diff --git a/.gitignore b/.gitignore
index db19b64f..0576e7a8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,19 +1,21 @@
+.env*
+.ruby-version
+*.onnx
+**/.DS_Store
 /.bundle/
 /doc/
 /log/*.log
+/node_modules/
 /pkg/
-/tmp/
 /test/dummy/db/*.sqlite3
 /test/dummy/db/*.sqlite3-*
 /test/dummy/log/*.log
 /test/dummy/storage/
 /test/dummy/tmp/
-/node_modules/
-**/.DS_Store
-test/dummy/config/master.key
-docs/.vitepress/dist
+/tmp/
 docs/.vitepress/cache
+docs/.vitepress/dist
 docs/parts/examples/*.md
-*.onnx
+Gemfile.lock
 gemfiles/*.lock
-Gemfile.lock
\ No newline at end of file
+test/dummy/config/master.key
diff --git a/CLAUDE.md b/CLAUDE.md
deleted file mode 100644
index 857fc104..00000000
--- a/CLAUDE.md
+++ /dev/null
@@ -1,1338 +0,0 @@
-# CLAUDE.md - Understanding ActiveAgent Repository
-
-## Overview
-
-ActiveAgent is a Ruby on Rails framework that brings AI-powered capabilities to Rails applications using familiar Rails patterns. It treats AI agents as controllers with enhanced generation capabilities, memory, and tooling. Unlike traditional web controllers that handle HTTP requests, agents handle AI generation requests while maintaining the same familiar Rails patterns and conventions.
-
-### Core Concepts
-
-1. **Agents are Controllers** - Agents inherit from `ActiveAgent::Base` and follow Rails controller patterns
-2. **Actions are Tools** - Public methods in agents become tools that can interact with systems and code
-3. **Prompts use Action View** - Leverages Rails' view system for rendering prompts and responses
-4. **Generation Providers** - Common interface for AI providers (OpenAI, Anthropic, Ollama, etc.)
-
-## How ActiveAgent Works
-
-ActiveAgent bridges Rails conventions with AI capabilities through a carefully designed architecture that feels natural to Rails developers.
-
-### Architecture Overview
-
-The framework follows a layered architecture:
-
-```
-Your Rails App
-└── ApplicationAgent (your base agent)
-    └── ActiveAgent::Base (framework base)
-        └── ActiveAgent::ActionPrompt::Base (prompt handling)
-            └── AbstractController::Base (Rails foundation)
-```
-
-### Understanding Messages and Actions
-
-#### Messages: The Core Communication Structure
-Messages are the fundamental way agents communicate. Each message has:
-- **Role**: `:system`, `:user`, `:assistant`, or `:tool`
-- **Content**: The rendered view content
-- **Requested Actions**: Tool calls the agent wants to make
-
-#### Message Types and Their Purpose:
-
-1. **System Messages (`:system`)** - Instructions to the agent
-   - Rendered from `instructions.text.erb` views
-   - Provide context and behavioral guidance
-   - Can include dynamic ERB content
-
-2. **User Messages (`:user`)** - Input from users
-   - Action views render these messages
-   - Not just plain text - can be any format (text, HTML, JSON)
-
-3. **Assistant Messages (`:assistant`)** - Agent responses
-   - What the AI generates in response
-   - Can include requested tool calls
-
-4. **Tool Messages (`:tool`)** - Results from executed actions
-   - System's response to agent-requested tool calls
-   - Contains the output of the action execution
-
-### The `with` Method Pattern
-
-The `with` method is a **class method** that allows you to pass parameters to agents before calling actions. This follows the Rails pattern and returns a `Generation` object that can be executed.
-
-#### Important: `with` is a CLASS Method
-
-```ruby
-# CORRECT - with is called on the class
-response = MyAgent.with(param: value).my_action.generate_now
-
-# INCORRECT - with is NOT an instance method  
-agent = MyAgent.new
-response = agent.with(param: value).my_action  # This will error!
-```
-
-#### How it Works
-
-1. `with` returns a `Parameterized::Agent` object
-2. Calling an action on it returns a `Generation` object
-3. Call `generate_now` or `generate_later` to execute
-
-```ruby
-# Step by step
-generation = TranslationAgent.with(message: "Hello", locale: "es").translate
-# generation is now a Generation object
-response = generation.generate_now  # Execute the generation
-
-# Or chain it all together
-response = TranslationAgent.with(message: "Hello", locale: "es").translate.generate_now
-```
-
-### Actions: The Bridge Between Rails and AI
-
-Actions in ActiveAgent serve multiple purposes:
-
-#### 1. **As Message Templates**
-Actions render views that become messages in the conversation:
-
-```ruby
-class TranslationAgent < ApplicationAgent
-  def translate
-    @message = params[:message]
-    @locale = params[:locale]
-    
-    prompt  # Renders translate.text.erb as a user message
-  end
-end
-```
-
-The `translate.text.erb` view:
-```erb
-translate: <%= params[:message] %>; to <%= params[:locale] %>
-```
-
-#### 2. **As Tool Definitions**
-JSON views define tool schemas for the AI:
-
-```erb
-# translate.json.jbuilder
-json.type "function"
-json.function do
-  json.name action_name
-  json.description "Translates text to specified locale"
-  json.parameters do
-    json.type "object"
-    json.properties do
-      json.message do
-        json.type "string"
-        json.description "Text to translate"
-      end
-      json.locale do
-        json.type "string"
-        json.description "Target locale"
-      end
-    end
-    json.required ["message", "locale"]
-  end
-end
-```
-
-#### 3. **As Executable Tools**
-Public methods become tools the AI can call:
-- Method executes when AI requests the tool
-- Results are rendered back as tool messages
-- Can perform any Rails operation (database, API calls, etc.)
-
-### The Generation Flow
-
-```
-1. User Input → Creates initial context
-2. Action Method → Renders view as message
-3. Prompt Context → Combines messages, instructions, available tools
-4. AI Generation → Produces response with potential tool calls
-5. Tool Execution → Runs requested actions
-6. Tool Results → Rendered as tool messages
-7. Reiteration → Continues until no more tool calls
-```
-
-### The Prompt Method
-
-The `prompt` method is the heart of message rendering:
-
-```ruby
-prompt(
-  content_type: :text,      # Format of the view
-  message: "content",       # Direct content (optional)
-  messages: [],             # Additional context messages
-  template_name: "custom",  # Override default template
-  instructions: {           # System message configuration
-    template: "special"     # Or direct string
-  },
-  actions: [],              # Available tools (defaults to all public methods)
-  output_schema: :schema    # For structured output
-)
-```
-
-## Repository Structure
-
-```
-activeagent/
-├── lib/active_agent/        # Core framework code
-│   ├── base.rb              # Base agent class
-│   ├── generation.rb        # Generation logic
-│   ├── action_prompt/       # Prompt system components
-│   └── generation_provider/ # AI provider adapters
-├── test/                    # Test suite with examples
-│   ├── dummy/               # Rails test app
-│   └── agents/              # Agent test examples
-├── docs/                    # VitePress documentation
-│   ├── docs/                # Markdown documentation files
-│   └── parts/examples/      # Generated example outputs
-└── bin/                     # Executable scripts
-```
-
-## Documentation Process
-
-This repository follows a strict documentation process to ensure all code examples are tested and accurate:
-
-### Key Principles
-
-1. **No hardcoded code blocks** - All code must come from tested files
-   - NEVER use ``` code blocks in docs/docs/ directory
-   - ALL code examples must use `<<<` imports from tested files
-   - Code blocks (```) should ONLY appear in deterministically generated docs/parts/ files from test helper
-2. **Use `<<<` imports only** - Import code from actual tested implementation and test files
-3. **Test everything** - If it's in docs, it must have a test
-4. **Include outputs** - Use `doc_example_output` for response examples
-5. **Configuration examples** - Must come from actual config files with proper regions
-   - ALWAYS include the `service:` key in provider configurations
-   - Use regions in config files (e.g., test/dummy/config/active_agent.yml)
-   - Import config examples using VitePress snippets with regions
-
-### Import Patterns
-
-#### Implementation Files
-```markdown
-<<< @/../test/dummy/app/agents/support_agent.rb {ruby}
-<<< @/../test/dummy/app/agents/support_agent.rb#5-9 {ruby:line-numbers}
-```
-
-#### Test Code with Regions
-
-##### In test file:
-```ruby
-# region unique_region_name
-code_to_include
-# endregion unique_region_name
-```
-##### In docs:
-```markdown
-<<< @/../test/agents/support_agent_test.rb#unique_region_name {ruby:line-numbers}
-```
-
-#### Test Output Examples
-```markdown
-::: details Response Example
-<!-- @include: @/parts/examples/test-name-test-name.md -->
-:::
-```
-
-### The `doc_example_output` Method
-
-Located in `test/test_helper.rb`, this method:
-- Captures test output and formats it for documentation
-- Generates files in `docs/parts/examples/` with deterministic names
-- Supports Ruby objects, JSON, and response objects
-- Includes metadata (source file, line number, test name)
-
-Usage in tests:
-```ruby
-response = agent.generate(prompt)
-doc_example_output(response)  # Generates example file
-```
-
-## Working with Documentation
-
-### Current Branch Status
-The `data-extraction-example-docs` branch is improving documentation found on docs.activeagents.ai. All code snippets should include example outputs using the `doc_example_output` method.
-
-### Documentation Files Needing Review
-
-Files that may still have hardcoded examples:
-- `docs/docs/framework/generation-provider.md`
-- `docs/docs/framework/active-agent.md`
-- `docs/docs/action-prompt/actions.md`
-- `docs/docs/action-prompt/messages.md`
-- `docs/docs/action-prompt/prompts.md`
-
-### Running Tests and Building Docs
-
-1. Run tests to generate examples:
-```bash
-# Run all tests
-bin/test
-
-# Run specific test file
-bin/test test/agents/your_agent_test.rb
-
-# Run specific test by name pattern
-bin/test test/agents/your_agent_test.rb -n "test_name_pattern"
-```
-
-2. Build and serve docs locally:
-```bash
-# Start development server (recommended)
-bin/docs  # Starts vitepress dev server at http://localhost:5173
-
-# Build static docs (for production)
-cd docs && npm run docs:build
-
-# Preview built docs
-cd docs && npm run docs:preview
-```
-
-## Key Framework Components
-
-### Agents
-- Inherit from `ActiveAgent::Base`
-- Use `generate_with` to specify AI provider
-- Define actions as public instance methods
-- Support callbacks (`before_action`, `after_generation`)
-
-### Actions
-- Render prompts using `prompt` method
-- Support multiple content types (text, JSON, HTML)
-- Can accept parameters via `with` method
-- Include tool schemas in JSON views
-
-### Generation Providers
-- OpenAI, Anthropic, Ollama, OpenRouter supported
-- Configured in `config/active_agent.yml`
-- Support streaming, callbacks, and queued generation
-
-### Prompts
-- Built using Action View templates
-- Support instructions (default, custom template, or plain text)
-- Include message history and available actions
-- Can be multimodal (text, images, files)
-
-## Rails Integration
-
-ActiveAgent integrates seamlessly with Rails applications as a complementary system to your existing controllers and models.
-
-### Installation
-
-1. **Add to Gemfile**:
-```ruby
-gem 'activeagent'
-```
-
-2. **Run installation generator**:
-```bash
-rails generate active_agent:install
-```
-This creates:
-- `app/agents/application_agent.rb` - Base agent class
-- `config/active_agent.yml` - Configuration file
-
-3. **Configure API credentials**:
-```bash
-rails credentials:edit
-```
-Add your API keys:
-```yaml
-openai:
-  api_key: your_openai_key
-anthropic:
-  api_key: your_anthropic_key
-```
-
-### How Agents Work in Rails
-
-#### 1. **Direct Usage Pattern**
-Call agents directly from controllers, models, or jobs:
-
-```ruby
-class MessagesController < ApplicationController
-  def create
-    agent = SupportAgent.new
-    response = agent.generate(prompt: params[:message])
-    
-    render json: { 
-      reply: response.message.content,
-      actions_taken: response.prompt.requested_actions
-    }
-  end
-end
-```
-
-#### 2. **Action-Based Generation**
-Use specific actions to generate with templated prompts:
-
-```ruby
-# app/agents/translation_agent.rb
-class TranslationAgent < ApplicationAgent
-  def translate
-    @text = params[:message]
-    @target = params[:locale]
-    prompt  # Renders translate.text.erb
-  end
-end
-
-# app/views/translation_agent/translate.text.erb
-Translate: <%= @text %>
-To: <%= @target %>
-
-# Usage in controller - Note: `with` is a CLASS method
-# It returns a Generation object that can be executed
-response = TranslationAgent.with(message: "Hello", locale: "es").translate.generate_now
-
-# Alternative: store the generation for later execution
-generation = TranslationAgent.with(message: "Hello", locale: "es").translate
-response = generation.generate_now  # Execute when ready
-```
-
-#### 3. **Background Generation**
-Process long-running AI tasks asynchronously:
-
-```ruby
-class DataAnalysisAgent < ApplicationAgent
-  self.queue_adapter = :sidekiq
-  
-  def analyze_dataset
-    @data = params[:dataset]
-    prompt content_type: :json
-  end
-end
-
-# In your controller
-generation = DataAnalysisAgent.with(dataset: large_data).generate_later
-
-# Check status later
-generation.finished? # => true/false
-generation.response  # => AI response when ready
-```
-
-### View Templates and Message Rendering
-
-ActiveAgent uses Rails' view system to render all message types:
-
-#### Directory Structure
-```
-app/views/
-├── layouts/
-│   └── agent.text.erb              # Optional shared layout
-├── application_agent/
-│   └── instructions.text.erb       # Default system instructions
-└── support_agent/
-    ├── instructions.text.erb       # Agent-specific system message
-    ├── answer_question.text.erb    # Action view (user message)
-    ├── answer_question.json.jbuilder # Tool schema definition
-    └── _shared_context.text.erb    # Reusable partial
-```
-
-#### System Instructions (System Messages)
-```erb
-<%# app/views/support_agent/instructions.text.erb %>
-You are a helpful support agent for <%= Rails.application.name %>.
-
-Current user: <%= @user&.name || "Guest" %>
-Time: <%= Time.current %>
-
-Available tools:
-<% controller.action_schemas.each do |schema| %>
-- <%= schema["function"]["name"] %>: <%= schema["function"]["description"] %>
-<% end %>
-
-Guidelines:
-- Be friendly and professional
-- Use tools when needed to help users
-- Provide accurate information
-```
-
-#### Action Views (User/Tool Messages)
-```erb
-<%# app/views/support_agent/answer_question.text.erb %>
-Customer Question: <%= @question %>
-
-<% if @ticket.present? %>
-Ticket #<%= @ticket.id %>
-Priority: <%= @ticket.priority %>
-Previous interactions: <%= @ticket.messages.count %>
-<% end %>
-
-<% if @knowledge_base_results.any? %>
-Relevant KB articles:
-<% @knowledge_base_results.each do |article| %>
-- <%= article.title %>: <%= article.summary %>
-<% end %>
-<% end %>
-```
-
-#### Tool Schemas (JSON)
-```ruby
-# app/views/support_agent/answer_question.json.jbuilder
-json.type "function"
-json.function do
-  json.name action_name
-  json.description "Answer customer support questions"
-  json.parameters do
-    json.type "object"
-    json.properties do
-      json.question do
-        json.type "string"
-        json.description "The customer's question"
-      end
-      json.ticket_id do
-        json.type "integer"
-        json.description "Optional ticket ID for context"
-      end
-    end
-    json.required ["question"]
-  end
-end
-```
-
-### Integration Patterns
-
-#### 1. **Service Objects**
-Encapsulate complex agent workflows:
-
-```ruby
-class CustomerSupportService
-  def initialize(user)
-    @user = user
-    @agent = SupportAgent.new
-  end
-  
-  def handle_message(content, ticket = nil)
-    # Build conversation context
-    messages = ticket ? build_history(ticket) : []
-    
-    # Generate response with context
-    response = @agent.generate(
-      prompt: content,
-      messages: messages,
-      context: { user_id: @user.id, ticket_id: ticket&.id }
-    )
-    
-    # Process any tool calls
-    if response.requested_actions.any?
-      process_tool_calls(response.requested_actions)
-    end
-    
-    response
-  end
-  
-  private
-  
-  def build_history(ticket)
-    ticket.messages.map do |msg|
-      ActiveAgent::Message.new(
-        role: msg.from_agent? ? :assistant : :user,
-        content: msg.content
-      )
-    end
-  end
-end
-```
-
-#### 2. **Model Integration**
-Add AI capabilities to ActiveRecord models:
-
-```ruby
-class Article < ApplicationRecord
-  def generate_summary
-    ContentAgent.with(
-      title: title,
-      content: content,
-      max_length: 200
-    ).summarize.generate_now
-  end
-  
-  def translate_to(locale)
-    TranslationAgent.with(
-      message: content,
-      locale: locale
-    ).translate.generate_now
-  end
-end
-```
-
-#### 3. **Controller Helpers**
-Create reusable agent helpers:
-
-```ruby
-# app/controllers/concerns/agent_helpers.rb
-module AgentHelpers
-  extend ActiveSupport::Concern
-  
-  included do
-    helper_method :chat_agent
-  end
-  
-  private
-  
-  def chat_agent
-    @chat_agent ||= ChatAgent.new.with(
-      user_id: current_user&.id,
-      session_id: session.id
-    )
-  end
-  
-  def generate_with_agent(agent_class, action, params = {})
-    agent_class.with(params).public_send(action).generate_now
-  end
-end
-```
-
-### Configuration
-
-#### Environment-Specific Settings
-```yaml
-# config/active_agent.yml
-default: &default
-  logger: <%= Rails.logger %>
-  
-development:
-  <<: *default
-  openai:
-    access_token: <%= Rails.application.credentials.dig(:openai, :api_key) %>
-    model: gpt-4o
-    temperature: 0.7
-    
-production:
-  <<: *default
-  openai:
-    access_token: <%= Rails.application.credentials.dig(:openai, :api_key) %>
-    model: gpt-4o
-    temperature: 0.3
-  anthropic:
-    access_token: <%= Rails.application.credentials.dig(:anthropic, :api_key) %>
-    model: claude-3-5-sonnet-latest
-```
-
-#### Runtime Configuration
-Override settings at runtime:
-
-```ruby
-# Change provider for specific agent
-class PremiumAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-opus-latest"
-end
-
-# Override per-generation
-agent.generate(
-  prompt: "Complex task",
-  options: {
-    model: "gpt-4-turbo",
-    temperature: 0.9
-  }
-)
-```
-
-## Creating Your First Agent
-
-Let's build a simple blog writing agent to understand how ActiveAgent works.
-
-### Step 1: Generate the Agent
-
-```bash
-rails generate active_agent:agent BlogWriter write_post edit_post
-```
-
-This creates:
-- `app/agents/blog_writer_agent.rb`
-- `app/views/blog_writer_agent/` directory
-- `test/agents/blog_writer_agent_test.rb`
-
-### Step 2: Define the Agent
-
-```ruby
-# app/agents/blog_writer_agent.rb
-class BlogWriterAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-4o"
-  
-  before_action :set_blog_context
-  
-  def write_post
-    @topic = params[:topic]
-    @style = params[:style] || "professional"
-    @length = params[:length] || 500
-    
-    prompt
-  end
-  
-  def edit_post
-    @content = params[:content]
-    @instructions = params[:instructions]
-    
-    prompt
-  end
-  
-  private
-  
-  def set_blog_context
-    @blog_name = "My Rails Blog"
-    @author = current_user&.name || "Guest Author"
-  end
-end
-```
-
-### Step 3: Create View Templates
-
-#### System Instructions
-```erb
-<%# app/views/blog_writer_agent/instructions.text.erb %>
-You are a professional blog writer for <%= @blog_name %>.
-Author: <%= @author %>
-
-Your writing should be:
-- Engaging and informative
-- SEO-friendly with appropriate keywords
-- Structured with clear headings
-- Factually accurate
-
-Available tools:
-<% controller.action_schemas.each do |schema| %>
-- <%= schema["function"]["name"] %>: <%= schema["function"]["description"] %>
-<% end %>
-```
-
-#### Action Views (User Messages)
-```erb
-<%# app/views/blog_writer_agent/write_post.text.erb %>
-Write a blog post about: <%= @topic %>
-
-Requirements:
-- Style: <%= @style %>
-- Target length: <%= @length %> words
-- Include an engaging introduction
-- Add relevant subheadings
-- Conclude with a call-to-action
-
-Please create an original, well-structured blog post.
-```
-
-```erb
-<%# app/views/blog_writer_agent/edit_post.text.erb %>
-Please edit the following blog post:
-
----
-<%= @content %>
----
-
-Editing instructions: <%= @instructions %>
-
-Maintain the original tone and style while making the requested changes.
-```
-
-#### Tool Schemas
-```ruby
-# app/views/blog_writer_agent/write_post.json.jbuilder
-json.type "function"
-json.function do
-  json.name action_name
-  json.description "Write a new blog post on a given topic"
-  json.parameters do
-    json.type "object"
-    json.properties do
-      json.topic do
-        json.type "string"
-        json.description "The topic to write about"
-      end
-      json.style do
-        json.type "string"
-        json.enum ["professional", "casual", "technical", "creative"]
-        json.description "Writing style"
-      end
-      json.length do
-        json.type "integer"
-        json.description "Target word count"
-      end
-    end
-    json.required ["topic"]
-  end
-end
-```
-
-### Step 4: Use the Agent
-
-#### In a Controller
-```ruby
-class BlogPostsController < ApplicationController
-  def new
-    @post = BlogPost.new
-  end
-  
-  def generate
-    # Generate a blog post
-    response = BlogWriterAgent.with(
-      topic: params[:topic],
-      style: params[:style],
-      length: params[:length]
-    ).write_post.generate_now
-    
-    @generated_content = response.message.content
-    @post = BlogPost.new(
-      title: extract_title(@generated_content),
-      content: @generated_content,
-      author: current_user
-    )
-    
-    render :new
-  end
-  
-  def edit_with_ai
-    @post = BlogPost.find(params[:id])
-    
-    response = BlogWriterAgent.with(
-      content: @post.content,
-      instructions: params[:instructions]
-    ).edit_post.generate_now
-    
-    @post.content = response.message.content
-    render :edit
-  end
-  
-  private
-  
-  def extract_title(content)
-    # Extract first H1 or first line as title
-    content.match(/^#\s+(.+)$/)&.captures&.first || 
-    content.lines.first.strip
-  end
-end
-```
-
-#### As a Service
-```ruby
-class BlogGenerationService
-  def initialize(user)
-    @user = user
-  end
-  
-  def generate_weekly_posts(topics)
-    topics.map do |topic|
-      response = BlogWriterAgent.with(
-        topic: topic,
-        style: "professional",
-        length: 800
-      ).write_post.generate_now
-      
-      BlogPost.create!(
-        title: extract_title(response.message.content),
-        content: response.message.content,
-        author: @user,
-        status: "draft"
-      )
-    end
-  end
-  
-  def improve_seo(post)
-    response = BlogWriterAgent.with(
-      content: post.content,
-      instructions: "Improve SEO by adding relevant keywords, meta description, and improving headings"
-    ).edit_post.generate_now
-    
-    post.update!(content: response.message.content)
-  end
-end
-```
-
-### Step 5: Test Your Agent
-
-```ruby
-# test/agents/blog_writer_agent_test.rb
-require "test_helper"
-
-class BlogWriterAgentTest < ActiveSupport::TestCase
-  setup do
-    @agent = BlogWriterAgent.new
-  end
-  
-  test "writes blog post about Rails" do
-    VCR.use_cassette("blog_writer_rails_post") do
-      response = BlogWriterAgent.with(
-        topic: "Getting Started with Rails 7",
-        style: "technical",
-        length: 600
-      ).write_post.generate_now
-      
-      assert response.message.content.include?("Rails")
-      assert response.message.content.length > 400
-      
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-  
-  test "edits post for clarity" do
-    original = "Rails is framework. It make web app easy."
-    
-    VCR.use_cassette("blog_writer_edit_grammar") do
-      response = BlogWriterAgent.with(
-        content: original,
-        instructions: "Fix grammar and improve clarity"
-      ).edit_post.generate_now
-      
-      assert response.message.content != original
-      assert response.message.content.include?("Rails")
-    end
-  end
-end
-```
-
-### Key Takeaways
-
-1. **Agents are like controllers** - They use familiar Rails patterns
-2. **Actions render views** - Each action has associated view templates
-3. **Views become messages** - Templates are rendered as conversation messages
-4. **JSON views define tools** - The AI knows what tools are available
-5. **Use `with` for parameters** - Pass data like Rails params
-6. **Test with VCR** - Record API responses for consistent tests
-
-## Testing Conventions
-
-### VCR Cassettes
-- Used for recording API responses
-- Keep existing cassettes committed
-- Create unique names for new tests
-- Ensure `test/dummy/config/master.key` is present
-
-### Test Organization
-- Agent tests in `test/agents/`
-- Framework tests in respective directories
-- Use regions for important test snippets
-- Always call `doc_example_output` for examples
-
-## Important Commands
-
-```bash
-# Install dependencies
-bundle install
-
-# Run all tests
-bin/test
-
-# Run specific test file
-bin/test test/agents/specific_agent_test.rb
-
-# Run specific test by name
-bin/test test/agents/specific_agent_test.rb -n "test_name_pattern"
-
-# Start documentation development server
-bin/docs  # http://localhost:5173
-
-# Build documentation for production
-cd docs && npm run docs:build
-
-# Generate new agent
-rails generate active_agent:agent AgentName action1 action2
-```
-
-## Configuration
-
-### active_agent.yml
-```yaml
-development:
-  openai:
-    access_token: <%= Rails.application.credentials.dig(:openai, :api_key) %>
-    model: gpt-4o
-  anthropic:
-    access_token: <%= Rails.application.credentials.dig(:anthropic, :api_key) %>
-    model: claude-3-5-sonnet-latest
-```
-
-### Credentials
-Store API keys in Rails credentials:
-```bash
-rails credentials:edit
-```
-
-## Advanced Patterns
-
-### Multi-Agent Workflows
-
-Chain multiple agents together for complex tasks:
-
-```ruby
-class DocumentProcessingService
-  def process_document(file_path)
-    # Extract content
-    extracted_data = DataExtractionAgent.with(
-      file_path: file_path,
-      schema: :document_schema
-    ).extract.generate_now
-    
-    # Summarize content
-    summarizer = SummaryAgent.new
-    summary = summarizer.with(
-      content: extracted_data.content,
-      max_length: 200
-    ).summarize
-    
-    # Translate if needed
-    if needs_translation?(extracted_data)
-      translator = TranslationAgent.new
-      translated = translator.with(
-        message: summary.content,
-        locale: current_locale
-      ).translate
-      summary = translated
-    end
-    
-    # Store results
-    ProcessedDocument.create!(
-      original_path: file_path,
-      extracted_data: extracted_data.content,
-      summary: summary.content,
-      language: detected_language(extracted_data)
-    )
-  end
-end
-```
-
-### Conversation Context Management
-
-Build rich conversation histories:
-
-```ruby
-class ConversationAgent < ApplicationAgent
-  def respond
-    @message = params[:message]
-    @conversation_id = params[:conversation_id]
-    
-    # Load conversation history
-    @messages = load_conversation_history
-    
-    prompt(
-      messages: @messages,  # Provide full context
-      instructions: { template: "conversational" }
-    )
-  end
-  
-  private
-  
-  def load_conversation_history
-    Conversation.find(@conversation_id).messages.map do |msg|
-      ActiveAgent::Message.new(
-        role: msg.role.to_sym,
-        content: msg.content,
-        requested_actions: msg.tool_calls
-      )
-    end
-  end
-end
-```
-
-### Dynamic Tool Selection
-
-Conditionally include tools based on context:
-
-```ruby
-class AdaptiveAgent < ApplicationAgent
-  def assist
-    @query = params[:query]
-    @user = current_user
-    
-    # Dynamically select available actions
-    available_actions = determine_available_actions
-    
-    prompt(
-      actions: available_actions,
-      instructions: build_contextual_instructions
-    )
-  end
-  
-  private
-  
-  def determine_available_actions
-    actions = [:search, :calculate]
-    
-    # Add user-specific actions
-    if @user.admin?
-      actions += [:modify_system, :access_logs]
-    end
-    
-    if @query.match?(/weather|temperature/)
-      actions << :get_weather
-    end
-    
-    actions
-  end
-  
-  def build_contextual_instructions
-    base_instructions = "You are a helpful assistant."
-    
-    if @user.preferences[:technical]
-      base_instructions += " Provide technical details when relevant."
-    end
-    
-    base_instructions
-  end
-end
-```
-
-### Streaming Responses
-
-Handle real-time streaming for better UX:
-
-```ruby
-class StreamingChatController < ApplicationController
-  include ActionController::Live
-  
-  def stream
-    response.headers["Content-Type"] = "text/event-stream"
-    response.headers["Cache-Control"] = "no-cache"
-    
-    agent = ChatAgent.new
-    
-    agent.on_message_chunk do |chunk|
-      response.stream.write("data: #{chunk.to_json}\n\n")
-    end
-    
-    agent.generate(
-      prompt: params[:message],
-      stream: true
-    )
-  ensure
-    response.stream.close
-  end
-end
-```
-
-### Structured Output with Schemas
-
-Ensure consistent response formats:
-
-```ruby
-class DataAgent < ApplicationAgent
-  def analyze_sales
-    @data = params[:sales_data]
-    
-    prompt(
-      content_type: :json,
-      output_schema: :sales_analysis
-    )
-  end
-end
-
-# app/views/data_agent/schemas/sales_analysis.json.jbuilder
-json.type "object"
-json.properties do
-  json.summary do
-    json.type "string"
-    json.description "Executive summary"
-  end
-  json.metrics do
-    json.type "object"
-    json.properties do
-      json.total_revenue { json.type "number" }
-      json.growth_rate { json.type "number" }
-      json.top_products do
-        json.type "array"
-        json.items { json.type "string" }
-      end
-    end
-  end
-  json.recommendations do
-    json.type "array"
-    json.items do
-      json.type "object"
-      json.properties do
-        json.action { json.type "string" }
-        json.priority { json.enum ["high", "medium", "low"] }
-        json.impact { json.type "string" }
-      end
-    end
-  end
-end
-json.required ["summary", "metrics", "recommendations"]
-```
-
-### Error Handling and Retries
-
-Build resilient agent interactions:
-
-```ruby
-class ResilientAgent < ApplicationAgent
-  generate_with :openai, 
-    model: "gpt-4o",
-    max_retries: 3,
-    retry_on: [OpenAI::RateLimitError]
-  
-  def process
-    @data = params[:data]
-    
-    begin
-      prompt
-    rescue ActiveAgent::GenerationError => e
-      # Log error
-      Rails.logger.error "Generation failed: #{e.message}"
-      
-      # Fallback to simpler model
-      self.class.generate_with :openai, model: "gpt-3.5-turbo"
-      retry
-    end
-  end
-end
-```
-
-### Testing Complex Interactions
-
-Test multi-step agent workflows:
-
-```ruby
-class ComplexAgentTest < ActiveSupport::TestCase
-  test "multi-agent document processing" do
-    VCR.use_cassette("complex_document_flow") do
-      # Step 1: Extract data
-      extracted = DataExtractionAgent.with(
-        content: file_fixture("report.pdf").read
-      ).extract.generate_now
-      
-      assert extracted.message.content.present?
-      
-      # Step 2: Analyze with context
-      analyzer = AnalysisAgent.new
-      analysis = analyzer.generate(
-        prompt: "Analyze this data",
-        messages: [
-          ActiveAgent::Message.new(
-            role: :user,
-            content: "Focus on financial metrics"
-          ),
-          ActiveAgent::Message.new(
-            role: :tool,
-            content: extracted.content
-          )
-        ]
-      )
-      
-      assert analysis.requested_actions.any?
-      
-      # Step 3: Execute requested actions
-      analysis.requested_actions.each do |action|
-        result = analyzer.public_send(
-          action.name,
-          **action.params.symbolize_keys
-        )
-        assert result.success?
-      end
-      
-      doc_example_output(analysis)
-    end
-  end
-end
-```
-
-### Performance Optimization
-
-Cache expensive operations:
-
-```ruby
-class CachedAgent < ApplicationAgent
-  def analyze_trends
-    @timeframe = params[:timeframe]
-    
-    # Cache analysis results
-    Rails.cache.fetch(cache_key, expires_in: 1.hour) do
-      prompt
-    end
-  end
-  
-  private
-  
-  def cache_key
-    "agent_analysis/#{self.class.name}/#{@timeframe}/#{cache_version}"
-  end
-  
-  def cache_version
-    # Invalidate cache when data changes
-    DataPoint.maximum(:updated_at).to_i
-  end
-end
-```
-
-## Best Practices
-
-1. **Always test code examples** - Never add untested code to docs
-2. **Use regions in tests** - Makes it easy to import specific snippets
-3. **Include example outputs** - Users need to see what to expect
-4. **Follow Rails conventions** - ActiveAgent extends Rails patterns
-5. **Document tool schemas** - JSON views should clearly define tool structure
-6. **Handle errors gracefully** - Plan for API failures and rate limits
-7. **Cache when appropriate** - Reduce API calls for repeated queries
-8. **Stream for better UX** - Use streaming for long-running generations
-9. **Version your prompts** - Track prompt changes like code changes
-10. **Monitor usage** - Track API costs and performance metrics
-
-## Next Steps for Documentation
-
-When updating documentation:
-1. Find hardcoded examples in markdown files
-2. Create or update tests with proper regions
-3. Add `doc_example_output` calls to generate examples
-4. Replace hardcoded blocks with `<<<` imports
-5. Add `@include` directives for example outputs
-6. Run tests and verify documentation builds correctly
-
-## Importent things to remember
-- when adding new paramters ensure the prompt and merge params method in @lib/active_agent/base.rb allows them to be passed through
-- Use vscode regions for snippets of examples in docs
-- We use Agent classes by loading params `.with` that returns a Parameterized Agent class then calling actions on the parameterized agent like `ApplicationAgent.with(message:'hi').prompt_context` this creates the ActiveAgent Generation object that we can then run `generate_now` or `generate_later` on
-- 1. The Generation is a lazy wrapper - It doesn't create the actual agent or context until needed (see line 56-58 in processed_agent method)
-  2. It delegates to the context - The __getobj__ method (line 14) returns @context ||= processed_agent.context, which means it delegates all method calls to the underlying context object
-  3. The context comes from the processed agent - When you call generate_now, it:
-    - Creates a new agent instance (@agent_class.new)
-    - Calls agent.process(@action, *@args) to set up the agent with the action and arguments
-    - Runs callbacks and performs the generation
-    - Returns the context which contains the prompt and response
-
-  So in our test, when we do:
-  generation = ResearchAgent.with(topic: "Ruby performance").comprehensive_research
-
-  We get a Generation object that:
-  - Knows the agent class (ResearchAgent)
-  - Knows the action (:comprehensive_research)
-  - Has the args from with(topic: "Ruby performance")
-  - But hasn't actually created the agent or context yet
-
-  Only when we call generation.generate_now does it:
-  1. Create the agent instance
-  2. Process the action with the parameters
-  3. Execute the generation
-  4. Return the context with the actual prompt and response
-
-  This lazy evaluation pattern allows for queueing generations with generate_later for background processing, which is why the Generation class has that safety check (lines 62-70) to prevent accessing the context before enqueueing.
-
-- VCR cassettes need to be removed and tests run again to record new cassettes when the request params change
-
-- Do not hardcode examples and make sure to use vscode regions and vite-press code snippets imports
-
-- use `bin/rubocop -a` to autofix linting issues
-- Follow the testing procedures to have deterministic tested code examples; never hardcode code examples in docs; always use the vite-press snippets along with the test helper for example outputs
-
-## Critical Documentation Rules (MUST FOLLOW)
-
-### NEVER Hardcode Examples
-- ❌ NEVER write ```ruby, ```yaml, ```bash or any ``` code blocks in docs/docs/
-- ✅ ALWAYS use <<< imports from tested files
-- ✅ Use regions in test files for specific snippets
-- ✅ Generated examples go in docs/parts/examples/ via doc_example_output
-
-### Configuration Documentation
-- ❌ NEVER hardcode config examples like:
-  ```yaml
-  openai:
-    access_token: ...
-  ```
-- ✅ ALWAYS use actual config files with regions:
-  - Add regions to test/dummy/config/active_agent.yml
-  - Import with: `<<< @/../test/dummy/config/active_agent.yml#region_name{yaml}`
-- ⚠️ REMEMBER: All provider configs MUST have `service:` key or they won't load
-
-### Testing Before Documenting
-1. Write the test first
-2. Add regions for important snippets
-3. Call doc_example_output for response examples
-4. Import in docs using VitePress snippets
-5. Verify with `npm run docs:build` - no hardcoded blocks should exist
\ No newline at end of file
diff --git a/README.md b/README.md
index 30ff50f2..7609ed93 100644
--- a/README.md
+++ b/README.md
@@ -51,8 +51,7 @@ rails generate active_agent:install
 
 This creates:
 - `config/active_agent.yml`: Configuration file for generation providers
-- `app/agents`: Directory for your agent classes
-- `app/views/agent_*`: Directory for agent prompt/view templates
+- `app/agents/application_agent.rb`: Base agent class
 
 ### Quick Example
 
@@ -60,19 +59,16 @@ Define an application agent:
 
 ```ruby
 class ApplicationAgent < ActiveAgent::Base
-  generate_with :openai, 
-    instructions: "You are a helpful assistant.",
-    model: "gpt-4o-mini",
-    temperature: 0.7
+  generate_with :openai, model: "gpt-4o-mini"
 end
 ```
 
 Use your agent:
 
 ```ruby
-message = "Test Application Agent"
-prompt = ApplicationAgent.with(message: message).prompt_context
-response = prompt.generate_now
+response = ApplicationAgent.prompt(message: "Hello, world!").generate_now
+puts response.message
+# => "Hello! How can I help you today?"
 ```
 
 ### Your First Agent
@@ -112,20 +108,17 @@ Configure generation providers in `config/active_agent.yml`:
 development:
   openai:
     service: "OpenAI"
-    api_key: <%= Rails.application.credentials.dig(:openai, :api_key) %>
+    access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
     model: "gpt-4o-mini"
-    embeddings_model: "text-embedding-3-small"
 
   anthropic:
     service: "Anthropic"
-    api_key: <%= Rails.application.credentials.dig(:anthropic, :api_key) %>
-    model: "claude-3-5-sonnet"
+    access_token: <%= Rails.application.credentials.dig(:anthropic, :access_token) %>
+    model: "claude-sonnet-4.5"
 
   ollama:
     service: "Ollama"
     model: "llama3.2"
-    embeddings_model: "nomic-embed-text"
-    host: "http://localhost:11434"
 ```
 
 ## Features
@@ -146,9 +139,8 @@ Extract structured data from images, PDFs, and text:
 
 ```ruby
 prompt = DataExtractionAgent.with(
-  output_schema: :chart_schema,
   image_path: Rails.root.join("sales_chart.png")
-).parse_content
+).parse_content.generate_now
 ```
 
 ### Translation
@@ -156,7 +148,7 @@ Translate text between languages:
 
 ```ruby
 response = TranslationAgent.with(
-  message: "Hi, I'm Justin", 
+  message: "Hi, I'm Justin",
   locale: "japanese"
 ).translate.generate_now
 ```
@@ -166,8 +158,7 @@ Agents can use tools to perform actions:
 
 ```ruby
 # Agent with tool support
-message = "Show me a cat"
-prompt = SupportAgent.with(message: message).prompt_context
+prompt = SupportAgent.prompt(message: "Show me a cat")
 response = prompt.generate_now
 # Response includes tool call results
 ```
diff --git a/activeagent.gemspec b/activeagent.gemspec
index 1f8959b8..cbd95628 100644
--- a/activeagent.gemspec
+++ b/activeagent.gemspec
@@ -28,16 +28,22 @@ Gem::Specification.new do |spec|
   spec.add_development_dependency "jbuilder", "~> 2.14"
   spec.add_development_dependency "rails"
 
-  spec.add_development_dependency "ruby-openai", ">= 8.1.0"
-  spec.add_development_dependency "ruby-anthropic", "~> 0.4.2"
+  spec.add_development_dependency "ruby-openai", "~> 8.3"
+  spec.add_development_dependency "anthropic", "~> 1.12"
 
   spec.add_development_dependency "standard"
   spec.add_development_dependency "rubocop-rails-omakase"
 
+  spec.add_development_dependency "capybara", "~> 3.40"
+  spec.add_development_dependency "cuprite", "~> 0.15"
+  spec.add_development_dependency "ostruct"
   spec.add_development_dependency "puma"
   spec.add_development_dependency "sqlite3"
   spec.add_development_dependency "vcr"
   spec.add_development_dependency "webmock"
-  spec.add_development_dependency "cuprite", "~> 0.15"
-  spec.add_development_dependency "capybara", "~> 3.40"
+
+  spec.add_development_dependency "dotenv"
+  spec.add_development_dependency "pry"
+  spec.add_development_dependency "pry-byebug"
+  spec.add_development_dependency "pry-doc"
 end
diff --git a/bin/test b/bin/test
index 554f33e3..34c4bdf0 100755
--- a/bin/test
+++ b/bin/test
@@ -1,6 +1,8 @@
 #!/usr/bin/env ruby
+require "dotenv"
+Dotenv.load(".env.test")
+
 $: << File.expand_path("../test", __dir__)
 
 require "bundler/setup"
 require "rails/plugin/test"
-
diff --git a/docs/.vitepress/config.mts b/docs/.vitepress/config.mts
index de9c88d5..717ab2bc 100644
--- a/docs/.vitepress/config.mts
+++ b/docs/.vitepress/config.mts
@@ -58,65 +58,71 @@ export default defineConfig({
     // https://vitepress.dev/reference/default-theme-config
     nav: [
       { text: 'Home', link: '/' },
-      { text: 'Docs', link: '/docs' },
+      { text: 'Docs', link: '/framework' },
       { text: 'GitHub', link: 'https://github.com/activeagents/activeagent' }
     ],
     sidebar: [
       {
         text: 'Overview',
-        link: '/docs',
+        link: '/framework',
       },
       {
         text: 'Getting Started',
-        link: '/docs/getting-started',
+        link: '/getting-started',
       },
       {
         text: 'Framework',
         items: [
-          // { text: 'Rails Integration', link: '/docs/framework/rails-integration' },
-          { text: 'Active Agent', link: '/docs/framework/active-agent' },
-          { text: 'Action Prompt', link: '/docs/framework/action-prompt' },
-          { text: 'Generation Provider', link: '/docs/framework/generation-provider' },
-          { text: 'Using Concerns', link: '/docs/framework/concerns' },
-          { text: 'Testing', link: '/docs/framework/testing' },
+          { text: 'Agents', link: '/agents' },
+          { text: 'Providers', link: '/providers' },
+          { text: 'Configuration', link: '/framework/configuration' },
+          { text: 'Instrumentation', link: '/framework/instrumentation' },
+          { text: 'Retries', link: '/framework/retries' },
+          { text: 'Rails Integration', link: '/framework/rails' },
+          // { text: 'Testing', link: '/framework/testing' },
+        ]
+      },
+      { text: 'Agents',
+        items: [
+          { text: 'Actions', link: '/actions' },
+          { text: 'Generation', link: '/agents/generation' },
+          { text: 'Instructions', link: '/agents/instructions' },
+          { text: 'Streaming', link: '/agents/streaming' },
+          { text: 'Callbacks', link: '/agents/callbacks' },
+          { text: 'Error Handling', link: '/agents/error-handling' },
         ]
       },
       {
-        text: 'Generation Providers',
+        text: 'Actions',
         items: [
-          { text: 'OpenAI', link: '/docs/generation-providers/openai-provider' },
-          { text: 'Anthropic', link: '/docs/generation-providers/anthropic-provider' },
-          { text: 'Ollama', link: '/docs/generation-providers/ollama-provider' },
-          { text: 'OpenRouter', link: '/docs/generation-providers/open-router-provider' },
+          { text: 'Messages', link: '/actions/messages' },
+          { text: 'Embeddings', link: '/actions/embeddings' },
+          { text: 'Tools', link: '/actions/tools' },
+          { text: 'Structured Output', link: '/actions/structured_output' },
         ]
       },
       {
-        text: 'Action Prompt',
+        text: 'Providers',
         items: [
-          { text: 'Messages', link: '/docs/action-prompt/messages' },
-          { text: 'Actions', link: '/docs/action-prompt/actions' },
-          { text: 'Prompts', link: '/docs/action-prompt/prompts' },
-          { text: 'Tools', link: '/docs/action-prompt/tools' },
-          { text: 'Tool Calling', link: '/docs/action-prompt/tool-calling' },
+          { text: 'Anthropic', link: '/providers/anthropic' },
+          { text: 'Ollama', link: '/providers/ollama' },
+          { text: 'OpenAI', link: '/providers/open_ai' },
+          { text: 'OpenRouter', link: '/providers/open_router' },
+          { text: 'Mock', link: '/providers/mock' },
         ]
       },
-      { text: 'Agents',
+      { text: 'Examples',
         items: [
-          { text: 'Browser Use', link: '/docs/agents/browser-use-agent' },
-          { text: 'Data Extraction', link: '/docs/agents/data-extraction-agent' },
-          { text: 'Translation', link: '/docs/agents/translation-agent' },
+          // { text: 'Browser Use', link: '/examples/browser-use-agent' },
+          // { text: 'Data Extraction', link: '/examples/data-extraction-agent' },
+          // { text: 'Translation', link: '/examples/translation-agent' },
         ]
       },
-      { text: 'Active Agent',
+      { text: 'Contributing',
         items: [
-          // { text: 'Generative UI', link: '/docs/active-agent/generative-ui' },
-          { text: 'Structured Output', link: '/docs/active-agent/structured-output' },
-          { text: 'Callbacks', link: '/docs/active-agent/callbacks' },
-          { text: 'Generation', link: '/docs/active-agent/generation' },
-          { text: 'Queued Generation', link: '/docs/active-agent/queued-generation' },
-          // { text: 'Error Handling', link: '/docs/active-agent/error-handling' },
+          { text: 'Documentation', link: '/contributing/documentation' },
         ]
-       },
+      },
     ],
 
     socialLinks: [
diff --git a/docs/actions.md b/docs/actions.md
new file mode 100644
index 00000000..d1e4f5c0
--- /dev/null
+++ b/docs/actions.md
@@ -0,0 +1,76 @@
+# Actions
+
+Actions are public methods in your agent that define specific AI behaviors. Each action calls `prompt()` to generate text or `embed()` to create vector embeddings.
+
+Think of actions like controller actions in Rails—they define what your agent can do and how it responds to different requests.
+
+## Quick Example
+
+Define an action by creating a method that calls `prompt()`:
+
+<<< @/../test/docs/actions_examples_test.rb#quick_example_summary_agent{ruby:line-numbers}
+<<< @/../test/docs/actions_examples_test.rb#quick_example_summary_usage{ruby:line-numbers}
+
+## Action Capabilities
+
+Actions can use these capabilities to build sophisticated AI interactions:
+
+### [Messages](/actions/messages)
+
+Control conversation context with text, images, and documents:
+
+<<< @/../test/docs/actions_examples_test.rb#messages_with_image{ruby:line-numbers}
+
+### [Tools](/actions/tools)
+
+Let AI call Ruby methods during generation:
+
+<<< @/../test/docs/actions_examples_test.rb#tools_weather_agent{ruby:line-numbers}
+
+### [Structured Output](/actions/structured_output)
+
+Enforce JSON responses with schemas:
+
+<<< @/../test/docs/actions_examples_test.rb#structured_output_extract{ruby:line-numbers}
+
+### [Embeddings](/actions/embeddings)
+
+Generate vectors for semantic search:
+
+<<< @/../test/docs/actions_examples_test.rb#embeddings_vectorize{ruby:line-numbers}
+
+## Common Patterns
+
+### Multi-Capability Actions
+
+Combine multiple capabilities in a single action for complex behaviors.
+
+<!-- <<< @/../test/docs/actions_examples_test.rb#multi_capability_action{ruby:line-numbers} -->
+
+Use this pattern when you need the AI to:
+- Search for information AND structure the results
+- Process data with tools AND validate the output format
+- Combine multimodal inputs (text + images) with structured responses
+
+### Chaining Generations
+
+Build multi-step workflows by passing previous responses as conversation history.
+
+<!-- <<< @/../test/docs/actions_examples_test.rb#chaining_generations{ruby:line-numbers} -->
+
+This approach works well for:
+- Multi-turn conversations where context matters
+- Iterative refinement (generate → critique → improve)
+- Workflows where each step builds on previous results
+
+### Multiple Actions Per Agent
+
+Define multiple actions in a single agent for related behaviors.
+
+<!-- <<< @/../test/docs/actions_examples_test.rb#multiple_actions_per_agent{ruby:line-numbers} -->
+
+## Related Documentation
+
+- [Agents](/agents) - Understanding the agent lifecycle and invocation
+- [Generation](/agents/generation) - Synchronous and asynchronous execution
+- [Callbacks](/agents/callbacks) - Hooks for before/after action execution
diff --git a/docs/actions/embeddings.md b/docs/actions/embeddings.md
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+++ b/docs/actions/embeddings.md
@@ -0,0 +1,78 @@
+# Embeddings
+
+Generate vector embeddings from text to enable semantic search, clustering, and similarity comparison.
+
+## Quick Start
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#quick_start{ruby:line-numbers}
+
+## Basic Usage
+
+Generate embeddings using `embed` with synchronous or asynchronous execution:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#direct_embedding{ruby:line-numbers}
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#background_processing{ruby:line-numbers}
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#multiple_inputs{ruby:line-numbers}
+
+## Response Structure
+
+Embedding responses contain the vector data:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#response_structure{ruby:line-numbers}
+
+## Configuration
+
+Configure the embedding provider using `embed_with`:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#basic_configuration{ruby:line-numbers}
+
+### Mixing Providers
+
+Use different providers for prompting and embeddings:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#mixing_providers{ruby:line-numbers}
+
+This lets you choose the best provider for each task—for example, using Anthropic's Claude for reasoning while leveraging OpenAI's specialized embedding models.
+
+### Provider-Specific Options
+
+**OpenAI**
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#openai_options{ruby:line-numbers}
+
+**Ollama**
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#ollama_configuration{ruby:line-numbers}
+
+See [OpenAI Provider](/providers/open_ai) and [Ollama Provider](/providers/ollama) for more options.
+
+## Callbacks
+
+Process embeddings with before and after callbacks:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#embedding_callbacks{ruby:line-numbers}
+
+See [Callbacks](/agents/callbacks) for more on callback functionality.
+
+## Similarity Search
+
+Compare text similarity using cosine similarity:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#cosine_similarity{ruby:line-numbers}
+
+## Model Dimensions
+
+Different models produce different embedding dimensions:
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#model_dimensions{ruby:line-numbers}
+
+<<< @/../test/docs/actions/embeddings_examples_test.rb#reducing_dimensions{ruby:line-numbers}
+
+## Related Documentation
+
+- [Generation](/agents/generation) - Understanding the generation workflow
+- [Callbacks](/agents/callbacks) - Before and after embedding hooks
+- [OpenAI Provider](/providers/open_ai) - OpenAI embedding models
+- [Ollama Provider](/providers/ollama) - Local embedding generation
diff --git a/docs/actions/messages.md b/docs/actions/messages.md
new file mode 100644
index 00000000..ddec4e71
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+++ b/docs/actions/messages.md
@@ -0,0 +1,130 @@
+# Messages
+
+Messages build the conversation context for agent interactions. Each message has a role (user, assistant, system, or tool) and content (text, images, or documents). ActiveAgent supports both native provider formats and a unified common format that works across all providers.
+
+## Message Roles
+
+Understanding roles helps you structure conversations correctly:
+
+- **User** - Input from the user to the agent (text, images, documents)
+- **Assistant** - Responses from the agent, including tool call requests
+- **System** - Instructions that guide agent behavior (set via `instructions` option)
+- **Tool** - Results from tool executions (handled automatically)
+
+Most of the time you'll send user messages and inspect assistant/tool responses.
+
+## Sending Messages
+
+### Single Message
+
+The simplest way to send a message:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#single_message_agent {ruby:line-numbers}
+
+Use the `message:` keyword for clarity:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#message_keyword_agent {ruby:line-numbers}
+
+### Multiple Messages
+
+Send multiple strings as separate user messages in a single prompt:
+
+::: code-group
+<<< @/../test/docs/actions/messages_examples_test.rb#multiple_messages_agent {ruby:line-numbers} [inline]
+<<< @/../test/docs/actions/messages_examples_test.rb#multiple_messages_agent {ruby:line-numbers} [array]
+:::
+
+### Messages with Roles
+
+Set explicit roles using hashes. The default role is `:user`:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#messages_with_roles_agent {ruby:line-numbers}
+
+**Note:** Use the `instructions` option for system messages. System role messages are dropped in common format and replaced by instructions. [Learn about instructions →](/agents/instructions)
+
+## Images and Documents
+
+ActiveAgent provides a unified interface for multimodal inputs. Pass HTTP URLs or Base64 data URIs - the framework converts them to the provider's native format.
+
+**ActiveStorage Support:** Direct attachment support for ActiveStorage files is coming soon.
+
+### Images
+
+<<< @/../test/docs/actions/messages_examples_test.rb#image_agent {ruby:line-numbers}
+
+### Documents
+
+Same interface for PDFs and other documents:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#document_agent {ruby:line-numbers}
+
+**Supported formats:**
+- Images: JPEG, PNG, GIF, WebP
+- Documents: PDF (provider-dependent)
+
+## Inspecting Responses
+
+After generation, access messages from the response:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#inspect_messages {ruby:line-numbers}
+
+### Grouping by Role
+
+Filter messages to find specific types:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#grouping_by_role {ruby:line-numbers}
+
+### System Messages
+
+System messages come from the `instructions` option:
+
+::: code-group
+<<< @/../test/docs/actions/messages_examples_test.rb#system_messages_agent {ruby:line-numbers} [agent.rb]
+<<< @/../test/docs/actions/messages_examples_test.rb#inspect_system_message {ruby:line-numbers} [inspect.rb]
+:::
+
+### Assistant Messages
+
+Assistant messages contain the agent's responses. Provide conversation history by including previous assistant messages:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#assistant_history_agent {ruby:line-numbers}
+
+### Tool Messages
+
+Tool messages contain results from tool executions. ActiveAgent handles tool calls and their results automatically. [Learn about tools →](/actions/tools)
+
+```ruby
+# Tool messages contain execution results
+tool_messages.first.content
+# => "https://cataas.com/cat/5e9..."
+```
+
+## Common vs Native Format
+
+ActiveAgent provides two ways to work with messages:
+
+### Common Format (Recommended)
+
+Use the unified `prompt()` interface. ActiveAgent normalizes messages across providers:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#common_format_agent {ruby:line-numbers}
+
+**Benefits:**
+- Switch providers without changing code
+- Consistent API across all providers
+- Automatic format conversion
+
+### Native Format
+
+For provider-specific features, use native message structures:
+
+<<< @/../test/docs/actions/messages_examples_test.rb#native_format_agent {ruby:line-numbers}
+
+Both formats work with all providers, but common format is simpler and more portable.
+
+## Related Documentation
+
+- [Tools →](/actions/tools) - Defining and using agent tools
+- [Agent Instructions →](/agents/instructions) - Setting system messages and guiding agent behavior
+- [Generation →](/agents/generation) - How messages flow through the generation process
+- [Structured Output →](/actions/structured-output) - Formatting agent responses
diff --git a/docs/actions/structured_output.md b/docs/actions/structured_output.md
new file mode 100644
index 00000000..41b395f6
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+++ b/docs/actions/structured_output.md
@@ -0,0 +1,147 @@
+# Structured Output
+
+Control JSON responses from AI models with `json_object` (simple) or `json_schema` (validated).
+
+Default: agents return plain text or markdown. Use `response_format` for JSON output. See [Actions](/actions/messages) for general prompt parameters.
+
+## Response Format Types
+
+Two JSON response formats:
+
+- **`json_object`** - Valid JSON without schema enforcement
+- **`json_schema`** - Schema-validated JSON output
+
+## Provider Support
+
+| Provider       | `json_object` | `json_schema` | Notes |
+|:---------------|:-------------:|:-------------:|:------|
+| **OpenAI**     | 🟩            | 🟩             | Native support with strict mode (Responses API only for json_schema) |
+| **Anthropic**  | 🟦            | ❌             | Emulated via prompt engineering technique |
+| **OpenRouter** | 🟩            | 🟩             | Native support, depends on underlying model |
+| **Ollama**     | 🟨            | 🟨             | Model-dependent, support varies by model |
+| **Mock**       | 🟩            | 🟩             | Accepted but not validated or enforced |
+
+## JSON Object Mode
+
+Valid JSON without strict schema validation.
+
+### Basic Usage
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#basic_json_object_agent {ruby:line-numbers}
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#basic_json_object_usage {ruby:line-numbers}
+
+### Parsing JSON Objects
+
+Use `.parsed_json` (or aliases `.json_object` / `.parse_json`) to extract and parse JSON from responses:
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#json_object_parsing {ruby:line-numbers}
+
+The method automatically:
+- Finds the first `{` or `[` in the content
+- Extracts JSON between opening and closing brackets
+- Parses and transforms keys as specified
+- Returns `nil` if parsing fails
+
+### Emulated Support (Anthropic)
+
+Anthropic doesn't natively support JSON mode. ActiveAgent emulates it by:
+
+1. Prepending `"Here is the JSON requested:\n{"` to prime Claude
+2. Receiving Claude's continuation
+3. Reconstructing complete JSON
+4. Removing the lead-in from message history
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#anthropic_json_agent {ruby:line-numbers}
+
+**Best practices for emulated mode:**
+- Be explicit in prompts: "return a JSON object"
+- Describe expected structure
+- Validate output in production code
+
+## JSON Schema Mode
+
+Guaranteed schema conformance with automatic validation.
+
+### Using Schema Views
+
+Reference schema files from your agent's view directory:
+
+::: code-group
+<<< @/../test/docs/actions/structured_output_examples_test.rb#json_schema_with_view_agent {ruby:line-numbers} [data_extract_agent.rb]
+<<< @/../test/dummy/app/views/agents/docs/actions/structured_output_examples/data_extraction/parse_resume.schema.json {json:line-numbers} [data_extraction/parse_resume.schema.json]
+:::
+
+### Schema Loading
+
+Schemas are loaded from standard view paths as `{action_name}.schema.json`:
+
+1. **Action-specific**: `views/agents/{agent}/{action}.schema.json`
+2. **Custom named**: `views/agents/{agent}/{custom_name}.schema.json`
+
+When `response_format: :json_schema`, it loads `{action_name}.schema.json` by default.
+
+### Named Schemas
+
+Share schemas across multiple actions by referencing schema files by name:
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#named_json_schema_agent {ruby:line-numbers}
+
+Place shared schemas at the agent level (e.g., `views/agents/my_agent/colors.schema.json`) and reference them from any action. Use this pattern for:
+- Reusing schemas across multiple actions in the same agent
+- Organizing related schemas in one location
+- Maintaining consistency across agent methods
+
+### Inline Schema Definition
+
+Pass schemas directly via `response_format`:
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#inline_json_schema_agent {json:line-numbers}
+
+## Schema Generation
+
+Generate schemas from Ruby models for consistency and reusability.
+
+### From ActiveModel
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#user_model_with_schema {ruby:line-numbers}
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#generate_schema_activemodel {ruby:line-numbers}
+
+### From ActiveRecord
+
+```ruby
+class BlogPost < ApplicationRecord
+  include ActiveAgent::SchemaGenerator
+end
+
+schema = BlogPost.to_json_schema(
+  strict: true,
+  name: "blog_post",
+  exclude: [:created_at, :updated_at]  # Omit timestamps
+)
+```
+
+Columns and validations are automatically detected.
+
+### Using Generated Schemas
+
+Integrate generated schemas into agents:
+
+<<< @/../test/docs/actions/structured_output_examples_test.rb#extraction_agent_with_model {ruby:line-numbers}
+
+## Troubleshooting
+
+**Invalid JSON** - Check provider support table above. Verify model compatibility and valid JSON Schema.
+
+**Missing fields** - Use `strict: true` mode. Add validations to your model.
+
+**Type mismatches** - Match schema types to provider capabilities. Test with actual responses.
+
+## See Also
+
+- [Data Extraction Agent Example](/examples/data-extraction-agent)
+- [Actions & Prompts](/actions/messages)
+- [OpenAI Provider](/providers/open-ai)
+- [OpenRouter Provider](/providers/open-router)
+- [Anthropic Provider](/providers/anthropic)
diff --git a/docs/actions/tools.md b/docs/actions/tools.md
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+++ b/docs/actions/tools.md
@@ -0,0 +1,104 @@
+# Tools
+
+Tools extend agents with callable functions that LLMs can trigger during generation. ActiveAgent provides a unified interface across providers while highlighting provider-specific capabilities.
+
+## Quick Start
+
+Define a method in your agent and register it as a tool:
+
+<<< @/../test/docs/actions/tools_examples_test.rb#quick_start_weather_agent {ruby:line-numbers}
+<<< @/../test/docs/actions/tools_examples_test.rb#quick_start_weather_usage {ruby:line-numbers}
+
+The LLM calls `get_weather` automatically when it needs weather data, and uses the result to generate its response.
+
+## Provider Support Matrix
+
+| Provider       | Functions | Server-side Tools | MCP Support | Notes |
+|:---------------|:---------:|:-----------------:|:-----------:|:------|
+| **OpenAI**     | 🟩        | 🟩                | 🟩          | Server-side tools and MCP require Responses API |
+| **Anthropic**  | 🟩        | 🟩                | 🟨          | MCP in beta |
+| **OpenRouter** | 🟩        | ❌                | 🟦          | MCP via converted tool definitions; model-dependent capabilities |
+| **Ollama**     | 🟩        | ❌                | ❌          | Model-dependent capabilities |
+| **Mock**       | 🟦        | ❌                | ❌          | Accepted but not enforced |
+
+## Functions (Universal Support)
+
+Functions are the core tool capability supported by all providers. Define methods in your agent that the LLM can call with appropriate parameters.
+
+### Basic Function Registration
+
+Register functions by passing tool definitions to the `tools` parameter:
+
+::: code-group
+<<< @/../test/docs/actions/tools_examples_test.rb#anthropic_basic_function {ruby:line-numbers} [Anthropic]
+<<< @/../test/docs/actions/tools_examples_test.rb#ollama_basic_function {ruby:line-numbers} [Ollama]
+<<< @/../test/docs/actions/tools_examples_test.rb#openai_basic_function {ruby:line-numbers} [OpenAI]
+<<< @/../test/docs/actions/tools_examples_test.rb#openrouter_basic_function {ruby:line-numbers} [OpenRouter]
+:::
+
+When the LLM decides to call a tool, ActiveAgent routes the call to your agent method and returns the result automatically.
+
+### Tool Choice Control
+
+Control which tools the LLM can use:
+
+```ruby
+# Let the model decide (default)
+prompt(message: "...", tools: tools, tool_choice: "auto")
+
+# Force the model to use a tool
+prompt(message: "...", tools: tools, tool_choice: "required")
+
+# Prevent tool usage
+prompt(message: "...", tools: tools, tool_choice: "none")
+
+# Force a specific tool (provider-dependent)
+prompt(message: "...", tools: tools, tool_choice: { type: "function", name: "get_weather" })
+```
+
+## Server-Side Tools (Provider-Specific)
+
+Some providers offer built-in tools that run on their servers, providing capabilities like web search and code execution without custom implementation.
+
+### OpenAI Built-in Tools
+
+OpenAI's **Responses API** provides several built-in tools (requires GPT-5, GPT-4.1, o3, etc.) including Web Search for current information, File Search for querying vector stores, and other tools like image generation, code interpreter, and computer use. For complete details and examples, see [OpenAI's tools documentation](https://platform.openai.com/docs/guides/tools) and the [OpenAI Provider documentation](/providers/open_ai#built-in-tools).
+
+### Anthropic Built-in Tools
+
+Anthropic provides web access and specialized capabilities including Web Search for real-time information, Web Fetch (Beta) for specific URLs, Extended Thinking to show reasoning processes, and Computer Use (Beta) for interface interaction. For complete details and examples, see [Anthropic's tool use documentation](https://docs.claude.com/en/docs/agents-and-tools/tool-use/overview).
+
+## Model Context Protocol (MCP)
+
+MCP (Model Context Protocol) enables agents to connect to external services and APIs. Think of it as a universal adapter for integrating tools and data sources.
+
+### OpenAI MCP Integration
+
+OpenAI supports MCP through their Responses API in two ways: pre-built connectors for popular services (Dropbox, Google Drive, GitHub, Slack, and more) and custom MCP servers. For complete details on OpenAI's MCP support, connector IDs, and configuration options, see [OpenAI's MCP documentation](https://platform.openai.com/docs/guides/mcp).
+
+### Anthropic MCP Integration
+
+Anthropic supports MCP servers via the `mcp_servers` parameter (beta feature). You can connect up to 20 MCP servers per request. For the latest on Anthropic's MCP implementation and configuration, see [Anthropic's MCP documentation](https://docs.anthropic.com/en/docs/build-with-claude/mcp).
+
+### OpenRouter MCP Integration
+
+::: info Coming Soon
+MCP support for OpenRouter is currently under development and will be available in a future release.
+:::
+
+## Troubleshooting
+
+### Tool Not Being Called
+
+If the LLM doesn't call your function when expected, improve the tool description or use `tool_choice: "required"` to force tool usage.
+
+### Invalid Parameters
+
+If the LLM passes unexpected parameters, add detailed parameter descriptions with `enum` for restricted choices and mark required parameters explicitly.
+
+## Related Documentation
+
+- [Messages](/actions/messages) - Learn about conversation structure
+- [Streaming](/agents/streaming) - Use tools with streaming responses
+- [OpenAI Provider](/providers/open_ai) - OpenAI-specific tool features
+- [Anthropic Provider](/providers/anthropic) - Anthropic-specific capabilities
diff --git a/docs/agents.md b/docs/agents.md
new file mode 100644
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--- /dev/null
+++ b/docs/agents.md
@@ -0,0 +1,101 @@
+---
+title: Agents
+---
+# Agents
+
+Controllers for AI interactions. Like Rails controllers, agents have actions, callbacks, views, and concerns—but they generate AI responses instead of rendering HTML.
+
+## Quick Example
+
+<<< @/../test/docs/agents_examples_test.rb#quick_example_support_agent{ruby:line-numbers}
+
+Usage:
+
+<<< @/../test/docs/agents_examples_test.rb#quick_example_support_agent_usage{ruby:line-numbers}
+
+## How It Works
+
+The request-response cycle mirrors Rails controllers:
+
+1. **Action called** - `Agent.with(params).action`
+2. **Callbacks run** - `before_generation`, `before_prompting`
+3. **Context built** - `prompt()` or `embed()` configures messages
+4. **View rendered** - ERB template (if exists) renders content
+5. **Provider executes** - AI service generates response
+6. **Result returned** - Response object with message and metadata
+
+## Building Agents
+
+### Basic Structure
+
+Inherit from `ActiveAgent::Base` (or `ApplicationAgent`) and define actions:
+
+<<< @/../test/docs/agents_examples_test.rb#basic_structure_translation_agent{ruby:line-numbers}
+
+Actions are public instance methods that call `prompt()` or `embed()`.
+
+### Invocation
+
+Call agents using `with()` to pass parameters:
+
+<<< @/../test/docs/agents_examples_test.rb#invocation_with_parameters{ruby:line-numbers}
+
+For prototyping, use direct methods:
+
+<<< @/../test/docs/agents_examples_test.rb#invocation_direct_methods{ruby:line-numbers}
+
+See [Generation](/agents/generation) for complete documentation on execution patterns and response objects.
+
+### Actions Interface
+
+Agents define actions using `prompt()` or `embed()` to configure generation context:
+
+<<< @/../test/docs/agents_examples_test.rb#actions_interface_agent{ruby:line-numbers}
+
+See [Actions](/actions) for complete documentation on messages, tools, structured output, and embeddings.
+
+## Advanced Features
+
+### Using Concerns
+
+Extend agents with concerns to share functionality across multiple agents:
+
+<<< @/../test/docs/agents_examples_test.rb#concerns_research_tools{ruby:line-numbers}
+
+Concerns let you:
+- Share tool actions across multiple agents
+- Organize complex agents into logical modules
+- Reuse common patterns (authentication, logging, data access)
+- Test functionality independently
+
+### Callbacks
+
+Hook into the generation lifecycle:
+
+<<< @/../test/docs/agents_examples_test.rb#callbacks_agent{ruby:line-numbers}
+
+See [Callbacks](/agents/callbacks) for complete documentation.
+
+### Streaming
+
+Stream responses in real-time:
+
+<<< @/../test/docs/agents_examples_test.rb#streaming_agent{ruby:line-numbers}
+
+See [Streaming](/agents/streaming) for complete documentation.
+
+## Learn More
+
+**Core Features:**
+- [Generation](/agents/generation) - Execution patterns and response objects
+- [Instructions](/agents/instructions) - System prompts that guide behavior
+- [Callbacks](/agents/callbacks) - Lifecycle hooks and event handling
+- [Streaming](/agents/streaming) - Real-time response updates
+- [Error Handling](/agents/error-handling) - Retries and graceful degradation
+
+**Related Topics:**
+- [Tool Calling](/actions/tool-calling) - Use agent actions as AI-callable tools
+- [Structured Output](/actions/structured-output) - Extract typed data with schemas
+- [Embeddings](/actions/embeddings) - Vector generation for semantic search
+- [Testing](/framework/testing) - Test agents and concerns
+- [Instrumentation](/framework/instrumentation) - Monitor with notifications
diff --git a/docs/agents/callbacks.md b/docs/agents/callbacks.md
new file mode 100644
index 00000000..68efaff5
--- /dev/null
+++ b/docs/agents/callbacks.md
@@ -0,0 +1,47 @@
+# Callbacks
+
+ActiveAgent provides `before_generation`, `after_generation`, and `around_generation` callbacks for the generation lifecycle. These callbacks are also available with the `*_prompting` alias (e.g., `before_prompting`, `after_prompting`, `around_prompting`).
+
+## Before Generation
+
+Runs before the generation executes. Use for setup, loading context, or validation:
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#before_generation {ruby:line-numbers}
+
+## After Generation
+
+Runs after generation completes. Use for logging, caching, or post-processing:
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#after_generation {ruby:line-numbers}
+
+After callbacks are skipped if the callback chain is terminated with `throw :abort`.
+
+## Around Generation
+
+Wraps the entire generation process. Use for timing, transactions, or wrapping operations:
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#around_generation {ruby:line-numbers}
+
+## Multiple and Conditional Callbacks
+
+Register multiple callbacks and apply them conditionally with `:if` and `:unless`. Callbacks execute in registration order (before/around) or reverse order (after):
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#multiple_conditional_callbacks {ruby:line-numbers}
+
+Execution order: `load_context`, `check_rate_limit` (if enabled), [generation], `log_response`
+
+## Embedding Callbacks
+
+ActiveAgent provides `before_embedding`, `after_embedding`, and `around_embedding` callbacks for embedding operations. Behavior is identical to generation callbacks:
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#embedding_callbacks {ruby:line-numbers}
+
+See [Embeddings](/actions/embeddings) for complete documentation.
+
+## Streaming Callbacks
+
+ActiveAgent provides `on_stream_open`, `on_stream`, and `on_stream_close` callbacks for handling real-time streaming responses:
+
+<<< @/../test/docs/agents/callbacks_examples_test.rb#streaming_callbacks {ruby:line-numbers}
+
+See [Streaming](/agents/streaming) for complete documentation.
diff --git a/docs/agents/error-handling.md b/docs/agents/error-handling.md
new file mode 100644
index 00000000..52229487
--- /dev/null
+++ b/docs/agents/error-handling.md
@@ -0,0 +1,71 @@
+# Error Handling
+
+ActiveAgent provides two complementary layers of error handling for building resilient agents:
+
+1. **Retries** - Automatically retry transient network failures
+2. **Rescue Handlers** - Application-level error recovery with agent context
+
+## Retries
+
+ActiveAgent automatically retries network failures 3 times with exponential backoff. Configure globally or per-agent:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#retries {ruby:line-numbers}
+
+See **[Retries](/framework/retries)** for custom retry strategies, conditional logic, and monitoring.
+
+## Rescue Handlers
+
+Use `rescue_from` for application-level error recovery with full agent context. Handle different error types with specific strategies:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#rescue_handlers {ruby:line-numbers}
+
+## Combining Strategies
+
+Combine retries with rescue handlers for comprehensive error handling:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#combining_strategies {ruby:line-numbers}
+
+**Execution flow:**
+
+1. Retries run first for transient network failures
+2. Rescue handlers catch exceptions after retries are exhausted
+
+## Monitoring
+
+Monitor errors using ActiveSupport::Notifications:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#monitoring {ruby:line-numbers}
+
+See **[Instrumentation](/framework/instrumentation)** for complete monitoring documentation.
+
+## Patterns
+
+### Fast Failure for Real-Time
+
+Disable retries and provide immediate fallback for user-facing features:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#fast_failure {ruby:line-numbers}
+
+### Background Job Integration
+
+Let job framework handle retries:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#background_job_integration {ruby:line-numbers}
+
+### Graceful Degradation
+
+Provide cached or simplified responses when primary service fails:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#graceful_degradation {ruby:line-numbers}
+
+## Testing
+
+Test error handling in your agent specs:
+
+<<< @/../test/docs/agents/error_handling_examples_test.rb#testing_error_handling {ruby:line-numbers}
+
+## Related Documentation
+
+- **[Retries](/framework/retries)** - Retry configuration and strategies
+- **[Instrumentation](/framework/instrumentation)** - Monitoring and logging
+- **[Callbacks](/agents/callbacks)** - Before/after hooks
diff --git a/docs/agents/generation.md b/docs/agents/generation.md
new file mode 100644
index 00000000..af6e5415
--- /dev/null
+++ b/docs/agents/generation.md
@@ -0,0 +1,101 @@
+# Generation
+
+Execute AI generations synchronously or asynchronously using ActiveAgent's generation methods.
+
+## Synchronous
+
+Execute immediately and return the response:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#synchronous_generation_basic{ruby:line-numbers}
+
+Use `generate_now` (alias: `prompt_now`) for generations or `embed_now` for embeddings.
+
+## Asynchronous
+
+Queue for background execution using Active Job:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#asynchronous_generation_basic{ruby:line-numbers}
+
+<<< @/../test/docs/agents/generation_examples_test.rb#asynchronous_generation_options{ruby:line-numbers}
+
+Use `generate_later` (alias: `prompt_later`) for generations or `embed_later` for embeddings. Background jobs run through `ActiveAgent::GenerationJob` and respect your Active Job configuration.
+
+Configure queue name and adapter:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#background_job_configuration{ruby:line-numbers}
+
+Jobs use your Active Job adapter (Sidekiq, Resque, etc.).
+
+## Interfaces
+
+### Direct Generation
+
+Generate without defining action methods:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#direct_generation_basic{ruby:line-numbers}
+
+### Parameterized Generation
+
+Pass parameters to action methods:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#parameterized_generation_agent{ruby:line-numbers}
+
+<<< @/../test/docs/agents/generation_examples_test.rb#parameterized_generation_usage{ruby:line-numbers}
+
+### Action-Based Generation
+
+Define reusable actions:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#action_based_generation_agent{ruby:line-numbers}
+
+<<< @/../test/docs/agents/generation_examples_test.rb#action_based_generation_usage{ruby:line-numbers}
+
+## Inspecting Before Execution
+
+Access prompt properties before generating:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#inspecting_before_execution{ruby:line-numbers}
+
+This is useful for debugging, testing, or conditional execution.
+
+## Response Objects
+
+All generations return response objects:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#response_objects_prompt{ruby:line-numbers}
+
+```ruby
+response.message           # Most Recent Message
+response.messages          # Full Message Stack
+response.parsed_json       # Extracted JSON, if Parsable
+
+response.raw_request       # The most recent request in provider format
+response.raw_response      # The most recent response in provider format
+response.context           # The original context that was sent
+
+# Usage statistics (when available from provider)
+response.prompt_tokens     # Input tokens used
+response.completion_tokens # Output tokens used
+response.total_tokens      # Total tokens used
+```
+
+For embeddings:
+
+<<< @/../test/docs/agents/generation_examples_test.rb#response_objects_embedding{ruby:line-numbers}
+
+```ruby
+response.data         # Collection of Embedding Datum
+
+response.raw_request  # The most recent request in provider format
+response.raw_response # The most recent response in provider format
+response.context      # The original context that was sent
+
+# Usage statistics (when available from provider)
+response.prompt_tokens
+```
+
+## Next Steps
+
+- [Streaming](/agents/streaming) - Stream responses in real-time
+- [Callbacks](/agents/callbacks) - Hook into generation lifecycle
+- [Error Handling](/agents/error-handling) - Handle failures gracefully
diff --git a/docs/agents/instructions.md b/docs/agents/instructions.md
new file mode 100644
index 00000000..27dacf5f
--- /dev/null
+++ b/docs/agents/instructions.md
@@ -0,0 +1,359 @@
+# Agent Instructions
+
+Instructions are system-level messages that guide how agents behave and respond. They define the agent's personality, capabilities, constraints, and how it should use available tools. Think of instructions as the agent's "operating manual" that shapes every interaction.
+
+## Why Instructions Matter
+
+Well-crafted instructions help agents:
+- Understand their role and capabilities
+- Know when and how to use available tools
+- Maintain consistent behavior across interactions
+- Handle edge cases and error scenarios appropriately
+- Provide responses in the desired tone and format
+
+## Setting Instructions
+
+ActiveAgent provides five flexible ways to define instructions, from simple strings to dynamic ERB templates.
+
+### 1. Default Instructions Template
+
+The simplest approach: create an `instructions.md.erb` (or `instructions.text.erb`) file in your agent's view directory. ActiveAgent automatically loads it when you call `prompt` without explicit instructions.
+
+::: code-group
+<<< @/../test/docs/agents/instructions_examples_test.rb#default_template {ruby:line-numbers} [agent.rb]
+
+<<< @/../test/dummy/app/views/docs/agents/instructions/default_template/agent/instructions.md.erb{erb:line-numbers} [instructions.md.erb]
+:::
+
+**Strict Loading:** Pass `instructions: true` to enforce strict template loading. This will raise an error if the template file cannot be found, useful for catching missing instruction files in production.
+
+```ruby
+# Raises error if instructions.md.erb is missing
+generate_with instructions: true
+```
+
+**When to use:** Most production agents. Keeps instructions organized, version-controlled, and easy to iterate.
+
+### 2. Inline String Instructions
+
+Pass a string directly to `generate_with` for simple, static instructions:
+
+<<< @/../test/docs/agents/instructions_examples_test.rb#inline_string {ruby:line-numbers} [agent.rb]
+
+**When to use:** Quick prototypes, simple agents with minimal instructions, or when instructions fit in one clear sentence.
+
+### 3. Custom Instructions Template
+
+Reference a specific template by name, optionally passing local variables. You can set this globally in `generate_with` or override per-action in the `prompt` call:
+
+::: code-group
+<<< @/../test/docs/agents/instructions_examples_test.rb#custom_template {ruby:line-numbers} [agent.rb]
+
+<<< @/../test/dummy/app/views/docs/agents/instructions/custom_template/agent/custom_instructions.md.erb{erb:line-numbers} [custom_instructions.text.erb]
+:::
+
+**When to use:**
+- Multiple agents sharing instruction templates
+- Different instruction sets for different actions
+- Instructions needing dynamic data from instance variables or locals
+
+### 4. Method Reference (Symbol)
+
+Reference a method that returns instruction text. This enables dynamic instructions based on agent state or parameters:
+
+<<< @/../test/docs/agents/instructions_examples_test.rb#dynamic_method {ruby:line-numbers} [agent.rb]
+
+**When to use:** Instructions that vary based on:
+- User roles or permissions
+- Agent state or configuration
+- Request context or parameters
+- Time of day, locale, or other runtime factors
+
+### 5. Array of Instructions
+
+Pass multiple instruction strings that become separate system messages if supported by the provider, otherwise they are joined together:
+
+<<< @/../test/docs/agents/instructions_examples_test.rb#multi_array {ruby:line-numbers} [agent.rb]
+
+**When to use:**
+- Breaking complex instructions into logical sections
+- Emphasizing multiple distinct requirements
+- Testing which instruction ordering works best
+
+**Note:** Providers like Anthropic support multiple system messages, while others like OpenAI will join them into a single system message. The framework handles this automatically.
+
+## Format Support
+
+Instructions templates support multiple formats:
+
+### Text Format (.text.erb)
+Plain text instructions - most commonly supported:
+
+```erb
+You are a helpful assistant.
+Available tools: search, analyze, report.
+```
+
+### Markdown Format (.md.erb)
+Use markdown for structured instructions with formatting:
+
+```erb
+# Technical Support Agent
+
+## Role
+You provide **technical support** for software issues.
+
+## Guidelines
+- Always verify the problem before suggesting solutions
+- Ask clarifying questions when needed
+- Be patient and encouraging
+```
+
+**Note:** The format you choose affects how providers receive the instructions. Test with your specific provider to ensure formatting is preserved or stripped appropriately.
+
+## Instruction Precedence
+
+When instructions are defined in multiple places, they override in this order (highest to lowest priority):
+
+1. **Per-action in `prompt()` call** - `prompt(instructions: "Override")`
+2. **In `generate_with` configuration** - `generate_with :openai, instructions: "Global"`
+3. **Default template** - `instructions.md.erb` in views directory
+
+<<< @/../test/docs/agents/instructions_examples_test.rb#precedence {ruby:line-numbers} [agent.rb]
+
+## Writing Effective Instructions
+
+### Be Clear and Specific
+
+**Bad:**
+```
+You're helpful.
+```
+
+**Good:**
+```
+You are a customer support agent for Acme Corp. Your goal is to resolve
+customer issues quickly and professionally. Always verify the customer's
+account before making changes.
+```
+
+### Define Tool Usage Clearly
+
+When agents have tools available, explain when and how to use them:
+
+```md
+You are a hotel booking assistant helping <%= @user.name %> find and reserve accommodations near their travel destination.
+
+## Available Tools
+
+Use these tools in sequence to complete bookings:
+
+1. **search** - Find hotels matching the user's criteria (location, dates, preferences)
+2. **book** - Reserve a specific hotel room for the user
+3. **confirm** - Finalize the reservation and provide confirmation details
+
+## Booking Workflow
+
+1. Use `search` to find hotels in the requested location with the user's dates and preferences
+2. Present options and help the user choose based on their needs (price, amenities, location)
+3. Use `book` to reserve the selected hotel room
+4. Use `confirm` to finalize the booking and provide the confirmation number
+
+## Guidelines
+
+- Always verify the destination, check-in/check-out dates, and number of guests before searching
+- Present hotel options with key details: price, rating, amenities, distance from destination
+- Confirm all booking details with the user before calling `book`
+- After booking, clearly communicate the confirmation number and cancellation policy
+```
+
+
+**Key elements:**
+- Context about what the agent is helping with
+- List of available tools (using `action_schemas`)
+- Expected workflow or sequence of tool usage
+- Any constraints or requirements
+
+### Use ERB for Dynamic Context
+
+Instructions are ERB templates - leverage that for contextual information:
+
+```erb
+You are assisting <%= @user.name %> (<%= @user.email %>).
+
+<% if @user.premium? %>
+Premium features are available to this user.
+<% end %>
+
+Available actions:
+<% controller.action_methods.each do |action| %>
+- <%= action %>
+<% end %>
+```
+
+**Available in instruction templates:**
+- `@instance_variables` set in actions or callbacks
+- `params[:param_name]` from parameterization
+- `controller` for accessing agent methods
+- Local variables passed via `locals: { var: value }`
+
+### Structure for Clarity
+
+Break complex instructions into sections:
+
+```erb
+## Role
+You are a technical documentation assistant specializing in API documentation.
+
+## Capabilities
+- Generate code examples in multiple languages
+- Explain complex technical concepts clearly
+- Suggest best practices and design patterns
+
+## Constraints
+- Never expose API keys or secrets in examples
+- Always validate that code examples would actually work
+- If unsure about something, say so explicitly
+```
+
+### Be Concise but Complete
+
+Find the balance between thoroughness and brevity:
+
+**Too vague:**
+```
+Help users with their questions.
+```
+
+**Too verbose:**
+```
+You are an agent designed to help users by answering their questions. When
+users ask questions, you should provide helpful answers. Make sure your
+answers are helpful and answer what the user is asking about. Always try
+to be as helpful as possible in every situation...
+```
+
+**Just right:**
+```
+You are a product expert for HomeKit devices. Answer questions accurately
+using the product documentation. If a question is outside your knowledge,
+direct users to human support.
+```
+
+
+## Common Patterns
+
+### Role + Task + Constraints
+
+A proven structure for most agents:
+
+```erb
+ROLE: You are [who/what the agent is]
+
+TASK: Your goal is to [primary objective]
+
+CONSTRAINTS:
+- [Important limitation 1]
+- [Important limitation 2]
+- [Important limitation 3]
+```
+
+### Tool-First Instructions
+
+For tool-heavy agents, lead with capabilities:
+
+```erb
+You have access to these tools:
+
+- [Action Name]: [Description]
+
+Use these tools to help users with [specific task].
+
+WORKFLOW:
+1. [Step one]
+2. [Step two]
+3. [Step three]
+```
+
+### Context-Aware Instructions
+
+Adapt instructions based on user or session context:
+
+```erb
+Assisting: <%= @user.name %> (<%= @user.tier %> tier)
+
+<% if @user.tier == "enterprise" %>
+Full feature set available. Prioritize advanced features.
+<% else %>
+Basic tier - core features only.
+<% end %>
+
+Session context:
+- Previous queries: <%= @session.query_count %>
+- Conversation started: <%= @session.started_at.strftime("%Y-%m-%d %H:%M") %>
+```
+
+### Multi-Agent Systems
+
+When agents call other agents, provide context:
+
+```erb
+You are the <%= params[:agent_role] %> agent in a multi-agent system.
+
+Your responsibilities:
+<%= params[:responsibilities] %>
+
+When you need help with <%= params[:delegation_trigger] %>,
+delegate to the <%= params[:delegate_to] %> agent.
+```
+
+## Troubleshooting
+
+### Agent Ignoring Instructions
+
+**Symptoms:** Agent doesn't follow rules or use tools correctly
+
+**Solutions:**
+- Simplify instructions - remove ambiguity
+- Add concrete examples of correct behavior
+- Increase specificity about when to use tools
+- Test if provider supports instruction length (some have limits)
+- Try different instruction ordering
+
+### Instructions Too Long
+
+**Symptoms:** Provider errors about context length, slow responses
+
+**Solutions:**
+- Move detailed information to message content, not instructions
+- Use more concise language
+- Consider multi-turn conversations instead of massive instructions
+- Reference documentation via tools rather than embedding it
+
+### Dynamic Instructions Not Working
+
+**Symptoms:** Instance variables unavailable, methods not found
+
+**Solutions:**
+- Ensure variables are set in action or `before_action` callback
+- Check that template path matches agent name and is in correct directory
+- Verify locals are passed: `{ template: :name, locals: { var: value } }`
+- Use `controller.method_name` for agent methods
+
+### Instructions Not Loading
+
+**Symptoms:** No system message in provider request
+
+**Solutions:**
+- Verify file location: `app/views/[agent_name]/instructions.[format].erb`
+- Check file naming: must be exactly `instructions.text.erb` or `instructions.md.erb`
+- Ensure `prompt` is called in action (instructions only load during generation)
+- Look for instruction precedence - explicit instructions override templates
+
+## Related Documentation
+
+- [Actions](/actions/actions) - How instructions integrate with agent actions
+- [Messages](/actions/messages) - Understanding message roles and context
+- [Prompts](/actions/prompts) - Building prompt contexts with instructions
+- [Views](/agents) - ERB template rendering for agents
+- [Testing](/framework/testing) - Testing agents with different instructions
diff --git a/docs/agents/streaming.md b/docs/agents/streaming.md
new file mode 100644
index 00000000..57928a4c
--- /dev/null
+++ b/docs/agents/streaming.md
@@ -0,0 +1,164 @@
+# Streaming
+
+Stream responses from AI providers in real-time using ActiveAgent's streaming callbacks. This guide covers handling streaming responses with callbacks that execute at different points in the streaming lifecycle.
+
+## Overview
+
+ActiveAgent provides three streaming callbacks:
+
+- `on_stream_open` - Invoked when the stream begins
+- `on_stream` - Invoked for every chunk received during streaming
+- `on_stream_close` - Invoked when the stream completes
+
+Callbacks automatically receive a `StreamChunk` object if they accept a parameter, providing access to the current message state and incremental delta content.
+
+## Basic Streaming
+
+Enable streaming by passing `stream: true` to your agent or prompt:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#basic_streaming_agent {ruby:line-numbers} [agent.rb]
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#basic_streaming_usage {ruby:line-numbers} [usage.rb]
+
+## StreamChunk Object
+
+Each callback receives a `StreamChunk` with two attributes:
+
+- `message` - The current message object from the provider (accumulated state)
+- `delta` - The incremental content for this specific chunk (may be `nil`)
+
+The `delta` contains only the new content received in the current chunk, while `message` contains the accumulated message state. Not all chunks contain a delta—some may only contain metadata updates.
+
+```ruby
+def log_chunk(chunk)
+  # Delta contains only new content for this chunk
+  Rails.logger.debug("New content: #{chunk.delta}")
+
+  # Message contains accumulated provider response
+  Rails.logger.debug("Full message so far: #{chunk.message.inspect}")
+end
+```
+
+## Lifecycle Callbacks
+
+Use callbacks to handle different points in the streaming lifecycle:
+
+### on_stream_open
+
+Invoked when streaming begins. Use this to initialize state:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#lifecycle_open {ruby:line-numbers}
+
+
+### on_stream
+
+Invoked for every chunk. Keep processing lightweight:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#lifecycle_chunk {ruby:line-numbers}
+
+### on_stream_close
+
+Invoked when streaming completes. Use for cleanup and final processing:
+
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#lifecycle_close {ruby:line-numbers}
+
+## Callback Options
+
+### Optional Parameters
+
+Callbacks can accept a chunk parameter or omit it:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#callbacks_parameters_optional {ruby:line-numbers}
+
+### Multiple Callbacks
+
+Register multiple callbacks that execute in order:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#callbacks_parameters_multiple {ruby:line-numbers}
+
+### Conditional Execution
+
+Use `:if` and `:unless` to conditionally execute callbacks:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#callbacks_parameters_conditional {ruby:line-numbers}
+
+### Block Syntax
+
+Define callbacks inline with blocks:
+
+<<< @/../test/docs/agents/streaming_examples_test.rb#callbacks_paramters_blocks {ruby:line-numbers}
+
+## Provider Support
+
+Streaming is supported by these providers:
+
+- **OpenAI** - All chat completion models (GPT-4, GPT-3.5 Turbo, etc.)
+- **Anthropic** - Claude models (Claude 3 and Claude 4 families)
+- **OpenRouter** - Most models with streaming capability
+- **Ollama** - Local models with streaming support
+
+See the [providers documentation](/docs/providers) for provider-specific configuration.
+
+## Best Practices
+
+### Guard Against Nil Deltas
+
+Always check for `nil` delta values:
+
+```ruby
+def process_chunk(chunk)
+  return unless chunk.delta
+  print chunk.delta
+end
+```
+
+### Initialize State in on_stream_open
+
+Set up buffers and counters before streaming:
+
+```ruby
+on_stream_open { @buffer = [] }
+on_stream { |chunk| @buffer << chunk.delta if chunk.delta }
+on_stream_close { process(@buffer.join) }
+```
+
+### Handle Errors Gracefully
+
+Prevent callback errors from interrupting the stream:
+
+```ruby
+def safe_broadcast(chunk)
+  return unless chunk.delta
+  ActionCable.server.broadcast("channel", content: chunk.delta)
+rescue => e
+  Rails.logger.error("Broadcast failed: #{e.message}")
+end
+```
+
+### Keep on_stream Callbacks Light
+
+Heavy processing should happen in `on_stream_close`:
+
+```ruby
+# Good
+on_stream { |chunk| @buffer << chunk.delta if chunk.delta }
+on_stream_close { expensive_processing(@buffer.join) }
+
+# Avoid - runs for every chunk!
+on_stream { |chunk| expensive_processing(chunk.delta) }
+```
+
+## Limitations
+
+- **Background jobs**: Streaming doesn't work with `generate_later` since callbacks require an active agent instance
+- **Tool execution**: Providers may pause streaming to execute tools, then resume
+- **Provider differences**: Streaming behavior varies by provider—some send metadata chunks, others only send content
+- **Structured output**: Not all providers support streaming with structured output schemas
+
+## Next Steps
+
+- [Error Handling](/docs/agents/error-handling.md) - Handle failures in streaming and generation
+- [Callbacks](/docs/agents/callbacks.md) - Non-streaming lifecycle events
+- [Instrumentation](/docs/framework/instrumentation.md) - Monitor and measure streaming performance
+- [Providers](/docs/providers) - Provider-specific streaming documentation
diff --git a/docs/contributing/documentation.md b/docs/contributing/documentation.md
new file mode 100644
index 00000000..4873755a
--- /dev/null
+++ b/docs/contributing/documentation.md
@@ -0,0 +1,290 @@
+# Documentation
+
+ActiveAgent documentation is deterministic and always accurate because every code example comes from tested files. Documentation and code can't drift apart—if the code changes, the docs automatically reflect it.
+
+**Important:** When updating ActiveAgent documentation, you must follow the process outlined in this file. All code examples must be imported from tested files using VitePress imports—never hardcode examples in markdown.
+
+## Why This Matters
+
+**The problem with typical docs:** Code examples get hardcoded, tests don't cover them, and they become outdated as the codebase evolves.
+
+**Our solution:** Import all code directly from tests and implementations using VitePress. Examples stay synchronized with the actual codebase, outputs are real, and everything is traceable.
+
+## Core Principles
+
+1. **Zero hardcoded examples** — Use VitePress `<<<` imports only
+2. **Test everything documented** — If it's in docs, it must be tested
+3. **Generate real outputs** — Use `doc_example_output` for response examples
+4. **Maintain determinism** — VCR cassettes ensure consistent API responses
+
+## Quick Start
+
+To document a new feature:
+
+1. Write tests with region markers around example code
+2. Run tests to generate example outputs
+3. Import test regions into documentation
+4. Preview locally with `bin/docs`
+
+## How It Works
+
+### VitePress Code Imports
+
+Import code directly from source files instead of copying:
+
+```markdown
+<!-- Import full file -->
+<<< @/../test/dummy/app/agents/support_agent.rb {ruby}
+
+<!-- Import region (recommended for tests) -->
+<<< @/../test/docs/support_agent_test.rb#tool_call_example {ruby:line-numbers}
+```
+
+**When to use each:**
+- Full file: Complete agent implementations
+- Region: Test code examples (preferred)
+
+### Code Regions in Tests
+
+Mark code you want to reference in documentation:
+
+```ruby
+# region tool_call_example
+def test_tool_calling
+  response = SupportAgent.with(question: "Reset my password").help.generate_now
+  doc_example_output(response)
+  assert_includes response.tool_calls.map(&:name), "reset_password"
+end
+# endregion tool_call_example
+```
+
+**Region naming:** Use descriptive `snake_case` names unique within the file.
+
+### Generating Example Outputs
+
+The `doc_example_output` helper (in `test/test_helper.rb`) captures test results for documentation:
+
+```ruby
+def test_data_extraction
+  response = DataAgent.with(content: "...").extract.generate_now
+  doc_example_output(response) # Generates markdown file automatically
+  assert response.success?
+end
+```
+
+**What it creates:**
+- File: `docs/parts/examples/{test-file}-{test-name}.md`
+- Contains: Formatted output with source file link and metadata
+- Supports: Ruby objects, JSON, and response objects
+
+**Include in docs:**
+```markdown
+::: details Response Example
+<!-- @include: @/parts/examples/data-agent-test.rb-test-data-extraction.md -->
+:::
+```
+
+### VCR for Deterministic API Responses
+
+VCR records and replays HTTP interactions, ensuring:
+- Consistent test results across runs
+- No API costs during development
+- Deterministic documentation examples
+
+```ruby
+def test_translation
+  VCR.use_cassette("translation_agent_translate") do
+    response = TranslationAgent.with(text: "Hello", target: "fr").translate.generate_now
+    assert_equal "Bonjour", response.message
+  end
+end
+```
+
+Cassettes stored in `test/fixtures/vcr_cassettes/`. Re-record with: `VCR_RECORD_MODE=once bin/test`
+
+## Workflow
+
+### 1. Write Tests with Regions
+
+```ruby
+# test/docs/my_agent_test.rb
+class MyAgentTest < ActiveSupport::TestCase
+  # region basic_usage
+  def test_basic_feature
+    response = MyAgent.with(param: "value").my_action.generate_now
+    doc_example_output(response)
+    assert response.success?
+  end
+  # endregion basic_usage
+end
+```
+
+### 2. Run Tests
+
+```bash
+# Run specific test
+bin/test test/docs/my_agent_test.rb
+
+# Re-record VCR cassettes if needed
+VCR_RECORD_MODE=once bin/test test/docs/my_agent_test.rb
+```
+
+### 3. Import into Documentation
+
+```markdown
+<!-- docs/examples/my-feature.md -->
+
+## Basic Usage
+
+<<< @/../test/docs/my_agent_test.rb#basic_usage {ruby:line-numbers}
+
+::: details Response
+<!-- @include: @/parts/examples/my-agent-test.rb-test-basic-feature.md -->
+:::
+```
+
+### 4. Preview
+
+```bash
+bin/docs  # Starts VitePress dev server at http://localhost:5173
+```
+
+Verify code imports render correctly and links work.
+
+## Common Patterns
+
+### Simple Example
+
+Import a test region to show basic usage:
+
+```markdown
+<<< @/../test/docs/application_agent_test.rb#basic_usage {ruby:line-numbers}
+```
+
+### Implementation + View
+
+Show multiple related files together:
+
+```markdown
+::: code-group
+```ruby [translation_agent.rb]
+class TranslationAgent < ApplicationAgent
+  def translate
+    prompt
+  end
+end
+\```
+```ruby [translate.json.jbuilder]
+json.action_name "translate"
+json.message params[:message]
+\```
+:::
+```
+
+### Test with Output
+
+Display test code alongside its actual result:
+
+```markdown
+\```ruby
+prompt = DataExtractionAgent.with(
+  image_path: image_path
+).parse_content
+
+response = prompt.generate_now
+\```
+
+::: details Response
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-extract-data.md -->
+:::
+```
+
+### Multiple Output Formats
+
+Use tabs to show different perspectives of the same data:
+
+```markdown
+::: tabs
+
+== Response Object
+<!-- @include: @/parts/examples/agent-test.rb-test-structured-output.md -->
+
+== JSON
+<!-- @include: @/parts/examples/agent-test.rb-json-output.md -->
+
+:::
+```
+
+## File Structure
+
+**Source implementations:**
+- `test/dummy/app/agents/` — Agent classes
+- `test/dummy/app/views/` — Action View templates
+- `test/docs/` - Test files
+
+**Documentation:**
+- `docs/` — All documentation markdown files
+- `docs/parts/examples/` — Auto-generated outputs (naming: `{test-file}-{test-method}.md`)
+
+## Troubleshooting
+
+### Import Not Showing
+
+- Verify file path (use `@/../` prefix)
+- Check region name matches exactly (case-sensitive)
+- Ensure region markers formatted correctly: `# region name` / `# endregion name`
+- Rebuild: `bin/docs`
+
+### Example File Not Generated
+
+- Confirm test ran: `bin/test`
+- Check `docs/parts/examples/` exists
+- Verify `doc_example_output` is called in test
+
+### VCR Issues
+
+- Ensure `test/dummy/config/master.key` exists
+- Re-record cassette: `VCR_RECORD_MODE=once bin/test`
+- Check cassette exists in `test/fixtures/vcr_cassettes/`
+
+### Import Path Not Resolving
+
+- Use `@/../` prefix for paths relative to docs root
+- Verify file extension correct
+- Check line ranges valid (e.g., `#5-9`)
+
+## Rules
+
+**Always:**
+- ✅ Import all code with `<<<` syntax
+- ✅ Test code before documenting
+- ✅ Use regions for test examples
+- ✅ Generate outputs with `doc_example_output`
+- ✅ Add line numbers: `{ruby:line-numbers}`
+- ✅ Preview locally before committing
+
+**Never:**
+- ❌ Hardcode examples in markdown
+- ❌ Document untested features
+- ❌ Copy/paste code from tests
+- ❌ Break existing imports when refactoring
+
+## Contributing
+
+**When adding documentation:**
+
+1. Write or identify the test demonstrating the feature
+2. Add descriptive region markers around example code
+3. Call `doc_example_output` for response examples
+4. Import regions into documentation
+5. Preview with `bin/docs`
+6. Commit generated examples and VCR cassettes
+
+**When reviewing documentation PRs:**
+
+- ✅ All examples use `<<<` imports
+- ✅ Tests exist and pass
+- ✅ Example outputs generated and committed
+- ✅ VCR cassettes committed (if applicable)
+- ✅ Code renders correctly in preview
+- ✅ Links work
diff --git a/docs/docs.md b/docs/docs.md
deleted file mode 100644
index b938ee08..00000000
--- a/docs/docs.md
+++ /dev/null
@@ -1,49 +0,0 @@
----
-title: Active Agent
-model:
-  - title: Context (Model)
-    link: /docs/action-prompt/prompts
-    icon: 📝
-    details: Prompt Context is the core data model that contains the runtime context, messages, variables, and configuration for the prompt.
-  - title: Prompt Context Management (Callbacks)
-    link: /docs/active-agent/callbacks
-    icon: 🔄
-    details: Callbacks enable contextual prompting, retrieval, generation response handling, and persistence.
-view:
-  - title: Prompt (View)
-    link: /docs/framework/action-prompt
-    icon: 🖼️
-    details: Action View templates are responsible for rendering the prompts to agents and UI to users.
-controller:
-  - title: Agents (Controller)
-    link: /docs/framework/active-agent
-    icon: <img src="/activeagent.png" />
-    details: Agents are Controllers with a common Generation API with enhanced memory and tooling.
-
----
-# {{ $frontmatter.title }}
-
-Active Agent provides a structured approach to building AI-powered applications through Agent Oriented Programming. Designing applications using agents allows developers to create modular, reusable components that can be easily integrated into existing systems. This approach promotes code reusability, maintainability, and scalability, making it easier to build complex AI-driven applications with the Object Oriented Ruby code you already use today.
-
-## MVC Architecture
-Active Agent is built around a few core components that work together to provide a seamless experience for developers and users. Using familiar concepts from Rails that made it the MVC framework of choice for web applications, Active Agent extends these concepts to the world of AI and generative models. At the core of Active Agent is Action Prompt, which provides a structured way to manage prompts, actions, and responses. The framework is designed to be modular and extensible, allowing developers to create custom agents with actions that render prompts to generate responses.
-
-![ActiveAgent-Controllers](https://github.com/user-attachments/assets/70d90cd1-607b-40ab-9acf-c48cc72af65e)
-
-## Model: Prompt Context
-Action Prompt allows Agent classes to define actions the return prompt context's with formatted messages.
-
-The Prompt object is the core data model that contains the runtime context messages, actions (tools), and configuration for the prompt. It is responsible for managing the contextual history and providing the necessary information for prompt and response cycles.
-
-<FeatureCards :cards="$frontmatter.model" />
-
-## View: Message templates
-Messages are rendered by the Agent's actions when `prompt` is called. This `prompt` method triggers Action Prompt to render Action View templates into the formatted prompt's messages. These templates are responsible for presenting the prompt context and its associated data to the agent and user. They define the structure and layout of the messages that are displayed in the user interface. Message templates can be customized to fit the specific needs of your application and can include dynamic content based on the prompt context.
-
-<FeatureCards :cards="$frontmatter.view" />
-
-## Controller: Agents
-Agents are the core of the Active Agent framework and control the prompt and response cycle. Agents are controllers for AI-driven interactions, managing prompts, actions, and responses. Agents are responsible for managing context, handling user input, generating content, and interacting with generation providers.
-
-<FeatureCards :cards="$frontmatter.controller" />
-
diff --git a/docs/docs/action-prompt.md b/docs/docs/action-prompt.md
deleted file mode 100644
index 3d8808f0..00000000
--- a/docs/docs/action-prompt.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-title: Action Prompt
----
-# {{ $frontmatter.title }}
-Action Prompt is a core component of Active Agent that provides a structured way to manage prompts, render formatted message content through action views, and handle responses.
-
-Active Agent implements base actions that can be used by any agent that inherits from `ActiveAgent::Base`. 
-
-The primary action is the `prompt_context` which provides a common interface to render prompts with context messages.
-
-
-
- with It allows developers to define actions that can be used to interact with agents and generate responses based on user input. 
-
-Action Prompt leverages Action View templates to render messages and provides a consistent interface for generating content.
\ No newline at end of file
diff --git a/docs/docs/action-prompt/actions.md b/docs/docs/action-prompt/actions.md
deleted file mode 100644
index 7d846c3b..00000000
--- a/docs/docs/action-prompt/actions.md
+++ /dev/null
@@ -1,234 +0,0 @@
-# Actions
-Active Agent uses Action View to render Message content for [Prompt](./prompts.md) context objects.
-
-## Prompt 
-The `prompt` method is used to render the action's content as a message in a prompt. The `prompt` method is similar to `mail` in Action Mailer or `render` in Action Controller, it allows you to specify the content type and view template for the action's response.
-
-```ruby
-# The prompt method is typically called within an action
-class MyAgent < ApplicationAgent
-  def my_action
-    prompt(
-      content_type: :text, # or :json, :html, etc.
-      message: "Hello, world!", # The message content to be rendered
-      messages: [], # Additional messages to include in the prompt context
-      template_name: "action_template", # The name of the view template to be used
-      instructions: { template: "instructions" }, # Optional instructions for the prompt generation
-      actions: [], # Available actions for the agent to use
-      output_schema: :schema_name # Optional schema for structured output
-    )
-  end
-end
-
-# To use the agent with parameters:
-MyAgent.with(param: value).my_action.generate_now
-```
-
-These Prompt objects contain the context Messages and available Actions. These actions are the interface that agents can use to interact with tools through text and JSON views or interact with users through text and HTML views. 
-
-Actions can be used to render Prompt objects with `:assistant` [Messages](/docs/action-prompt/messages) back to a user or `:tool` Messages to provide the result of an action back to the Agent. 
-
-## Defining Actions
-You can define actions in your agent class that can be used to interact with the agent. 
-
-::: code-group
-<<< @/../test/dummy/app/agents/translation_agent.rb{ruby:line-numbers} [translation_agent.rb]
-<<< @/../test/dummy/app/views/translation_agent/translate.json.jbuilder{ruby:line-numbers} [translate.json.jbuilder]
-<<< @/../test/dummy/app/views/translation_agent/translate.text.erb{erb:line-numbers} [translate.text.erb]
-:::
-
-## Set up instructions
-
-You can configure instructions in several ways when using `generate_with`, as
-
-#### 1. Use the default instructions template
-If you don’t pass anything for instructions, it will automatically try to use the default instructions template: `instructions.text.erb`
-
-::: code-group
-<<< @/../test/dummy/app/agents/scoped_agents/translation_agent_with_default_instructions_template.rb{ruby:line-numbers} [translation_agent_with_default_instructions_template.rb]
-<<< @/../test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/instructions.text.erb{erb:line-numbers} [instructions.text.erb]
-:::
-
-#### 2. Use a custom instructions template (global or per action)
-You can provide custom instructions using a template. This can be done in two ways:
-  * **Globally**, by setting an instructions template for the whole agent.
-  * **Per action**, by specifying a different template for a specific prompt call.
-To do this, pass a `Hash` with a `template` key to the `instructions` option:
-
-::: code-group
-<<< @/../test/dummy/app/agents/scoped_agents/translation_agent_with_custom_instructions_template.rb{ruby:line-numbers} [translation_agent_with_custom_instructions_template.rb]
-<<< @/../test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/custom_instructions.text.erb{erb:line-numbers} [custom_instructions.text.erb]
-<<< @/../test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/overridden_instructions.text.erb{erb:line-numbers} [overridden_instructions.text.erb]
-:::
-
-#### 3. Use plain text instructions
-You can also directly pass a string of instructions
-
-::: code-group
-<<< @/../test/dummy/app/agents/translation_agent.rb{ruby:line-numbers} [translation_agent.rb]
-:::
-
-## Call to Actions
-These actions can be invoked by the agent to perform specific tasks and receive the results or in your Rails app's controllers, models, or jobs to prompt the agent for generation with a templated prompt message. By default, public instance methods defined in the agent class are included in the context as available actions. You can also define actions in a separate concern module and include them in your agent class.
-
-::: code-group
-<<< @/../test/agents/translation_agent_test.rb#translation_agent_render_translate_prompt{ruby} [test/agents/translation_agent_test.rb:6..8]
-:::
-
-## Action params
-Agent Actions can accept parameters, which are passed as a hash to the action method. You pass arguments to agent's using the `with` method and access parameters using the `params` method, just like Mailer Actions.
-
-<<< @/../test/agents/actions_examples_test.rb#actions_with_parameters{ruby:line-numbers}
-
-### Parameters vs Runtime Options
-
-When using the `with` method, it's important to understand the distinction:
-- **Regular parameters** (like `message`, `user_id`, etc.) are accessed via the `params` method in your actions
-- **Runtime options** (like `model`, `temperature`, etc.) should be passed via the `:options` key to configure the generation provider
-
-Example:
-```ruby
-# Regular parameters and runtime options
-TravelAgent.with(
-  destination: "Paris",        # Regular parameter
-  user_id: 123,               # Regular parameter  
-  options: {                  # Runtime options
-    model: "gpt-4o",
-    temperature: 0.7
-  }
-).search
-
-# In the action, access regular params:
-def search
-  destination = params[:destination]  # "Paris"
-  user_id = params[:user_id]         # 123
-  # Runtime options are automatically applied to generation
-end
-```
-
-## Using Actions to prompt the Agent with a templated message
-You can call these actions directly to render a prompt to the agent directly to generate the requested object.
-
-::: code-group
-<<< @/../test/agents/translation_agent_test.rb#translation_agent_translate_prompt_generation{ruby} [test/agents/translation_agent_test.rb:15..16]
-:::
-
-## Using Agents to call Actions
-You can also provide an Agent with a prompt context that includes actions and messages. The agent can then use these actions to perform tasks and generate responses based on the provided context.
-
-<<< @/../test/agents/actions_examples_test.rb#actions_prompt_context_generation{ruby:line-numbers}
-
-In this example, the `TravelAgent` will use the provided message as context to determine which actions to use during generation. The agent can then call the `search` action to find hotels, `book` action to initialize a hotel booking, or `confirm` action to finalize a booking, as needed based on the prompt context.
-
-### Content Types
-
-Actions can render different content types based on their purpose:
-
-<<< @/../test/agents/actions_examples_test.rb#actions_content_types{ruby:line-numbers}
-
-The `prompt` takes the following options:
-- `content_type`: Specifies the type of content to be rendered (e.g., `:text`, `:json`, `:html`).
-- `message`: The `message.content` to be displayed in the prompt.
-- `messages`: An array of messages objects to be included in the prompt's context.
-- `template_name`: Specifies the name of the template to be used for rendering the action's response.
-- `instructions`: Additional guidance for the prompt generation. This can be:
-  * A string with custom instructions (e.g., "Help the user find a hotel");
-  * A hash referencing a template (e.g., { template: :custom_template });
-
-<<< @/../test/dummy/app/agents/travel_agent.rb {ruby}
-
-## Action View Templates & Partials
-While partials can be used in the JSON views the action's json view should primarily define the tool schema, then secondarily define the tool's output using a partial to render results of the tool call all in a single JSON action view template. Use the JSON action views for tool schema definitions and results, and use the text or HTML action views for rendering the action's response to the user.
-
-### Runtime options
-Runtime options can be passed to agents in several ways:
-
-1. **Via the `with` method** - Pass runtime options using the `:options` parameter:
-<<< @/../test/option_hierarchy_test.rb#runtime_options_with_method{ruby:line-numbers}
-
-2. **In the `prompt` method** - Pass runtime options directly in the prompt call:
-<<< @/../test/option_hierarchy_test.rb#runtime_options_in_prompt{ruby:line-numbers}
-
-3. **Supported runtime option types**:
-<<< @/../test/option_hierarchy_test.rb#runtime_options_types{ruby:line-numbers}
-
-Available runtime options include:
-- `model`: The model to use for generation (e.g., "gpt-4o", "claude-3")
-- `temperature`: Controls randomness in generation (0.0 to 1.0)
-- `max_tokens`: Maximum number of tokens to generate
-- `stream`: If set to `true`, the response will be streamed in real-time
-- `top_p`: Nucleus sampling parameter
-- `frequency_penalty`: Penalizes repeated tokens based on frequency
-- `presence_penalty`: Penalizes repeated tokens based on presence
-- `seed`: For deterministic generation
-- `stop`: Sequences where generation should stop
-- `response_format`: Format for structured outputs
-
-::: details Runtime Options Example
-<!-- @include: @/parts/examples/option-hierarchy-test.rb-test-runtime-options-example-output.md -->
-:::
-
-**Option precedence**: When options are specified in multiple places, they follow this hierarchy:
-1. Config options (lowest priority)
-2. Agent-level options (set with `generate_with`)
-3. Explicit options (passed via `:options` parameter)
-4. Runtime options (highest priority)
-  
-## How Agents use Actions
-1. The agent receives a request from the user, which may include a message or an action to be performed.
-2. The agent processes the request and determines if an action needs to be invoked.
-3. If an action is invoked, the agent calls the corresponding method and passes the parameters to it.
-4. The action method executes the logic defined in the agent and may interact with tools or perform other tasks.
-5. The action method returns a response, which can be a rendered view, JSON data, or any other content type specified in the `prompt` method.
-6. The agent updates the context with the action's result and prepares the response to be sent back to the user.
-
-## How Agents handle responses
-1. The agent receives a response from the generation provider, which includes the generated content and any actions that need to be performed.
-2. The agent processes the response 
-3. If there are no `requested_actions` then response is sent back to the user.
-4. If the response includes actions, then agent executes them and updates the context accordingly.
-5. If the resulting context `requested_actions` includes `reiterate`, then context is updated with the new messages, actions, and parameters, and the cycle continues.
-
-### Respond to User
-1. You provide the model with a prompt or conversation history, along with a set of tools.
-2. Based on the context, the model may decide to call a tool.
-3. If a tool is called, it will execute and return data.
-4. This data can then be passed to a view for rendering to the user.
-
-
-### Respond to Agent
-1. The user interacts with UI elements connected to Action Controllers that call Agent's to generate content or the user enters a message in the chat UI.
-2. The message is sent to the controller action
-3. In your controller action, the language model generates tool calls during the `generate_*` call.
-4. All tool calls are persistent in context and renderable to the User
-5. Tools are executed using their process action method and their results are forwarded to the context.
-6. You can return the tool result from the `after_generate` callback.
-7. Tool calls that require user interactions can be displayed in the UI. The tool calls and results are available as tool invocation parts in the parts property of the last assistant message.
-8. When the user interaction is done, render tool result can be used to add the tool result to the chat or UI view element.
-9. When there are tool calls in the last assistant message and all tool results are available, this flow is reiterated.
-
-## Features
-- Automatically included in the agent's context as tools.
-- Schema rendering for tool definitions.
-- Support for multiple Action View template content types (e.g., text, JSON, HTML).
-- Customizable actions with dynamic view templates for Retrieval Augmented Generation (RAG).
-- Prompt method to render the action's content in the prompt context.
-  
-## Tool Definitions
-Tool schema definitions are also view templates that can be rendered to the agent. They are used to define the structure and parameters of the tools that the agent can use. Tool definitions are typically defined in JSON format and can include properties, required fields, and descriptions. They can be represented in various formats, such as jbuilder, JSON, or ERB templates, to provide a structured way to define the tools available to the agent.
-
-<<< @/../test/dummy/app/views/support_agent/get_cat_image.json.erb{erb:line-numbers} [get_cat_image.json.erb]
-
-## Tool Calling Example
-
-Here's an example of how agents handle tool calls using the support agent. [See complete tool calling workflows →](/docs/action-prompt/tool-calling)
-
-<<< @/../test/agents/support_agent_test.rb#support_agent_tool_call{ruby:line-numbers}
-
-The agent generates a response that includes a tool call request:
-
-<<< @/../test/agents/support_agent_test.rb#support_agent_tool_call_response{ruby:line-numbers}
-
-::: details Tool Call Response Example
-<!-- @include: @/parts/examples/support-agent-test.rb-test-it-renders-a-prompt-context-generates-a-response-with-a-tool-call-and-performs-the-requested-actions.md -->
-:::
\ No newline at end of file
diff --git a/docs/docs/action-prompt/messages.md b/docs/docs/action-prompt/messages.md
deleted file mode 100644
index 07a9f925..00000000
--- a/docs/docs/action-prompt/messages.md
+++ /dev/null
@@ -1,50 +0,0 @@
-# Messages
-Messages are the core data structure of a prompt's context. Each message represents an interaction as a Message object with a specific role, such as `:user`, `:system`, `:assistant`, or `:tool`.
-
-Message `content` represents the rendered view from an Active Agent action. Messages are used to provide context for the generation process, with the last message's content containing the view rendered by an action prompt and can be used to store additional information about the interaction. The messages are passed to the generation provider as part of the prompt request.
-
-## Message structure
-Messages can be structured as a Message object or hash with the following attributes:
-- `role`: The role of the message, such as `:user`, `:system`, `:assistant`, or `:tool`.
-- `content`: The content of the message, which can be plain text or formatted content.
-- `requested_actions`: An array of actions that the agent requested to be performed in response to the message. This is used to handle tool use requests from the agent.
-
-<<< @/../test/agents/messages_examples_test.rb#messages_structure{ruby:line-numbers}
-
-
-## Instructions as system messages to the agent
-A `:system` message is used to provide instructions to the agent. This message is used to set the context for the generation process and can be used to provide additional information about the interaction to the agent. Instructions can include how an agent should use their available tool actions to achieve a desired outcome as well as render embedded ruby representations of retrieved data to augment the generation process with contextual information prior to user-agent interactions.
-
-<<< @/../test/dummy/app/views/travel_agent/instructions.text.erb {erb}
-
-### Agent instructions
-Agent's can use `generate_with` to define instructions for the agent.
-
-<<< @/../test/dummy/app/agents/application_agent.rb {4 ruby:line-numbers}
-
-Agent's can also use implicit instructions by defining an `instructions` view in the agent's view directory.
-
-<<< @/../test/dummy/app/views/application_agent/instructions.text.erb {erb}
-
-
-
-## User's send :user messages to the agent
-A `:user` message is used to represent the user's input to the agent. These messages are commonly seen as plain text chat messages, but should be thought of as an Action View that could be of any type you choose to support, just like Action Mailer can send 'plain/text' or 'html/text' emails, Action Prompt render formatted messages to the agents.
-
-## Agent's send :assistant messages to the user
-An `:assistant` message is used to represent the agent's response to the user. These messages are also often seen as plain text chat messages, but again should be thought of as an Action View template that could be of any type you choose to support. This enables the agent to render formatted messages to the user, such as HTML or TXT with interpolated instance variables and embedded ruby. The agent can use these messages to provide additional information or context to the user, and can also include links or other interactive elements.
-
-### Messages with Requested Actions
-
-<<< @/../test/agents/messages_examples_test.rb#messages_with_actions{ruby:line-numbers}
-
-## The system responds to agent requested actions with :tool messages
-Agent performed actions result in `:tool` message. These messages are used to represent the response to a tool call made by the agent. This message is used to provide additional information about the tool call, such as the name of the tool and any arguments that were passed to the tool. The system can use this message to provide a response message containing the result of the tool call and can also include links or other interactive elements.
-
-<<< @/../test/agents/messages_examples_test.rb#tool_messages{ruby:line-numbers}
-
-## Building Message Context
-
-Messages form the conversation history that provides context for the agent. [Learn how messages flow through generation →](/docs/active-agent/generation)
-
-<<< @/../test/agents/messages_examples_test.rb#message_context{ruby:line-numbers}
\ No newline at end of file
diff --git a/docs/docs/action-prompt/prompts.md b/docs/docs/action-prompt/prompts.md
deleted file mode 100644
index 2b1baf1e..00000000
--- a/docs/docs/action-prompt/prompts.md
+++ /dev/null
@@ -1,33 +0,0 @@
-# Prompt
-
-The Prompt is the container for runtime context messages and options passed to the generation provider. 
-
-Prompts are responsible for managing the contextual history and providing the necessary information to the generation provider for a meaningful prompt and response cycles.
-
-
-## Prompt Structure
-The Prompt is structured to include the following components:
-- **Messages**: An array of messages that represent the contextual information or conversational chat history. Each message includes content, role (user or assistant), and metadata.
-- **Message**: The Action Prompt's rendered message object or hash that contains the content and role of the message. The role can be `:user`, `:system`, `:assistant`, or `:tool`, but defaults to `:user`.
-- **Actions**:  An array of actions that the agent can perform in response to user input. By default, the prompt will use the agent's action methods, but you can also specify custom actions.
-- **Options**: Runtime configuration options that control the generation behavior (e.g., model, temperature, max_tokens). See [Runtime options](actions.md#runtime-options) for details.
-
-## Example Prompt
-Prompts are built and rendered in the agent's action methods, typically using the `prompt` method. This is an example of creating a prompt by manually building the context; assigning `actions`, the prompt `message` and context `messages`.
-
-<<< @/../test/action_prompt/prompt_test.rb#support_agent_prompt_initialization{ruby:line-numbers} [support_agent.rb]
-
-
-## Rendering Prompts
-Prompts can be rendered using the `prompt` method inside an Agent's action method, which generates the structured prompt object with the provided context. In this example the `translate` action renders the translate.text.erb template with the provided message and locale parameters, and returns a prompt context that can be used to generate a response.
-
-
-::: code-group
-<<< @/../test/dummy/app/agents/translation_agent.rb{5 ruby:line-numbers} [app/agents/translation_agent.rb]
-
-<<< @/../test/dummy/app/views/translation_agent/translate.text.erb{5 erb:line-numbers} [translate.text.erb]
-:::
-
-::: code-group
-<<< @/../test/agents/translation_agent_test.rb#translation_agent_render_translate_prompt{ruby} [test/agents/translation_agent_test.rb:6..8]
-:::
\ No newline at end of file
diff --git a/docs/docs/action-prompt/tool-calling.md b/docs/docs/action-prompt/tool-calling.md
deleted file mode 100644
index 439be946..00000000
--- a/docs/docs/action-prompt/tool-calling.md
+++ /dev/null
@@ -1,93 +0,0 @@
-# Tool Calling
-
-ActiveAgent supports multi-turn tool calling, allowing agents to:
-- Call tools (agent actions) during generation
-- Receive tool results as part of the conversation
-- Continue generation with tool results to provide final answers
-- Chain multiple tool calls to solve complex tasks
-
-## How Tool Calling Works
-
-When an agent needs to use a tool during generation:
-
-1. The agent requests a tool call with specific parameters
-2. ActiveAgent executes the corresponding action method
-3. The tool result is added to the conversation as a "tool" message
-4. Generation continues automatically with the tool result
-5. The agent can make additional tool calls or provide a final response
-
-## Basic Example
-
-Here's a simple calculator agent that can perform arithmetic operations:
-
-<<< @/../test/dummy/app/agents/calculator_agent.rb#1-10 {ruby:line-numbers}
-
-When asked to add numbers, the agent will:
-
-<<< @/../test/agents/multi_turn_tool_test.rb#multi_turn_basic {ruby:line-numbers}
-
-The conversation flow includes:
-
-::: details Response Example
-<!-- @include: @/parts/examples/multi-turn-tool-test.rb-test-agent-performs-tool-call-and-continues-generation-with-result.md -->
-:::
-
-## Chaining Multiple Tool Calls
-
-Agents can chain multiple tool calls to solve complex tasks:
-
-<<< @/../test/agents/multi_turn_tool_test.rb#multi_turn_chain {ruby:line-numbers}
-
-This results in a sequence of tool calls:
-
-::: details Response Example
-<!-- @include: @/parts/examples/multi-turn-tool-test.rb-test-agent-chains-multiple-tool-calls-for-complex-task.md -->
-:::
-
-## Tool Response Formats
-
-Tools can return different types of content:
-
-### Plain Text Responses
-
-<<< @/../test/dummy/app/agents/calculator_agent.rb#5-10 {ruby:line-numbers}
-
-### HTML/View Responses
-
-<<< @/../test/dummy/app/agents/weather_agent.rb#10-14 {ruby:line-numbers}
-
-The weather report view:
-
-<<< @/../test/dummy/app/views/weather_agent/weather_report.html.erb {html:line-numbers}
-
-## Error Handling
-
-Tools should handle errors gracefully:
-
-<<< @/../test/dummy/app/agents/calculator_agent.rb#23-34 {ruby:line-numbers}
-
-When an error occurs, the agent receives the error message and can provide appropriate guidance to the user.
-
-## Tool Schemas
-
-Define tool schemas using JSON views to describe parameters. [Learn more about tool implementation →](/docs/action-prompt/tools)
-
-<<< @/../test/dummy/app/views/calculator_agent/add.json.jbuilder {ruby:line-numbers}
-
-This schema tells the AI model:
-- The tool name and description
-- Required and optional parameters
-- Parameter types and descriptions
-
-## Implementation Details
-
-The tool calling flow is handled by the `perform_generation` method:
-
-1. **Initial Generation**: The agent receives the user message and generates a response
-2. **Tool Request**: If the response includes `requested_actions`, tools are called
-3. **Tool Execution**: Each action is executed via `perform_action`
-4. **Result Handling**: Tool results are added as "tool" messages
-5. **Continuation**: Generation continues with `continue_generation`
-6. **Completion**: The process repeats until no more tools are requested
-
-This creates a natural conversation flow where the agent can gather information through tools before providing a final answer. [Understanding the complete generation cycle →](/docs/active-agent/generation)
\ No newline at end of file
diff --git a/docs/docs/action-prompt/tools.md b/docs/docs/action-prompt/tools.md
deleted file mode 100644
index fd2ce8a6..00000000
--- a/docs/docs/action-prompt/tools.md
+++ /dev/null
@@ -1,52 +0,0 @@
----
-title: Tools and Actions
----
-# {{ $frontmatter.title }}
-
-Active Agent supports tool/function calling, allowing agents to interact with external services and perform actions.
-
-## Tool Support
-
-Agents can define and use tools to extend their capabilities:
-
-<<< @/../test/dummy/app/agents/support_agent.rb {ruby}
-
-## Tool Usage Example
-
-Here's how an agent uses tools to fulfill user requests:
-
-<<< @/../test/agents/support_agent_test.rb#support_agent_tool_call {ruby:line-numbers}
-
-### Tool Call Response
-
-When a tool is called, the response includes the tool's output in the conversation:
-
-<<< @/../test/agents/support_agent_test.rb#support_agent_tool_call_response {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/support-agent-test.rb-test-it-renders-a-prompt-context-generates-a-response-with-a-tool-call-and-performs-the-requested-actions.md -->
-:::
-
-## Tool Response Structure
-
-When tools are used, the response includes:
-- **System Message**: Initial instructions for the agent
-- **User Message**: The original user request
-- **Assistant Message**: The agent's decision to use a tool
-- **Tool Message**: The result from the tool execution
-
-The final response contains 4 messages showing the complete tool interaction flow.
-
-## Implementing Tools
-
-Tools are defined as methods in your agent class. The tool's JSON schema is defined in the corresponding view template:
-
-### Tool Implementation
-
-<<< @/../test/dummy/app/agents/support_agent.rb#5-9 {ruby:line-numbers}
-
-### Tool Schema Definition
-
-<<< @/../test/dummy/app/views/support_agent/get_cat_image.json.erb {erb}
-
-[See how tools are called and executed in multi-turn conversations →](/docs/action-prompt/tool-calling)
\ No newline at end of file
diff --git a/docs/docs/active-agent/callbacks.md b/docs/docs/active-agent/callbacks.md
deleted file mode 100644
index a28a6179..00000000
--- a/docs/docs/active-agent/callbacks.md
+++ /dev/null
@@ -1,57 +0,0 @@
-# Callbacks
-
-Callbacks can be registered to execute on specific events during the prompt and response cycle. This allows you to perform actions such as logging, modifying prompts, or triggering additional processes based on the agent's activity.
-
-## Action Callbacks
-Action callbacks are triggered when an action is invoked within an agent. This allows you to customize the behavior of actions, such as modifying the action's parameters or logging the action's execution. Great for retrieval augmented generation (RAG) workflows.
-
-<<< @/../test/agents/callback_agent_test.rb#callback_agent_before_action {ruby:line-numbers}
-
-## Generation Callbacks
-Generation callbacks are executed during the generation process of an agent. This allows you to modify the prompt, handle responses, or perform additional processing based on the generated content.
-
-<<< @/../test/agents/callback_agent_test.rb#callback_agent_after_generation {ruby:line-numbers}
-
-## Around Generation Callbacks
-Around generation callbacks wrap the entire generation process, allowing you to perform setup and teardown operations. This is useful for timing, caching, logging, or any operation that needs to wrap the generation process.
-
-### Basic Around Generation
-
-The around_generation callback wraps the generation with custom logic:
-
-<<< @/../test/callbacks_test.rb#around_generation_basic {ruby:line-numbers}
-
-### Testing Around Generation
-
-The callback tracks generation calls and timing:
-
-<<< @/../test/callbacks_test.rb#around_generation_test {ruby:line-numbers}
-
-### Around Generation with Conditions
-
-You can apply around_generation callbacks conditionally using `:only` and `:except` options:
-
-<<< @/../test/callbacks_test.rb#around_generation_conditions {ruby:line-numbers}
-
-This pattern is useful for:
-- **Performance monitoring**: Track generation times for specific actions. [For long-running tasks, consider queued generation →](/docs/active-agent/queued-generation)
-- **Caching**: Cache LLM responses for expensive operations
-- **Rate limiting**: Implement custom rate limiting logic
-- **Debugging**: Log detailed information about specific generations
-
-## On Stream Callbacks
-On stream callbacks are triggered during the streaming of responses from an agent. This allows you to handle real-time updates, such as displaying partial responses in a user interface or logging the progress of the response generation. 
-
-### Streaming Implementation
-
-The streaming agent demonstrates real-time response handling:
-
-<<< @/../test/dummy/app/agents/streaming_agent.rb{ruby:line-numbers}
-
-### Testing Streaming
-
-The streaming functionality broadcasts each chunk as it arrives:
-
-<<< @/../test/agents/streaming_agent_test.rb#streaming_agent_stream_response {ruby:line-numbers}
-
-In this test, the agent broadcasts 30 chunks during the streaming response.
diff --git a/docs/docs/active-agent/generation.md b/docs/docs/active-agent/generation.md
deleted file mode 100644
index 2156b85f..00000000
--- a/docs/docs/active-agent/generation.md
+++ /dev/null
@@ -1,39 +0,0 @@
-# Generation
-Prompt Generation is a core feature of the Active Agent framework, enabling the creation of dynamic and interactive user experiences through AI-driven prompts and responses. It allows developers to define how agents generate content, interact with users, and perform actions based on the generated responses.
-
-
-## Generate now
-To generate a prompt immediately, you can use the `generate_now` method. This method processes the prompt context and returns the generated response synchronously.
-
-<<< @/../test/agents/application_agent_test.rb#application_agent_prompt_context_message_generation{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/application-agent-test.rb-test-it-renders-a-prompt-with-an-plain-text-message-and-generates-a-response.md -->
-:::
-
-### Generation with Context
-Loading a context from an existing prompt context:
-
-<<< @/../test/agents/application_agent_test.rb#application_agent_loaded_context_message_generation{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/application-agent-test.rb-test-it-renders-a-prompt-with-an-plain-text-message-with-previous-messages-and-generates-a-response.md -->
-::: 
-
-
-## Key Features
-- **Dynamic Prompt Generation**: Create prompts that adapt based on user input and context.
-- **Action Integration**: Seamlessly integrate actions into prompts, allowing agents to perform tasks and return results.
-- **Context Management**: Maintain context across interactions, enabling agents to remember previous conversations and actions.
-- **Customizable Templates**: Use templates to define the structure and appearance of prompts, making it easy to create consistent and engaging user experiences.
-- **Support for Multiple Content Types**: Render prompts in various formats, including text, JSON, and HTML, to suit different use cases.
-## Prompt Generation Request-Response Cycle
-The prompt generation cycle is similar to the request-response cycle of Action Controller and is at the core of the Active Agent framework. It involves the following steps:
-1. **Prompt Context**: The Prompt object is created with the necessary context, including messages, actions, and parameters.
-2. **Generation Request**: The agent sends a request to the generation provider with the prompt context, including the messages and actions.
-3. **Generation Response**: The generation provider processes the request and returns a response, which is then passed back to the agent.
-4. **Response Handling**: The agent processes the response, which can be sent back to the user or used for further processing.
-5. **Action Execution**: If the response includes actions, the agent executes them and updates the context accordingly.
-6. **Updated Context**: The context is updated with the new messages, actions, and parameters, and the cycle continues. [Customize generation behavior with callbacks →](/docs/active-agent/callbacks)
-## Prompt Context
-Action Prompt renders prompt context objects that represent the contextual data and runtime parameters for the generation process. Prompt context objects contain messages, actions, and params that are passed in the request to the agent's generation provider. The context object is responsible for managing the contextual history and providing the necessary information for prompt and response cycles.
diff --git a/docs/docs/active-agent/queued-generation.md b/docs/docs/active-agent/queued-generation.md
deleted file mode 100644
index 3bd0a33e..00000000
--- a/docs/docs/active-agent/queued-generation.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Queued Generation
-
-## Generate later
-Queued generation allows you to handle prompt generation asynchronously, which is particularly useful for long-running tasks or when you want to improve the responsiveness of your application.
-
-Generation can be performed using Active Job to handle the prompt-generation and perform actions asynchronously. This is the most common way to handle generation in production applications, as it allows for better scalability and responsiveness.
-
-To perform queued generation, you can use the `generate_later` method, which enqueues the generation job to be processed later by Active Job.
-
-<<< @/../test/agents/queued_generation_test.rb#queued_generation_generate_later {ruby:line-numbers}
-
-## Custom Queue Configuration
-
-You can specify custom queue names and priorities:
-
-<<< @/../test/agents/queued_generation_test.rb#queued_generation_custom_queue {ruby:line-numbers}
-
diff --git a/docs/docs/active-agent/structured-output.md b/docs/docs/active-agent/structured-output.md
deleted file mode 100644
index 5b1590ee..00000000
--- a/docs/docs/active-agent/structured-output.md
+++ /dev/null
@@ -1,239 +0,0 @@
-# Structured Output
-
-Structured output allows agents to return responses in a predefined JSON format, ensuring consistent and reliable data extraction. ActiveAgent provides comprehensive support for structured output through JSON schemas and automatic model schema generation.
-
-## Overview
-
-Structured output ensures AI responses conform to a specific JSON schema, making it ideal for:
-- Data extraction from unstructured text, images, and documents
-- API integrations requiring consistent response formats
-- Form processing and validation
-- Database record creation from natural language
-
-## Key Features
-
-### Automatic JSON Parsing
-When using structured output, responses are automatically:
-- Tagged with `content_type: "application/json"`
-- Parsed from JSON strings to Ruby hashes
-- Validated against the provided schema
-
-### Schema Generator
-ActiveAgent includes a `SchemaGenerator` module that creates JSON schemas from:
-- ActiveRecord models with database columns and validations
-- ActiveModel classes with attributes and validations
-- Custom Ruby classes with the module included
-
-## Quick Start
-
-### Using Model Schema Generation
-
-ActiveAgent can automatically generate schemas from your Rails models:
-
-<<< @/../test/schema_generator_test.rb#agent_using_schema {ruby:line-numbers}
-
-### Basic Structured Output Example
-
-Define a schema and use it with the `output_schema` parameter:
-
-<<< @/../test/integration/structured_output_json_parsing_test.rb#34-70{ruby:line-numbers}
-
-The response will automatically have:
-- `content_type` set to `"application/json"`
-- `content` parsed as a Ruby Hash
-- `raw_content` available as the original JSON string
-
-## Schema Generation
-
-### From ActiveModel
-
-Create schemas from ActiveModel classes with validations:
-
-<<< @/../test/schema_generator_test.rb#basic_user_model {ruby:line-numbers}
-
-Generate the schema:
-
-<<< @/../test/schema_generator_test.rb#basic_schema_generation {ruby:line-numbers}
-
-### From ActiveRecord
-
-Generate schemas from database-backed models:
-
-<<< @/../test/schema_generator_test.rb#activerecord_schema_generation {ruby:line-numbers}
-
-### Strict Schemas
-
-For providers requiring strict schemas (like OpenAI):
-
-<<< @/../test/schema_generator_test.rb#strict_schema_generation {ruby:line-numbers}
-
-In strict mode:
-- All properties are marked as required
-- `additionalProperties` is set to false
-- The schema is wrapped with name and strict flags
-
-### Excluding Fields
-
-Exclude sensitive or unnecessary fields from schemas:
-
-<<< @/../test/schema_generator_test.rb#schema_with_exclusions {ruby:line-numbers}
-
-## JSON Response Handling
-
-### Automatic Parsing
-
-With structured output, responses are automatically parsed:
-
-```ruby
-# Without structured output
-response = agent.prompt(message: "Hello").generate_now
-response.message.content # => "Hello! How can I help?"
-response.message.content_type # => "text/plain"
-
-# With structured output
-response = agent.prompt(
-  message: "Extract user data",
-  output_schema: schema
-).generate_now
-response.message.content # => { "name" => "John", "age" => 30 }
-response.message.content_type # => "application/json"
-response.message.raw_content # => '{"name":"John","age":30}'
-```
-
-### Error Handling
-
-Handle JSON parsing errors gracefully:
-
-<<< @/../test/integration/structured_output_json_parsing_test.rb#155-169{ruby:line-numbers}
-
-## Provider Support
-
-Different AI providers have varying levels of structured output support:
-
-- **[OpenAI](/docs/generation-providers/openai-provider#structured-output)** - Native JSON mode with strict schema validation
-- **[OpenRouter](/docs/generation-providers/open-router-provider#structured-output-support)** - Support through compatible models, ideal for multimodal tasks
-- **[Anthropic](/docs/generation-providers/anthropic-provider#structured-output)** - Instruction-based JSON generation
-- **[Ollama](/docs/generation-providers/ollama-provider#structured-output)** - Local model support with JSON mode
-
-## Real-World Examples
-
-### Data Extraction Agent
-
-The [Data Extraction Agent](/docs/agents/data-extraction-agent#structured-output) demonstrates comprehensive structured output usage:
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_chart_with_structured_output {ruby:line-numbers}
-
-### Integration with Rails Models
-
-Use your existing Rails models for schema generation:
-
-<<< @/../test/integration/structured_output_json_parsing_test.rb#110-137{ruby:line-numbers}
-
-## Best Practices
-
-### 1. Use Model Schemas
-Leverage ActiveRecord/ActiveModel for single source of truth:
-
-```ruby
-class User < ApplicationRecord
-  include ActiveAgent::SchemaGenerator
-  
-  validates :email, presence: true, format: { with: URI::MailTo::EMAIL_REGEXP }
-  validates :age, numericality: { greater_than: 18 }
-end
-
-# In your agent
-schema = User.to_json_schema(strict: true, name: "user_data")
-prompt(output_schema: schema)
-```
-
-### 2. Schema Design
-- Keep schemas focused and minimal
-- Use strict mode for critical data
-- Include validation constraints
-- Provide clear descriptions for complex fields
-
-### 3. Testing
-Always test structured output with real providers:
-
-```ruby
-test "extracts data with correct schema" do
-  VCR.use_cassette("structured_extraction") do
-    response = agent.extract_data.generate_now
-    
-    assert_equal "application/json", response.message.content_type
-    assert response.message.content.is_a?(Hash)
-    assert_valid_schema response.message.content, expected_schema
-  end
-end
-```
-
-## Migration Guide
-
-### From Manual JSON Parsing
-
-Before:
-```ruby
-response = agent.prompt(message: "Extract data as JSON").generate_now
-data = JSON.parse(response.message.content) rescue {}
-```
-
-After:
-```ruby
-response = agent.prompt(
-  message: "Extract data",
-  output_schema: MyModel.to_json_schema(strict: true)
-).generate_now
-data = response.message.content # Already parsed!
-```
-
-### From Custom Schemas
-
-Before:
-```ruby
-schema = {
-  type: "object",
-  properties: {
-    name: { type: "string" },
-    age: { type: "integer" }
-  }
-}
-```
-
-After:
-```ruby
-class ExtractedUser
-  include ActiveModel::Model
-  include ActiveAgent::SchemaGenerator
-  
-  attribute :name, :string
-  attribute :age, :integer
-end
-
-schema = ExtractedUser.to_json_schema(strict: true)
-```
-
-## Troubleshooting
-
-### Common Issues
-
-**Invalid JSON Response**
-- Ensure provider supports structured output
-- Check model compatibility
-- Verify schema is valid JSON Schema
-
-**Missing Fields**
-- Use strict mode to require all fields
-- Add validation constraints to model
-- Check provider documentation for limitations
-
-**Type Mismatches**
-- Ensure schema types match provider capabilities
-- Use appropriate type coercion in models
-- Test with actual provider responses
-
-## See Also
-
-- [Data Extraction Agent](/docs/agents/data-extraction-agent) - Complete extraction examples
-- [OpenAI Structured Output](/docs/generation-providers/openai-provider#structured-output) - OpenAI implementation details
-- [OpenRouter Structured Output](/docs/generation-providers/open-router-provider#structured-output-support) - Multimodal extraction
\ No newline at end of file
diff --git a/docs/docs/active-agent/travel-agent.md b/docs/docs/active-agent/travel-agent.md
deleted file mode 100644
index 8a28a046..00000000
--- a/docs/docs/active-agent/travel-agent.md
+++ /dev/null
@@ -1,133 +0,0 @@
-# TravelAgent Example
-
-The TravelAgent demonstrates how to build an AI agent that can interact with users through natural language and perform specific actions via tool calling. This agent showcases the ActiveAgent framework's ability to:
-
-- Define actions that can be called by an LLM as tools
-- Handle different response formats (HTML, text, JSON)
-- Process parameters passed from the LLM to controller actions
-- Maintain conversation context across multiple tool calls
-
-## Agent Definition
-
-<<< @/../test/dummy/app/agents/travel_agent.rb {ruby}
-
-## Tool Schemas
-
-Each action is automatically exposed as a tool to the LLM through JSON schemas. The schemas define the parameters that the LLM should provide when calling each tool.
-
-### Search Action Schema
-
-<<< @/../test/dummy/app/views/travel_agent/search.json.jbuilder {ruby}
-
-### Book Action Schema
-
-<<< @/../test/dummy/app/views/travel_agent/book.json.jbuilder {ruby}
-
-### Confirm Action Schema
-
-<<< @/../test/dummy/app/views/travel_agent/confirm.json.jbuilder {ruby}
-
-## View Templates
-
-Each action has corresponding view templates that format the response:
-
-### search.html.erb
-
-<<< @/../test/dummy/app/views/travel_agent/search.html.erb {erb}
-
-### book.text.erb
-
-<<< @/../test/dummy/app/views/travel_agent/book.text.erb {erb}
-
-### confirm.text.erb
-
-<<< @/../test/dummy/app/views/travel_agent/confirm.text.erb {erb}
-
-## Usage Examples
-
-### Basic LLM Interaction
-
-When you create a prompt context and generate a response, the LLM can call the TravelAgent's tools:
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_search_llm {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-search-action-with-LLM-interaction.md -->
-:::
-
-### Booking a Flight
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_book_llm {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-travel_agent_book_llm.md -->
-:::
-
-### Confirming a Booking
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_confirm_llm {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-confirm-action-with-LLM-interaction.md -->
-:::
-
-### Full Conversation Flow
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_conversation_flow {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-full-conversation-flow-with-LLM.md -->
-:::
-
-### Direct Action Invocation
-
-You can also call actions directly with parameters:
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_search_html {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-search-view-renders-HTML-format.md -->
-:::
-
-## How Tool Calling Works
-
-### Tool Call Structure
-
-<<< @/../test/agents/travel_agent_tool_call_test.rb#4-14 {ruby:line-numbers}
-
-### Parameter Processing
-
-<<< @/../test/agents/travel_agent_tool_call_test.rb#52-90 {ruby:line-numbers}
-
-The framework automatically:
-
-1. **Schema Discovery**: Discovers all public instance methods (actions) and loads their JSON schemas
-2. **LLM Tool Selection**: The LLM receives available tools and decides which to call
-3. **Parameter Passing**: Tool parameters are set on the controller's `params` hash
-4. **Action Execution**: The framework executes the action and updates context
-5. **Response Generation**: The action renders its view template
-
-## Multi-Format Support
-
-The TravelAgent demonstrates how different actions can use different response formats:
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_multi_format {ruby:line-numbers}
-
-- **Search**: Uses HTML format for rich UI display
-- **Book**: Uses text format for simple confirmation messages  
-- **Confirm**: Uses text format for final booking confirmation
-
-## Testing with VCR
-
-The TravelAgent tests use VCR to record actual LLM interactions. The cassettes capture real OpenAI API calls showing how the LLM:
-- Receives the tool schemas
-- Decides which action to call
-- Passes the appropriate parameters
-
-## Best Practices
-
-1. **Parameter Validation**: Always validate and sanitize parameters received from the LLM
-2. **Error Handling**: Provide helpful error messages when required parameters are missing
-3. **Idempotency**: Design actions to be safely repeatable
-4. **Context Preservation**: The framework automatically maintains conversation context across tool calls
-5. **Testing**: Use VCR to record and replay LLM interactions for consistent testing
\ No newline at end of file
diff --git a/docs/docs/agents/browser-use-agent.md b/docs/docs/agents/browser-use-agent.md
deleted file mode 100644
index 7e7eed87..00000000
--- a/docs/docs/agents/browser-use-agent.md
+++ /dev/null
@@ -1,275 +0,0 @@
----
-title: Browser Use Agent
----
-# {{ $frontmatter.title }}
-
-Active Agent provides browser automation capabilities through the Browser Use Agent (similar to Anthropic's Computer Use), which can navigate web pages, interact with elements, extract content, and take screenshots using Cuprite/Chrome.
-
-## Overview
-
-The Browser Use Agent demonstrates how ActiveAgent can integrate with external tools like headless browsers to create powerful automation workflows. Following the naming convention of tools like Anthropic's Computer Use, it provides AI-driven browser control using familiar Rails patterns.
-
-## Features
-
-- **Navigate to URLs** - Direct browser navigation to any website
-- **Click elements** - Click buttons, links, or any element using CSS selectors or text
-- **Extract content** - Extract text from specific elements or entire pages
-- **Take screenshots** - Capture full page or specific areas with HD resolution (1920x1080)
-- **Fill forms** - Interact with form fields programmatically
-- **Extract links** - Gather links from pages with optional preview screenshots
-- **Smart content detection** - Automatically detect and focus on main content areas
-
-## Setup
-
-Generate a browser use agent:
-
-```bash
-rails generate active_agent:agent browser_use navigate click extract_text screenshot
-```
-
-## Agent Implementation
-
-::: code-group
-
-<<< @/../test/dummy/app/agents/browser_agent.rb {ruby}
-
-<<< @/../test/dummy/app/views/browser_agent/instructions.text.erb {erb}
-
-<<< @/../test/dummy/app/views/browser_agent/screenshot.json.jbuilder {ruby}
-
-:::
-
-## Basic Navigation Example
-
-The browser use agent can navigate to URLs and interact with pages using AI:
-
-<<< @/../test/agents/browser_agent_test.rb#navigate_example {ruby:line-numbers}
-
-::: details Navigation Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-navigates-to-a-url-using-prompt-context.md -->
-:::
-
-## AI-Driven Browser Control
-
-The browser use agent can use AI to determine which actions to take:
-
-<<< @/../test/agents/browser_agent_test.rb#ai_browser_example {ruby:line-numbers}
-
-::: details AI Browser Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-uses-actions-as-tools-with-ai.md -->
-:::
-
-## Direct Action Usage
-
-You can also call browser actions directly without AI:
-
-<<< @/../test/agents/browser_agent_test.rb#direct_action_example {ruby:line-numbers}
-
-::: details Direct Action Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-can-be-used-directly-without-ai.md -->
-:::
-
-## Wikipedia Research Example
-
-The browser use agent excels at research tasks, navigating between pages and gathering information:
-
-<<< @/../test/agents/browser_agent_test.rb#wikipedia_research_example {ruby:line-numbers}
-
-::: details Wikipedia Research Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-researches-a-topic-on-wikipedia.md -->
-:::
-
-## Area Screenshot Example
-
-Take screenshots of specific page regions:
-
-<<< @/../test/agents/browser_agent_test.rb#area_screenshot_example {ruby:line-numbers}
-
-::: details Area Screenshot Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-takes-area-screenshot.md -->
-:::
-
-## Main Content Auto-Cropping
-
-The browser use agent can automatically detect and crop to main content areas:
-
-<<< @/../test/agents/browser_agent_test.rb#main_content_crop_example {ruby:line-numbers}
-
-::: details Main Content Crop Response Example
-<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-auto-crops-main-content.md -->
-:::
-
-## Screenshot Capabilities
-
-The screenshot action provides multiple options for capturing page content:
-
-### Full Page Screenshot
-```ruby
-BrowserAgent.with(
-  url: "https://example.com"
-).navigate.generate_now
-
-BrowserAgent.new.screenshot(
-  filename: "full_page.png",
-  full_page: true
-)
-```
-
-### Area Screenshot
-```ruby
-BrowserAgent.new.screenshot(
-  filename: "header.png",
-  area: { x: 0, y: 0, width: 1920, height: 200 }
-)
-```
-
-### Element Screenshot
-```ruby
-BrowserAgent.new.screenshot(
-  filename: "content.png",
-  selector: "#main-content"
-)
-```
-
-### Auto-Crop to Main Content
-```ruby
-BrowserAgent.new.screenshot(
-  filename: "main.png",
-  main_content_only: true  # Default behavior
-)
-```
-
-## Browser Configuration
-
-The browser runs in HD resolution (1920x1080) with headless Chrome:
-
-```ruby
-def setup_browser_if_needed
-  Capybara.register_driver :cuprite_agent do |app|
-    Capybara::Cuprite::Driver.new(
-      app,
-      window_size: [1920, 1080], # HD resolution
-      browser_options: {
-        "no-sandbox": nil,
-        "disable-gpu": nil,
-        "disable-dev-shm-usage": nil
-      },
-      inspector: false,
-      headless: true
-    )
-  end
-end
-```
-
-## Smart Content Detection
-
-The browser use agent includes intelligent content detection that:
-- Identifies main content areas using common selectors
-- Skips headers and navigation automatically
-- Adjusts cropping based on page structure
-- Falls back to sensible defaults
-
-Common selectors checked:
-- `main`, `[role='main']`
-- `#main-content`, `#content`
-- `article`
-- `#mw-content-text` (Wikipedia)
-- `.container` (Bootstrap)
-
-## Tips for Effective Use
-
-### Navigation Best Practices
-- Use `click` with text parameter for specific links
-- Extract main content before navigating away
-- Use `go_back` to return to previous pages
-- Take screenshots of important pages
-
-### Wikipedia Research
-- Use selector `#mw-content-text` for article content
-- Click directly on relevant links rather than extracting all links
-- Take screenshots with `main_content_only: true` to exclude navigation
-
-### Screenshot Optimization
-- Default `main_content_only: true` crops out headers automatically
-- Use area parameter for specific regions: `{ x: 0, y: 150, width: 1920, height: 930 }`
-- For Wikipedia, consider `y: 200` to skip navigation bars
-- Full page screenshots available with `full_page: true`
-
-## Integration with Rails
-
-The Browser Use Agent integrates seamlessly with Rails applications:
-
-```ruby
-class WebScraperController < ApplicationController
-  def scrape
-    response = BrowserAgent.with(
-      message: params[:instructions],
-      url: params[:url]
-    ).prompt_context.generate_now
-    
-    render json: {
-      content: response.message.content,
-      screenshots: response.prompt.messages
-        .select { |m| m.role == :tool && m.content.include?("screenshot") }
-        .map { |m| m.content.match(/File: (.+?)\\n/)[1] }
-    }
-  end
-end
-```
-
-## Advanced Usage
-
-### Multi-Page Navigation Flow
-```ruby
-agent = BrowserAgent.new
-
-# Navigate to main page
-agent.navigate(url: "https://example.com")
-
-# Extract main content
-content = agent.extract_main_content
-
-# Click specific link
-agent.click(text: "Learn More")
-
-# Take screenshot of new page
-agent.screenshot(main_content_only: true)
-
-# Go back
-agent.go_back
-
-# Extract links for further exploration
-links = agent.extract_links(selector: "#main-content")
-```
-
-### Form Interaction
-```ruby
-agent = BrowserAgent.new
-agent.navigate(url: "https://example.com/form")
-agent.fill_form(field: "email", value: "test@example.com")
-agent.fill_form(field: "message", value: "Hello world")
-agent.click(text: "Submit")
-agent.screenshot(filename: "form_result.png")
-```
-
-## Requirements
-
-- **Cuprite** gem for Chrome automation
-- **Chrome** or **Chromium** browser installed
-- **Capybara** for browser session management
-
-Add to your Gemfile:
-```ruby
-gem 'cuprite'
-gem 'capybara'
-```
-
-## Conclusion
-
-The Browser Use Agent demonstrates ActiveAgent's flexibility in integrating with external tools while maintaining Rails conventions. Following the pattern of tools like Anthropic's Computer Use, it provides powerful browser automation capabilities driven by AI, making it ideal for:
-
-- Web scraping and data extraction
-- Automated testing and verification
-- Research and information gathering
-- Screenshot generation for documentation
-- Form submission and interaction
\ No newline at end of file
diff --git a/docs/docs/agents/data-extraction-agent.md b/docs/docs/agents/data-extraction-agent.md
deleted file mode 100644
index e8b039c9..00000000
--- a/docs/docs/agents/data-extraction-agent.md
+++ /dev/null
@@ -1,190 +0,0 @@
----
-title: Data Extraction Agent
----
-# {{ $frontmatter.title }}
-
-Active Agent provides data extraction capabilities to parse structured data from unstructured text, images, or PDFs.
-
-## Setup
-
-Generate a data extraction agent:
-
-```bash
-rails generate active_agent:agent data_extraction parse_content
-```
-
-## Agent Implementation
-
-::: code-group
-
-<<< @/../test/dummy/app/agents/data_extraction_agent.rb {ruby}
-
-<<< @/../test/dummy/app/views/data_extraction_agent/chart_schema.json.erb {json}
-
-<<< @/../test/dummy/app/views/data_extraction_agent/resume_schema.json.erb {json}
-
-:::
-
-## Basic Image Example
-
-### Image Description
-
-Active Agent can extract descriptions from images without structured output:
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_describe_cat_image {ruby:line-numbers}
-
-::: details Basic Cat Image Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-describe-cat-image-creates-a-multimodal-prompt-with-image-and-text-content.md -->
-:::
-
-### Image: Parse Chart Data
-
-Active Agent can extract data from chart images:
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_chart {ruby:line-numbers}
-
-::: details Basic Chart Image Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-chart-content-from-image-data.md -->
-:::
-
-## Structured Output
-Active Agent supports structured output using JSON schemas. Define schemas in your agent's views directory (e.g., `app/views/data_extraction_agent/`) and reference them using the `output_schema` parameter. [Learn more about prompt structure and schemas →](/docs/action-prompt/prompts)
-
-### Structured Output Schemas
-
-When using structured output:
-- The response will have `content_type` of `application/json`
-- The response content will be valid JSON matching your schema
-- Parse the response with `JSON.parse(response.message.content)`
-
-#### Generating Schemas from Models
-
-ActiveAgent provides a `SchemaGenerator` module that can automatically create JSON schemas from your ActiveRecord and ActiveModel classes. This makes it easy to ensure extracted data matches your application's data models.
-
-##### Basic Usage
-
-::: code-group
-<<< @/../test/schema_generator_test.rb#basic_user_model {ruby:line-numbers}
-<<< @/../test/schema_generator_test.rb#basic_schema_generation {ruby:line-numbers}
-:::
-
-The `to_json_schema` method generates a JSON schema from your model's attributes and validations.
-
-##### Schema with Validations
-
-Model validations are automatically included in the generated schema:
-
-<<< @/../test/schema_generator_test.rb#schema_with_validations {ruby:line-numbers}
-
-##### Strict Schema for Structured Output
-
-For use with AI providers that support structured output, generate a strict schema:
-
-::: code-group
-<<< @/../test/schema_generator_test.rb#blog_post_model {ruby:line-numbers}
-<<< @/../test/schema_generator_test.rb#strict_schema_generation {ruby:line-numbers}
-:::
-
-##### Using Generated Schemas in Agents
-
-Agents can use the schema generator to create structured output schemas dynamically:
-
-<<< @/../test/schema_generator_test.rb#agent_using_schema {ruby:line-numbers}
-
-This allows you to maintain a single source of truth for your data models and automatically generate schemas for AI extraction.
-
-::: info Provider Support
-Structured output requires a generation provider that supports JSON schemas. Currently supported providers include:
-- **OpenAI** - GPT-4o, GPT-4o-mini, GPT-3.5-turbo variants
-- **OpenRouter** - When using compatible models like OpenAI models through OpenRouter
-
-See the [OpenRouter Provider documentation](/docs/generation-providers/open-router-provider#structured-output-support) for details on using structured output with multiple model providers.
-:::
-
-
-### Parse Chart Image with Structured Output
-![Chart Image](https://raw.githubusercontent.com/activeagents/activeagent/refs/heads/main/test/fixtures/images/sales_chart.png)
-
-Extract chart data with a predefined schema `chart_schema`:
-::: code-group
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_chart_with_structured_output {ruby:line-numbers}
-
-<<< @/../test/dummy/app/views/data_extraction_agent/chart_schema.json.erb {json}
-:::
-
-#### Response
-
-:::: tabs
-
-== Response Object
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_chart_with_structured_output_response {ruby}
-::: details Generation Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-chart-content-from-image-data-with-structured-output-schema.md -->
-:::
-== JSON Output
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_chart_with_structured_output_json {ruby}
-::: details Parse Chart JSON Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-parse-chart-json-response.md -->
-:::
-::::
-
-### Parse Resume with output resume schema
-
-Extract information from PDF resumes:
-
-::: code-group
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_resume {ruby:line-numbers}
-<<< @/../test/dummy/app/views/data_extraction_agent/resume_schema.json.erb {json}
-:::
-
-#### Parse Resume with Structured Output
-[![Sample Resume](/sample_resume.png)](https://docs.activeagents.ai/sample_resume.pdf)
-Extract resume data with a predefined `resume_schema`:
-
-:::: tabs
-
-== Prompt Generation
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_resume_with_structured_output_response {ruby:line-numbers}
-::: details Generation Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-resume-creates-a-multimodal-prompt-with-file-data-with-structured-output-schema.md -->
-:::
-== JSON Output
-
-<<< @/../test/agents/data_extraction_agent_test.rb#data_extraction_agent_parse_resume_with_structured_output_json {ruby:line-numbers}
-::: details Parse Resume JSON Response Example
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-parse-resume-json-response.md -->
-:::
-::::
-
-## Advanced Examples
-
-### Receipt Data Extraction with OpenRouter
-
-For extracting data from receipts and invoices, you can use OpenRouter's multimodal capabilities combined with structured output. OpenRouter provides access to models that support both vision and structured output, making it ideal for document processing tasks.
-
-See the [OpenRouter Receipt Extraction example](/docs/generation-providers/open-router-provider#receipt-data-extraction-with-structured-output) for a complete implementation that extracts:
-- Merchant information (name, address)
-- Line items with prices
-- Tax and total amounts
-- Currency details
-
-### Using Different Providers
-
-The Data Extraction Agent can work with any generation provider that supports the required capabilities:
-
-- **For text extraction**: Any provider (OpenAI, Anthropic, Ollama, etc.)
-- **For image analysis**: Providers with vision models (OpenAI GPT-4o, Anthropic Claude 3, etc.)
-- **For structured output**: OpenAI models or OpenRouter with compatible models
-- **For PDF processing**: OpenRouter with PDF plugins or models with native PDF support
-
-::: tip Provider Selection
-Choose your provider based on your specific needs:
-- **OpenAI**: Best for structured output with GPT-4o/GPT-4o-mini
-- **OpenRouter**: Access to 200+ models with fallback support
-- **Anthropic**: Strong reasoning capabilities with Claude models
-- **Ollama**: Local model deployment for privacy-sensitive data
-
-Learn more about configuring providers in the [Generation Provider Overview](/docs/framework/generation-provider).
-:::
\ No newline at end of file
diff --git a/docs/docs/agents/translation-agent.md b/docs/docs/agents/translation-agent.md
deleted file mode 100644
index 4c67440e..00000000
--- a/docs/docs/agents/translation-agent.md
+++ /dev/null
@@ -1,49 +0,0 @@
----
-title: Translation Agent
----
-# {{ $frontmatter.title }}
-
-The Translation Agent demonstrates how to create specialized agents for specific tasks like language translation.
-
-## Setup
-
-Generate a translation agent:
-
-```bash
-rails generate active_agent:agent translation translate
-```
-
-## Implementation
-
-<<< @/../test/dummy/app/agents/translation_agent.rb {ruby}
-
-## Usage Examples
-
-### Basic Translation
-
-The translation agent accepts a message and target locale:
-
-<<< @/../test/agents/translation_agent_test.rb#translation_agent_render_translate_prompt {ruby:line-numbers}
-
-### Translation Generation
-
-Generate a translation using the configured AI provider:
-
-<<< @/../test/agents/translation_agent_test.rb#translation_agent_translate_prompt_generation {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/translation-agent-test.rb-test-it-renders-a-translate-prompt-and-generates-a-translation.md -->
-:::
-
-## Key Features
-
-- **Action-based Translation**: Use the `translate` action to process translations
-- **Locale Support**: Pass target language as a parameter
-- **Prompt Templates**: Customize translation prompts through view templates
-- **Instruction Override**: Define custom translation instructions per agent
-
-## View Templates
-
-The translation agent uses view templates to format prompts:
-
-<<< @/../test/dummy/app/views/translation_agent/translate.text.erb {erb}
\ No newline at end of file
diff --git a/docs/docs/documentation-process.md b/docs/docs/documentation-process.md
deleted file mode 100644
index 0cb49769..00000000
--- a/docs/docs/documentation-process.md
+++ /dev/null
@@ -1,152 +0,0 @@
-# Documentation Process Guide
-
-## Prompt for New Session
-
-```
-Please help me continue improving the ActiveAgent documentation by ensuring all code examples come from tested code using the process documented in this file. The goal is to have deterministic documentation that uses only tested code snippets and includes example outputs from tests. Review this documentation-process.md file and continue where we left off, following the established patterns.
-```
-
-## Process Overview
-
-### 1. Enhanced Test Helper Method
-
-We created an enhanced `doc_example_output` method in `test/test_helper.rb` that:
-- Captures test output and formats it for documentation
-- Includes metadata (source file, line number, test name)
-- Supports both Ruby objects and JSON formatting
-- Generates files in `docs/parts/examples/` with deterministic names
-
-```ruby
-def doc_example_output(example = nil, test_name = nil)
-  # Extracts caller info and formats output with metadata
-  # Outputs to: docs/parts/examples/{file_name}-{test_name}.md
-end
-```
-
-### 2. Documentation Patterns
-
-#### For Implementation Files (app/agents/*)
-- Use full file imports: `<<< @/../test/dummy/app/agents/support_agent.rb {ruby}`
-- Use line ranges when needed: `<<< @/../test/dummy/app/agents/support_agent.rb#5-9 {ruby:line-numbers}`
-- NO regions needed for implementation files
-
-#### For Test Code Snippets
-- Add regions around important test code:
-```ruby
-# region unique_region_name
-code_to_include
-# endregion unique_region_name
-```
-- Import with: `<<< @/../test/agents/support_agent_test.rb#support_agent_tool_call {ruby:line-numbers}`
-
-#### For Test Output Examples
-- Call `doc_example_output(response)` in tests to generate example files
-- Include in docs with:
-```markdown
-::: details Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-search-action-with-LLM-interaction.md -->
-:::
-```
-
-### 3. Key Files Created/Modified
-
-#### Test Files with Regions
-- `test/agents/data_extraction_agent_test.rb` - Added regions and doc_example_output calls
-- `test/agents/translation_agent_test.rb` - Added regions and doc_example_output calls
-- `test/agents/support_agent_test.rb` - Added regions for tool usage examples
-- `test/agents/application_agent_test.rb` - Added doc_example_output calls
-- `test/agents/streaming_agent_test.rb` - Added regions for streaming examples
-- `test/agents/callback_agent_test.rb` - Created new test for callback examples
-- `test/agents/queued_generation_test.rb` - Created new test for queued generation
-- `test/configuration_examples_test.rb` - Created for configuration documentation
-- `test/generation_provider_examples_test.rb` - Created for provider examples
-- `test/tool_configuration_test.rb` - Created for tool configuration examples
-
-#### Enhanced Framework Files
-- `lib/active_agent/generation_provider/response.rb` - Added `usage` method and token helpers
-
-#### Updated Documentation
-- `docs/docs/agents/data-extraction-agent.md` - Uses test regions, includes tabbed response examples
-- `docs/docs/agents/translation-agent.md` - Created with test examples
-- `docs/docs/action-prompt/tools.md` - Updated to use real implementation files
-- `docs/docs/active-agent/generation.md` - Added response examples
-- `docs/docs/active-agent/callbacks.md` - Updated to use test regions
-- `docs/docs/active-agent/queued-generation.md` - Updated to use test regions
-- `docs/docs/getting-started.md` - Removed hardcoded examples, uses real files
-
-### 4. Documentation Rules
-
-1. **NO hardcoded code blocks** - All code must come from tested files
-2. **Use `<<<` imports only** - No manual code blocks
-3. **Test everything** - If it's in docs, it must have a test
-4. **Include outputs** - Use doc_example_output for response examples
-5. **Line numbers** - Use `{ruby:line-numbers}` for test snippets
-
-### 5. Remaining Tasks
-
-From the todo list:
-- [x] Create test for callbacks (before_action, after_generation)
-- [x] Create test for queued generation (generate_later)
-- [x] Create configuration test examples
-- [x] Update getting-started.md to use test examples
-- [x] Update callbacks.md to use test examples
-- [ ] Update other docs to remove hardcoded examples
-
-Files still needing review:
-- `docs/docs/framework/generation-provider.md` - Has some hardcoded provider examples
-- `docs/docs/framework/active-agent.md` - May have hardcoded examples
-- `docs/docs/action-prompt/actions.md` - May have hardcoded examples
-- `docs/docs/action-prompt/messages.md` - Needs review
-- `docs/docs/action-prompt/prompts.md` - Needs review
-
-### 6. Testing Process
-
-1. Run new tests to generate VCR cassettes and example outputs:
-   ```bash
-   bin/test test/agents/callback_agent_test.rb
-   bin/test test/agents/queued_generation_test.rb
-   # etc...
-   ```
-
-2. Verify example outputs are generated in `docs/parts/examples/`
-
-3. Build docs locally to verify imports work:
-   ```bash
-   bin/docs  # Starts vitepress dev server
-   ```
-
-### 7. VCR Cassette Management
-
-- Keep existing cassettes that are committed
-- Create new cassettes with unique names for new tests
-- If API errors occur, ensure `test/dummy/config/master.key` is present
-- Use descriptive cassette names that match the test purpose
-
-### 8. Example Patterns
-
-#### Simple Test Import
-```markdown
-<<< @/../test/agents/application_agent_test.rb#application_agent_prompt_context_message_generation{ruby:line-numbers}
-```
-
-#### Response Example with Tabs
-```markdown
-::: tabs
-
-== Response Object
-
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-chart-content-from-image-data-with-structured-output-schema.md -->
-
-== JSON Output
-
-<!-- @include: @/parts/examples/data-extraction-agent-test.rb-parse-chart-json-response.md -->
-
-:::
-```
-
-#### Implementation File Import
-```markdown
-<<< @/../test/dummy/app/agents/support_agent.rb {ruby}
-```
-
-This process ensures all documentation is accurate, tested, and maintainable.
\ No newline at end of file
diff --git a/docs/docs/framework.md b/docs/docs/framework.md
deleted file mode 100644
index 42efc979..00000000
--- a/docs/docs/framework.md
+++ /dev/null
@@ -1,55 +0,0 @@
----
-title: Framework Overview
-model:
-  - title: Context (Model)
-    link: /docs/action-prompt/prompts
-    icon: 📝
-    details: Prompt Context is the core data model that contains the runtime context, messages, variables, and configuration for the prompt.
-view:
-  - title: Prompt (View)
-    link: /docs/framework/action-prompt
-    icon: 🖼️
-    details: Actions return prompt objects containing messages rendered from Action View templates.
-controller:
-  - title: Agents (Controller)
-    link: /docs/framework/active-agent
-    icon: <img src="/activeagent.png" />
-    details: Agents are Controllers with a common Generation API with enhanced memory and tooling.
-
----
-# Framework Overview
-
-Active Agent provides a structured approach to building AI-powered applications through Agent Oriented Programming. Designing applications using agents allows developers to create modular, reusable components that can be easily integrated into existing systems. This approach promotes code reusability, maintainability, and scalability, making it easier to build complex AI-driven applications with the Object Oriented Ruby code you already use today.
-
-Agent instructions are action views rendered as system messages to  
-the agent's context `prompt.messages`.
-
-Actions render user/assistant/tool messages  using the views associated with the agent based on Action View naming conventions. Tools can be defined by providing json action views, but actions could also just be formatted prompt message templates or
- assistant response templates.
-
-## Core Concepts
-Active Agent is built around a few core concepts that form the foundation of the framework. These concepts are designed to be familiar to developers who have experience with Ruby on Rails, making it easy to get started with Active Agent. 
-
-- **Agents** are abstract controllers that handles AI interactions using a specified generation provider. Agents are more that lifeless objects, they are the controllers of your application's AI features. They are responsible for managing the flow of data and interactions between different components of your application. Active Agent provides a set of tools and conventions to help you build agents that are easy to understand, maintain, and extend.
-- **Actions**: are the agent's interface to perform tasks and render Action Views for templated agent prompts and user interfaces. They provide a way to define reusable components (or leverage your existing view templates) that can be easily integrated into different agents. Actions can be used to retrieve datacreate custom views, handle user input, and manage the flow of data between different components of your application.
-- **Prompts** are the core data model that contains the runtime context, messages, actions (tools), and configuration for the prompt.
-- **Views**: are responsible for presenting the formatted message content used in a prompt's context and its associated data to the agent and user.
-- **Generation Provider**: A generation provider is the agent's backend interface to AI services that enable agents to generate content, embeddings, and perform actions through tool calls.
-
-
-### Queued Generation Jobs
-Active Agent provides a built-in job queue for generating content asynchronously. This allows for efficient processing of requests and ensures that the application remains responsive even during heavy load. Scale it just like you would with any other Rails application with Active Jobs.
-
-### Generation Providers are the AI Service Backends
-Generation providers are the backend interfaces to AI services that enable agents to generate content, embeddings, and request actions. They provide a common interface for different AI providers, allowing developers to easily switch between them without changing the core application logic. Using `generate_with` method, you can easily switch between different providers, configurations, instructions, models, and other parameters to optimize the agentic processes.
-
-<!-- 
-## Key Features
-- **Unified Interface**: All generation providers implement a common interface, making it easy to switch between them.
-- **Customizable**: You can create your own generation providers to suit your specific needs.
-- **Built-in Providers**: Active Agent comes with built-in providers for popular AI services like OpenAI and Anthropic.
-- **Easy Integration**: Integrate with your existing Rails application with minimal setup.
-- **Asynchronous Support**: Generation Jobs use Active Job to handle long-running background task processing with ease.
-- **Error Handling**: Built-in error handling and retry mechanisms for robust applications.
-- **Logging and Monitoring**: Track the performance and usage of your generation providers.
-- **Testing Support**: Mock and stub generation providers for unit testing. -->
diff --git a/docs/docs/framework/action-prompt.md b/docs/docs/framework/action-prompt.md
deleted file mode 100644
index 4c583fdc..00000000
--- a/docs/docs/framework/action-prompt.md
+++ /dev/null
@@ -1,24 +0,0 @@
----
-title: Action Prompt
----
-# {{ $frontmatter.title }}
-
-Action Prompt provides a structured way to manage prompt contexts and handle responses with callbacks as well as perform actions that render messages using Action View templates. 
-
-ActiveAgent::Base implements a `prompt_context` action which by default will render a prompt context object with message text content, that can contain messages, actions, and params. This action doesn't need a template as long as a Message or String are passed into the `message: params[:message]`
-
-<<< @/../test/agents/application_agent_test.rb#application_agent_prompt_context_message_generation {ruby:line-numbers}
-
-Similarly to Action Mailers that render mail messages that are delivered through configured delivery methods, Action Prompt integrates with Generation Providers through the generation module. This allows for dynamic content generation and the ability to use Rails helpers and partials within the prompt templates as well as rendering content from performed actions. Empowering developers with a powerful way to create interactive and engaging user experiences.
-
-## Prompt-generation Request-Response Cycle
-The prompt-generation cycle is similar to the request-response cycle of Action Controller and is at the core of the Active Agent framework. It involves the following steps:
-1. **Prompt Context**: The Prompt object is created with the necessary context, including messages, actions, and parameters.
-2. **Generation Request**: The agent sends a request to the generation provider with the prompt context, including the messages and actions.
-3. **Generation Response**: The generation provider processes the request and returns a response, which is then passed back to the agent.
-4. **Response Handling**: The agent processes the response which can be sent back to the user or used for further processing.
-5. **Action Execution**: If the response includes actions, the agent executes them and updates the context accordingly.
-6. **Updated Context**: The context is updated with the new messages, actions, and parameters, and the cycle continues.
-
-## Prompt Context
-Action Prompt renders prompt context objects that represent the contextual data and runtime parameters for the generation process. Prompt context objects contain messages, actions, and params that are passed in the request to the agent's generation provider. The context object is responsible for managing the contextual history and providing the necessary information for prompt and response cycles.
diff --git a/docs/docs/framework/active-agent.md b/docs/docs/framework/active-agent.md
deleted file mode 100644
index 17b697b0..00000000
--- a/docs/docs/framework/active-agent.md
+++ /dev/null
@@ -1,92 +0,0 @@
----
-title: Active Agent
-model:
-  - title: Context (Model)
-    link: /docs/action-prompt/prompts
-    icon: 📝
-    details: Prompt Context is the core data model that contains the runtime context, messages, variables, and configuration for the prompt.
-view:
-  - title: Prompt (View)
-    link: /docs/framework/action-prompt
-    icon: 🖼️
-    details: Action View templates are responsible for rendering the prompts to agents and UI to users.
-controller:
-  - title: Agents (Controller)
-    link: /docs/framework/active-agent
-    icon: <img src="/activeagent.png" />
-    details: Agents are Controllers with a common Generation API with enhanced memory and tooling.
-
----
-# Active Agent
-
-Agents are Controllers that act as the core of the Active Agent framework. Active Agent manages AI-driven interactions, prompts, actions, and generative responses using Action Prompt. Action Prompt is a structured way to manage prompts, render formatted message content through action views, and handle responses.
-
-Active Agent implements base actions that can be used by any agent that inherits from `ActiveAgent::Base`. 
-
-
-The primary action is the `prompt_context` which provides a common interface to render prompts with context messages.
-
-::: code-group
-<<< @/../test/dummy/app/agents/translation_agent.rb{ruby:line-numbers} [translation_agent.rb]
-<<< @/../test/dummy/app/views/translation_agent/translate.json.jbuilder{ruby:line-numbers} [translate.json.jbuilder]
-<<< @/../test/dummy/app/views/translation_agent/translate.text.erb{erb:line-numbers} [translate.text.erb]
-:::
-
-## Key Features
-- **Prompt management**: Handle prompt-generation request-response cycles with actions that render templated prompts with messages, context, and params.
-- **[Action methods](/docs/action-prompt/actions)**: Define public methods that become callable tools or functions for the Agent to perform actions that can render prompts to the agent or generative views to the user.
-- **[Queued Generation](/docs/active-agent/queued-generation)**: Manage asynchronous prompt generation and response cycles with Active Job, allowing for efficient processing of requests.
-- **[Callbacks](/docs/active-agent/callbacks)**: Use `before_action`, `after_action`, `before_generation`, `after_generation` callbacks to manage prompt context and handle generated responses.
-- **[Streaming](/docs/active-agent/callbacks#on-stream-callbacks)**: Support real-time updates with the `on_stream` callback to the user interface based on agent interactions.
-
-## Example
-
-::: code-group
-<<< @/../test/dummy/app/agents/travel_agent.rb {ruby} [travel_agent.rb]
-
-<<< @/../test/dummy/app/views/travel_agent/search.html.erb {erb} [search.html.erb]
-
-<<< @/../test/dummy/app/views/travel_agent/book.text.erb {erb} [book.text.erb]
-
-<<< @/../test/dummy/app/views/travel_agent/confirm.text.erb {erb} [confirm.text.erb]
-:::
-
-### Using the Travel Agent
-
-<<< @/../test/agents/travel_agent_test.rb#travel_agent_multi_format{ruby:line-numbers}
-
-::: details Search Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-search-view-renders-HTML-format.md -->
-:::
-
-::: details Book Response Example  
-<!-- @include: @/parts/examples/travel-agent-test.rb-travel_agent_book_text.md -->
-:::
-
-::: details Confirm Response Example
-<!-- @include: @/parts/examples/travel-agent-test.rb-test-travel-agent-confirm-view-renders-text-format.md -->
-:::
-
-## Concepts
-### User-Agent interactions
-We're not talking about HTTP User Agents here, but rather the interactions between the user and the AI agent. The user interacts with the agent through a series of prompt context messages and actions that are defined in the agent class. These actions can be used to retrieve data, create custom views, handle user input, and manage the flow of data between different components of your application.
-
-Agents are conceptually similar to a user in the sense that they have a persona, behavior, and state. They can perform actions and have objectives, just like a user. The following table illustrates the similarities between the user and the AI agent:
-|          |       User |  Agent       |
-| :------: | ---------: | :----------- |
-| Who      |    Persona | Archetype    |
-| Behavior |    Stories | Instructions |
-| State    |   Scenario | Context      |
-| What     |  Objective | Goal         |
-| How      |    Actions | Tools        |
-
-### Agent Oriented Programming (AOP)
-Agent Oriented Programming (AOP) is a programming paradigm that focuses on the use of agents as a primary building block of applications. It allows developers to create modular, reusable components that can be easily integrated into existing systems. AOP promotes code reusability, maintainability, and scalability, making it easier to build complex AI-driven applications.
-|             |                    OOP |  AOP                           |
-| :---------: | ---------------------: | :----------------------------- |
-| unit        |                 Object | Agent                          |
-| params      |   message, args, block | prompt, context, tools         |
-| computation |   method, send, return | perform, generate, response    |
-| state       |      instance variables| prompt context                 |
-| flow        |           method calls | prompt and response cycles     |
-| constraints |            coded logic | written instructions           |
diff --git a/docs/docs/framework/concerns.md b/docs/docs/framework/concerns.md
deleted file mode 100644
index f77cb053..00000000
--- a/docs/docs/framework/concerns.md
+++ /dev/null
@@ -1,426 +0,0 @@
-# Using Concerns with ActiveAgent
-
-Concerns provide a powerful way to share functionality, tools, and configurations across multiple agents. This guide shows how to create and use concerns effectively with ActiveAgent.
-
-## Overview
-
-ActiveAgent concerns work just like Rails concerns - they're modules that can be included in agents to share common functionality. This is particularly useful for:
-
-- Sharing tool definitions across agents
-- Providing common actions and prompts
-- Configuring built-in tools (web search, image generation, MCP)
-- Creating reusable agent capabilities
-
-## Creating a Concern
-
-Here's an example of a concern that provides research-related tools:
-
-<<< @/../test/dummy/app/agents/concerns/research_tools.rb#1-126{ruby:line-numbers}
-
-## Using Concerns in Agents
-
-Include the concern in your agent to gain its functionality:
-
-<<< @/../test/dummy/app/agents/research_agent.rb#1-70{ruby:line-numbers}
-
-## Key Features
-
-### Class-Level Configuration
-
-Concerns can provide configuration methods that agents can use:
-
-```ruby
-module ResearchTools
-  extend ActiveSupport::Concern
-  
-  included do
-    class_attribute :research_tools_config, default: {}
-  end
-  
-  class_methods do
-    def configure_research_tools(**options)
-      self.research_tools_config = research_tools_config.merge(options)
-    end
-  end
-end
-
-class MyResearchAgent < ApplicationAgent
-  include ResearchTools
-  
-  configure_research_tools(
-    enable_web_search: true,
-    mcp_servers: ["arxiv", "github"],
-    default_search_context: "high"
-  )
-end
-```
-
-### Actions as Tools
-
-Public methods in concerns become available as tools for the AI:
-
-```ruby
-module DataTools
-  extend ActiveSupport::Concern
-  
-  def calculate_statistics
-    data = params[:data]
-    # This becomes a tool the AI can call
-    {
-      mean: data.sum.to_f / data.size,
-      median: data.sort[data.size / 2],
-      mode: data.group_by(&:itself).values.max_by(&:size).first
-    }
-  end
-  
-  def fetch_external_data
-    endpoint = params[:endpoint]
-    HTTParty.get(endpoint)
-  end
-end
-```
-
-### Built-in Tools Configuration
-
-Concerns can configure OpenAI's built-in tools dynamically:
-
-```ruby
-module WebSearchable
-  extend ActiveSupport::Concern
-  
-  def search_web
-    query = params[:query]
-    context_size = params[:context_size] || "medium"
-    
-    prompt(
-      message: query,
-      tools: [
-        {
-          type: "web_search_preview",
-          search_context_size: context_size
-        }
-      ]
-    )
-  end
-end
-```
-
-### MCP Integration
-
-Configure MCP (Model Context Protocol) servers in concerns:
-
-```ruby
-module MCPConnectable
-  extend ActiveSupport::Concern
-  
-  def connect_to_services
-    services = params[:services] || []
-    
-    mcp_tools = services.map do |service|
-      case service
-      when "dropbox"
-        {
-          type: "mcp",
-          connector_id: "connector_dropbox"
-        }
-      when "github"
-        {
-          type: "mcp",
-          server_url: "https://api.githubcopilot.com/mcp/"
-        }
-      end
-    end
-    
-    prompt(
-      message: "Connect to requested services",
-      tools: mcp_tools
-    )
-  end
-end
-```
-
-## Multiple Concerns
-
-Agents can include multiple concerns to combine capabilities:
-
-```ruby
-class PowerfulAgent < ApplicationAgent
-  include ResearchTools
-  include WebSearchable
-  include DataTools
-  include MCPConnectable
-  
-  generate_with :openai, model: "gpt-4o"
-  
-  # This agent now has all the tools from all concerns
-  def analyze_and_report
-    topic = params[:topic]
-    
-    prompt(
-      message: "Analyze #{topic} using all available tools",
-      # Tools from all concerns are available
-    )
-  end
-end
-```
-
-## Testing Concerns
-
-Test concerns to ensure they work correctly:
-
-```ruby
-class ResearchToolsTest < ActiveSupport::TestCase
-  setup do
-    @agent_class = Class.new(ApplicationAgent) do
-      include ResearchTools
-      generate_with :openai, model: "gpt-4o"
-    end
-    @agent = @agent_class.new
-  end
-  
-  test "concern adds expected actions" do
-    expected_actions = [
-      "search_academic_papers",
-      "analyze_research_data",
-      "generate_research_visualization"
-    ]
-    
-    agent_actions = @agent.action_methods
-    expected_actions.each do |action|
-      assert_includes agent_actions, action
-    end
-  end
-  
-  test "concern configuration works" do
-    @agent_class.configure_research_tools(
-      enable_web_search: true,
-      mcp_servers: ["arxiv"]
-    )
-    
-    assert @agent_class.research_tools_config[:enable_web_search]
-    assert_equal ["arxiv"], @agent_class.research_tools_config[:mcp_servers]
-  end
-end
-```
-
-## Best Practices
-
-### 1. Single Responsibility
-
-Each concern should focus on a specific capability:
-
-```ruby
-# Good - focused on research
-module ResearchTools
-  # Research-specific tools
-end
-
-# Good - focused on data processing
-module DataProcessing
-  # Data processing tools
-end
-
-# Bad - too broad
-module AllTools
-  # Everything mixed together
-end
-```
-
-### 2. Configurable Behavior
-
-Make concerns configurable for flexibility:
-
-```ruby
-module Translatable
-  extend ActiveSupport::Concern
-  
-  included do
-    class_attribute :translation_config, default: {}
-  end
-  
-  class_methods do
-    def configure_translation(target_languages: [], default_language: "en")
-      self.translation_config = {
-        target_languages: target_languages,
-        default_language: default_language
-      }
-    end
-  end
-  
-  def translate
-    text = params[:text]
-    target = params[:target] || translation_config[:default_language]
-    # Translation logic
-  end
-end
-```
-
-### 3. Document Tool Schemas
-
-Include JSON views for tool schemas:
-
-```ruby
-# app/views/research_tools/search_academic_papers.json.jbuilder
-json.type "function"
-json.function do
-  json.name action_name
-  json.description "Search for academic papers"
-  json.parameters do
-    json.type "object"
-    json.properties do
-      json.query do
-        json.type "string"
-        json.description "Search query"
-      end
-      json.year_from do
-        json.type "integer"
-        json.description "Start year for publication date filter"
-      end
-    end
-    json.required ["query"]
-  end
-end
-```
-
-### 4. Handle API Differences
-
-Consider different API capabilities:
-
-```ruby
-module AdaptiveTools
-  extend ActiveSupport::Concern
-  
-  private
-  
-  def responses_api?
-    # Check if using Responses API
-    options[:use_responses_api] || 
-    ["gpt-5", "gpt-4.1"].include?(options[:model])
-  end
-  
-  def configure_tools
-    if responses_api?
-      # Use built-in tools
-      [
-        {type: "web_search_preview"},
-        {type: "image_generation"}
-      ]
-    else
-      # Use function calling
-      []
-    end
-  end
-end
-```
-
-## Real-World Examples
-
-### Content Generation Concern
-
-```ruby
-module ContentGeneration
-  extend ActiveSupport::Concern
-  
-  def generate_blog_post
-    topic = params[:topic]
-    style = params[:style] || "informative"
-    
-    prompt(
-      message: "Write a #{style} blog post about #{topic}",
-      instructions: "Create engaging, SEO-friendly content"
-    )
-  end
-  
-  def generate_social_media
-    content = params[:content]
-    platforms = params[:platforms] || ["twitter"]
-    
-    prompt(
-      message: "Create social media posts for: #{platforms.join(', ')}",
-      context: content
-    )
-  end
-  
-  def optimize_seo
-    content = params[:content]
-    keywords = params[:keywords]
-    
-    prompt(
-      message: "Optimize this content for SEO",
-      context: {content: content, keywords: keywords}
-    )
-  end
-end
-```
-
-### Data Analysis Concern
-
-```ruby
-module DataAnalysis
-  extend ActiveSupport::Concern
-  
-  included do
-    class_attribute :analysis_config, default: {
-      output_format: :json,
-      include_visualizations: false
-    }
-  end
-  
-  def analyze_trends
-    data = params[:data]
-    timeframe = params[:timeframe]
-    
-    prompt(
-      message: "Analyze trends in this data over #{timeframe}",
-      content_type: analysis_config[:output_format],
-      tools: visualization_tools
-    )
-  end
-  
-  private
-  
-  def visualization_tools
-    return [] unless analysis_config[:include_visualizations]
-    
-    [{
-      type: "image_generation",
-      size: "1024x768",
-      quality: "high"
-    }]
-  end
-end
-```
-
-## Integration with Rails
-
-Concerns work seamlessly with Rails conventions:
-
-```ruby
-# app/agents/concerns/authenticatable.rb
-module Authenticatable
-  extend ActiveSupport::Concern
-  
-  included do
-    before_action :verify_authentication
-  end
-  
-  private
-  
-  def verify_authentication
-    unless current_user
-      raise ActiveAgent::AuthenticationError, "User must be authenticated"
-    end
-  end
-  
-  def current_user
-    # Access Rails current_user or implement agent-specific auth
-    @current_user ||= User.find_by(id: params[:user_id])
-  end
-end
-```
-
-## Related Documentation
-
-- [Testing ActiveAgent Applications](/docs/framework/testing)
-- [OpenAI Provider Built-in Tools](/docs/generation-providers/openai-provider#built-in-tools-responses-api)
-- [ActiveAgent Framework](/docs/framework/active-agent)
\ No newline at end of file
diff --git a/docs/docs/framework/embeddings.md b/docs/docs/framework/embeddings.md
deleted file mode 100644
index 47f56ab8..00000000
--- a/docs/docs/framework/embeddings.md
+++ /dev/null
@@ -1,384 +0,0 @@
-# Embeddings
-
-Embeddings are numerical representations of text that capture semantic meaning, enabling similarity searches, clustering, and other vector-based operations. ActiveAgent provides a unified interface for generating embeddings across all supported providers.
-
-## Overview
-
-Embeddings transform text into high-dimensional vectors that represent semantic meaning. Similar texts produce similar vectors, enabling powerful features like:
-
-- **Semantic Search** - Find related content by meaning, not just keywords
-- **Clustering** - Group similar documents automatically
-- **Classification** - Categorize text based on similarity to examples
-- **Recommendation** - Suggest related content based on embeddings
-- **Anomaly Detection** - Identify outliers in text data
-
-## Basic Usage
-
-### Generating Embeddings
-
-Use the `embed_now` method to generate embeddings synchronously:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_sync_generation {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-generates-embeddings-synchronously-with-embed-now.md -->
-:::
-
-### Async Embeddings
-
-Generate embeddings in background jobs:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_async_generation {ruby:line-numbers}
-
-## Embedding Callbacks
-
-Use callbacks to process embeddings before and after generation:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_with_callbacks {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-processes-embeddings-with-callbacks.md -->
-:::
-
-## Provider Configuration
-
-Each provider supports different embedding models and configurations:
-
-### OpenAI
-
-Configure OpenAI-specific embedding models:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_openai_model_config {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-uses-configured-openai-embedding-model.md -->
-:::
-
-### Ollama
-
-Configure Ollama for local embedding generation:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_ollama_provider_test {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-generates-embeddings-with-Ollama-provider.md -->
-:::
-
-### Error Handling
-
-ActiveAgent provides proper error handling for connection issues:
-
-<<< @/../test/generation_provider/ollama_provider_test.rb#ollama_provider_embed {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/ollama-provider-test.rb-test-embed-method-works-with-ollama-provider.md -->
-:::
-
-## Working with Embeddings
-
-### Similarity Search
-
-Find similar documents using cosine similarity:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_similarity_search {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-performs-similarity-search-with-embeddings.md -->
-:::
-
-### Batch Processing
-
-Process multiple embeddings efficiently:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_batch_processing {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-processes-multiple-embeddings-in-batch.md -->
-:::
-
-### Embedding Dimensions
-
-Different models produce different embedding dimensions:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_dimension_test {ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-verifies-embedding-dimensions-for-different-models.md -->
-:::
-
-## Advanced Patterns
-
-### Caching Embeddings
-
-Cache embeddings to avoid regenerating them:
-
-```ruby
-class CachedEmbeddingAgent < ApplicationAgent
-  def get_embedding(text)
-    cache_key = "embedding:#{Digest::SHA256.hexdigest(text)}"
-    
-    Rails.cache.fetch(cache_key, expires_in: 30.days) do
-      generation = self.class.with(message: text).prompt_context
-      generation.embed_now.message.content
-    end
-  end
-end
-```
-
-### Multi-Model Embeddings
-
-Use different models for different purposes:
-
-```ruby
-class MultiModelEmbeddingAgent < ApplicationAgent
-  def generate_semantic_embedding(text)
-    # High-quality semantic embedding
-    self.class.generate_with :openai, 
-      embedding_model: "text-embedding-3-large"
-    
-    generation = self.class.with(message: text).prompt_context
-    generation.embed_now
-  end
-  
-  def generate_fast_embedding(text)
-    # Faster, smaller embedding for real-time use
-    self.class.generate_with :openai,
-      embedding_model: "text-embedding-3-small"
-    
-    generation = self.class.with(message: text).prompt_context
-    generation.embed_now
-  end
-end
-```
-
-## Vector Databases
-
-Store and query embeddings using vector databases:
-
-### PostgreSQL with pgvector
-
-```ruby
-class PgVectorAgent < ApplicationAgent
-  def store_document(text)
-    # Generate embedding
-    generation = self.class.with(message: text).prompt_context
-    embedding = generation.embed_now.message.content
-    
-    # Store in PostgreSQL with pgvector
-    Document.create!(
-      content: text,
-      embedding: embedding  # pgvector column
-    )
-  end
-  
-  def search_similar(query, limit: 10)
-    query_embedding = get_embedding(query)
-    
-    # Use pgvector's <-> operator for cosine distance
-    Document
-      .order(Arel.sql("embedding <-> '#{query_embedding}'"))
-      .limit(limit)
-  end
-end
-```
-
-### Pinecone Integration
-
-```ruby
-class PineconeAgent < ApplicationAgent
-  def initialize
-    super
-    @pinecone = Pinecone::Client.new(api_key: ENV['PINECONE_API_KEY'])
-    @index = @pinecone.index('documents')
-  end
-  
-  def upsert_document(id, text, metadata = {})
-    embedding = get_embedding(text)
-    
-    @index.upsert(
-      vectors: [{
-        id: id,
-        values: embedding,
-        metadata: metadata.merge(text: text)
-      }]
-    )
-  end
-  
-  def query_similar(text, top_k: 10)
-    embedding = get_embedding(text)
-    
-    @index.query(
-      vector: embedding,
-      top_k: top_k,
-      include_metadata: true
-    )
-  end
-end
-```
-
-## Testing Embeddings
-
-Test embedding functionality with comprehensive test coverage including callbacks, similarity search, and batch processing as shown in the examples above.
-
-## Performance Optimization
-
-### Batch Processing
-
-Process embeddings in batches for better performance:
-
-```ruby
-class BatchOptimizedAgent < ApplicationAgent
-  def process_documents(documents)
-    documents.each_slice(100) do |batch|
-      Parallel.each(batch, in_threads: 5) do |doc|
-        generation = self.class.with(message: doc.content).prompt_context
-        doc.embedding = generation.embed_now.message.content
-        doc.save!
-      end
-    end
-  end
-end
-```
-
-### Caching Strategy
-
-Implement intelligent caching:
-
-```ruby
-class SmartCacheAgent < ApplicationAgent
-  def get_or_generate_embedding(text)
-    # Check cache first
-    cached = fetch_from_cache(text)
-    return cached if cached
-    
-    # Generate if not cached
-    embedding = generate_embedding(text)
-    
-    # Cache based on text length and importance
-    if should_cache?(text)
-      cache_embedding(text, embedding)
-    end
-    
-    embedding
-  end
-  
-  private
-  
-  def should_cache?(text)
-    text.length > 100 || text.include?("important")
-  end
-end
-```
-
-## Best Practices
-
-1. **Choose the Right Model** - Balance quality, speed, and cost
-2. **Normalize Text** - Preprocess consistently before embedding
-3. **Cache Aggressively** - Embeddings are expensive to generate
-4. **Batch When Possible** - Process multiple texts together
-5. **Monitor Dimensions** - Different models produce different sizes
-6. **Use Callbacks** - Process embeddings consistently
-7. **Handle Failures** - Implement retry logic and fallbacks
-8. **Version Embeddings** - Track which model generated each embedding
-
-## Common Use Cases
-
-### Semantic Search
-
-```ruby
-class SemanticSearchAgent < ApplicationAgent
-  def build_search_index(documents)
-    documents.each do |doc|
-      generation = self.class.with(message: doc.content).prompt_context
-      doc.update!(embedding: generation.embed_now.message.content)
-    end
-  end
-  
-  def search(query)
-    query_embedding = get_embedding(query)
-    
-    Document
-      .select("*, embedding <-> '#{query_embedding}' as distance")
-      .order("distance")
-      .limit(10)
-  end
-end
-```
-
-### Content Recommendations
-
-```ruby
-class RecommendationAgent < ApplicationAgent
-  def recommend_similar(article)
-    article_embedding = article.embedding || generate_embedding(article.content)
-    
-    Article
-      .where.not(id: article.id)
-      .select("*, embedding <-> '#{article_embedding}' as similarity")
-      .order("similarity")
-      .limit(5)
-  end
-end
-```
-
-### Clustering
-
-```ruby
-class ClusteringAgent < ApplicationAgent
-  def cluster_documents(documents, num_clusters: 5)
-    # Generate embeddings
-    embeddings = documents.map do |doc|
-      get_embedding(doc.content)
-    end
-    
-    # Use k-means or other clustering algorithm
-    clusters = perform_clustering(embeddings, num_clusters)
-    
-    # Assign documents to clusters
-    documents.zip(clusters).each do |doc, cluster_id|
-      doc.update!(cluster_id: cluster_id)
-    end
-  end
-end
-```
-
-## Troubleshooting
-
-### Common Issues
-
-1. **Dimension Mismatch** - Ensure all embeddings use the same model
-2. **Memory Issues** - Large embedding vectors can consume significant RAM
-3. **Rate Limits** - Implement exponential backoff for API limits
-4. **Cost Management** - Monitor embedding API usage and costs
-5. **Connection Errors** - Handle network issues with Ollama and other providers
-
-### Debugging
-
-```ruby
-class DebuggingAgent < ApplicationAgent
-  def debug_embedding(text)
-    generation = self.class.with(message: text).prompt_context
-    
-    Rails.logger.info "Generating embedding for: #{text[0..100]}..."
-    Rails.logger.info "Provider: #{generation_provider.class.name}"
-    Rails.logger.info "Model: #{generation_provider.embedding_model}"
-    
-    response = generation.embed_now
-    embedding = response.message.content
-    
-    Rails.logger.info "Dimensions: #{embedding.size}"
-    Rails.logger.info "Range: [#{embedding.min}, #{embedding.max}]"
-    Rails.logger.info "Mean: #{embedding.sum / embedding.size}"
-    
-    embedding
-  end
-end
-```
-
-## Related Documentation
-
-- [Generation Provider Overview](/docs/framework/generation-provider)
-- [OpenAI Provider](/docs/generation-providers/openai-provider)
-- [Ollama Provider](/docs/generation-providers/ollama-provider)
-- [Callbacks](/docs/active-agent/callbacks)
-- [Generation](/docs/active-agent/generation)
\ No newline at end of file
diff --git a/docs/docs/framework/generation-provider.md b/docs/docs/framework/generation-provider.md
deleted file mode 100644
index 18381a56..00000000
--- a/docs/docs/framework/generation-provider.md
+++ /dev/null
@@ -1,205 +0,0 @@
-# Generation Provider
-
-Generation Providers are the backbone of the Active Agent framework, allowing seamless integration with various AI services. They provide a consistent interface for prompting and generating responses, making it easy to switch between different providers without changing the core logic of your application.
-
-## Available Providers
-You can use the following generation providers with Active Agent:
-::: code-group
-
-<<< @/../test/dummy/app/agents/open_ai_agent.rb#snippet{ruby:line-numbers} [OpenAI]
-
-<<< @/../test/dummy/app/agents/anthropic_agent.rb {ruby} [Anthropic]
-
-<<< @/../test/dummy/app/agents/open_router_agent.rb#snippet{ruby:line-numbers} [OpenRouter]
-
-<<< @/../test/dummy/app/agents/ollama_agent.rb#snippet{ruby:line-numbers} [Ollama]
-:::
-
-## Response
-Generation providers handle the request-response cycle for generating responses based on the provided prompts. They process the prompt context, including messages, actions, and parameters, and return the generated response.
-
-### Response Object
-The `ActiveAgent::GenerationProvider::Response` class encapsulates the result of a generation request, providing access to both the processed response and debugging information.
-
-#### Attributes
-
-- **`message`** - The generated response message from the AI provider
-- **`prompt`** - The complete prompt object used for generation, including updated context, messages, and parameters
-- **`raw_response`** - The unprocessed response data from the AI provider, useful for debugging and accessing provider-specific metadata
-
-#### Example Usage
-
-<<< @/../test/generation_provider_examples_test.rb#generation_response_usage{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/generation-provider-examples-test.rb-test-response-object-usage.md -->
-:::
-The response object ensures you have full visibility into both the input prompt context and the raw provider response, making it easy to debug generation issues or access provider-specific response metadata.
-
-## Provider Configuration
-
-You can configure generation providers with custom settings:
-
-### Model and Temperature Configuration
-
-<<< @/../test/generation_provider_examples_test.rb#anthropic_provider_example{ruby:line-numbers}
-
-<<< @/../test/generation_provider_examples_test.rb#google_provider_example{ruby:line-numbers}
-
-### Custom Host Configuration
-
-For Azure OpenAI or other custom endpoints:
-
-<<< @/../test/generation_provider_examples_test.rb#custom_host_configuration{ruby:line-numbers}
-
-## Configuration Precedence
-
-ActiveAgent follows a clear hierarchy for configuration parameters, ensuring that you have fine-grained control over your AI generation settings. Parameters can be configured at multiple levels, with higher-priority settings overriding lower-priority ones.
-
-### Precedence Order (Highest to Lowest)
-
-1. **Runtime Options** - Parameters passed directly to the `prompt` method
-2. **Agent Options** - Parameters defined in `generate_with` at the agent class level
-3. **Global Configuration** - Parameters in `config/active_agent.yml`
-
-This hierarchy allows you to:
-- Set sensible defaults globally
-- Override them for specific agents
-- Make runtime adjustments for individual requests
-
-### Example: Configuration Precedence in Action
-
-<<< @/../test/agents/configuration_precedence_test.rb#test_configuration_precedence{ruby:line-numbers}
-
-### Data Collection Precedence Example
-
-The `data_collection` parameter for OpenRouter follows the same precedence rules:
-
-<<< @/../test/agents/configuration_precedence_test.rb#test_data_collection_precedence{ruby:line-numbers}
-
-### Key Principles
-
-#### 1. Runtime Always Wins
-Runtime options in the `prompt` method override all other configurations. See the test demonstrating this behavior:
-
-<<< @/../test/agents/configuration_precedence_test.rb#runtime_options_override{ruby:line-numbers}
-
-#### 2. Nil Values Don't Override
-Nil values passed at runtime don't override existing configurations:
-
-<<< @/../test/agents/configuration_precedence_test.rb#nil_values_dont_override{ruby:line-numbers}
-
-#### 3. Agent Configuration Overrides Global
-Agent-level settings take precedence over global configuration files:
-
-<<< @/../test/agents/configuration_precedence_test.rb#agent_overrides_config{ruby:line-numbers}
-
-### Supported Runtime Options
-
-The following options can be overridden at runtime:
-
-- `:model` - The AI model to use
-- `:temperature` - Creativity/randomness (0.0-1.0)
-- `:max_tokens` - Maximum response length
-- `:stream` - Enable streaming responses
-- `:top_p` - Nucleus sampling parameter
-- `:frequency_penalty` - Reduce repetition
-- `:presence_penalty` - Encourage topic diversity
-- `:response_format` - Structured output format
-- `:seed` - For reproducible outputs
-- `:stop` - Stop sequences
-- `:tools_choice` - Tool selection strategy
-- `:data_collection` - Privacy settings (OpenRouter)
-- `:require_parameters` - Provider parameter validation (OpenRouter)
-
-### Best Practices
-
-1. **Use Global Config for Defaults**: Set organization-wide defaults in `config/active_agent.yml`
-2. **Agent-Level for Specific Needs**: Override in `generate_with` for agent-specific requirements
-3. **Runtime for Dynamic Adjustments**: Use runtime options for user preferences or conditional logic
-
-For a complete example showing all three levels working together, see:
-
-<<< @/../test/agents/configuration_precedence_test.rb#test_configuration_precedence{ruby:line-numbers}
-
-## Embeddings Support
-
-Generation providers support creating text embeddings for semantic search, clustering, and similarity matching. Embeddings transform text into numerical vectors that capture semantic meaning.
-
-### Generating Embeddings Synchronously
-
-Use `embed_now` to generate embeddings immediately:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_sync_generation{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-generates-embeddings-synchronously-with-embed-now.md -->
-:::
-
-### Asynchronous Embedding Generation
-
-Use `embed_later` for background processing of embeddings:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_async_generation{ruby:line-numbers}
-
-### Embedding Callbacks
-
-Process embeddings with before and after callbacks:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_with_callbacks{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-processes-embeddings-with-callbacks.md -->
-:::
-
-### Similarity Search
-
-Use embeddings to find semantically similar content:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_similarity_search{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test.rb-test-performs-similarity-search-with-embeddings.md -->
-:::
-
-### Provider-Specific Embedding Models
-
-Different providers offer various embedding models:
-
-- **OpenAI**: `text-embedding-3-large`, `text-embedding-3-small`, `text-embedding-ada-002`
-- **Ollama**: `nomic-embed-text`, `mxbai-embed-large`, `all-minilm`
-- **Anthropic**: Does not natively support embeddings (use a dedicated embedding provider)
-
-### Configuration
-
-Configure embedding models in your agent:
-
-```ruby
-class EmbeddingAgent < ApplicationAgent
-  generate_with :openai,
-    model: "gpt-4",  # For text generation
-    embedding_model: "text-embedding-3-large"  # For embeddings
-end
-```
-
-Or in your configuration file:
-
-```yaml
-development:
-  openai:
-    model: gpt-4
-    embedding_model: text-embedding-3-large
-    dimensions: 256  # Optional: reduce embedding dimensions
-```
-
-For more details on embeddings, see the [Embeddings Guide](/docs/framework/embeddings).
-
-## Provider-Specific Documentation
-
-For detailed documentation on specific providers and their features:
-
-- [OpenAI Provider](/docs/generation-providers/openai-provider) - GPT-4, GPT-3.5, function calling, vision, and Azure OpenAI support
-- [Anthropic Provider](/docs/generation-providers/anthropic-provider) - Claude 3.5 and Claude 3 models with extended context windows
-- [Ollama Provider](/docs/generation-providers/ollama-provider) - Local LLM inference for privacy-sensitive applications
-- [OpenRouter Provider](/docs/generation-providers/open-router-provider) - Multi-model routing with fallbacks, PDF processing, and vision support
-
diff --git a/docs/docs/framework/rails-integration.md b/docs/docs/framework/rails-integration.md
deleted file mode 100644
index bfefb5b3..00000000
--- a/docs/docs/framework/rails-integration.md
+++ /dev/null
@@ -1,45 +0,0 @@
----
-title: Rails Integration
----
-# {{ $frontmatter.title }}
-Active Agent integrates seamlessly with Rails, leveraging its powerful features to enhance AI-driven applications. This guide covers the key aspects of integrating Active Agent into your Rails application.
-
-## Active Agent compresses the complexity of AI interactions
-Active Agent keeps things simple, no multi-step workflows or unnecessary complexity. It integrates directly into your Rails app with clear separation of concerns, making AI features easy to implement and maintain. With less than 10 lines of code, you can ship an AI feature.
-
-## User facing interactions
-Active Agent is designed to work seamlessly with Rails applications. It can be easily integrated into your existing Rails app without any additional configuration. 
-
-You can pass messages to the agent from Action Controller, and the agent render a prompt context, generate a response using the configured generation provider, then handle the response using its own `after_generation`. 
-
-```ruby
-class MessagesController < ApplicationController
-  def create
-    # Use the class method with() to pass parameters, then call the action
-    generation = TravelAgent.with(message: params[:message]).prompt_context.generate_later
-    
-    # The generation object tracks the async job
-    render json: { job_id: generation.job_id }
-  end
-  
-  def show
-    # Check status of a generation
-    generation = ActiveAgent::Generation.find(params[:id])
-    
-    if generation.finished?
-      render json: { response: generation.response.message.content }
-    else
-      render json: { status: "processing" }
-    end
-  end
-end
-```
-
-## Agent facing interactions
-Your Rails app probably already has feature sets for business logic abstracted into models, services, and jobs, so you can leverage these to initiate agent interactions. Whether you want to process a new record to use AI to extract structured data, or you want AI to interact with third-party APIs, or interact base on the current state of your application, you can use Active Agent to handle these interactions.
-
-```ruby
-class ApplicationAgent < ActiveAgent::Base
-  generate_with :openai
-end
-```
\ No newline at end of file
diff --git a/docs/docs/generation-providers/anthropic-provider.md b/docs/docs/generation-providers/anthropic-provider.md
deleted file mode 100644
index 4d81e3af..00000000
--- a/docs/docs/generation-providers/anthropic-provider.md
+++ /dev/null
@@ -1,432 +0,0 @@
-# Anthropic Provider
-
-The Anthropic provider enables integration with Claude models including Claude 3.5 Sonnet, Claude 3 Opus, and Claude 3 Haiku. It offers advanced reasoning capabilities, extended context windows, and strong performance on complex tasks.
-
-## Configuration
-
-### Basic Setup
-
-Configure Anthropic in your agent:
-
-<<< @/../test/dummy/app/agents/anthropic_agent.rb{ruby:line-numbers}
-
-### Configuration File
-
-Set up Anthropic credentials in `config/active_agent.yml`:
-
-::: code-group
-
-<<< @/../test/dummy/config/active_agent.yml#anthropic_anchor{yaml:line-numbers}
-
-<<< @/../test/dummy/config/active_agent.yml#anthropic_dev_config{yaml:line-numbers}
-
-:::
-
-### Environment Variables
-
-Alternatively, use environment variables:
-
-```bash
-ANTHROPIC_API_KEY=your-api-key
-ANTHROPIC_VERSION=2023-06-01  # Optional API version
-```
-
-## Supported Models
-
-### Claude 3.5 Family
-- **claude-3-5-sonnet-latest** - Most intelligent model with best performance
-- **claude-3-5-sonnet-20241022** - Specific version for reproducibility
-
-### Claude 3 Family
-- **claude-3-opus-latest** - Most capable Claude 3 model
-- **claude-3-sonnet-20240229** - Balanced performance and cost
-- **claude-3-haiku-20240307** - Fastest and most cost-effective
-
-## Features
-
-### Extended Context Window
-
-Claude models support up to 200K tokens of context:
-
-```ruby
-class DocumentAnalyzer < ApplicationAgent
-  generate_with :anthropic, 
-    model: "claude-3-5-sonnet-latest",
-    max_tokens: 4096
-  
-  def analyze_document
-    @document = params[:document]  # Can be very long
-    prompt instructions: "Analyze this document thoroughly"
-  end
-end
-```
-
-### System Messages
-
-Anthropic models excel at following system instructions:
-
-```ruby
-class SpecializedAgent < ApplicationAgent
-  generate_with :anthropic,
-    model: "claude-3-5-sonnet-latest",
-    system: "You are an expert Ruby developer specializing in Rails applications."
-  
-  def review_code
-    @code = params[:code]
-    prompt
-  end
-end
-```
-
-### Tool Use
-
-Claude supports function calling through tool use:
-
-```ruby
-class ToolAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-  
-  def process_request
-    @request = params[:request]
-    prompt  # Includes all public methods as tools
-  end
-  
-  def search_database(query:, table:)
-    # Tool that Claude can call
-    ActiveRecord::Base.connection.execute(
-      "SELECT * FROM #{table} WHERE #{query}"
-    )
-  end
-  
-  def calculate(expression:)
-    # Another available tool
-    eval(expression)  # In production, use a safe math parser
-  end
-end
-```
-
-### Streaming Responses
-
-Enable streaming for real-time output:
-
-```ruby
-class StreamingClaudeAgent < ApplicationAgent
-  generate_with :anthropic, 
-    model: "claude-3-5-sonnet-latest",
-    stream: true
-  
-  on_message_chunk do |chunk|
-    # Handle streaming chunks
-    ActionCable.server.broadcast("chat_#{params[:session_id]}", chunk)
-  end
-  
-  def chat
-    prompt(message: params[:message])
-  end
-end
-```
-
-### Structured Output
-
-While Anthropic doesn't provide native structured output like OpenAI's JSON mode, Claude models excel at following JSON format instructions and producing well-structured outputs.
-
-#### Approach
-
-Claude's strong instruction-following capabilities make it reliable for JSON generation:
-
-```ruby
-class AnthropicStructuredAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-  
-  def extract_data
-    @text = params[:text]
-    @schema = params[:schema]
-    
-    prompt(
-      instructions: build_json_instructions,
-      message: @text
-    )
-  end
-  
-  private
-  
-  def build_json_instructions
-    <<~INSTRUCTIONS
-      You must respond with valid JSON that conforms to this schema:
-      #{@schema.to_json}
-      
-      Ensure your response:
-      - Is valid JSON without any markdown formatting
-      - Includes all required fields
-      - Uses the exact property names from the schema
-      - Contains appropriate data types for each field
-    INSTRUCTIONS
-  end
-end
-```
-
-#### With Schema Generator
-
-Use ActiveAgent's schema generator with Claude:
-
-```ruby
-# Define your model
-class ExtractedData
-  include ActiveModel::Model
-  include ActiveAgent::SchemaGenerator
-  
-  attribute :name, :string
-  attribute :email, :string
-  attribute :age, :integer
-  
-  validates :name, presence: true
-  validates :email, format: { with: URI::MailTo::EMAIL_REGEXP }
-end
-
-# Generate and use the schema
-schema = ExtractedData.to_json_schema
-response = AnthropicAgent.with(
-  text: "John Doe, 30 years old, john@example.com",
-  schema: schema
-).extract_data.generate_now
-
-# Parse the JSON response
-data = JSON.parse(response.message.content)
-```
-
-#### Best Practices for Structured Output with Claude
-
-1. **Clear Instructions**: Provide explicit JSON formatting instructions in the system message
-2. **Schema in Prompt**: Include the schema definition directly in the prompt
-3. **Example Output**: Consider providing an example of the expected JSON format
-4. **Validation**: Always validate the returned JSON against your schema
-5. **Error Handling**: Implement fallback logic for malformed responses
-
-#### Example with Validation
-
-```ruby
-class ValidatedAnthropicAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-  
-  def extract_with_validation
-    response = prompt(
-      instructions: json_instructions,
-      message: params[:text]
-    )
-    
-    # Validate and parse response
-    begin
-      json_data = JSON.parse(response.message.content)
-      validate_against_schema(json_data)
-      json_data
-    rescue JSON::ParserError => e
-      handle_invalid_json(e)
-    end
-  end
-  
-  private
-  
-  def validate_against_schema(data)
-    # Implement schema validation logic
-    JSON::Validator.validate!(schema, data)
-  end
-end
-```
-
-#### Advantages with Claude
-
-- **Reliability**: Claude consistently follows formatting instructions
-- **Flexibility**: Can handle complex nested schemas
-- **Context**: Excellent at understanding context for accurate extraction
-- **Reasoning**: Can explain extraction decisions when needed
-
-See the [Structured Output guide](/docs/active-agent/structured-output) for more examples and patterns.
-
-### Vision Capabilities
-
-Claude models support image analysis:
-
-```ruby
-class VisionAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-  
-  def analyze_image
-    @image_path = params[:image_path]
-    @image_base64 = Base64.encode64(File.read(@image_path))
-    
-    prompt content_type: :text
-  end
-end
-
-# In your view (analyze_image.text.erb):
-# Analyze this image: [base64 image data would be included]
-```
-
-## Provider-Specific Parameters
-
-### Model Parameters
-
-- **`model`** - Model identifier (e.g., "claude-3-5-sonnet-latest")
-- **`max_tokens`** - Maximum tokens to generate (required)
-- **`temperature`** - Controls randomness (0.0 to 1.0)
-- **`top_p`** - Nucleus sampling parameter
-- **`top_k`** - Top-k sampling parameter
-- **`stop_sequences`** - Array of sequences to stop generation
-
-### Metadata
-
-- **`metadata`** - Custom metadata for request tracking
-  ```ruby
-  generate_with :anthropic,
-    metadata: {
-      user_id: -> { Current.user&.id },
-      request_id: -> { SecureRandom.uuid }
-    }
-  ```
-
-### Safety Settings
-
-- **`anthropic_version`** - API version for consistent behavior
-- **`anthropic_beta`** - Enable beta features
-
-## Error Handling
-
-Handle Anthropic-specific errors:
-
-```ruby
-class ResilientAgent < ApplicationAgent
-  generate_with :anthropic,
-    model: "claude-3-5-sonnet-latest",
-    max_retries: 3
-  
-  rescue_from Anthropic::RateLimitError do |error|
-    Rails.logger.warn "Rate limited: #{error.message}"
-    sleep(error.retry_after || 60)
-    retry
-  end
-  
-  rescue_from Anthropic::APIError do |error|
-    Rails.logger.error "Anthropic error: #{error.message}"
-    fallback_to_cached_response
-  end
-end
-```
-
-## Testing
-
-Example test setup with Anthropic:
-
-```ruby
-class AnthropicAgentTest < ActiveSupport::TestCase
-  test "generates response with Claude" do
-    VCR.use_cassette("anthropic_claude_response") do
-      response = AnthropicAgent.with(
-        message: "Explain Ruby blocks"
-      ).prompt_context.generate_now
-      
-      assert_not_nil response.message.content
-      assert response.message.content.include?("block")
-      
-      doc_example_output(response)
-    end
-  end
-end
-```
-
-## Cost Optimization
-
-### Model Selection
-
-- Use Claude 3 Haiku for simple tasks
-- Use Claude 3.5 Sonnet for complex reasoning
-- Reserve Claude 3 Opus for the most demanding tasks
-
-### Token Management
-
-```ruby
-class EfficientClaudeAgent < ApplicationAgent
-  generate_with :anthropic,
-    model: "claude-3-haiku-20240307",
-    max_tokens: 500  # Limit output length
-  
-  def quick_summary
-    @content = params[:content]
-    
-    # Truncate input if needed
-    if @content.length > 10_000
-      @content = @content.truncate(10_000, omission: "... [truncated]")
-    end
-    
-    prompt instructions: "Provide a brief summary"
-  end
-end
-```
-
-### Response Caching
-
-```ruby
-class CachedClaudeAgent < ApplicationAgent
-  generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-  
-  def answer_question
-    question = params[:question]
-    
-    cache_key = "claude_answer/#{Digest::SHA256.hexdigest(question)}"
-    
-    Rails.cache.fetch(cache_key, expires_in: 1.hour) do
-      prompt(message: question).generate_now
-    end
-  end
-end
-```
-
-## Best Practices
-
-1. **Always specify max_tokens** - Required parameter for Anthropic
-2. **Use appropriate models** - Balance cost and capability
-3. **Leverage system messages** - Claude follows them very well
-4. **Handle rate limits gracefully** - Implement exponential backoff
-5. **Monitor token usage** - Track costs and optimize
-6. **Use caching strategically** - Reduce API calls for repeated queries
-7. **Validate outputs** - Especially for critical applications
-
-## Anthropic-Specific Considerations
-
-### Constitutional AI
-
-Claude is trained with Constitutional AI, making it particularly good at:
-- Following ethical guidelines
-- Refusing harmful requests
-- Providing balanced perspectives
-- Being helpful, harmless, and honest
-
-### Context Window Management
-
-```ruby
-class LongContextAgent < ApplicationAgent
-  generate_with :anthropic,
-    model: "claude-3-5-sonnet-latest",
-    max_tokens: 4096
-  
-  def analyze_codebase
-    # Claude can handle very large contexts effectively
-    @files = load_all_project_files  # Up to 200K tokens
-    
-    prompt instructions: "Analyze this entire codebase"
-  end
-  
-  private
-  
-  def load_all_project_files
-    Dir.glob("app/**/*.rb").map do |file|
-      "// File: #{file}\n#{File.read(file)}"
-    end.join("\n\n")
-  end
-end
-```
-
-## Related Documentation
-
-- [Generation Provider Overview](/docs/framework/generation-provider)
-- [Configuration Guide](/docs/getting-started#configuration)
-- [Anthropic API Documentation](https://docs.anthropic.com/claude/reference)
\ No newline at end of file
diff --git a/docs/docs/generation-providers/ollama-provider.md b/docs/docs/generation-providers/ollama-provider.md
deleted file mode 100644
index 1fcdc20f..00000000
--- a/docs/docs/generation-providers/ollama-provider.md
+++ /dev/null
@@ -1,564 +0,0 @@
-# Ollama Provider
-
-The Ollama provider enables local LLM inference using the Ollama platform. Run models like Llama 3, Mistral, and Gemma locally without sending data to external APIs, perfect for privacy-sensitive applications and development.
-
-## Configuration
-
-### Basic Setup
-
-Configure Ollama in your agent:
-
-<<< @/../test/dummy/app/agents/ollama_agent.rb#snippet{ruby:line-numbers}
-
-### Configuration File
-
-Set up Ollama in `config/active_agent.yml`:
-
-::: code-group
-
-<<< @/../test/dummy/config/active_agent.yml#ollama_anchor{yaml:line-numbers}
-
-<<< @/../test/dummy/config/active_agent.yml#ollama_dev_config{yaml:line-numbers}
-
-:::
-
-### Environment Variables
-
-Configure via environment:
-
-```bash
-OLLAMA_HOST=http://localhost:11434
-OLLAMA_MODEL=llama3
-```
-
-## Installing Ollama
-
-### macOS/Linux
-
-```bash
-# Install Ollama
-curl -fsSL https://ollama.ai/install.sh | sh
-
-# Start Ollama service
-ollama serve
-
-# Pull a model
-ollama pull llama3
-```
-
-### Docker
-
-```bash
-docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama
-docker exec -it ollama ollama pull llama3
-```
-
-## Supported Models
-
-### Popular Models
-
-- **llama3** - Meta's Llama 3 (8B, 70B)
-- **mistral** - Mistral 7B
-- **gemma** - Google's Gemma (2B, 7B)
-- **codellama** - Code-specialized Llama
-- **mixtral** - Mixture of experts model
-- **phi** - Microsoft's Phi-2
-- **neural-chat** - Intel's fine-tuned model
-- **qwen** - Alibaba's Qwen models
-
-### List Available Models
-
-```ruby
-class OllamaAdmin < ApplicationAgent
-  generate_with :ollama
-  
-  def list_models
-    # Get list of installed models
-    response = HTTParty.get("#{ollama_host}/api/tags")
-    response["models"]
-  end
-  
-  private
-  
-  def ollama_host
-    Rails.configuration.active_agent.dig(:ollama, :host) || "http://localhost:11434"
-  end
-end
-```
-
-## Features
-
-### Local Inference
-
-Run models completely offline:
-
-```ruby
-class PrivateDataAgent < ApplicationAgent
-  generate_with :ollama, model: "llama3"
-  
-  def process_sensitive_data
-    @data = params[:sensitive_data]
-    # Data never leaves your infrastructure
-    prompt instructions: "Process this confidential information"
-  end
-end
-```
-
-### Model Switching
-
-Easily switch between models:
-
-```ruby
-class MultiModelAgent < ApplicationAgent
-  def code_review
-    # Use specialized code model
-    self.class.generate_with :ollama, model: "codellama"
-    @code = params[:code]
-    prompt
-  end
-  
-  def general_chat
-    # Use general purpose model
-    self.class.generate_with :ollama, model: "llama3"
-    @message = params[:message]
-    prompt
-  end
-end
-```
-
-### Custom Models
-
-Use fine-tuned or custom models:
-
-```ruby
-class CustomModelAgent < ApplicationAgent
-  generate_with :ollama, model: "my-custom-model:latest"
-  
-  before_action :ensure_model_exists
-  
-  private
-  
-  def ensure_model_exists
-    # Check if model is available
-    models = fetch_available_models
-    unless models.include?(generation_provider.model)
-      raise "Model #{generation_provider.model} not found. Run: ollama pull #{generation_provider.model}"
-    end
-  end
-end
-```
-
-### Structured Output
-
-Ollama can generate JSON-formatted responses through careful prompting and model selection. While Ollama doesn't have native structured output like OpenAI, many models can reliably produce JSON when properly instructed.
-
-#### Approach
-
-To get structured output from Ollama:
-
-1. **Choose the right model** - Models like Llama 3, Mixtral, and Mistral are good at following formatting instructions
-2. **Use clear prompts** - Explicitly request JSON format in your instructions
-3. **Set low temperature** - Use values like 0.1-0.3 for more consistent formatting
-4. **Parse and validate** - Always validate the response as it may not be valid JSON
-
-#### Example Approach
-
-```ruby
-class OllamaAgent < ApplicationAgent
-  generate_with :ollama,
-    model: "llama3",
-    temperature: 0.1  # Lower temperature for consistency
-  
-  def extract_with_json_prompt
-    prompt(
-      instructions: <<~INST,
-        You must respond ONLY with valid JSON.
-        Extract the key information and format as:
-        {"field1": "value", "field2": "value"}
-        No explanation, just the JSON object.
-      INST
-      message: params[:text]
-    )
-  end
-end
-
-# Usage - parse with error handling
-response = agent.extract_with_json_prompt.generate_now
-begin
-  data = JSON.parse(response.message.content)
-rescue JSON::ParserError
-  # Handle malformed JSON
-end
-```
-
-#### Best Practices
-
-1. **Model Selection**: Test different models to find which works best for your use case
-2. **Prompt Engineering**: Be very explicit about JSON requirements
-3. **Validation**: Always validate and handle parsing errors
-4. **Local Processing**: Ideal for sensitive data that must stay on-premise
-
-#### Limitations
-
-- No guaranteed JSON output like OpenAI's strict mode
-- Quality varies significantly by model
-- May require multiple attempts or fallback logic
-- Complex schemas may be challenging
-
-For reliable structured output, consider using [OpenAI](/docs/generation-providers/openai-provider#structured-output) or [OpenRouter](/docs/generation-providers/open-router-provider#structured-output-support) providers. For local processing requirements where Ollama is necessary, implement robust validation and error handling.
-
-See the [Structured Output guide](/docs/active-agent/structured-output) for more information about structured output patterns.
-
-### Streaming Responses
-
-Stream responses for better UX:
-
-```ruby
-class StreamingOllamaAgent < ApplicationAgent
-  generate_with :ollama, 
-    model: "llama3",
-    stream: true
-  
-  on_message_chunk do |chunk|
-    # Handle streaming chunks
-    Rails.logger.info "Chunk: #{chunk}"
-    broadcast_to_client(chunk)
-  end
-  
-  def chat
-    prompt(message: params[:message])
-  end
-end
-```
-
-### Embeddings Support
-
-Generate embeddings locally using Ollama's embedding models. See the [Embeddings Framework Documentation](/docs/framework/embeddings) for comprehensive coverage.
-
-#### Basic Embedding Generation
-
-<<< @/../test/generation_provider/ollama_provider_test.rb#ollama_provider_embed{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/ollama-provider-test-test-embed-method-works-with-ollama-provider.md -->
-:::
-
-::: warning Connection Required
-Ollama must be running locally. If you see connection errors, start Ollama with:
-```bash
-ollama serve
-```
-:::
-
-#### Available Embedding Models
-
-- **nomic-embed-text** - High-quality text embeddings (768 dimensions)
-- **mxbai-embed-large** - Large embedding model (1024 dimensions)
-- **all-minilm** - Lightweight embeddings (384 dimensions)
-
-#### Pull Embedding Models
-
-```bash
-# Install embedding models
-ollama pull nomic-embed-text
-ollama pull mxbai-embed-large
-```
-
-#### Error Handling
-
-Ollama provides helpful error messages when the service is not available:
-
-<<< @/../test/generation_provider/ollama_provider_test.rb#113-136{ruby:line-numbers}
-
-This ensures developers get clear feedback about connection issues.
-
-For more embedding patterns and examples, see the [Embeddings Documentation](/docs/framework/embeddings).
-
-## Provider-Specific Parameters
-
-### Model Parameters
-
-- **`model`** - Model name (e.g., "llama3", "mistral")
-- **`embedding_model`** - Embedding model name (e.g., "nomic-embed-text")
-- **`temperature`** - Controls randomness (0.0 to 1.0)
-- **`top_p`** - Nucleus sampling
-- **`top_k`** - Top-k sampling
-- **`num_predict`** - Maximum tokens to generate
-- **`stop`** - Stop sequences
-- **`seed`** - For reproducible outputs
-
-### System Configuration
-
-- **`host`** - Ollama server URL (default: `http://localhost:11434`)
-- **`timeout`** - Request timeout in seconds
-- **`keep_alive`** - Keep model loaded in memory
-
-### Advanced Options
-
-```ruby
-class AdvancedOllamaAgent < ApplicationAgent
-  generate_with :ollama,
-    model: "llama3",
-    options: {
-      num_ctx: 4096,      # Context window size
-      num_gpu: 1,         # Number of GPUs to use
-      num_thread: 8,      # Number of threads
-      repeat_penalty: 1.1, # Penalize repetition
-      mirostat: 2,        # Mirostat sampling
-      mirostat_tau: 5.0,  # Mirostat tau parameter
-      mirostat_eta: 0.1   # Mirostat learning rate
-    }
-end
-```
-
-## Performance Optimization
-
-### Model Loading
-
-Keep models in memory for faster responses:
-
-```ruby
-class FastOllamaAgent < ApplicationAgent
-  generate_with :ollama,
-    model: "llama3",
-    keep_alive: "5m"  # Keep model loaded for 5 minutes
-  
-  def quick_response
-    @query = params[:query]
-    prompt
-  end
-end
-```
-
-### Hardware Acceleration
-
-Configure GPU usage:
-
-```ruby
-class GPUAgent < ApplicationAgent
-  generate_with :ollama,
-    model: "llama3",
-    options: {
-      num_gpu: -1,  # Use all available GPUs
-      main_gpu: 0   # Primary GPU index
-    }
-end
-```
-
-### Quantization
-
-Use quantized models for better performance:
-
-```bash
-# Pull quantized versions
-ollama pull llama3:8b-q4_0  # 4-bit quantization
-ollama pull llama3:8b-q5_1  # 5-bit quantization
-```
-
-```ruby
-class EfficientAgent < ApplicationAgent
-  # Use quantized model for faster inference
-  generate_with :ollama, model: "llama3:8b-q4_0"
-end
-```
-
-## Error Handling
-
-Handle Ollama-specific errors:
-
-```ruby
-class RobustOllamaAgent < ApplicationAgent
-  generate_with :ollama, model: "llama3"
-  
-  rescue_from Faraday::ConnectionFailed do |error|
-    Rails.logger.error "Ollama connection failed: #{error.message}"
-    render_ollama_setup_instructions
-  end
-  
-  rescue_from ActiveAgent::GenerationError do |error|
-    if error.message.include?("model not found")
-      pull_model_and_retry
-    else
-      raise
-    end
-  end
-  
-  private
-  
-  def pull_model_and_retry
-    system("ollama pull #{generation_provider.model}")
-    retry
-  end
-  
-  def render_ollama_setup_instructions
-    "Ollama is not running. Start it with: ollama serve"
-  end
-end
-```
-
-## Testing
-
-Test with Ollama locally:
-
-```ruby
-class OllamaAgentTest < ActiveSupport::TestCase
-  setup do
-    skip "Ollama not available" unless ollama_available?
-  end
-  
-  test "generates response with local model" do
-    response = OllamaAgent.with(
-      message: "Hello"
-    ).prompt_context.generate_now
-    
-    assert_not_nil response.message.content
-    doc_example_output(response)
-  end
-  
-  private
-  
-  def ollama_available?
-    response = Net::HTTP.get_response(URI("http://localhost:11434/api/tags"))
-    response.code == "200"
-  rescue
-    false
-  end
-end
-```
-
-## Development Workflow
-
-### Local Development Setup
-
-```ruby
-# config/environments/development.rb
-Rails.application.configure do
-  config.active_agent = {
-    ollama: {
-      host: ENV['OLLAMA_HOST'] || 'http://localhost:11434',
-      model: ENV['OLLAMA_MODEL'] || 'llama3',
-      options: {
-        num_ctx: 4096,
-        temperature: 0.7
-      }
-    }
-  }
-end
-```
-
-### Docker Compose Setup
-
-```yaml
-# docker-compose.yml
-version: '3.8'
-services:
-  ollama:
-    image: ollama/ollama
-    ports:
-      - "11434:11434"
-    volumes:
-      - ollama_data:/root/.ollama
-    deploy:
-      resources:
-        reservations:
-          devices:
-            - driver: nvidia
-              count: all
-              capabilities: [gpu]
-
-volumes:
-  ollama_data:
-```
-
-## Best Practices
-
-1. **Pre-pull models** - Download models before first use
-2. **Monitor memory usage** - Large models require significant RAM
-3. **Use appropriate models** - Balance size and capability
-4. **Keep models loaded** - Use keep_alive for frequently used models
-5. **Implement fallbacks** - Handle connection failures gracefully
-6. **Use quantization** - Reduce memory usage and increase speed
-7. **Test locally** - Ensure models work before deployment
-
-## Ollama-Specific Considerations
-
-### Privacy First
-
-```ruby
-class PrivacyFirstAgent < ApplicationAgent
-  generate_with :ollama, model: "llama3"
-  
-  def process_pii
-    @personal_data = params[:personal_data]
-    
-    # Data stays local - no external API calls
-    Rails.logger.info "Processing PII locally with Ollama"
-    
-    prompt instructions: "Process this data privately"
-  end
-end
-```
-
-### Model Management
-
-```ruby
-class ModelManager
-  def self.ensure_model(model_name)
-    models = list_models
-    unless models.include?(model_name)
-      pull_model(model_name)
-    end
-  end
-  
-  def self.list_models
-    response = HTTParty.get("http://localhost:11434/api/tags")
-    response["models"].map { |m| m["name"] }
-  end
-  
-  def self.pull_model(model_name)
-    system("ollama pull #{model_name}")
-  end
-  
-  def self.delete_model(model_name)
-    HTTParty.delete("http://localhost:11434/api/delete", 
-      body: { name: model_name }.to_json,
-      headers: { 'Content-Type' => 'application/json' }
-    )
-  end
-end
-```
-
-### Deployment Considerations
-
-```ruby
-# Ensure Ollama is available in production
-class ApplicationAgent < ActiveAgent::Base
-  before_action :ensure_ollama_available, if: :using_ollama?
-  
-  private
-  
-  def using_ollama?
-    generation_provider.is_a?(ActiveAgent::GenerationProvider::OllamaProvider)
-  end
-  
-  def ensure_ollama_available
-    HTTParty.get("#{ollama_host}/api/tags")
-  rescue => e
-    raise "Ollama is not available: #{e.message}"
-  end
-  
-  def ollama_host
-    Rails.configuration.active_agent.dig(:ollama, :host)
-  end
-end
-```
-
-## Related Documentation
-
-- [Embeddings Framework](/docs/framework/embeddings) - Complete guide to embeddings
-- [Generation Provider Overview](/docs/framework/generation-provider)
-- [OpenAI Provider](/docs/generation-providers/openai-provider) - Cloud-based alternative with more models
-- [Configuration Guide](/docs/getting-started#configuration)
-- [Ollama Documentation](https://ollama.ai/docs)
-- [Ollama Model Library](https://ollama.ai/library) - Available models including embedding models
-- [OpenRouter Provider](/docs/generation-providers/open-router-provider) - For cloud alternative
\ No newline at end of file
diff --git a/docs/docs/generation-providers/open-router-provider.md b/docs/docs/generation-providers/open-router-provider.md
deleted file mode 100644
index 87e726e8..00000000
--- a/docs/docs/generation-providers/open-router-provider.md
+++ /dev/null
@@ -1,278 +0,0 @@
-# OpenRouter Provider
-
-OpenRouter provides access to multiple AI models through a unified API, with advanced features like fallback models, multimodal support, and PDF processing.
-
-## Configuration
-
-Configure OpenRouter in your agent:
-
-<<< @/../test/dummy/app/agents/open_router_agent.rb#snippet{ruby:line-numbers}
-
-## Features
-
-### Structured Output Support
-
-OpenRouter supports structured output for compatible models (like OpenAI's GPT-4o and GPT-4o-mini), allowing you to receive responses in a predefined JSON schema format. This is particularly useful for data extraction tasks.
-
-#### Compatible Models
-
-Models that support both vision capabilities AND structured output:
-- `openai/gpt-4o`
-- `openai/gpt-4o-mini`
-- `openai/gpt-4-turbo` (structured output only, no vision)
-- `openai/gpt-3.5-turbo` variants (structured output only, no vision)
-
-#### Using Structured Output
-
-Define your schema and pass it to the `prompt` method:
-
-```ruby
-class OpenRouterAgent < ApplicationAgent
-  generate_with :open_router, model: "openai/gpt-4o-mini"
-
-  def analyze_image
-    @image_url = params[:image_url]
-
-    prompt(
-      message: build_image_message,
-      output_schema: image_analysis_schema
-    )
-  end
-
-  private
-
-  def image_analysis_schema
-    {
-      name: "image_analysis",
-      strict: true,
-      schema: {
-        type: "object",
-        properties: {
-          description: { type: "string" },
-          objects: {
-            type: "array",
-            items: {
-              type: "object",
-              properties: {
-                name: { type: "string" },
-                position: { type: "string" },
-                color: { type: "string" }
-              },
-              required: ["name", "position", "color"],
-              additionalProperties: false
-            }
-          },
-          scene_type: {
-            type: "string",
-            enum: ["indoor", "outdoor", "abstract", "document", "photo", "illustration"]
-          }
-        },
-        required: ["description", "objects", "scene_type"],
-        additionalProperties: false
-      }
-    }
-  end
-end
-```
-
-::: tip
-When using `strict: true` with OpenAI models, all properties defined in your schema must be included in the `required` array. This ensures deterministic responses.
-:::
-
-For more comprehensive structured output examples, including receipt data extraction and document parsing, see the [Data Extraction Agent documentation](/docs/agents/data-extraction-agent#structured-output).
-
-### Multimodal Support
-
-OpenRouter supports vision-capable models for image analysis:
-
-<<< @/../test/agents/open_router_integration_test.rb#36-62{ruby:line-numbers}
-
-::: details Image Analysis with Structured Output
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-analyzes-remote-image-URL-without-structured-output.md -->
-:::
-
-### Receipt Data Extraction with Structured Output
-
-Extract structured data from receipts and documents using OpenRouter's structured output capabilities. This example demonstrates how to parse receipt images and extract specific fields like merchant information, items, and totals.
-
-#### Test Implementation
-
-<<< @/../test/agents/open_router_integration_test.rb#receipt_extraction_test{ruby:line-numbers}
-
-#### Receipt Schema Definition
-
-<<< @/../test/dummy/app/agents/open_router_integration_agent.rb#receipt_schema{ruby:line-numbers}
-
-The receipt schema ensures consistent extraction of:
-- Merchant name and address
-- Individual line items with names and prices
-- Subtotal, tax, and total amounts
-- Currency information
-
-::: details Receipt Extraction Example Output
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-extracts-receipt-data-with-structured-output-from-local-file.md -->
-:::
-
-::: tip
-This example uses structured output to ensure the receipt data is returned in a consistent JSON format. For more examples of structured data extraction from various document types, see the [Data Extraction Agent documentation](/docs/agents/data-extraction-agent#structured-output).
-:::
-
-### PDF Processing
-
-OpenRouter supports PDF processing with various engines:
-
-<<< @/../test/agents/open_router_integration_test.rb#pdf_processing_local{ruby:line-numbers}
-
-::: details PDF Processing Example
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-processes-PDF-document-from-local-file.md -->
-:::
-
-#### PDF Processing Options
-
-OpenRouter offers multiple PDF processing engines:
-
-- **Native Engine**: Charged as input tokens, best for models with built-in PDF support
-- **Mistral OCR Engine**: $2 per 1000 pages, optimized for scanned documents
-- **No Plugin**: For models that have built-in PDF capabilities
-
-Example with OCR engine:
-
-<<< @/../test/agents/open_router_integration_test.rb#pdf_native_support{ruby:line-numbers}
-
-::: details OCR Processing Example
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-processes-scanned-PDF-with-OCR-engine.md -->
-:::
-
-### Fallback Models
-
-Configure fallback models for improved reliability:
-
-<<< @/../test/agents/open_router_integration_test.rb#340-361{ruby:line-numbers}
-
-::: details Fallback Model Example
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-uses-fallback-models-when-primary-fails.md -->
-:::
-
-### Content Transforms
-
-Apply transforms for handling long content:
-
-<<< @/../test/agents/open_router_integration_test.rb#363-380{ruby:line-numbers}
-
-::: details Transform Example
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-applies-transforms-for-long-content.md -->
-:::
-
-### Usage and Cost Tracking
-
-Track token usage and costs for OpenRouter requests:
-
-<<< @/../test/agents/open_router_integration_test.rb#382-420{ruby:line-numbers}
-
-::: details Usage Tracking Example
-<!-- @include: @/parts/examples/open-router-integration-test.rb-test-tracks-usage-and-costs.md -->
-:::
-
-## Provider Preferences
-
-Configure provider preferences for routing and data collection:
-
-<<< @/../test/agents/open_router_integration_test.rb#437-454{ruby:line-numbers}
-
-### Data Collection Policies
-
-OpenRouter supports configuring data collection policies to control which providers can collect and use your data for training. According to the [OpenRouter documentation](https://openrouter.ai/docs/features/provider-routing#requiring-providers-to-comply-with-data-policies), you can configure this in three ways:
-
-1. **Allow all providers** (default): All providers can collect data
-2. **Deny all providers**: No providers can collect data
-3. **Selective providers**: Only specified providers can collect data
-
-#### Configuration Examples
-
-<<< @/../test/agents/open_router_integration_test.rb#456-479{ruby:line-numbers}
-
-#### Real-World Example: Privacy-Focused Agent
-
-Here's a complete example of an agent configured to handle sensitive data with strict privacy controls:
-
-<<< @/../test/dummy/app/agents/privacy_focused_agent.rb#privacy_agent_config{ruby:line-numbers}
-
-Processing sensitive financial data:
-
-<<< @/../test/dummy/app/agents/privacy_focused_agent.rb#process_financial_data{ruby:line-numbers}
-
-Selective provider data collection for medical records:
-
-<<< @/../test/dummy/app/agents/privacy_focused_agent.rb#process_medical_records{ruby:line-numbers}
-
-You can configure data collection at multiple levels:
-
-```ruby
-# In config/active_agent.yml
-development:
-  open_router:
-    api_key: <%= Rails.application.credentials.dig(:open_router, :api_key) %>
-    model: openai/gpt-4o
-    data_collection: deny  # Deny all providers from collecting data
-    require_parameters: true  # Require model providers to support all specified parameters
-
-# Or allow specific providers only
-production:
-  open_router:
-    api_key: <%= Rails.application.credentials.dig(:open_router, :api_key) %>
-    model: openai/gpt-4o
-    data_collection: ["OpenAI", "Google"]  # Only these providers can collect data
-    require_parameters: false  # Allow fallback to providers that don't support all parameters
-
-# In your agent configuration
-class PrivacyFocusedAgent < ApplicationAgent
-  generate_with :open_router,
-    model: "openai/gpt-4o",
-    data_collection: "deny",  # Override for this specific agent
-    require_parameters: true  # Ensure all parameters are supported
-end
-```
-
-::: warning Privacy Considerations
-When handling sensitive data, consider setting `data_collection: "deny"` to ensure your data is not used for model training. This is especially important for:
-- Personal information
-- Proprietary business data
-- Medical or financial records
-- Confidential communications
-:::
-
-::: tip
-The `data_collection` parameter respects OpenRouter's provider compliance requirements. Providers that don't comply with your data collection policy will be automatically excluded from the routing pool.
-:::
-
-## Headers and Site Configuration
-
-OpenRouter supports custom headers for tracking and attribution:
-
-<<< @/../test/agents/open_router_integration_test.rb#420-432{ruby:line-numbers}
-
-## Model Capabilities Detection
-
-The provider automatically detects model capabilities:
-
-<<< @/../test/agents/open_router_integration_test.rb#16-33{ruby:line-numbers}
-
-## Important Notes
-
-### Model Compatibility
-
-When using OpenRouter's advanced features, ensure your chosen model supports the required capabilities:
-
-- **Structured Output**: Requires models like `openai/gpt-4o`, `openai/gpt-4o-mini`, or other OpenAI models with structured output support
-- **Vision/Image Analysis**: Requires vision-capable models like GPT-4o, Claude 3, or Gemini Pro Vision
-- **PDF Processing**: May require specific plugins or engines depending on the model and document type
-
-For tasks requiring both vision and structured output (like receipt extraction), use models that support both capabilities, such as:
-- `openai/gpt-4o`
-- `openai/gpt-4o-mini`
-
-## See Also
-
-- [Data Extraction Agent](/docs/agents/data-extraction-agent) - Comprehensive examples of structured data extraction
-- [Generation Provider Overview](/docs/framework/generation-provider) - Understanding provider architecture
-- [OpenRouter API Documentation](https://openrouter.ai/docs) - Official OpenRouter documentation
diff --git a/docs/docs/generation-providers/openai-provider.md b/docs/docs/generation-providers/openai-provider.md
deleted file mode 100644
index b7a19d19..00000000
--- a/docs/docs/generation-providers/openai-provider.md
+++ /dev/null
@@ -1,473 +0,0 @@
-# OpenAI Provider
-
-The OpenAI provider enables integration with OpenAI's GPT models including GPT-4, GPT-4 Turbo, and GPT-3.5 Turbo. It supports advanced features like function calling, streaming responses, and structured outputs.
-
-## Configuration
-
-### Basic Setup
-
-Configure OpenAI in your agent:
-
-<<< @/../test/dummy/app/agents/open_ai_agent.rb#snippet{ruby:line-numbers}
-
-### Configuration File
-
-Set up OpenAI credentials in `config/active_agent.yml`:
-
-::: code-group
-
-<<< @/../test/dummy/config/active_agent.yml#openai_anchor{yaml:line-numbers}
-
-<<< @/../test/dummy/config/active_agent.yml#openai_dev_config{yaml:line-numbers}
-
-:::
-
-### Environment Variables
-
-Alternatively, use environment variables:
-
-```bash
-OPENAI_ACCESS_TOKEN=your-api-key
-OPENAI_ORGANIZATION_ID=your-org-id  # Optional
-```
-
-## Supported Models
-
-### Chat Completions API Models
-- **GPT-4o** - Most capable model with vision capabilities
-- **GPT-4o-mini** - Smaller, faster version of GPT-4o
-- **GPT-4o-search-preview** - GPT-4o with built-in web search
-- **GPT-4o-mini-search-preview** - GPT-4o-mini with built-in web search
-- **GPT-4 Turbo** - Latest GPT-4 with 128k context
-- **GPT-4** - Original GPT-4 model
-- **GPT-3.5 Turbo** - Fast and cost-effective
-
-### Responses API Models
-- **GPT-5** - Advanced model with support for all built-in tools
-- **GPT-4.1** - Enhanced GPT-4 with tool support
-- **GPT-4.1-mini** - Efficient version with tool support
-- **o3** - Reasoning model with advanced capabilities
-- **o4-mini** - Compact reasoning model
-
-Note: Built-in tools like MCP and image generation require the Responses API and compatible models.
-
-## Features
-
-### Function Calling
-
-OpenAI supports native function calling with automatic tool execution:
-
-```ruby
-class DataAnalysisAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-4o"
-  
-  def analyze_data
-    @data = params[:data]
-    prompt  # Will include all public methods as available tools
-  end
-  
-  def calculate_average(numbers:)
-    numbers.sum.to_f / numbers.size
-  end
-  
-  def fetch_external_data(endpoint:)
-    # Tool that OpenAI can call
-    HTTParty.get(endpoint)
-  end
-end
-```
-
-### Streaming Responses
-
-Enable real-time streaming for better user experience:
-
-```ruby
-class StreamingAgent < ApplicationAgent
-  generate_with :openai, stream: true
-  
-  on_message_chunk do |chunk|
-    # Handle streaming chunks
-    broadcast_to_user(chunk)
-  end
-  
-  def chat
-    prompt(message: params[:message])
-  end
-end
-```
-
-### Vision Capabilities
-
-GPT-4o models support image analysis:
-
-```ruby
-class VisionAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-4o"
-  
-  def analyze_image
-    @image_url = params[:image_url]
-    prompt content_type: :text
-  end
-end
-
-# In your view (analyze_image.text.erb):
-# Analyze this image: <%= @image_url %>
-```
-
-### Structured Output
-
-OpenAI provides native structured output support, ensuring responses conform to specified JSON schemas. This feature is available with GPT-4o, GPT-4o-mini, and GPT-3.5-turbo models.
-
-#### Supported Models
-
-Models with full structured output support:
-- **GPT-4o** - Vision + structured output
-- **GPT-4o-mini** - Vision + structured output  
-- **GPT-4-turbo** - Structured output only (no vision)
-- **GPT-3.5-turbo** - Structured output only
-
-#### Basic Usage
-
-Enable JSON mode with a schema:
-
-```ruby
-class StructuredAgent < ApplicationAgent
-  generate_with :openai, 
-    model: "gpt-4o",
-    response_format: { type: "json_object" }
-  
-  def extract_entities
-    @text = params[:text]
-    prompt(
-      output_schema: :entity_extraction,
-      instructions: "Extract entities and return as JSON"
-    )
-  end
-end
-```
-
-#### With Schema Generator
-
-Use ActiveAgent's schema generator for automatic schema creation:
-
-<<< @/../test/integration/structured_output_json_parsing_test.rb#34-70{ruby:line-numbers}
-
-#### Strict Mode
-
-OpenAI supports strict schema validation to guarantee output format:
-
-```ruby
-schema = {
-  name: "user_data",
-  strict: true,
-  schema: {
-    type: "object",
-    properties: {
-      name: { type: "string" },
-      age: { type: "integer" },
-      email: { type: "string", format: "email" }
-    },
-    required: ["name", "age", "email"],
-    additionalProperties: false
-  }
-}
-
-response = agent.prompt(
-  message: "Extract user information",
-  output_schema: schema
-).generate_now
-```
-
-#### Response Handling
-
-Structured output responses are automatically parsed:
-
-```ruby
-response = OpenAIAgent.with(
-  message: "Extract data from: John Doe, 30, john@example.com"
-).extract_with_schema.generate_now
-
-# Automatic JSON parsing
-response.message.content_type # => "application/json"
-response.message.content # => {"name" => "John Doe", "age" => 30, "email" => "john@example.com"}
-response.message.raw_content # => '{"name":"John Doe","age":30,"email":"john@example.com"}'
-```
-
-#### Best Practices
-
-1. **Use strict mode** for production applications requiring guaranteed format
-2. **Leverage model schemas** from ActiveRecord/ActiveModel for consistency
-3. **Test with VCR** to ensure schemas work with actual API responses
-4. **Handle edge cases** like empty or invalid inputs gracefully
-
-#### Limitations
-
-- Maximum schema complexity varies by model
-- Very large schemas may impact token limits
-- Not all JSON Schema features are supported (check OpenAI docs for specifics)
-
-See the [Structured Output guide](/docs/active-agent/structured-output) for comprehensive documentation and examples.
-
-### Built-in Tools (Responses API)
-
-OpenAI's Responses API provides powerful built-in tools for web search, image generation, and MCP integration:
-
-#### Web Search
-
-Enable web search capabilities using the `web_search_preview` tool:
-
-<<< @/../test/dummy/app/agents/web_search_agent.rb#17-36{ruby:line-numbers}
-
-For Chat Completions API with specific models, use `web_search_options`:
-
-<<< @/../test/dummy/app/agents/web_search_agent.rb#52-72{ruby:line-numbers}
-
-#### Image Generation
-
-Generate and edit images using the `image_generation` tool:
-
-<<< @/../test/dummy/app/agents/multimodal_agent.rb#6-26{ruby:line-numbers}
-
-#### MCP (Model Context Protocol) Integration
-
-Connect to external services and MCP servers:
-
-<<< @/../test/dummy/app/agents/mcp_integration_agent.rb#6-29{ruby:line-numbers}
-
-Connect to custom MCP servers:
-
-<<< @/../test/dummy/app/agents/mcp_integration_agent.rb#31-50{ruby:line-numbers}
-
-Available MCP Connectors:
-- **Dropbox** - `connector_dropbox`
-- **Gmail** - `connector_gmail`
-- **Google Calendar** - `connector_googlecalendar`
-- **Google Drive** - `connector_googledrive`
-- **Microsoft Teams** - `connector_microsoftteams`
-- **Outlook Calendar** - `connector_outlookcalendar`
-- **Outlook Email** - `connector_outlookemail`
-- **SharePoint** - `connector_sharepoint`
-- **GitHub** - Use server URL: `https://api.githubcopilot.com/mcp/`
-
-#### Combining Multiple Tools
-
-Use multiple built-in tools together:
-
-<<< @/../test/dummy/app/agents/multimodal_agent.rb#28-49{ruby:line-numbers}
-
-### Using Concerns for Shared Tools
-
-Create reusable tool configurations with concerns:
-
-<<< @/../test/dummy/app/agents/concerns/research_tools.rb#1-61{ruby:line-numbers}
-
-Use the concern in your agents:
-
-<<< @/../test/dummy/app/agents/research_agent.rb#1-14{ruby:line-numbers}
-
-### Tool Configuration Example
-
-Here's how built-in tools are configured in the prompt options:
-
-<<< @/../test/agents/builtin_tools_doc_test.rb#tool_configuration_example{ruby:line-numbers}
-
-::: details Configuration Output
-<!-- @include: @/parts/examples/builtin-tools-doc-test.rb-test-tool-configuration-in-prompt-options.md -->
-### Embeddings
-
-Generate high-quality text embeddings using OpenAI's embedding models. See the [Embeddings Framework Documentation](/docs/framework/embeddings) for comprehensive coverage.
-
-#### Basic Embedding Generation
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_openai_model_config{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test-test-uses-configured-openai-embedding-model.md -->
-:::
-
-#### Available Embedding Models
-
-- **text-embedding-3-large** - Highest quality (3072 dimensions, configurable down to 256)
-- **text-embedding-3-small** - Balanced performance (1536 dimensions, configurable)
-- **text-embedding-ada-002** - Legacy model (1536 dimensions, fixed)
-
-For detailed model comparisons and benchmarks, see [OpenAI's Embeddings Documentation](https://platform.openai.com/docs/guides/embeddings).
-
-#### Similarity Search Example
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_similarity_search{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test-test-performs-similarity-search-with-embeddings.md -->
-:::
-
-For more advanced embedding patterns, see the [Embeddings Documentation](/docs/framework/embeddings).
-
-#### Dimension Configuration
-
-OpenAI's text-embedding-3 models support configurable dimensions:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_dimension_test{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test-test-verifies-embedding-dimensions-for-different-models.md -->
-:::
-
-::: tip Dimension Reduction
-OpenAI's text-embedding-3-large and text-embedding-3-small models support native dimension reduction by specifying a `dimensions` parameter. This can significantly reduce storage costs while maintaining good performance.
-:::
-
-#### Batch Processing
-
-Efficiently process multiple embeddings:
-
-<<< @/../test/agents/embedding_agent_test.rb#embedding_batch_processing{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/embedding-agent-test-test-batch-processes-multiple-embeddings.md -->
-:::
-
-#### Cost Optimization for Embeddings
-
-Choose the right model based on your needs:
-
-| Model | Dimensions | Cost per 1M tokens | Best for |
-|-------|------------|-------------------|----------|
-| text-embedding-3-large | 3072 (configurable) | $0.13 | Highest quality, semantic search |
-| text-embedding-3-small | 1536 (configurable) | $0.02 | Good balance, most applications |
-| text-embedding-ada-002 | 1536 | $0.10 | Legacy support |
-
-::: tip Cost Savings
-- Use text-embedding-3-small for most applications (85% cheaper than large)
-- Cache embeddings aggressively - they don't change for the same input
-- Consider dimension reduction for large-scale applications
-:::
-
-## Provider-Specific Parameters
-
-### Model Parameters
-
-- **`model`** - Model identifier (e.g., "gpt-4o", "gpt-3.5-turbo")
-- **`embedding_model`** - Embedding model (e.g., "text-embedding-3-large")
-- **`dimensions`** - Reduced dimensions for embeddings (for 3-large and 3-small models)
-- **`temperature`** - Controls randomness (0.0 to 2.0)
-- **`max_tokens`** - Maximum tokens in response
-- **`top_p`** - Nucleus sampling parameter
-- **`frequency_penalty`** - Penalize frequent tokens (-2.0 to 2.0)
-- **`presence_penalty`** - Penalize new topics (-2.0 to 2.0)
-- **`seed`** - For deterministic outputs
-- **`response_format`** - Output format ({ type: "json_object" } or { type: "text" })
-
-### Organization Settings
-
-- **`organization_id`** - OpenAI organization ID
-- **`project_id`** - OpenAI project ID for usage tracking
-
-### Advanced Options
-
-- **`stream`** - Enable streaming responses (true/false)
-- **`tools`** - Array of built-in tools for Responses API (web_search_preview, image_generation, mcp)
-- **`tool_choice`** - Control tool usage ("auto", "required", "none", or specific tool)
-- **`parallel_tool_calls`** - Allow parallel tool execution (true/false)
-- **`use_responses_api`** - Force use of Responses API (true/false)
-- **`web_search`** - Web search configuration for Chat API with search-preview models
-- **`web_search_options`** - Alternative parameter name for web search in Chat API
-
-## Azure OpenAI
-
-For Azure OpenAI Service, configure a custom host:
-
-```ruby
-class AzureAgent < ApplicationAgent
-  generate_with :openai,
-    access_token: Rails.application.credentials.dig(:azure, :api_key),
-    host: "https://your-resource.openai.azure.com",
-    api_version: "2024-02-01",
-    model: "your-deployment-name"
-end
-```
-
-## Error Handling
-
-Handle OpenAI-specific errors:
-
-```ruby
-class RobustAgent < ApplicationAgent
-  generate_with :openai,
-    max_retries: 3,
-    request_timeout: 30
-  
-  rescue_from OpenAI::RateLimitError do |error|
-    Rails.logger.error "Rate limit hit: #{error.message}"
-    retry_with_backoff
-  end
-  
-  rescue_from OpenAI::APIError do |error|
-    Rails.logger.error "OpenAI API error: #{error.message}"
-    fallback_response
-  end
-end
-```
-
-## Testing
-
-Use VCR for consistent tests:
-
-<<< @/../test/agents/open_ai_agent_test.rb#4-15{ruby:line-numbers}
-
-## Cost Optimization
-
-### Use Appropriate Models
-
-- Use GPT-3.5 Turbo for simple tasks
-- Reserve GPT-4o for complex reasoning
-- Consider GPT-4o-mini for a balance
-
-### Optimize Token Usage
-
-```ruby
-class EfficientAgent < ApplicationAgent
-  generate_with :openai,
-    model: "gpt-3.5-turbo",
-    max_tokens: 500,  # Limit response length
-    temperature: 0.3  # More focused responses
-  
-  def summarize
-    @content = params[:content]
-    # Truncate input if needed
-    @content = @content.truncate(3000) if @content.length > 3000
-    prompt
-  end
-end
-```
-
-### Cache Responses
-
-```ruby
-class CachedAgent < ApplicationAgent
-  generate_with :openai
-  
-  def answer_faq
-    question = params[:question]
-    
-    Rails.cache.fetch("faq/#{question.parameterize}", expires_in: 1.day) do
-      prompt(message: question).generate_now
-    end
-  end
-end
-```
-
-## Best Practices
-
-1. **Set appropriate temperature** - Lower for factual tasks, higher for creative
-2. **Use system messages effectively** - Provide clear instructions
-3. **Implement retry logic** - Handle transient failures
-4. **Monitor usage** - Track token consumption and costs
-5. **Use the latest models** - They're often more capable and cost-effective
-6. **Validate outputs** - Especially for critical applications
-
-## Related Documentation
-
-- [Generation Provider Overview](/docs/framework/generation-provider)
-- [Configuration Guide](/docs/getting-started#configuration)
-- [OpenAI API Documentation](https://platform.openai.com/docs)
\ No newline at end of file
diff --git a/docs/docs/getting-started.md b/docs/docs/getting-started.md
deleted file mode 100644
index 841bb44f..00000000
--- a/docs/docs/getting-started.md
+++ /dev/null
@@ -1,110 +0,0 @@
----
-title: Getting Started
----
-# {{ $frontmatter.title }}
-
-This guide will help you set up and create your first ActiveAgent application.
-
-## Installation
-
-Use bundler to add activeagent to your Gemfile and install:
-
-```bash
-bundle add activeagent
-```
-
-Add the generation provider gem you want to use:
-
-::: code-group
-
-```bash [OpenAI]
-bundle add ruby-openai
-```
-
-```bash [Anthropic]
-bundle add ruby-anthropic
-```
-
-```bash [Ollama]
-# Ollama follows the same API spec as OpenAI, so you can use the same gem.
-bundle add ruby-openai
-```
-
-```bash [OpenRouter]
-bundle add ruby-openai
-# OpenRouter follows the same API spec as OpenAI, so you can use the same gem.
-```
-
-:::
-
-Then install the gems by running:
-
-```bash
-bundle install
-```
-### Active Agent install generator
-To set up Active Agent in your Rails application, you can use the install generator. This will create the necessary configuration files and directories for Active Agent.
-
-```bash
-rails generate active_agent:install
-```
-This command will create the following files and directories:
-- `config/active_agent.yml`: The configuration file for Active Agent, where you can specify your generation providers and their settings.
-- `app/agents`: The directory where your agent classes will be stored.
-- `app/views/layouts/agent.text.erb`: The layout file for your agent prompt/view templates.
-- `app/views/agent_*`: The directory where your agent prompt/view templates will be stored.
-
-## Usage
-Active Agent is designed to work seamlessly with Rails applications. It can be easily integrated into your existing Rails app without any additional configuration. The framework automatically detects the Rails environment and configures itself accordingly.
-
-You can start by defining an `ApplicationAgent` class that inherits from `ActiveAgent::Base`. This class will define the actions and behaviors of your application's base agent. You can then use the `generate_with` method to specify the generation provider for your agent.
-
-<<< @/../test/dummy/app/agents/application_agent.rb {ruby}
-
-This sets up the `ApplicationAgent` to use OpenAI as the generation provider. You can replace `:openai` with any other supported provider, such as `:anthropic`, `:google`, or `:ollama`. [Learn more about generation providers and their configuration →](/docs/framework/generation-provider)
-
-Now, you can interact with your application agent using the default `prompt_context` method. This method allows you to provide a context for the agent to generate a response based on the defined actions and behaviors:
-
-<<< @/../test/agents/application_agent_test.rb#application_agent_prompt_context_message_generation{ruby:line-numbers}
-
-::: details Response Example
-<!-- @include: @/parts/examples/application-agent-test.rb-test-it-renders-a-prompt-with-an-plain-text-message-and-generates-a-response.md -->
-:::
-
-This code parameterizes the `ApplicationAgent` `with` a set of `params`.
-
-## Configuration
-### Generation Provider Configuration
-Active Agent supports multiple generation providers, including OpenAI, Anthropic, and Ollama. You can configure these providers in your Rails application using the `config/active_agent.yml` file. This file allows you to specify the API keys, models, and other settings for each provider. This is similar to Active Storage service configurations.
-
-<<< @/../test/dummy/config/active_agent.yml{yaml:line-numbers}
-
-### Configuring custom hosts
-You can also set the host and port for the generation provider if needed. For example, if you are using a local instance of Ollama or a cloud provider's hosted instance of OpenAI, you can set the host in your configuration file as shown in the example above.
-
-## Your First Agent
-You can generate your first agent using the Rails generator. This will create a new agent class in the `app/agents` directory. It will also create a corresponding view template for the agent's actions as well as an Application Agent if you don't already have one. 
-
-```bash
-$ rails generate active_agent:agent TravelAgent search book confirm
-```
-The `ApplicationAgent` is the base class for all agents in your application, similar to how ApplicationController is the base class for all controllers.
-
-The generator will create:
-- An agent class with the specified actions (`search`, `book`, and `confirm`)
-- View templates for each action in `app/views/travel_agent/`
-- An `ApplicationAgent` base class if one doesn't exist
-
-<<< @/../test/dummy/app/agents/travel_agent.rb {ruby}
-
-Agent action methods are used for building Prompt context objects with Message content from rendered Action Views.
-
-## Action Prompts
-
-Each action is defined as a public instance method that can call `prompt` to build context objects that are used to generate responses. [Learn more about Action Prompts and how they work →](/docs/action-prompt/prompts)
-
-### Instruction messages
-### Prompt messages The views define:
-- **JSON views**: [Tool schemas for function calling](/docs/action-prompt/tools) or [output schemas for structured responses](/docs/active-agent/structured-output)
-- **HTML views**: Web-friendly formatted responses  
-- **Text views**: Plain text responses
diff --git a/docs/examples/browser-use-agent.md b/docs/examples/browser-use-agent.md
new file mode 100644
index 00000000..169d6a9c
--- /dev/null
+++ b/docs/examples/browser-use-agent.md
@@ -0,0 +1,589 @@
+---
+title: Browser Use Agent
+---
+# {{ $frontmatter.title }}
+
+Active Agent provides browser automation capabilities through the Browser Use Agent (similar to Anthropic's Computer Use), which can navigate web pages, interact with elements, extract content, and take screenshots using Cuprite/Chrome.
+
+## Overview
+
+The Browser Use Agent demonstrates how ActiveAgent can integrate with external tools like headless browsers to create powerful automation workflows. Following the naming convention of tools like Anthropic's Computer Use, it provides AI-driven browser control using familiar Rails patterns.
+
+## Features
+
+- **Navigate to URLs** - Direct browser navigation to any website
+- **Click elements** - Click buttons, links, or any element using CSS selectors or text
+- **Extract content** - Extract text from specific elements or entire pages
+- **Take screenshots** - Capture full page or specific areas with HD resolution (1920x1080)
+- **Fill forms** - Interact with form fields programmatically
+- **Extract links** - Gather links from pages with optional preview screenshots
+- **Smart content detection** - Automatically detect and focus on main content areas
+
+## Setup
+
+Generate a browser use agent:
+
+```bash
+rails generate active_agent:agent browser_use navigate click extract_text screenshot
+```
+
+## Agent Implementation
+
+::: code-group
+
+```ruby [browser_agent.rb]
+require "capybara"
+require "capybara/cuprite"
+
+class BrowserAgent < ApplicationAgent
+  # Configure AI provider for intelligent automation
+  generate_with :openai, model: "gpt-4o-mini"
+
+  class_attribute :browser_session, default: nil
+
+  # Navigate to a URL
+  def navigate
+    setup_browser_if_needed
+    @url = params[:url]
+
+    begin
+      self.class.browser_session.visit(@url)
+      @status = 200
+      @current_url = self.class.browser_session.current_url
+      @title = self.class.browser_session.title
+    rescue => e
+      @status = 500
+      @error = e.message
+    end
+
+    prompt
+  end
+
+  # Click on an element
+  def click
+    setup_browser_if_needed
+    @selector = params[:selector]
+    @text = params[:text]
+
+    begin
+      if @text
+        self.class.browser_session.click_on(@text)
+      elsif @selector
+        self.class.browser_session.find(@selector).click
+      end
+      @success = true
+      @current_url = self.class.browser_session.current_url
+    rescue => e
+      @success = false
+      @error = e.message
+    end
+
+    prompt
+  end
+
+  # Extract text from the page
+  def extract_text
+    setup_browser_if_needed
+    @selector = params[:selector] || "body"
+
+    begin
+      element = self.class.browser_session.find(@selector)
+      @text = element.text
+      @success = true
+    rescue => e
+      @success = false
+      @error = e.message
+    end
+
+    prompt
+  end
+
+  # Take a screenshot of the current page
+  def screenshot
+    setup_browser_if_needed
+    @filename = params[:filename] || "screenshot_#{Time.now.to_i}.png"
+    @main_content_only = params[:main_content_only] != false # Default to true
+
+    screenshot_dir = Rails.root.join("tmp", "screenshots")
+    FileUtils.mkdir_p(screenshot_dir)
+    @path = screenshot_dir.join(@filename)
+
+    begin
+      options = { path: @path }
+
+      # Auto-detect and crop to main content if enabled
+      if @main_content_only && !params[:selector] && !params[:area]
+        main_area = detect_main_content_area
+        options[:area] = main_area if main_area
+      end
+
+      self.class.browser_session.save_screenshot(**options)
+      @success = true
+      @filepath = @path.to_s
+    rescue => e
+      @success = false
+      @error = e.message
+    end
+
+    prompt
+  end
+
+  # Extract main content from the page
+  def extract_main_content
+    setup_browser_if_needed
+
+    begin
+      content_selectors = [
+        "#mw-content-text", # Wikipedia
+        "main", "article", "[role='main']",
+        ".content", "#content"
+      ]
+
+      @content = nil
+      content_selectors.each do |selector|
+        if self.class.browser_session.has_css?(selector)
+          @content = self.class.browser_session.find(selector).text
+          @selector_used = selector
+          break
+        end
+      end
+
+      @content ||= self.class.browser_session.find("body").text
+      @success = true
+    rescue => e
+      @success = false
+      @error = e.message
+    end
+
+    prompt
+  end
+
+  private
+
+  def setup_browser_if_needed
+    return if self.class.browser_session
+
+    unless Capybara.drivers[:cuprite_agent]
+      Capybara.register_driver :cuprite_agent do |app|
+        Capybara::Cuprite::Driver.new(
+          app,
+          window_size: [1920, 1080],
+          browser_options: {
+            "no-sandbox": nil,
+            "disable-gpu": nil,
+            "disable-dev-shm-usage": nil
+          },
+          inspector: false,
+          headless: true
+        )
+      end
+    end
+
+    self.class.browser_session = Capybara::Session.new(:cuprite_agent)
+  end
+
+  def detect_main_content_area
+    main_selectors = [
+      "main", "[role='main']", "#main-content",
+      "#content", "article", "#mw-content-text"
+    ]
+
+    main_selectors.each do |selector|
+      if self.class.browser_session.has_css?(selector, wait: 0)
+        begin
+          rect = self.class.browser_session.evaluate_script(<<-JS)
+            (function() {
+              var elem = document.querySelector('#{selector}');
+              if (!elem) return null;
+              var rect = elem.getBoundingClientRect();
+              return {
+                x: Math.round(rect.left + window.scrollX),
+                y: Math.round(rect.top + window.scrollY),
+                width: Math.round(rect.width),
+                height: Math.round(rect.height)
+              };
+            })()
+          JS
+
+          if rect && rect["width"] > 0 && rect["height"] > 0
+            start_y = (rect["y"] < 100) ? 150 : rect["y"]
+            return { x: 0, y: start_y, width: 1920, height: 1080 - start_y }
+          end
+        rescue => e
+          # Continue to next selector
+        end
+      end
+    end
+
+    # Default: skip header area
+    { x: 0, y: 150, width: 1920, height: 930 }
+  end
+end
+```
+
+```erb [instructions.text.erb]
+You are a browser automation agent that can navigate web pages and interact with web elements using Cuprite/Chrome.
+
+You have access to the following browser actions:
+<% controller.action_schemas.each do |schema| %>
+- <%= schema["name"] %>: <%= schema["description"] %>
+<% end %>
+
+<% if params[:url].present? %>
+Starting URL: <%= params[:url] %>
+You should navigate to this URL first to begin your research.
+<% end %>
+
+Use these tools to help users automate web browsing tasks, extract information from websites, and perform user interactions.
+
+When researching a topic:
+1. Navigate to the provided URL or search for relevant pages
+2. Extract the main content to understand the topic
+3. Use the click action with specific text to navigate to related pages
+4. Use go_back to return to previous pages when needed
+5. Provide a comprehensive summary with reference URLs
+
+Screenshot tips (browser is 1920x1080 HD resolution):
+- Default screenshots automatically try to crop to main content
+- For Wikipedia: { "x": 0, "y": 200, "width": 1920, "height": 880 }
+- For specific elements, use the selector parameter
+```
+
+```ruby [screenshot.json.jbuilder]
+json.name action_name
+json.description "Take a screenshot of the current page"
+json.parameters do
+  json.type "object"
+  json.properties do
+    json.filename do
+      json.type "string"
+      json.description "Name for the screenshot file"
+    end
+    json.full_page do
+      json.type "boolean"
+      json.description "Whether to capture the full page"
+    end
+    json.main_content_only do
+      json.type "boolean"
+      json.description "Auto-detect and crop to main content (default: true)"
+    end
+    json.selector do
+      json.type "string"
+      json.description "CSS selector for specific element"
+    end
+    json.area do
+      json.type "object"
+      json.description "Specific area to capture"
+      json.properties do
+        json.x { json.type "integer" }
+        json.y { json.type "integer" }
+        json.width { json.type "integer" }
+        json.height { json.type "integer" }
+      end
+    end
+  end
+end
+```
+
+:::
+
+## Basic Navigation Example
+
+The browser use agent can navigate to URLs and interact with pages using AI:
+
+```ruby
+response = BrowserAgent.prompt(
+  message: "Navigate to https://www.example.com and tell me what you see"
+).generate_now
+
+assert response.message.content.present?
+```
+
+::: details Navigation Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-navigates-to-a-url-using-prompt-context.md -->
+:::
+
+## AI-Driven Browser Control
+
+The browser use agent can use AI to determine which actions to take:
+
+```ruby
+response = BrowserAgent.prompt(
+  message: "Go to https://www.example.com and extract the main heading"
+).generate_now
+
+# Check that AI used the tools
+assert response.prompt.messages.any? { |m| m.role == :tool }
+assert response.message.content.present?
+```
+
+::: details AI Browser Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-uses-actions-as-tools-with-ai.md -->
+:::
+
+## Direct Action Usage
+
+You can also call browser actions directly without AI:
+
+```ruby
+# Call navigate action directly (synchronous execution)
+navigate_response = BrowserAgent.with(
+  url: "https://www.example.com"
+).navigate
+
+# The action returns a Generation object
+assert_kind_of ActiveAgent::Generation, navigate_response
+
+# Execute the generation
+result = navigate_response.generate_now
+
+assert result.message.content.include?("navigated")
+```
+
+::: details Direct Action Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-can-be-used-directly-without-ai.md -->
+:::
+
+## Wikipedia Research Example
+
+The browser use agent excels at research tasks, navigating between pages and gathering information:
+
+```ruby
+response = BrowserAgent.prompt(
+  message: "Research the Apollo 11 moon landing mission. Start at the main Wikipedia article, then:
+            1) Extract the main content to get an overview
+            2) Find and follow links to learn about the crew members
+            3) Take screenshots of important pages
+            4) Extract key dates and mission objectives
+            Please provide a comprehensive summary.",
+  url: "https://en.wikipedia.org/wiki/Apollo_11"
+).generate_now
+
+# The agent should navigate to Wikipedia and gather information
+assert response.message.content.present?
+assert response.message.content.downcase.include?("apollo") ||
+  response.message.content.downcase.include?("moon")
+
+# Check that multiple tools were used
+tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+assert tool_messages.any?, "Should have used tools"
+```
+
+::: details Wikipedia Research Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-researches-a-topic-on-wikipedia.md -->
+:::
+
+## Area Screenshot Example
+
+Take screenshots of specific page regions:
+
+```ruby
+response = BrowserAgent.prompt(
+  message: "Navigate to https://www.example.com and take a screenshot of just the header area (top 200 pixels)"
+).generate_now
+
+assert response.message.content.present?
+
+# Check that screenshot tool was used
+tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+assert tool_messages.any? { |m| m.content.include?("screenshot") }
+```
+
+::: details Area Screenshot Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-takes-area-screenshot.md -->
+:::
+
+## Main Content Auto-Cropping
+
+The browser use agent can automatically detect and crop to main content areas:
+
+```ruby
+response = BrowserAgent.prompt(
+  message: "Navigate to Wikipedia's Apollo 11 page and take a screenshot of the main content (should automatically exclude navigation/header)"
+).generate_now
+
+assert response.message.content.present?
+
+# Check that screenshot was taken
+tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+assert tool_messages.any? { |m| m.content.include?("screenshot") }
+```
+
+::: details Main Content Crop Response Example
+<!-- @include: @/parts/examples/browser-agent-test.rb-test-browser-agent-auto-crops-main-content.md -->
+:::
+
+## Screenshot Capabilities
+
+The screenshot action provides multiple options for capturing page content:
+
+### Full Page Screenshot
+```ruby
+BrowserAgent.with(
+  url: "https://example.com"
+).navigate.generate_now
+
+BrowserAgent.new.screenshot(
+  filename: "full_page.png",
+  full_page: true
+)
+```
+
+### Area Screenshot
+```ruby
+BrowserAgent.new.screenshot(
+  filename: "header.png",
+  area: { x: 0, y: 0, width: 1920, height: 200 }
+)
+```
+
+### Element Screenshot
+```ruby
+BrowserAgent.new.screenshot(
+  filename: "content.png",
+  selector: "#main-content"
+)
+```
+
+### Auto-Crop to Main Content
+```ruby
+BrowserAgent.new.screenshot(
+  filename: "main.png",
+  main_content_only: true  # Default behavior
+)
+```
+
+## Browser Configuration
+
+The browser runs in HD resolution (1920x1080) with headless Chrome:
+
+```ruby
+def setup_browser_if_needed
+  Capybara.register_driver :cuprite_agent do |app|
+    Capybara::Cuprite::Driver.new(
+      app,
+      window_size: [1920, 1080], # HD resolution
+      browser_options: {
+        "no-sandbox": nil,
+        "disable-gpu": nil,
+        "disable-dev-shm-usage": nil
+      },
+      inspector: false,
+      headless: true
+    )
+  end
+end
+```
+
+## Smart Content Detection
+
+The browser use agent includes intelligent content detection that:
+- Identifies main content areas using common selectors
+- Skips headers and navigation automatically
+- Adjusts cropping based on page structure
+- Falls back to sensible defaults
+
+Common selectors checked:
+- `main`, `[role='main']`
+- `#main-content`, `#content`
+- `article`
+- `#mw-content-text` (Wikipedia)
+- `.container` (Bootstrap)
+
+## Tips for Effective Use
+
+### Navigation Best Practices
+- Use `click` with text parameter for specific links
+- Extract main content before navigating away
+- Use `go_back` to return to previous pages
+- Take screenshots of important pages
+
+### Wikipedia Research
+- Use selector `#mw-content-text` for article content
+- Click directly on relevant links rather than extracting all links
+- Take screenshots with `main_content_only: true` to exclude navigation
+
+### Screenshot Optimization
+- Default `main_content_only: true` crops out headers automatically
+- Use area parameter for specific regions: `{ x: 0, y: 150, width: 1920, height: 930 }`
+- For Wikipedia, consider `y: 200` to skip navigation bars
+- Full page screenshots available with `full_page: true`
+
+## Integration with Rails
+
+The Browser Use Agent integrates seamlessly with Rails applications:
+
+```ruby
+class WebScraperController < ApplicationController
+  def scrape
+    response = BrowserAgent.prompt(
+      message: params[:instructions],
+      url: params[:url]
+    ).generate_now
+
+    render json: {
+      content: response.message.content,
+      screenshots: response.prompt.messages
+        .select { |m| m.role == :tool && m.content.include?("screenshot") }
+        .map { |m| m.content.match(/File: (.+?)\\n/)[1] }
+    }
+  end
+end
+```
+
+## Advanced Usage
+
+### Multi-Page Navigation Flow
+```ruby
+agent = BrowserAgent.new
+
+# Navigate to main page
+agent.navigate(url: "https://example.com")
+
+# Extract main content
+content = agent.extract_main_content
+
+# Click specific link
+agent.click(text: "Learn More")
+
+# Take screenshot of new page
+agent.screenshot(main_content_only: true)
+
+# Go back
+agent.go_back
+
+# Extract links for further exploration
+links = agent.extract_links(selector: "#main-content")
+```
+
+### Form Interaction
+```ruby
+agent = BrowserAgent.new
+agent.navigate(url: "https://example.com/form")
+agent.fill_form(field: "email", value: "test@example.com")
+agent.fill_form(field: "message", value: "Hello world")
+agent.click(text: "Submit")
+agent.screenshot(filename: "form_result.png")
+```
+
+## Requirements
+
+- **Cuprite** gem for Chrome automation
+- **Chrome** or **Chromium** browser installed
+- **Capybara** for browser session management
+
+Add to your Gemfile:
+```ruby
+gem 'cuprite'
+gem 'capybara'
+```
+
+## Conclusion
+
+The Browser Use Agent demonstrates ActiveAgent's flexibility in integrating with external tools while maintaining Rails conventions. Following the pattern of tools like Anthropic's Computer Use, it provides powerful browser automation capabilities driven by AI, making it ideal for:
+
+- Web scraping and data extraction
+- Automated testing and verification
+- Research and information gathering
+- Screenshot generation for documentation
+- Form submission and interaction
diff --git a/docs/examples/data-extraction-agent.md b/docs/examples/data-extraction-agent.md
new file mode 100644
index 00000000..80c238c3
--- /dev/null
+++ b/docs/examples/data-extraction-agent.md
@@ -0,0 +1,419 @@
+---
+title: Data Extraction Agent
+---
+# {{ $frontmatter.title }}
+
+Active Agent provides data extraction capabilities to parse structured data from unstructured text, images, or PDFs.
+
+## Setup
+
+Generate a data extraction agent:
+
+```bash
+rails generate active_agent:agent data_extraction parse_content
+```
+
+## Agent Implementation
+
+::: code-group
+
+```ruby [data_extraction_agent.rb]
+class DataExtractionAgent < ApplicationAgent
+  before_action :set_multimodal_content, only: [:parse_content]
+
+  def parse_content
+    prompt_args = {
+      message: params[:message] || "Parse the content of the file or image",
+      image_data: @image_data,
+      file_data: @file_data
+    }
+
+    if params[:response_format]
+      prompt_args[:response_format] = params[:response_format]
+    elsif params[:output_schema]
+      # Support legacy output_schema parameter
+      prompt_args[:response_format] = {
+        type: "json_schema",
+        json_schema: params[:output_schema]
+      }
+    end
+
+    prompt(**prompt_args)
+  end
+
+  def describe_cat_image
+    prompt(
+      message: "Describe the cat in the image",
+      image_data: CatImageService.fetch_base64_image
+    )
+  end
+
+  private
+
+  def set_multimodal_content
+    if params[:file_path].present?
+      @file_data ||= "data:application/pdf;base64,#{Base64.encode64(File.read(params[:file_path]))}"
+    elsif params[:image_path].present?
+      @image_data ||= "data:image/jpeg;base64,#{Base64.encode64(File.read(params[:image_path]))}"
+    end
+  end
+end
+```
+
+```json [chart_schema.json.erb]
+{
+  "format": {
+    "type": "json_schema",
+    "name": "chart_schema",
+    "schema": {
+      "type": "object",
+      "properties": {
+        "title": {
+          "type": "string",
+          "description": "The title of the chart."
+        },
+        "data_points": {
+          "type": "array",
+          "items": {
+            "$ref": "#/$defs/data_point"
+          }
+        }
+      },
+      "required": ["title", "data_points"],
+      "additionalProperties": false,
+      "$defs": {
+        "data_point": {
+          "type": "object",
+          "properties": {
+            "label": {
+              "type": "string",
+              "description": "The label for the data point."
+            },
+            "value": {
+              "type": "number",
+              "description": "The value of the data point."
+            }
+          },
+          "required": ["label", "value"],
+          "additionalProperties": false
+        }
+      }
+    }
+  }
+}
+```
+
+```json [resume_schema.json.erb]
+{
+  "format": {
+    "type": "json_schema",
+    "name": "resume_schema",
+    "schema": {
+      "type": "object",
+      "properties": {
+        "name": {
+          "type": "string",
+          "description": "The full name of the individual."
+        },
+        "email": {
+          "type": "string",
+          "format": "email",
+          "description": "The email address of the individual."
+        },
+        "phone": {
+          "type": "string",
+          "description": "The phone number of the individual."
+        },
+        "education": {
+          "type": "array",
+          "items": {
+            "$ref": "#/$defs/education"
+          }
+        },
+        "experience": {
+          "type": "array",
+          "items": {
+            "$ref": "#/$defs/experience"
+          }
+        }
+      },
+      "required": ["name", "email", "phone", "education", "experience"],
+      "additionalProperties": false,
+      "$defs": {
+        "education": {
+          "type": "object",
+          "properties": {
+            "degree": {
+              "type": "string",
+              "description": "The degree obtained."
+            },
+            "institution": {
+              "type": "string",
+              "description": "The institution where the degree was obtained."
+            },
+            "year": {
+              "type": "integer",
+              "description": "The year of graduation."
+            }
+          },
+          "required": ["degree", "institution", "year"],
+          "additionalProperties": false
+        },
+        "experience": {
+          "type": "object",
+          "properties": {
+            "job_title": {
+              "type": "string",
+              "description": "The job title held."
+            },
+            "company": {
+              "type": "string",
+              "description": "The company where the individual worked."
+            },
+            "duration": {
+              "type": "string",
+              "description": "The duration of employment."
+            }
+          },
+          "required": ["job_title", "company", "duration"],
+          "additionalProperties": false
+        }
+      }
+    },
+    "strict": true
+  }
+}
+```
+
+:::
+
+## Basic Image Example
+
+### Image Description
+
+Active Agent can extract descriptions from images without structured output:
+
+```ruby
+prompt = DataExtractionAgent.describe_cat_image
+response = prompt.generate_now
+
+# The response contains a natural language description
+puts response.message.content
+# => "The cat in the image appears to have a primarily dark gray coat..."
+```
+
+::: details Basic Cat Image Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-describe-cat-image-creates-a-multimodal-prompt-with-image-and-text-content.md -->
+:::
+
+### Image: Parse Chart Data
+
+Active Agent can extract data from chart images:
+
+```ruby
+sales_chart_path = Rails.root.join("test", "fixtures", "images", "sales_chart.png")
+
+prompt = DataExtractionAgent.with(
+  image_path: sales_chart_path
+).parse_content
+
+response = prompt.generate_now
+
+# The response contains chart analysis
+puts response.message.content
+# => "The image is a bar chart titled 'Quarterly Sales Report'..."
+```
+
+::: details Basic Chart Image Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-chart-content-from-image-data.md -->
+:::
+
+## Structured Output
+Active Agent supports structured output using JSON schemas. Define schemas in your agent's views directory (e.g., `app/views/agents/data_extraction/`) and reference them using `response_format: { type: "json_schema", json_schema: :schema_name }`. [Learn more about structured output →](/actions/structured-output)
+
+### Structured Output Schemas
+
+When using structured output:
+- The response will have `content_type` of `application/json`
+- The response content will be valid JSON matching your schema
+- Parse the response with `JSON.parse(response.message.content)`
+
+#### Generating Schemas from Models
+
+ActiveAgent provides a `SchemaGenerator` module that can automatically create JSON schemas from your ActiveRecord and ActiveModel classes. This makes it easy to ensure extracted data matches your application's data models.
+
+##### Basic Usage
+
+::: code-group
+<<< @/../test/schema_generator_test.rb#basic_user_model {ruby:line-numbers}
+<<< @/../test/schema_generator_test.rb#basic_schema_generation {ruby:line-numbers}
+:::
+
+The `to_json_schema` method generates a JSON schema from your model's attributes and validations.
+
+##### Schema with Validations
+
+Model validations are automatically included in the generated schema:
+
+<<< @/../test/schema_generator_test.rb#schema_with_validations {ruby:line-numbers}
+
+##### Strict Schema for Structured Output
+
+For use with AI providers that support structured output, generate a strict schema:
+
+::: code-group
+<<< @/../test/schema_generator_test.rb#blog_post_model {ruby:line-numbers}
+<<< @/../test/schema_generator_test.rb#strict_schema_generation {ruby:line-numbers}
+:::
+
+##### Using Generated Schemas in Agents
+
+Agents can use the schema generator to create structured output schemas dynamically:
+
+<<< @/../test/schema_generator_test.rb#agent_using_schema {ruby:line-numbers}
+
+This allows you to maintain a single source of truth for your data models and automatically generate schemas for AI extraction.
+
+::: info Provider Support
+Structured output requires a provider that supports JSON schemas. Currently supported providers include:
+- **OpenAI** - GPT-4o, GPT-4o-mini, GPT-3.5-turbo variants
+- **OpenRouter** - When using compatible models like OpenAI models through OpenRouter
+
+See the [OpenRouter Provider documentation](/providers/open-router-provider#structured-output-support) for details on using structured output with multiple model providers.
+:::
+
+
+### Parse Chart Image with Structured Output
+![Chart Image](https://raw.githubusercontent.com/activeagents/activeagent/refs/heads/main/test/fixtures/images/sales_chart.png)
+
+Extract chart data with a predefined schema `chart_schema`:
+
+```ruby
+sales_chart_path = Rails.root.join("test", "fixtures", "images", "sales_chart.png")
+
+prompt = DataExtractionAgent.with(
+  response_format: {
+    type: "json_schema",
+    json_schema: :chart_schema
+  },
+  image_path: sales_chart_path
+).parse_content
+
+response = prompt.generate_now
+
+# When using json_schema response_format, content is already parsed
+json_response = response.message.content
+
+puts json_response["title"]
+# => "Quarterly Sales Report"
+puts json_response["data_points"].first
+# => {"label"=>"Q1", "value"=>25000}
+```
+
+#### Response
+
+:::: tabs
+
+== Response Object
+```ruby
+response = prompt.generate_now
+# Response has parsed JSON content
+```
+::: details Generation Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-chart-content-from-image-data-with-structured-output-schema.md -->
+:::
+== JSON Output
+
+```ruby
+# When using json_schema response_format, content is already parsed
+json_response = response.message.content
+```
+::: details Parse Chart JSON Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-parse-chart-json-response.md -->
+:::
+::::
+
+### Parse Resume with output resume schema
+
+Extract information from PDF resumes:
+
+```ruby
+sample_resume_path = Rails.root.join("test", "fixtures", "files", "sample_resume.pdf")
+
+prompt = DataExtractionAgent.with(
+  file_path: sample_resume_path
+).parse_content
+
+response = prompt.generate_now
+
+# When using json_schema response_format, content is auto-parsed
+puts response.message.content["name"]
+# => "John Doe"
+puts response.message.content["experience"].first["job_title"]
+# => "Senior Software Engineer"
+```
+
+#### Parse Resume with Structured Output
+[![Sample Resume](/sample_resume.png)](https://docs.activeagents.ai/sample_resume.pdf)
+Extract resume data with a predefined `resume_schema`:
+
+:::: tabs
+
+== Prompt Generation
+
+```ruby
+prompt = DataExtractionAgent.with(
+  file_path: Rails.root.join("test", "fixtures", "files", "sample_resume.pdf")
+).parse_content
+
+response = prompt.generate_now
+```
+::: details Generation Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-test-parse-resume-creates-a-multimodal-prompt-with-file-data-with-structured-output-schema.md -->
+:::
+== JSON Output
+
+```ruby
+# When using json_schema response_format, content is already parsed
+json_response = response.message.content
+
+puts json_response["name"]
+# => "John Doe"
+puts json_response["email"]
+# => "john.doe@example.com"
+```
+::: details Parse Resume JSON Response Example
+<!-- @include: @/parts/examples/data-extraction-agent-test.rb-parse-resume-json-response.md -->
+:::
+::::
+
+## Advanced Examples
+
+### Receipt Data Extraction with OpenRouter
+
+For extracting data from receipts and invoices, you can use OpenRouter's multimodal capabilities combined with structured output. OpenRouter provides access to models that support both vision and structured output, making it ideal for document processing tasks.
+
+See the [OpenRouter Receipt Extraction example](/providers/open-router-provider#receipt-data-extraction-with-structured-output) for a complete implementation that extracts:
+- Merchant information (name, address)
+- Line items with prices
+- Tax and total amounts
+- Currency details
+
+### Using Different Providers
+
+The Data Extraction Agent can work with any provider that supports the required capabilities:
+
+- **For text extraction**: Any provider (OpenAI, Anthropic, Ollama, etc.)
+- **For image analysis**: Providers with vision models (OpenAI GPT-4o, Anthropic Claude 3, etc.)
+- **For structured output**: OpenAI models or OpenRouter with compatible models
+- **For PDF processing**: OpenRouter with PDF plugins or models with native PDF support
+
+::: tip Provider Selection
+Choose your provider based on your specific needs:
+- **OpenAI**: Best for structured output with GPT-4o/GPT-4o-mini
+- **OpenRouter**: Access to 200+ models with fallback support
+- **Anthropic**: Strong reasoning capabilities with Claude models
+- **Ollama**: Local model deployment for privacy-sensitive data
+
+Learn more about configuring providers in the [Providers Overview](/framework/providers).
+:::
diff --git a/docs/examples/mcp-integration-agent.md b/docs/examples/mcp-integration-agent.md
new file mode 100644
index 00000000..846abf50
--- /dev/null
+++ b/docs/examples/mcp-integration-agent.md
@@ -0,0 +1,607 @@
+---
+title: MCP Integration Agent
+---
+# {{ $frontmatter.title }}
+
+The Model Context Protocol (MCP) Integration Agent demonstrates how to connect ActiveAgent with external services and tools through MCP. MCP provides a standardized way to integrate with cloud storage, APIs, and custom services.
+
+## Overview
+
+MCP enables agents to:
+- Connect to cloud storage services (Dropbox, Google Drive, SharePoint, etc.)
+- Access external APIs and databases
+- Use custom MCP servers for specialized functionality
+- Combine multiple data sources in a single agent
+
+## Features
+
+- **Cloud Storage Connectors** - Pre-built connectors for popular services
+- **Custom MCP Servers** - Connect to your own MCP-compatible services
+- **Multi-Source Search** - Combine multiple MCP servers in one query
+- **Approval Workflows** - Control which operations require user approval
+- **Secure Authorization** - Handle authentication tokens securely
+
+## Setup
+
+Generate an MCP integration agent:
+
+```bash
+rails generate active_agent:agent mcp_integration search_cloud_storage
+```
+
+## Agent Implementation
+
+```ruby
+# Example agent demonstrating MCP (Model Context Protocol) integration
+# MCP allows connecting to external services and tools
+class McpIntegrationAgent < ApplicationAgent
+  generate_with :openai, model: "gpt-5"  # Responses API required for MCP
+
+  # Use MCP connectors for cloud storage services
+  def search_cloud_storage
+    @query = params[:query]
+    @service = params[:service] || "dropbox"
+    @auth_token = params[:auth_token]
+
+    prompt(
+      message: "Search for: #{@query}",
+      options: {
+        use_responses_api: true,
+        tools: [build_connector_tool(@service, @auth_token)]
+      }
+    )
+  end
+
+  # Use custom MCP server for specialized functionality
+  def use_custom_mcp
+    @query = params[:query]
+    @server_url = params[:server_url]
+    @allowed_tools = params[:allowed_tools]
+
+    prompt(
+      message: @query,
+      options: {
+        use_responses_api: true,
+        tools: [
+          {
+            type: "mcp",
+            server_label: "Custom MCP Server",
+            server_url: @server_url,
+            server_description: "Custom MCP server for specialized tasks",
+            require_approval: "always",  # Require approval for safety
+            allowed_tools: @allowed_tools
+          }
+        ]
+      }
+    )
+  end
+
+  # Combine multiple MCP servers for comprehensive search
+  def multi_source_search
+    @query = params[:query]
+    @sources = params[:sources] || ["github", "dropbox"]
+    @auth_tokens = params[:auth_tokens] || {}
+
+    tools = @sources.map do |source|
+      case source
+      when "github"
+        {
+          type: "mcp",
+          server_label: "GitHub",
+          server_url: "https://api.githubcopilot.com/mcp/",
+          server_description: "Search GitHub repositories",
+          require_approval: "never"
+        }
+      when "dropbox"
+        build_connector_tool("dropbox", @auth_tokens["dropbox"])
+      when "google_drive"
+        build_connector_tool("google_drive", @auth_tokens["google_drive"])
+      end
+    end.compact
+
+    prompt(
+      message: "Search across multiple sources: #{@query}",
+      options: {
+        use_responses_api: true,
+        tools: tools
+      }
+    )
+  end
+
+  # Use MCP with approval workflow
+  def sensitive_operation
+    @operation = params[:operation]
+    @mcp_config = params[:mcp_config]
+
+    prompt(
+      message: "Perform operation: #{@operation}",
+      options: {
+        use_responses_api: true,
+        tools: [
+          {
+            type: "mcp",
+            server_label: @mcp_config[:label],
+            server_url: @mcp_config[:url],
+            authorization: @mcp_config[:auth],
+            require_approval: {
+              never: {
+                tool_names: ["read", "search"]  # Safe operations
+              }
+            }
+            # All other operations will require approval
+          }
+        ]
+      }
+    )
+  end
+
+  private
+
+  def build_connector_tool(service, auth_token)
+    connector_configs = {
+      "dropbox" => {
+        connector_id: "connector_dropbox",
+        label: "Dropbox"
+      },
+      "google_drive" => {
+        connector_id: "connector_googledrive",
+        label: "Google Drive"
+      },
+      "gmail" => {
+        connector_id: "connector_gmail",
+        label: "Gmail"
+      },
+      "sharepoint" => {
+        connector_id: "connector_sharepoint",
+        label: "SharePoint"
+      },
+      "outlook" => {
+        connector_id: "connector_outlookemail",
+        label: "Outlook Email"
+      }
+    }
+
+    config = connector_configs[service]
+    return nil unless config && auth_token
+
+    {
+      type: "mcp",
+      server_label: config[:label],
+      connector_id: config[:connector_id],
+      authorization: auth_token,
+      require_approval: "never"  # Or configure based on your needs
+    }
+  end
+end
+```
+
+## Usage Examples
+
+### Search Cloud Storage
+
+Search for files across cloud storage services:
+
+```ruby
+response = McpIntegrationAgent.with(
+  query: "Q4 2024 financial report",
+  service: "dropbox",
+  auth_token: user.dropbox_token
+).search_cloud_storage.generate_now
+
+puts response.message.content
+# => Returns information about matching files in Dropbox
+```
+
+### Multi-Source Search
+
+Search across multiple services simultaneously:
+
+```ruby
+response = McpIntegrationAgent.with(
+  query: "project documentation",
+  sources: ["github", "google_drive", "dropbox"],
+  auth_tokens: {
+    "google_drive" => user.google_token,
+    "dropbox" => user.dropbox_token
+  }
+).multi_source_search.generate_now
+
+puts response.message.content
+# => Returns results from all three sources
+```
+
+### Custom MCP Server
+
+Connect to your own MCP-compatible service:
+
+```ruby
+response = McpIntegrationAgent.with(
+  query: "customer support tickets from last week",
+  server_url: "https://api.mycompany.com/mcp",
+  allowed_tools: ["search_tickets", "get_ticket_details"]
+).use_custom_mcp.generate_now
+
+puts response.message.content
+# => Returns ticket information from custom server
+```
+
+### Approval Workflow
+
+Control which operations require user approval:
+
+```ruby
+response = McpIntegrationAgent.with(
+  operation: "analyze sales data",
+  mcp_config: {
+    label: "Company Database",
+    url: "https://db.company.com/mcp",
+    auth: database_token
+  }
+).sensitive_operation.generate_now
+
+# Read operations execute automatically
+# Write/delete operations will require approval
+```
+
+## Cloud Storage Connectors
+
+### Supported Services
+
+ActiveAgent provides pre-built connectors for:
+
+- **Dropbox** - `connector_dropbox`
+- **Google Drive** - `connector_googledrive`
+- **Gmail** - `connector_gmail`
+- **SharePoint** - `connector_sharepoint`
+- **Outlook** - `connector_outlookemail`
+
+### Configuration
+
+Each connector requires:
+
+```ruby
+{
+  type: "mcp",
+  server_label: "Service Name",      # Display name
+  connector_id: "connector_service", # Connector identifier
+  authorization: "user_auth_token",  # User's OAuth token
+  require_approval: "never"          # Approval policy
+}
+```
+
+### Authentication
+
+Handle OAuth tokens securely:
+
+```ruby
+class McpIntegrationAgent < ApplicationAgent
+  before_action :validate_tokens
+
+  private
+
+  def validate_tokens
+    service = params[:service]
+    token = params[:auth_token]
+
+    unless token.present? && valid_token?(token, service)
+      raise "Invalid or missing authentication token for #{service}"
+    end
+  end
+
+  def valid_token?(token, service)
+    # Verify token is valid and not expired
+    TokenValidator.valid?(token, service)
+  end
+end
+```
+
+## Custom MCP Servers
+
+### Server Configuration
+
+Connect to custom MCP-compatible servers:
+
+```ruby
+{
+  type: "mcp",
+  server_label: "My Custom Server",
+  server_url: "https://api.example.com/mcp/",
+  server_description: "Description of what this server does",
+  authorization: auth_token,
+  require_approval: "always",  # or "never"
+  allowed_tools: ["tool1", "tool2"]  # Optional: restrict available tools
+}
+```
+
+### Building Custom MCP Servers
+
+Your custom MCP server should implement:
+
+1. **Tool Discovery** - Endpoint to list available tools
+2. **Tool Execution** - Endpoint to execute tool calls
+3. **Authentication** - Support for authorization tokens
+4. **Error Handling** - Proper error responses
+
+Example server structure:
+
+```ruby
+# lib/mcp_server.rb
+class McpServer
+  def tools
+    [
+      {
+        name: "search_database",
+        description: "Search the company database",
+        parameters: {
+          type: "object",
+          properties: {
+            query: { type: "string", description: "Search query" },
+            limit: { type: "integer", description: "Max results" }
+          },
+          required: ["query"]
+        }
+      }
+    ]
+  end
+
+  def execute_tool(name, params)
+    case name
+    when "search_database"
+      Database.search(params["query"], limit: params["limit"])
+    else
+      { error: "Unknown tool: #{name}" }
+    end
+  end
+end
+```
+
+## Approval Workflows
+
+### Approval Policies
+
+Control which operations require user approval:
+
+```ruby
+{
+  require_approval: {
+    never: {
+      tool_names: ["read", "search", "list"]  # Safe read-only operations
+    }
+    # All other operations will require approval
+  }
+}
+```
+
+### Approval Options
+
+- **"never"** - All operations execute automatically (use with caution)
+- **"always"** - All operations require approval (safest)
+- **Custom** - Specify which tools don't require approval
+
+### Implementing Approval UI
+
+```ruby
+class McpApprovalsController < ApplicationController
+  def show
+    @approval_request = ApprovalRequest.find(params[:id])
+  end
+
+  def approve
+    approval = ApprovalRequest.find(params[:id])
+    approval.approve!
+
+    # Resume agent execution
+    agent = McpIntegrationAgent.new
+    response = agent.resume_with_approval(approval)
+
+    redirect_to chat_path, notice: "Operation approved"
+  end
+
+  def reject
+    approval = ApprovalRequest.find(params[:id])
+    approval.reject!
+
+    redirect_to chat_path, notice: "Operation rejected"
+  end
+end
+```
+
+## Security Considerations
+
+### Token Management
+
+Store and handle authentication tokens securely:
+
+```ruby
+class User < ApplicationRecord
+  # Encrypt tokens at rest
+  encrypts :dropbox_token
+  encrypts :google_token
+
+  # Validate token before use
+  def valid_dropbox_token?
+    return false unless dropbox_token.present?
+    return false if dropbox_token_expired?
+    true
+  end
+
+  def dropbox_token_expired?
+    # Check token expiration
+    dropbox_token_expires_at < Time.current
+  end
+end
+```
+
+### Scope Limiting
+
+Request only necessary permissions:
+
+```ruby
+# config/initializers/oauth.rb
+DROPBOX_SCOPES = %w[
+  files.metadata.read
+  files.content.read
+  # Don't request write/delete unless needed
+].freeze
+```
+
+### Audit Logging
+
+Log all MCP operations for security auditing:
+
+```ruby
+class McpIntegrationAgent < ApplicationAgent
+  after_action :log_mcp_operation
+
+  private
+
+  def log_mcp_operation
+    McpAuditLog.create!(
+      user_id: params[:user_id],
+      service: params[:service],
+      operation: action_name,
+      query: params[:query],
+      timestamp: Time.current
+    )
+  end
+end
+```
+
+## Integration Patterns
+
+### User-Scoped Tokens
+
+Use per-user authentication:
+
+```ruby
+class ChatController < ApplicationController
+  def message
+    response = McpIntegrationAgent.with(
+      query: params[:query],
+      service: params[:service],
+      auth_token: current_user.token_for(params[:service])
+    ).search_cloud_storage.generate_now
+
+    render json: { message: response.message.content }
+  end
+end
+```
+
+### Service Discovery
+
+Dynamically discover available services:
+
+```ruby
+class McpIntegrationAgent < ApplicationAgent
+  def available_services
+    user = User.find(params[:user_id])
+
+    services = []
+    services << "dropbox" if user.dropbox_token.present?
+    services << "google_drive" if user.google_token.present?
+    services << "github" if user.github_token.present?
+
+    services
+  end
+end
+```
+
+### Fallback Handling
+
+Handle service unavailability gracefully:
+
+```ruby
+def multi_source_search
+  tools = @sources.map do |source|
+    build_connector_tool(source, @auth_tokens[source])
+  end.compact  # Remove nil values for unavailable services
+
+  if tools.empty?
+    raise "No services available. Please connect at least one service."
+  end
+
+  prompt(
+    message: @query,
+    options: {
+      use_responses_api: true,
+      tools: tools
+    }
+  )
+end
+```
+
+## Testing
+
+### Mock MCP Responses
+
+```ruby
+class McpIntegrationAgentTest < ActiveSupport::TestCase
+  test "searches cloud storage" do
+    VCR.use_cassette("mcp_dropbox_search") do
+      response = McpIntegrationAgent.with(
+        query: "test file",
+        service: "dropbox",
+        auth_token: "test_token"
+      ).search_cloud_storage.generate_now
+
+      assert response.message.content.present?
+    end
+  end
+
+  test "combines multiple sources" do
+    response = McpIntegrationAgent.with(
+      query: "documentation",
+      sources: ["github"],
+      auth_tokens: {}
+    ).multi_source_search.generate_now
+
+    assert response.message.content.present?
+  end
+end
+```
+
+## Rate Limiting
+
+Implement rate limiting for MCP operations:
+
+```ruby
+class McpIntegrationAgent < ApplicationAgent
+  before_action :check_mcp_rate_limit
+
+  private
+
+  def check_mcp_rate_limit
+    service = params[:service]
+    user_id = params[:user_id]
+    key = "mcp_rate:#{user_id}:#{service}"
+
+    count = Rails.cache.increment(key, 1, expires_in: 1.hour)
+
+    if count > 50  # 50 requests per hour per service
+      raise "Rate limit exceeded for #{service}"
+    end
+  end
+end
+```
+
+## Provider Requirements
+
+MCP integration requires:
+
+- **Responses API** - MCP is only available with Responses API
+- **Compatible Models** - gpt-5 or newer
+- **OpenAI Provider** - Currently OpenAI-specific
+
+```ruby
+# config/application.rb
+config.active_agent.providers = {
+  openai: {
+    api_key: ENV["OPENAI_API_KEY"],
+    use_responses_api: true  # Required for MCP
+  }
+}
+```
+
+## Conclusion
+
+The MCP Integration Agent demonstrates how to connect ActiveAgent with external services and data sources. Whether using pre-built cloud storage connectors or custom MCP servers, MCP provides a standardized, secure way to extend your agents' capabilities beyond their training data and into your organization's systems and data.
diff --git a/docs/examples/research-agent.md b/docs/examples/research-agent.md
new file mode 100644
index 00000000..805612d2
--- /dev/null
+++ b/docs/examples/research-agent.md
@@ -0,0 +1,672 @@
+---
+title: Research Agent
+---
+# {{ $frontmatter.title }}
+
+The Research Agent demonstrates how to build agents that combine multiple tools and data sources for comprehensive research tasks. It shows integration with web search, MCP servers, and image generation to create powerful research workflows.
+
+## Overview
+
+The Research Agent showcases:
+- **Multi-Tool Integration** - Combining web search, MCP, and image generation
+- **Concern-Based Architecture** - Using concerns to share research functionality
+- **Configurable Tools** - Dynamic tool configuration based on research needs
+- **Academic Sources** - Integration with ArXiv, PubMed, and other research databases
+
+## Features
+
+- **Web Search Integration** - Access current information via web search
+- **MCP Server Support** - Connect to academic databases (ArXiv, GitHub, PubMed)
+- **Image Generation** - Create visualizations for research findings
+- **Configurable Depth** - Adjust research comprehensiveness (quick vs. detailed)
+- **Literature Review** - Specialized action for academic research
+- **Source Citation** - Track and cite research sources
+
+## Setup
+
+Generate a research agent:
+
+```bash
+rails generate active_agent:agent research comprehensive_research literature_review
+```
+
+## Agent Implementation
+
+```ruby
+class ResearchAgent < ApplicationAgent
+  include ResearchTools
+
+  # Configure the agent to use OpenAI with specific settings
+  generate_with :openai, model: "gpt-4o"
+
+  # Configure research tools at the class level
+  configure_research_tools(
+    enable_web_search: true,
+    mcp_servers: ["arxiv", "github"],
+    default_search_context: "high"
+  )
+
+  # Agent-specific action that uses both concern tools and custom logic
+  def comprehensive_research
+    @topic = params[:topic]
+    @depth = params[:depth] || "detailed"
+
+    # This action combines multiple tools
+    prompt(
+      message: "Conduct comprehensive research on: #{@topic}",
+      tools: build_comprehensive_tools
+    )
+  end
+
+  def literature_review
+    @topic = params[:topic]
+    @sources = params[:sources] || ["arxiv", "pubmed"]
+
+    # Use the concern's search_with_mcp_sources internally
+    mcp_tools = build_mcp_tools(@sources)
+
+    prompt(
+      message: "Conduct a literature review on: #{@topic}\nFocus on peer-reviewed sources from the last 5 years.",
+      tools: [
+        { type: "web_search_preview", search_context_size: "high" },
+        *mcp_tools
+      ]
+    )
+  end
+
+  private
+
+  def build_comprehensive_tools
+    tools = []
+
+    # Add web search for general information
+    tools << {
+      type: "web_search_preview",
+      search_context_size: @depth == "detailed" ? "high" : "medium"
+    }
+
+    # Add MCP servers from configuration
+    if research_tools_config[:mcp_servers]
+      tools.concat(build_mcp_tools(research_tools_config[:mcp_servers]))
+    end
+
+    # Add image generation for visualizations
+    if @depth == "detailed"
+      tools << {
+        type: "image_generation",
+        size: "1024x1024",
+        quality: "high"
+      }
+    end
+
+    tools
+  end
+
+  def build_mcp_tools(sources)
+    sources.map do |source|
+      {
+        type: "mcp",
+        server_label: source.titleize,
+        server_url: mcp_server_url(source)
+      }
+    end
+  end
+
+  def mcp_server_url(source)
+    # Map source names to MCP server URLs
+    urls = {
+      "arxiv" => "https://api.arxiv.org/mcp/",
+      "github" => "https://api.githubcopilot.com/mcp/",
+      "pubmed" => "https://api.pubmed.gov/mcp/"
+    }
+    urls[source]
+  end
+
+  def research_tools_config
+    self.class.research_tools_config || {}
+  end
+end
+```
+
+### Research Tools Concern
+
+Share research functionality across agents:
+
+```ruby
+# app/agents/concerns/research_tools.rb
+module ResearchTools
+  extend ActiveSupport::Concern
+
+  class_methods do
+    def configure_research_tools(config = {})
+      @research_tools_config = config
+    end
+
+    def research_tools_config
+      @research_tools_config || {}
+    end
+  end
+
+  def search_academic_papers
+    @query = params[:query]
+    @sources = params[:sources] || ["arxiv"]
+
+    prompt(
+      message: "Search for academic papers about: #{@query}",
+      tools: build_mcp_tools(@sources)
+    )
+  end
+
+  def analyze_research_data
+    @data = params[:data]
+    @analysis_type = params[:analysis_type] || "statistical"
+
+    prompt(
+      message: "Analyze the following research data using #{@analysis_type} methods:\n\n#{@data}"
+    )
+  end
+
+  def generate_research_visualization
+    @topic = params[:topic]
+    @style = params[:style] || "infographic"
+
+    prompt(
+      message: "Create a #{@style} visualization for: #{@topic}",
+      tools: [
+        {
+          type: "image_generation",
+          size: "1024x1024",
+          quality: "high"
+        }
+      ]
+    )
+  end
+end
+```
+
+## Usage Examples
+
+### Comprehensive Research
+
+Conduct multi-source research on a topic:
+
+```ruby
+response = ResearchAgent.with(
+  topic: "quantum computing advances in 2025",
+  depth: "detailed"
+).comprehensive_research.generate_now
+
+puts response.message.content
+# => Returns comprehensive research with web sources, academic papers, and visualizations
+```
+
+### Quick Research
+
+For faster, less comprehensive research:
+
+```ruby
+response = ResearchAgent.with(
+  topic: "Ruby on Rails 8 features",
+  depth: "quick"
+).comprehensive_research.generate_now
+
+puts response.message.content
+# => Returns focused research with medium-depth web search
+```
+
+### Literature Review
+
+Focus on academic sources for scholarly research:
+
+```ruby
+response = ResearchAgent.with(
+  topic: "machine learning in healthcare",
+  sources: ["arxiv", "pubmed"]
+).literature_review.generate_now
+
+puts response.message.content
+# => Returns peer-reviewed research from ArXiv and PubMed
+```
+
+### Custom Sources
+
+Specify specific research databases:
+
+```ruby
+response = ResearchAgent.with(
+  topic: "climate change models",
+  sources: ["arxiv", "github"]  # Academic papers + code repositories
+).literature_review.generate_now
+
+puts response.message.content
+# => Combines academic papers with open-source implementations
+```
+
+## Research Tools Configuration
+
+### Class-Level Configuration
+
+Configure default research settings:
+
+```ruby
+class ResearchAgent < ApplicationAgent
+  configure_research_tools(
+    enable_web_search: true,
+    mcp_servers: ["arxiv", "github", "pubmed"],
+    default_search_context: "high",
+    enable_visualizations: true
+  )
+end
+```
+
+### Runtime Configuration
+
+Override defaults for specific requests:
+
+```ruby
+response = ResearchAgent.with(
+  topic: "topic",
+  depth: "detailed",  # Override default depth
+  sources: ["arxiv"]  # Override default MCP servers
+).comprehensive_research.generate_now
+```
+
+## Tool Combinations
+
+### Web Search + Academic Sources
+
+Combine current information with peer-reviewed research:
+
+```ruby
+tools = [
+  { type: "web_search_preview", search_context_size: "high" },
+  { type: "mcp", server_label: "ArXiv", server_url: "..." },
+  { type: "mcp", server_label: "PubMed", server_url: "..." }
+]
+
+prompt(message: "Research topic", tools: tools)
+```
+
+### Research + Visualization
+
+Include image generation for data visualization:
+
+```ruby
+tools = [
+  { type: "web_search_preview", search_context_size: "high" },
+  { type: "image_generation", size: "1024x1024", quality: "high" }
+]
+
+prompt(
+  message: "Research #{topic} and create an infographic",
+  tools: tools
+)
+```
+
+### GitHub + Academic Papers
+
+Combine theory with practical implementations:
+
+```ruby
+tools = [
+  { type: "mcp", server_label: "ArXiv", server_url: "..." },  # Papers
+  { type: "mcp", server_label: "GitHub", server_url: "..." }  # Code
+]
+
+prompt(
+  message: "Find papers and implementations for #{algorithm}",
+  tools: tools
+)
+```
+
+## Academic Source Integration
+
+### ArXiv Integration
+
+Search academic papers on ArXiv:
+
+```ruby
+{
+  type: "mcp",
+  server_label: "ArXiv",
+  server_url: "https://api.arxiv.org/mcp/",
+  server_description: "Academic papers in physics, math, CS, and more"
+}
+```
+
+### PubMed Integration
+
+Access medical and life sciences research:
+
+```ruby
+{
+  type: "mcp",
+  server_label: "PubMed",
+  server_url: "https://api.pubmed.gov/mcp/",
+  server_description: "Biomedical literature database"
+}
+```
+
+### GitHub Integration
+
+Find open-source implementations:
+
+```ruby
+{
+  type: "mcp",
+  server_label: "GitHub",
+  server_url: "https://api.githubcopilot.com/mcp/",
+  server_description: "Code repositories and implementations"
+}
+```
+
+## Using Concerns for Shared Functionality
+
+### Creating a Research Concern
+
+```ruby
+# app/agents/concerns/research_tools.rb
+module ResearchTools
+  extend ActiveSupport::Concern
+
+  included do
+    class_attribute :research_tools_config, default: {}
+  end
+
+  class_methods do
+    def configure_research_tools(config = {})
+      self.research_tools_config = config
+    end
+  end
+
+  # Shared research actions
+  def search_papers
+    # Implementation
+  end
+
+  def analyze_data
+    # Implementation
+  end
+end
+```
+
+### Using the Concern
+
+```ruby
+class ResearchAgent < ApplicationAgent
+  include ResearchTools
+
+  configure_research_tools(
+    enable_web_search: true,
+    mcp_servers: ["arxiv"]
+  )
+end
+
+class AcademicAgent < ApplicationAgent
+  include ResearchTools
+
+  configure_research_tools(
+    enable_web_search: false,
+    mcp_servers: ["arxiv", "pubmed"]
+  )
+end
+```
+
+## Integration Patterns
+
+### Controller Integration
+
+Use research agents in your application:
+
+```ruby
+class ResearchController < ApplicationController
+  def research
+    response = ResearchAgent.with(
+      topic: params[:topic],
+      depth: params[:depth] || "detailed"
+    ).comprehensive_research.generate_now
+
+    render json: {
+      topic: params[:topic],
+      findings: response.message.content,
+      sources: extract_sources(response)
+    }
+  end
+
+  private
+
+  def extract_sources(response)
+    # Extract citations and sources from response
+    response.message.content.scan(/\[(\d+)\]/).flatten
+  end
+end
+```
+
+### Background Jobs
+
+Process research asynchronously:
+
+```ruby
+class ResearchJob < ApplicationJob
+  queue_as :default
+
+  def perform(topic, user_id)
+    response = ResearchAgent.with(
+      topic: topic,
+      depth: "detailed"
+    ).comprehensive_research.generate_now
+
+    # Save results
+    ResearchResult.create!(
+      user_id: user_id,
+      topic: topic,
+      findings: response.message.content
+    )
+
+    # Notify user
+    UserMailer.research_complete(user_id, topic).deliver_later
+  end
+end
+```
+
+### Caching Research
+
+Cache expensive research operations:
+
+```ruby
+class ResearchAgent < ApplicationAgent
+  def cached_research
+    @topic = params[:topic]
+    cache_key = "research:#{Digest::MD5.hexdigest(@topic)}"
+
+    Rails.cache.fetch(cache_key, expires_in: 24.hours) do
+      comprehensive_research.generate_now
+    end
+  end
+end
+```
+
+## Advanced Features
+
+### Progressive Research
+
+Build up research incrementally:
+
+```ruby
+def progressive_research
+  @topic = params[:topic]
+  results = []
+
+  # Step 1: Quick web search
+  results << quick_search(@topic)
+
+  # Step 2: Academic papers
+  results << search_papers(@topic)
+
+  # Step 3: Code examples
+  results << search_code(@topic)
+
+  # Step 4: Synthesize findings
+  synthesize_results(results)
+end
+```
+
+### Source Prioritization
+
+Prioritize certain sources:
+
+```ruby
+def prioritized_research
+  @topic = params[:topic]
+
+  # Try academic sources first
+  response = search_academic_only(@topic)
+
+  # Fall back to web search if insufficient
+  if response.confidence < 0.7
+    response = add_web_search(response, @topic)
+  end
+
+  response
+end
+```
+
+### Citation Extraction
+
+Extract and format citations:
+
+```ruby
+def extract_citations(response)
+  citations = []
+
+  response.prompt.messages.each do |message|
+    next unless message.role == :tool
+    next unless message.content.include?("arxiv") || message.content.include?("pubmed")
+
+    citations << parse_citation(message.content)
+  end
+
+  citations
+end
+
+def parse_citation(content)
+  # Extract title, authors, date, DOI, etc.
+  {
+    title: extract_title(content),
+    authors: extract_authors(content),
+    year: extract_year(content),
+    doi: extract_doi(content)
+  }
+end
+```
+
+## Testing
+
+### Test Research Workflow
+
+```ruby
+class ResearchAgentTest < ActiveSupport::TestCase
+  test "conducts comprehensive research" do
+    VCR.use_cassette("research_comprehensive") do
+      response = ResearchAgent.with(
+        topic: "test topic",
+        depth: "detailed"
+      ).comprehensive_research.generate_now
+
+      assert response.message.content.present?
+      assert response.message.content.length > 500  # Substantial content
+    end
+  end
+
+  test "performs literature review" do
+    response = ResearchAgent.with(
+      topic: "machine learning",
+      sources: ["arxiv"]
+    ).literature_review.generate_now
+
+    assert response.message.content.present?
+    # Check that academic sources were used
+    tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+    assert tool_messages.any? { |m| m.content.include?("arxiv") }
+  end
+end
+```
+
+### Mock External Services
+
+```ruby
+class ResearchAgentTest < ActiveSupport::TestCase
+  setup do
+    @mock_arxiv_response = {
+      papers: [
+        { title: "Test Paper", authors: "Author", year: 2025 }
+      ]
+    }
+  end
+
+  test "handles mock MCP responses" do
+    # Mock MCP server responses
+    stub_request(:post, "https://api.arxiv.org/mcp/")
+      .to_return(body: @mock_arxiv_response.to_json)
+
+    response = ResearchAgent.with(
+      topic: "test",
+      sources: ["arxiv"]
+    ).literature_review.generate_now
+
+    assert response.message.content.include?("Test Paper")
+  end
+end
+```
+
+## Best Practices
+
+### Source Selection
+
+Choose appropriate sources for your research:
+
+- **ArXiv**: Physics, mathematics, computer science
+- **PubMed**: Medical and life sciences
+- **GitHub**: Code implementations and examples
+- **Web Search**: Current events and general information
+
+### Depth Configuration
+
+Balance comprehensiveness with speed:
+
+```ruby
+# Quick research (< 30 seconds)
+depth: "quick"         # Medium web search, no visualizations
+
+# Standard research (30-60 seconds)
+depth: "standard"      # High web search, basic MCP
+
+# Detailed research (1-2 minutes)
+depth: "detailed"      # High web search, multiple MCP, visualizations
+```
+
+### Result Validation
+
+Validate research quality:
+
+```ruby
+def validate_research(response)
+  content = response.message.content
+
+  # Check for minimum content length
+  return false if content.length < 500
+
+  # Check for citations
+  return false unless content.include?("[") && content.include?("]")
+
+  # Check for multiple sources
+  tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+  return false if tool_messages.length < 2
+
+  true
+end
+```
+
+## Conclusion
+
+The Research Agent demonstrates how to build sophisticated research workflows by combining multiple tools and data sources. Through concern-based architecture and configurable tool selection, it provides a flexible foundation for academic research, technical investigations, and comprehensive information gathering tasks.
diff --git a/docs/examples/support-agent.md b/docs/examples/support-agent.md
new file mode 100644
index 00000000..4a6e2bc8
--- /dev/null
+++ b/docs/examples/support-agent.md
@@ -0,0 +1,450 @@
+---
+title: Support Agent
+---
+# {{ $frontmatter.title }}
+
+The Support Agent is a simple example demonstrating core ActiveAgent concepts including tool calling, message context, and multimodal responses. It serves as a reference implementation for building customer support chatbots.
+
+## Overview
+
+The Support Agent demonstrates:
+- Basic agent setup with instructions
+- Tool calling (action methods as tools)
+- Message context and conversation flow
+- Multimodal responses (text and images)
+
+## Features
+
+- **Simple Configuration** - Minimal setup with clear instructions
+- **Tool Integration** - Agent actions become available as AI tools
+- **Message Context** - Access complete conversation history
+- **Multimodal Support** - Return images and other content types
+
+## Setup
+
+Generate a support agent:
+
+```bash
+rails generate active_agent:agent support get_cat_image
+```
+
+## Agent Implementation
+
+```ruby
+class SupportAgent < ApplicationAgent
+  generate_with :openai,
+    model: "gpt-4o-mini",
+    instructions: "You're a support agent. Your job is to help users with their questions."
+
+  def get_cat_image
+    prompt(content_type: "image_url", context_id: params[:context_id]) do |format|
+      format.text { render plain: CatImageService.fetch_image_url }
+    end
+  end
+end
+```
+
+## Usage Examples
+
+### Basic Prompt
+
+Send a simple message to the agent:
+
+```ruby
+prompt = SupportAgent.prompt(message: "Hello, I need help")
+
+puts prompt.message.content
+# => "Hello, I need help"
+
+response = prompt.generate_now
+
+puts response.message.content
+# => "Hello! I'm here to help you. What can I assist you with today?"
+```
+
+### Tool Calling
+
+The agent can call its defined actions as tools:
+
+```ruby
+message = "Show me a cat"
+prompt = SupportAgent.prompt(message: message)
+
+response = prompt.generate_now
+
+# The agent will call the get_cat_image action
+puts response.message.content
+# => "Here's a cute cat for you! [image displayed]"
+```
+
+### Message Context
+
+Access the complete conversation history:
+
+```ruby
+response = SupportAgent.prompt(message: "Show me a cat").generate_now
+
+# Messages include system, user, assistant, and tool messages
+puts response.prompt.messages.size
+# => 5+ messages
+
+# Group messages by role
+system_messages = response.prompt.messages.select { |m| m.role == :system }
+user_messages = response.prompt.messages.select { |m| m.role == :user }
+assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
+tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+
+# System message contains agent instructions
+puts system_messages.first.content
+# => "You're a support agent. Your job is to help users with their questions."
+
+# The response message is the last message in the context
+puts response.message == response.prompt.messages.last
+# => true
+```
+
+### Inspecting Tool Messages
+
+Tool messages contain the results of action calls:
+
+```ruby
+response = SupportAgent.prompt(message: "Show me a cat").generate_now
+
+tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+
+puts tool_messages.first.content
+# => Contains the cat image URL: "https://cataas.com/cat/..."
+
+# Assistant messages with requested_actions indicate tool calls
+assistant_with_actions = response.prompt.messages.find do |m|
+  m.role == :assistant && m.requested_actions&.any?
+end
+
+puts assistant_with_actions.requested_actions.first.name
+# => "get_cat_image"
+```
+
+## Understanding Message Flow
+
+### Message Roles
+
+ActiveAgent uses different message roles for conversation context:
+
+1. **System** - Agent instructions and configuration
+2. **User** - User's input messages
+3. **Assistant** - AI-generated responses
+4. **Tool** - Results from action/tool calls
+
+### Conversation Example
+
+```ruby
+response = SupportAgent.prompt(message: "Show me a cat").generate_now
+
+response.prompt.messages.each do |message|
+  puts "#{message.role}: #{message.content[0..50]}..."
+end
+
+# Output:
+# system: You're a support agent. Your job is to help...
+# user: Show me a cat
+# assistant: [tool_call: get_cat_image]
+# tool: https://cataas.com/cat/...
+# assistant: Here's a cute cat for you!
+```
+
+## Multimodal Responses
+
+### Returning Images
+
+The `get_cat_image` action demonstrates multimodal responses:
+
+```ruby
+def get_cat_image
+  prompt(
+    content_type: "image_url",  # Specify content type
+    context_id: params[:context_id]  # Maintain conversation context
+  ) do |format|
+    format.text { render plain: CatImageService.fetch_image_url }
+  end
+end
+```
+
+### Custom Content Types
+
+Support different response formats:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  def fetch_document
+    prompt(content_type: "application/pdf") do |format|
+      format.text { render plain: document_url }
+    end
+  end
+
+  def get_json_data
+    prompt(content_type: "application/json") do |format|
+      format.text { render json: { status: "success", data: fetch_data } }
+    end
+  end
+end
+```
+
+## Streaming Responses
+
+Enable streaming for real-time responses:
+
+```ruby
+prompt = SupportAgent.prompt(message: "Tell me a long story")
+
+prompt.generate_now do |chunk|
+  print chunk  # Stream each chunk as it arrives
+end
+```
+
+## Adding More Actions
+
+Extend the support agent with additional tools:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  generate_with :openai,
+    model: "gpt-4o-mini",
+    instructions: "You're a support agent. Your job is to help users."
+
+  # Look up order status
+  def check_order_status
+    @order_id = params[:order_id]
+    order = Order.find_by(id: @order_id)
+
+    prompt do |format|
+      format.text do
+        render plain: "Order ##{@order_id}: #{order.status}"
+      end
+    end
+  end
+
+  # Search knowledge base
+  def search_kb
+    @query = params[:query]
+    articles = KnowledgeBase.search(@query).limit(5)
+
+    prompt do |format|
+      format.text do
+        render plain: articles.map(&:title).join("\n")
+      end
+    end
+  end
+
+  # Get cat image
+  def get_cat_image
+    prompt(content_type: "image_url") do |format|
+      format.text { render plain: CatImageService.fetch_image_url }
+    end
+  end
+end
+```
+
+## Integration with Rails
+
+### Controller Integration
+
+Use the support agent in a controller:
+
+```ruby
+class ChatController < ApplicationController
+  def message
+    response = SupportAgent.prompt(
+      message: params[:message],
+      context_id: session[:chat_context_id]
+    ).generate_now
+
+    # Save context for multi-turn conversations
+    session[:chat_context_id] = response.prompt.id
+
+    render json: {
+      message: response.message.content,
+      context_id: response.prompt.id
+    }
+  end
+end
+```
+
+### WebSocket Integration
+
+Stream responses via WebSocket:
+
+```ruby
+class ChatChannel < ApplicationCable::Channel
+  def message(data)
+    prompt = SupportAgent.prompt(message: data["message"])
+
+    prompt.generate_now do |chunk|
+      transmit({ chunk: chunk })
+    end
+  end
+end
+```
+
+## Testing
+
+### Test Agent Behavior
+
+```ruby
+class SupportAgentTest < ActiveSupport::TestCase
+  test "agent responds to greetings" do
+    response = SupportAgent.prompt(message: "Hello").generate_now
+
+    assert response.message.content.present?
+    assert_match(/hello|hi|greet/i, response.message.content)
+  end
+
+  test "agent calls get_cat_image tool" do
+    response = SupportAgent.prompt(message: "Show me a cat").generate_now
+
+    # Check that tool was called
+    tool_messages = response.prompt.messages.select { |m| m.role == :tool }
+    assert tool_messages.any?
+
+    # Check that response mentions the cat
+    assert response.message.content.present?
+  end
+end
+```
+
+### Mock Tool Responses
+
+Mock external services in tests:
+
+```ruby
+class SupportAgentTest < ActiveSupport::TestCase
+  setup do
+    CatImageService.stub :fetch_image_url, "https://example.com/cat.jpg" do
+      @response = SupportAgent.prompt(message: "Show me a cat").generate_now
+    end
+  end
+
+  test "returns mocked cat image" do
+    tool_messages = @response.prompt.messages.select { |m| m.role == :tool }
+    assert_includes tool_messages.first.content, "example.com/cat.jpg"
+  end
+end
+```
+
+## Configuration Options
+
+### Model Selection
+
+Choose appropriate models for your use case:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  # Fast and economical for simple support
+  generate_with :openai, model: "gpt-4o-mini"
+
+  # More capable for complex queries
+  # generate_with :openai, model: "gpt-4o"
+
+  # Maximum capability for advanced support
+  # generate_with :openai, model: "gpt-5"
+end
+```
+
+### Custom Instructions
+
+Tailor agent behavior with specific instructions:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  generate_with :openai,
+    model: "gpt-4o-mini",
+    instructions: <<~INSTRUCTIONS
+      You're a technical support agent for Acme Corp.
+
+      Guidelines:
+      - Always be polite and professional
+      - Ask clarifying questions when needed
+      - Provide step-by-step solutions
+      - Escalate to human support for billing issues
+
+      Available tools:
+      - check_order_status: Look up order information
+      - search_kb: Search knowledge base
+      - get_cat_image: Send a cat image (for fun)
+    INSTRUCTIONS
+end
+```
+
+## Best Practices
+
+### Context Management
+
+Maintain conversation context across turns:
+
+```ruby
+# First message
+response1 = SupportAgent.prompt(
+  message: "I have a problem",
+  context_id: user_session_id
+).generate_now
+
+# Follow-up message uses same context
+response2 = SupportAgent.prompt(
+  message: "Can you explain more?",
+  context_id: user_session_id
+).generate_now
+
+# Both responses share the same conversation history
+```
+
+### Error Handling
+
+Handle errors gracefully:
+
+```ruby
+def check_order_status
+  @order_id = params[:order_id]
+  order = Order.find_by(id: @order_id)
+
+  prompt do |format|
+    format.text do
+      if order
+        render plain: "Order ##{@order_id}: #{order.status}"
+      else
+        render plain: "Order not found. Please check the order number."
+      end
+    end
+  end
+rescue => e
+  prompt do |format|
+    format.text do
+      render plain: "Error checking order: #{e.message}"
+    end
+  end
+end
+```
+
+### Rate Limiting
+
+Implement rate limiting for production:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  before_action :check_rate_limit
+
+  private
+
+  def check_rate_limit
+    user_id = params[:user_id]
+    key = "support_agent:#{user_id}"
+    count = Rails.cache.increment(key, 1, expires_in: 1.minute)
+
+    if count > 10
+      raise "Rate limit exceeded. Please try again later."
+    end
+  end
+end
+```
+
+## Conclusion
+
+The Support Agent provides a simple, clear example of core ActiveAgent concepts. It demonstrates how to build conversational AI agents with tool calling, message context, and multimodal responses—all while maintaining familiar Rails patterns and conventions.
diff --git a/docs/examples/translation-agent.md b/docs/examples/translation-agent.md
new file mode 100644
index 00000000..b02b3087
--- /dev/null
+++ b/docs/examples/translation-agent.md
@@ -0,0 +1,78 @@
+---
+title: Translation Agent
+---
+# {{ $frontmatter.title }}
+
+The Translation Agent demonstrates how to create specialized agents for specific tasks like language translation.
+
+## Setup
+
+Generate a translation agent:
+
+```bash
+rails generate active_agent:agent translation translate
+```
+
+## Implementation
+
+```ruby
+class TranslationAgent < ApplicationAgent
+  generate_with :openai, instructions: "Translate the given text from one language to another."
+
+  def translate
+    prompt
+  end
+end
+```
+
+## Usage Examples
+
+### Basic Translation
+
+The translation agent accepts a message and target locale:
+
+```ruby
+translate_prompt = TranslationAgent.with(
+  message: "Hi, I'm Justin",
+  locale: "japanese"
+).translate
+
+puts translate_prompt.message.content
+# => "translate: Hi, I'm Justin; to japanese"
+
+puts translate_prompt.instructions
+# => "Translate the given text from one language to another."
+```
+
+### Translation Generation
+
+Generate a translation using the configured AI provider:
+
+```ruby
+response = TranslationAgent.with(
+  message: "Hi, I'm Justin",
+  locale: "japanese"
+).translate.generate_now
+
+puts response.message.content
+# => "こんにちは、私はジャスティンです。"
+```
+
+::: details Response Example
+<!-- @include: @/parts/examples/translation-agent-test.rb-test-it-renders-a-translate-prompt-and-generates-a-translation.md -->
+:::
+
+## Key Features
+
+- **Action-based Translation**: Use the `translate` action to process translations
+- **Locale Support**: Pass target language as a parameter
+- **Prompt Templates**: Customize translation prompts through view templates
+- **Instruction Override**: Define custom translation instructions per agent
+
+## View Templates
+
+The translation agent uses view templates to format prompts:
+
+```erb
+translate: <%= params[:message] %>; to <%= params[:locale] %>
+```
diff --git a/docs/examples/web-search-agent.md b/docs/examples/web-search-agent.md
new file mode 100644
index 00000000..34c3e923
--- /dev/null
+++ b/docs/examples/web-search-agent.md
@@ -0,0 +1,335 @@
+---
+title: Web Search Agent
+---
+# {{ $frontmatter.title }}
+
+Active Agent provides web search capabilities through integration with OpenAI's search models and tools. The Web Search Agent demonstrates how to leverage both Chat Completions API (with search-preview models) and Responses API (with web_search_preview tool) for accessing real-time web information.
+
+## Overview
+
+The Web Search Agent shows two approaches to web search:
+- **Chat Completions API**: Uses special `gpt-4o-search-preview` model with built-in search
+- **Responses API**: Uses regular models with `web_search_preview` tool for more control
+
+## Features
+
+- **Current Events Search** - Search for recent news and information
+- **Configurable Context Size** - Control how much web context to include (low/medium/high)
+- **Location-Based Search** - Provide user location for localized results
+- **Multi-Tool Integration** - Combine web search with image generation and other tools
+
+## Setup
+
+Generate a web search agent:
+
+```bash
+rails generate active_agent:agent web_search search_current_events search_with_tools
+```
+
+## Agent Implementation
+
+```ruby
+# Example agent demonstrating web search capabilities
+# Works with both Chat Completions API and Responses API
+class WebSearchAgent < ApplicationAgent
+  # For Chat API, use the search-preview models
+  # For Responses API, use regular models with web_search_preview tool
+  generate_with :openai, model: "gpt-4o"
+
+  # Action for searching current events using Chat API with web search model
+  def search_current_events
+    @query = params[:query]
+    @location = params[:location]
+
+    # When using gpt-4o-search-preview model, web search is automatic
+    prompt(
+      message: @query,
+      options: chat_api_search_options
+    )
+  end
+
+  # Action for searching with Responses API (more flexible)
+  def search_with_tools
+    @query = params[:query]
+    @context_size = params[:context_size] || "medium"
+
+    prompt(
+      message: @query,
+      options: {
+        use_responses_api: true,  # Force Responses API
+        tools: [
+          {
+            type: "web_search_preview",
+            search_context_size: @context_size
+          }
+        ]
+      }
+    )
+  end
+
+  # Action that combines web search with image generation (Responses API only)
+  def research_and_visualize
+    @topic = params[:topic]
+
+    prompt(
+      message: "Research #{@topic} and create a visualization",
+      options: {
+        model: "gpt-5",  # Responses API model
+        use_responses_api: true,
+        tools: [
+          { type: "web_search_preview", search_context_size: "high" },
+          { type: "image_generation", size: "1024x1024", quality: "high" }
+        ]
+      }
+    )
+  end
+
+  private
+
+  def chat_api_search_options
+    options = {
+      model: "gpt-4o-search-preview"  # Special model for Chat API web search
+    }
+
+    # Add web_search_options for Chat API
+    if @location
+      options[:web_search] = {
+        user_location: format_location(@location)
+      }
+    else
+      options[:web_search] = {}  # Enable web search with defaults
+    end
+
+    options
+  end
+
+  def format_location(location)
+    # Format location for API
+    {
+      country: location[:country] || "US",
+      city: location[:city],
+      region: location[:region],
+      timezone: location[:timezone]
+    }.compact
+  end
+end
+```
+
+## Usage Examples
+
+### Chat API with Search Preview Model
+
+Use the Chat Completions API with the special search-preview model:
+
+```ruby
+response = WebSearchAgent.with(
+  query: "Latest developments in AI for 2025"
+).search_current_events.generate_now
+
+puts response.message.content
+# => Returns current information about AI developments
+```
+
+### Chat API with Location Context
+
+Provide location information for localized search results:
+
+```ruby
+response = WebSearchAgent.with(
+  query: "Best restaurants near me",
+  location: {
+    country: "US",
+    city: "San Francisco",
+    region: "CA"
+  }
+).search_current_events.generate_now
+
+puts response.message.content
+# => Returns San Francisco restaurant recommendations
+```
+
+### Responses API with Web Search Tool
+
+Use the Responses API for more control over search context:
+
+```ruby
+response = WebSearchAgent.with(
+  query: "Latest Ruby on Rails 8 features",
+  context_size: "high"  # Options: low, medium, high
+).search_with_tools.generate_now
+
+puts response.message.content
+# => Returns comprehensive information about Rails 8
+```
+
+### Combining Web Search with Image Generation
+
+Use multiple tools together in the Responses API:
+
+```ruby
+response = WebSearchAgent.with(
+  topic: "Climate Change Impact 2025"
+).research_and_visualize.generate_now
+
+# Response includes both research findings and generated visualizations
+puts response.message.content
+```
+
+## Configuration Options
+
+### Search Context Size
+
+Control how much web context to include:
+
+```ruby
+{
+  type: "web_search_preview",
+  search_context_size: "high"  # Options: low, medium, high
+}
+```
+
+- **low**: Minimal web context, faster responses
+- **medium**: Balanced context and speed (default)
+- **high**: Maximum web context, most comprehensive
+
+### User Location
+
+Provide location for localized results:
+
+```ruby
+{
+  web_search: {
+    user_location: {
+      country: "US",
+      city: "New York",
+      region: "NY",
+      timezone: "America/New_York"
+    }
+  }
+}
+```
+
+## API Comparison
+
+### Chat Completions API
+- Uses `gpt-4o-search-preview` model
+- Web search is automatic when model is specified
+- Location can be provided via `web_search` options
+- Simpler configuration for basic search needs
+
+### Responses API
+- Uses regular models (gpt-4o, gpt-5) with `web_search_preview` tool
+- More control over search parameters
+- Can combine with other tools (image generation, MCP, etc.)
+- Required for multi-tool workflows
+
+## Best Practices
+
+### When to Use Chat API
+- Simple web search queries
+- When you need quick current information
+- Location-based searches
+- Straightforward question-answering
+
+### When to Use Responses API
+- Combining web search with other tools
+- Need fine-grained control over search context
+- Building complex workflows
+- Integrating with MCP or custom tools
+
+### Search Query Tips
+- Be specific in your queries for better results
+- Use natural language questions
+- Specify time ranges when needed ("latest", "2025", "recent")
+- Include context for ambiguous terms
+
+## Integration with Rails
+
+Use web search in your Rails controllers:
+
+```ruby
+class SearchController < ApplicationController
+  def search
+    response = WebSearchAgent.with(
+      query: params[:q],
+      context_size: params[:detail] || "medium"
+    ).search_with_tools.generate_now
+
+    render json: {
+      query: params[:q],
+      answer: response.message.content,
+      sources: extract_sources(response)
+    }
+  end
+
+  private
+
+  def extract_sources(response)
+    # Extract citation URLs from response if available
+    response.message.content.scan(/\[(\d+)\]/).flatten
+  end
+end
+```
+
+## Provider Support
+
+Web search capabilities require OpenAI provider:
+
+```ruby
+# config/application.rb
+config.active_agent.providers = {
+  openai: {
+    api_key: ENV["OPENAI_API_KEY"]
+  }
+}
+```
+
+::: tip Model Availability
+- **Chat API Search**: Requires `gpt-4o-search-preview` or newer
+- **Responses API**: Requires `gpt-5` or compatible models
+- Check OpenAI documentation for the latest model availability
+:::
+
+## Advanced Usage
+
+### Caching Search Results
+
+Cache expensive search operations:
+
+```ruby
+class WebSearchAgent < ApplicationAgent
+  def cached_search
+    @query = params[:query]
+    cache_key = "web_search:#{Digest::MD5.hexdigest(@query)}"
+
+    Rails.cache.fetch(cache_key, expires_in: 1.hour) do
+      search_with_tools.generate_now
+    end
+  end
+end
+```
+
+### Rate Limiting
+
+Implement rate limiting for search requests:
+
+```ruby
+class WebSearchAgent < ApplicationAgent
+  before_action :check_rate_limit
+
+  private
+
+  def check_rate_limit
+    key = "search_rate:#{params[:user_id]}"
+    count = Rails.cache.increment(key, 1, expires_in: 1.hour)
+
+    if count > 100
+      raise "Rate limit exceeded"
+    end
+  end
+end
+```
+
+## Conclusion
+
+The Web Search Agent demonstrates ActiveAgent's ability to leverage OpenAI's web search capabilities for accessing real-time information. Whether using the Chat API for simplicity or the Responses API for advanced workflows, web search integration enables agents to provide current, factual information beyond their training data.
diff --git a/docs/feature-proposal-json-tool-outputs.md b/docs/feature-proposal-json-tool-outputs.md
deleted file mode 100644
index 6a8c796f..00000000
--- a/docs/feature-proposal-json-tool-outputs.md
+++ /dev/null
@@ -1,216 +0,0 @@
-# Feature Proposal: JSON Tool Outputs for Actions
-
-## Overview
-
-Currently, ActiveAgent supports JSON output through `output_schema` for generation providers, but actions that render tool JSON schemas with tool output schemas are not yet supported. This proposal outlines how this feature could work from a developer API perspective.
-
-## Current State
-
-- Actions can render prompts with various formats (text, html, json)
-- Generation providers support `output_schema` for structured JSON responses
-- Tools/functions are defined in the agent but don't have a way to specify output schemas for their JSON responses
-
-## Proposed Feature
-
-### 1. Action Definition with Tool Output Schema
-
-```ruby
-class TravelAgent < ApplicationAgent
-  # Define a tool with output schema
-  def book
-    prompt(
-      message: params[:message], 
-      content_type: :json,
-      template: "travel_agent/book",
-      tool_output_schema: {
-        type: "object",
-        properties: {
-          booking_id: { type: "string" },
-          status: { type: "string", enum: ["confirmed", "pending", "failed"] },
-          price: { type: "number" },
-          details: {
-            type: "object",
-            properties: {
-              flight: { type: "string" },
-              hotel: { type: "string" },
-              dates: {
-                type: "object",
-                properties: {
-                  check_in: { type: "string", format: "date" },
-                  check_out: { type: "string", format: "date" }
-                }
-              }
-            }
-          }
-        },
-        required: ["booking_id", "status", "price"]
-      }
-    )
-  end
-end
-```
-
-### 2. Template Support
-
-The JSON template would need to conform to the defined schema:
-
-```erb
-<%# app/views/travel_agent/book.json.erb %>
-{
-  "booking_id": "<%= @prompt.booking_id %>",
-  "status": "<%= @prompt.status %>",
-  "price": <%= @prompt.price %>,
-  "details": {
-    "flight": "<%= @prompt.flight_number %>",
-    "hotel": "<%= @prompt.hotel_name %>",
-    "dates": {
-      "check_in": "<%= @prompt.check_in_date %>",
-      "check_out": "<%= @prompt.check_out_date %>"
-    }
-  }
-}
-```
-
-### 3. ActionPrompt::Base Changes
-
-The `prompt` method in `ActionPrompt::Base` would need to be updated to:
-
-1. Accept `tool_output_schema` parameter
-2. Validate the rendered JSON against the schema
-3. Include the schema in the tool definition sent to the generation provider
-
-```ruby
-# lib/active_agent/action_prompt/base.rb
-def prompt(message: nil, context: {}, content_type: nil, template: nil, tool_output_schema: nil)
-  # ... existing code ...
-  
-  if tool_output_schema && content_type == :json
-    # Register this action as a tool with output schema
-    register_tool_with_schema(action_name, tool_output_schema)
-    
-    # Validate rendered output against schema
-    validate_json_output(rendered_content, tool_output_schema)
-  end
-  
-  # ... rest of implementation ...
-end
-```
-
-### 4. Tool Registration
-
-Tools would be automatically registered with their schemas:
-
-```ruby
-class ApplicationAgent < ActiveAgent::Base
-  def self.tools
-    @tools ||= actions.map do |action|
-      if action.tool_output_schema
-        {
-          type: "function",
-          function: {
-            name: action.name,
-            description: action.description,
-            parameters: action.input_schema,
-            output: action.tool_output_schema  # New field
-          }
-        }
-      else
-        # Existing tool definition without output schema
-      end
-    end
-  end
-end
-```
-
-## Benefits
-
-1. **Type Safety**: Ensures tool outputs conform to expected schemas
-2. **Better AI Integration**: Generation providers can understand what format to expect from tools
-3. **Developer Experience**: Clear contract for what each tool returns
-4. **Documentation**: Tool output schemas serve as documentation
-
-## Implementation Considerations
-
-1. **Schema Validation**: Need to add JSON Schema validation for tool outputs
-2. **Error Handling**: What happens when output doesn't match schema?
-3. **Backwards Compatibility**: Ensure existing tools without output schemas continue to work
-4. **Generation Provider Support**: Different providers may handle tool output schemas differently
-
-## Example Use Cases
-
-### 1. E-commerce Order Processing
-```ruby
-def process_order
-  prompt(
-    message: params[:order_details],
-    content_type: :json,
-    tool_output_schema: {
-      type: "object",
-      properties: {
-        order_id: { type: "string" },
-        total: { type: "number" },
-        items: {
-          type: "array",
-          items: {
-            type: "object",
-            properties: {
-              sku: { type: "string" },
-              quantity: { type: "integer" },
-              price: { type: "number" }
-            }
-          }
-        }
-      }
-    }
-  )
-end
-```
-
-### 2. Data Analysis Results
-```ruby
-def analyze_data
-  prompt(
-    message: params[:query],
-    content_type: :json,
-    tool_output_schema: {
-      type: "object",
-      properties: {
-        summary: { type: "string" },
-        metrics: {
-          type: "object",
-          properties: {
-            mean: { type: "number" },
-            median: { type: "number" },
-            std_dev: { type: "number" }
-          }
-        },
-        chart_data: {
-          type: "array",
-          items: {
-            type: "object",
-            properties: {
-              x: { type: "number" },
-              y: { type: "number" }
-            }
-          }
-        }
-      }
-    }
-  )
-end
-```
-
-## Next Steps
-
-1. Prototype the changes to `ActionPrompt::Base`
-2. Add JSON Schema validation library dependency
-3. Update generation provider integrations to support tool output schemas
-4. Create comprehensive test suite
-5. Update documentation and examples
-
-## Questions for Discussion
-
-1. Should we enforce schema validation or make it optional?
-2. How should we handle schema validation errors during development vs production?
-3. Should tool output schemas be defined at the class level or action level?
-4. Do we need to support schema references ($ref) for complex schemas?
\ No newline at end of file
diff --git a/docs/framework.md b/docs/framework.md
new file mode 100644
index 00000000..597d920a
--- /dev/null
+++ b/docs/framework.md
@@ -0,0 +1,154 @@
+---
+title: Active Agent
+---
+# {{ $frontmatter.title }}
+
+ActiveAgent extends Rails MVC to AI interactions. Build intelligent agents using familiar patterns—controllers, actions, callbacks, and views.
+
+## Quick Example
+
+::: code-group
+<<< @/../test/docs/framework_examples_test.rb#quick_example_support_agent{ruby:line-numbers} [support_agent.rb]
+<<< @/../test/dummy/app/views/agents/framework_examples_test/quick_example_test/support/instructions.md.erb{md:line-numbers} [support_agent/instructions.md.erb]
+:::
+
+**Usage:**
+
+<<< @/../test/docs/framework_examples_test.rb#quick_example_support_agent_usage{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/framework-examples-test.rb-test-quick-example-support-agent-usage.md -->
+:::
+
+## Agent Oriented Programming
+
+ActiveAgent applies Agent Oriented Programming (AOP) to Rails—a paradigm where agents are the primary building blocks. Agents combine behavior (instructions), state (context), and capabilities (tools) into autonomous components.
+
+**Programming Paradigm Shift:**
+
+| Concept | Object-Oriented | Agent-Oriented |
+|---------|----------------|----------------|
+| **Unit** | Object | Agent |
+| **Parameters** | message, args, block | prompt, context, tools |
+| **Computation** | method, send, return | perform, generate, response |
+| **State** | instance variables | prompt context |
+| **Flow** | method calls | prompt-response cycles |
+| **Constraints** | coded logic | written instructions |
+
+Write instructions instead of algorithms. Define context instead of managing state. Coordinate through prompts instead of method chains.
+
+## Understanding Agents
+
+Agents mirror how users interact with systems—they have identity, behavior, and goals:
+
+| Aspect | User | Agent |
+|--------|------|-------|
+| **Who** | Persona | Archetype |
+| **Behavior** | Stories | Instructions |
+| **State** | Scenario | Context |
+| **What** | Objective | Goal |
+| **How** | Actions | Tools |
+
+When you define an agent, you create a specialized participant that interacts with your application through prompts, maintains conversation context, and uses tools to accomplish objectives.
+
+## Core Architecture
+
+![ActiveAgent-Controllers](https://github.com/user-attachments/assets/70d90cd1-607b-40ab-9acf-c48cc72af65e)
+
+**Three Key Objects:**
+
+- **Agent** (Controller) - Manages lifecycle, defines actions, configures providers
+- **Generation** (Request Proxy) - Coordinates execution, holds configuration, provides synchronous/async methods. Created by invocation, it's lazy—execution doesn't start until you call `.generate_now`, `.embed_now`, or `.generate_later`.
+- **Response** (Result) - Contains messages, metadata, token usage, and parsed output. Returned after Generation executes.
+
+**Request-Response Lifecycle:**
+
+1. **Invocation** → Generation object created with parameters
+2. **Callbacks** → `before_generation` hooks execute
+3. **Action** → Agent method called (optional for direct invocations)
+4. **Prompt/Embed** → `prompt()` or `embed()` configures request context
+5. **Template** → ERB view renders (if template exists)
+6. **Request** → Provider request built with messages, tools, options
+7. **Execution** → API called (with streaming/tool execution if configured)
+8. **Processing** → Response parsed, messages extracted
+9. **Callbacks** → `after_generation` hooks execute
+10. **Return** → Response object with message and metadata
+
+**Three Invocation Patterns:**
+
+<<< @/../test/docs/framework_examples_test.rb#invocation_pattern_direct{ruby:line-numbers}
+<<< @/../test/docs/framework_examples_test.rb#invocation_pattern_parameterized{ruby:line-numbers}
+<<< @/../test/docs/framework_examples_test.rb#invocation_pattern_action_based{ruby:line-numbers}
+
+See [Generation](/agents/generation) for complete execution details.
+
+## MVC Mapping
+
+ActiveAgent maps Rails MVC patterns to AI interactions:
+
+### Model: Prompt Interface
+
+The **prompt** and **embed** interfaces are runtime configuration objects built inside agent actions. Calling `prompt(message: "...", tools: [...])` or `embed(input: "...")` returns a Generation object configured with messages, tools, response_format, temperature, and other parameters that define the AI request.
+
+Use these methods in your action methods to build the request context before execution. See [Messages](/actions/messages) for complete details.
+
+### View: Message Templates
+
+**ERB templates** render instructions, messages, and schemas for AI requests. Templates are optional—you can pass strings or hashes directly.
+
+- **Instructions** - System prompts that guide agent behavior (`.text.erb`, `.md.erb`)
+- **Messages** - User/assistant conversation content (`.text.erb`, `.md.erb`, `.html.erb`)
+- **Schemas** - JSON response format definitions (`.json`)
+
+See [Instructions](/agents/instructions), [Messages](/actions/messages), and [Structured Output](/actions/structured_output) for template patterns.
+
+### Controller: Agents
+
+**Agents** are controllers with actions (public methods), callbacks (`before_generation`, `after_generation`), and provider configuration (`generate_with`, `embed_with`).
+
+Actions call `prompt()` or `embed()` to configure requests. Callbacks manage context and side effects. Configuration sets defaults for model, temperature, and other options. See [Agents](/agents) for complete patterns.
+
+## Integration Points
+
+ActiveAgent integrates with Rails features and AI capabilities:
+
+- **[Providers](/providers)** - Swap AI services (OpenAI, Anthropic, Ollama, OpenRouter)
+- **[Instructions](/agents/instructions)** - System prompts from templates or strings
+- **[Callbacks](/agents/callbacks)** - Lifecycle hooks for context and logging
+- **[Tools](/actions/tools)** - Agent methods as AI-callable functions
+- **[Structured Output](/actions/structured_output)** - JSON schemas for response format
+- **[Streaming](/agents/streaming)** - Real-time response updates
+- **[Messages](/actions/messages)** - Multimodal conversation context
+- **[Embeddings](/actions/embeddings)** - Vector generation for semantic search
+
+## Next Steps
+
+**Start Here:**
+- **[Getting Started](/getting-started)** - Build your first agent (step-by-step tutorial)
+- **[Agents](/agents)** - Deep dive into agent patterns and lifecycle
+- **[Actions](/actions)** - Define capabilities with messages, tools, and schemas
+
+**Core Features:**
+- [Generation](/agents/generation) - Synchronous and asynchronous execution
+- [Instructions](/agents/instructions) - System prompts and behavior guidance
+- [Messages](/actions/messages) - Conversation context with multimodal support
+- [Providers](/providers) - OpenAI, Anthropic, Ollama, OpenRouter configuration
+
+**Advanced:**
+- [Tools](/actions/tools) - AI-callable Ruby methods and MCP integration
+- [Structured Output](/actions/structured_output) - JSON schemas and validation
+- [Streaming](/agents/streaming) - Real-time response updates
+- [Callbacks](/agents/callbacks) - Lifecycle hooks and event handling
+- [Testing](/framework/testing) - Test agents with fixtures and VCR
+
+**Rails Integration:**
+- [Configuration](/framework/configuration) - Environment-specific settings
+- [Instrumentation](/framework/instrumentation) - Logging and monitoring
+- [Rails Integration](/framework/rails-integration) - ActionCable, ActiveJob, and more
+
+**Examples:**
+- [Data Extraction](/examples/data-extraction-agent) - Parse structured data from documents
+- [Translation](/examples/translation-agent) - Multi-step translation workflows
+- [Travel Agent](/examples/travel-agent) - Tool use and multi-turn conversations
+- [Browser Use](/examples/browser-use-agent) - Web scraping with AI
+
diff --git a/docs/framework/configuration.md b/docs/framework/configuration.md
new file mode 100644
index 00000000..cd3b57ce
--- /dev/null
+++ b/docs/framework/configuration.md
@@ -0,0 +1,328 @@
+# Configuration
+
+ActiveAgent provides flexible configuration options for both framework-level settings and provider-specific configurations. Configure global behavior like retry strategies and logging, or define multiple AI providers with environment-specific settings.
+
+## Global Settings
+
+Configure framework-level behavior using `ActiveAgent.configure`:
+
+```ruby
+ActiveAgent.configure do |config|
+  # Retry configuration (see Retries documentation for details)
+  config.retries = true
+  config.retries_count = 3
+
+  # Logging (non-Rails only)
+  config.logger = Logger.new(STDOUT)
+  config.logger.level = Logger::INFO
+end
+```
+
+### Reference
+
+| Setting | Type | Default | Description |
+|---------|------|---------|-------------|
+| `retries` | Boolean, Proc | `true` | Retry strategy for failed requests |
+| `retries_count` | Integer | `3` | Maximum retry attempts |
+| `retries_on` | Array\<Class\> | Network errors | Exception classes that trigger retries |
+| `logger` | Logger | `Rails.logger` | Logger instance (Rails auto-configured) |
+
+
+## Flow and Precedence
+
+ActiveAgent applies configuration settings in a hierarchical order, where each level can override the previous one. Understanding this flow helps you control exactly how your agents behave at different stages.
+
+### Configuration Hierarchy
+
+Settings are applied in the following order, from lowest to highest precedence:
+
+1. **Global Root Settings** - Base configuration defined in your YAML file or set on the configuration object
+2. **Environment-Specific Settings** - Override root settings based on the current environment (development, test, production)
+3. **Agent-Level Settings** - Configuration provided to `generate_with` or `embed_with` in your agent class
+4. **Request-Level Settings** - Settings passed when calling `prompt`, `embed`, or `generate_with` on an instance
+5. **Generation Call** - Final settings applied at the moment `generate_now` or `embed_now` is triggered
+
+Each level overrides only the specific settings it defines, leaving others unchanged from previous levels.
+
+### Configuration Flow Example
+
+```yaml
+# config/active_agent.yml
+# 1. Global root settings
+openai: &openai
+  service: "OpenAI"
+  access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+  model: "gpt-4o"
+  temperature: 0.5
+
+# 2. Environment-specific overrides
+development:
+  openai:
+    <<: *openai
+    model: "gpt-4o-mini"      # Overrides model for development
+    temperature: 0.7           # Overrides temperature for development
+```
+
+```ruby
+# 3. Agent-level configuration
+class MyAgent < ApplicationAgent
+  generate_with :openai, temperature: 0.8  # Overrides temperature from YAML
+end
+
+# 4. Request-level configuration
+agent = MyAgent.with(message: "Hello")
+  .prompt_context
+  .generate_with(:openai, model: "gpt-4o", max_tokens: 1000)  # Overrides model, adds max_tokens
+
+# 5. Generation triggered
+result = agent.generate_now  # Uses: openai service, gpt-4o model, 0.8 temperature, 1000 max_tokens
+```
+
+### Precedence in Action
+
+Given the example above, here's how settings are resolved:
+
+| Setting | Root | Environment | Agent Class | Request | Final Value |
+|---------|------|-------------|-------------|---------|-------------|
+| `service` | `"OpenAI"` | - | - | `"OpenAI"` | `"OpenAI"` |
+| `model` | `"gpt-4o"` | `"gpt-4o-mini"` | - | `"gpt-4o"` | `"gpt-4o"` |
+| `temperature` | `0.5` | `0.7` | `0.8` | - | `0.8` |
+| `max_tokens` | - | - | - | `1000` | `1000` |
+| `access_token` | `"sk-..."` | - | - | - | `"sk-..."` |
+
+### Practical Applications
+
+**Development vs Production Models:**
+```yaml
+openai: &openai
+  service: "OpenAI"
+  access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+  model: "gpt-4o"
+
+development:
+  openai:
+    <<: *openai
+    model: "gpt-4o-mini"  # Cheaper for development
+
+production:
+  openai:
+    <<: *openai
+    model: "gpt-4o"  # Full capability for production
+```
+
+**Agent-Specific Defaults:**
+```ruby
+class CreativeAgent < ApplicationAgent
+  generate_with :openai, temperature: 0.9  # High creativity by default
+end
+
+class PreciseAgent < ApplicationAgent
+  generate_with :openai, temperature: 0.2  # Low temperature for consistency
+end
+```
+
+**Request-Level Overrides:**
+```ruby
+class CreativeAgent < ApplicationAgent
+  generate_with :openai, temperature: 0.9  # High creativity by default
+
+  # Low temperature takes effect
+  def imagine
+    prompt(temperature: 0.3)
+  end
+end
+```
+
+### Key Principles
+
+- **Explicit overrides implicit** - Specifically set values always win over inherited ones
+- **Closer to execution wins** - Settings applied closer to `generate_now` take precedence
+- **Partial overrides** - You only need to specify the settings you want to change
+- **Environment awareness** - Environment-specific settings automatically apply without code changes
+
+## Providers
+
+### YAML Configuration File
+
+The recommended way to configure providers is using a YAML file with environment-specific sections. This approach keeps API keys secure, supports multiple providers, and allows different settings per environment.
+
+Create `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#config_anchors {yaml:line-numbers}
+
+<<< @/../test/dummy/config/active_agent.yml#config_development {yaml:line-numbers}
+
+**Key features:**
+- **YAML anchors** (`&openai`, `*openai`) - Reuse common configuration blocks
+- **ERB templates** - Access Rails credentials and environment variables
+- **Environment sections** - Different settings for development, test, production
+- **Provider-specific settings** - Configure API keys, models, temperatures, etc.
+
+### Loading Configuration
+
+Load the YAML configuration in your Rails initializer:
+
+```ruby
+# config/initializers/activeagent.rb
+ActiveAgent.configuration_load(Rails.root.join("config/active_agent.yml"))
+```
+
+The Railtie automatically loads `config/active_agent.yml` if it exists, so you typically don't need to do this manually in Rails applications.
+
+### Storing API Keys
+
+**Best practice:** Store API keys in Rails credentials, not directly in YAML files.
+
+```bash
+# Edit credentials
+rails credentials:edit
+
+# Add provider keys
+openai:
+  access_token: sk-...
+
+anthropic:
+  access_token: sk-ant-...
+
+open_router:
+  access_token: sk-or-...
+```
+
+Reference in `active_agent.yml`:
+
+```yaml
+openai: &openai
+  service: "OpenAI"
+  access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+```
+
+### Reference
+
+Common settings available across all providers:
+
+| Setting | Type | Required | Description |
+|---------|------|----------|-------------|
+| `service` | String | Yes | Provider class name (OpenAI, Anthropic, OpenRouter, Ollama, Mock) |
+| `access_token` / `api_key` | String | Yes* | API authentication key |
+| `model` | String | Yes* | Model identifier for the LLM to use |
+| `temperature` | Float | No | Randomness control (0.0-2.0, default varies by provider) |
+| `max_tokens` | Integer | No | Maximum tokens in response |
+
+\* Required by most providers. Some providers like Ollama may not require authentication for local instances, and may have default models configured.
+
+**Provider-specific settings:** Each provider supports additional configuration options beyond these common settings. For complete details on available settings, environment variables, and provider-specific features, see:
+
+- **[Anthropic Provider](/providers/anthropic)** - Beta headers, base URL, retry configuration, etc.
+- **[Ollama Provider](/providers/ollama)** - Host configuration for local instances
+- **[OpenAI Provider](/providers/open_ai)** - Organization ID, request timeout, admin token, etc.
+- **[OpenRouter Provider](/providers/open_router)** - App name, site URL, provider preferences, etc.
+- **[Mock Provider](/providers/mock)** - Testing-specific options
+
+### Using Configured Providers
+
+Once configured, reference providers by name in your agents:
+
+```ruby
+class MyAgent < ApplicationAgent
+  generate_with :openai  # Uses settings from config/active_agent.yml
+end
+```
+
+### Multiple Provider Instances
+
+Configure multiple instances of the same provider with different settings:
+
+```yaml
+development:
+  openai_fast:
+    service: "OpenAI"
+    access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+    model: "gpt-4o-mini"
+    temperature: 0.7
+
+  openai_precise:
+    service: "OpenAI"
+    access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+    model: "gpt-4o"
+    temperature: 0.3
+```
+
+Use in agents:
+
+```ruby
+class FastAgent < ApplicationAgent
+  generate_with :openai_fast
+end
+
+class PreciseAgent < ApplicationAgent
+  generate_with :openai_precise
+end
+```
+
+## Retrys
+
+ActiveAgent automatically retries failed requests due to network errors. Configure retry behavior globally or provide custom retry strategies.
+
+**Quick configuration:**
+
+```ruby
+# Enable/disable retries
+config.retries = true           # Enable automatic retries (default)
+config.retries = false          # Disable all retries
+
+# Adjust retry count
+config.retries_count = 5        # Maximum retry attempts (default: 3)
+
+# Add custom exception classes
+config.retries_on << CustomNetworkError
+```
+
+For advanced retry configuration including exponential backoff, custom strategies, rate limiting, and per-provider settings, see **[Retries](/framework/retries)**.
+
+## Logging
+
+### Rails Applications
+
+In Rails, ActiveAgent automatically inherits logging settings from your Rails application:
+
+- **Logger**: Uses `Rails.logger` by default
+- **Log level**: Inherits from `Rails.logger.level`
+
+Configure in your environment files:
+
+```ruby
+# config/environments/development.rb
+config.log_level = :debug
+
+# config/environments/production.rb
+config.log_level = :info
+```
+
+### Non-Rails Applications
+
+For standalone Ruby applications, configure logging manually:
+
+```ruby
+ActiveAgent.configure do |config|
+  # Set up logger
+  config.logger = Logger.new(STDOUT)
+  config.logger.level = Logger::INFO
+end
+```
+
+**Log levels:**
+- `DEBUG` - All instrumentation events with full detail
+- `INFO` - Important operations (API calls, completions)
+- `WARN` - Errors and retries only
+- `ERROR` - Only failures
+- `FATAL` - Disable instrumentation logging
+
+See [Instrumentation](/framework/instrumentation) for detailed logging and monitoring options.
+
+## Related Documentation
+
+- **[Retries](/framework/retries)** - Retry strategies, custom retry logic, and error handling
+- **[Instrumentation](/framework/instrumentation)** - Logging, monitoring, and event tracking
+- **[Providers](/framework/providers)** - Provider-specific features and behavior
+- **[Rails Integration](/framework/rails-integration)** - Rails-specific configuration and setup
+- **[Testing](/framework/testing)** - Test configuration and mock providers
diff --git a/docs/framework/instrumentation.md b/docs/framework/instrumentation.md
new file mode 100644
index 00000000..80b96414
--- /dev/null
+++ b/docs/framework/instrumentation.md
@@ -0,0 +1,266 @@
+# Instrumentation and Logging
+
+ActiveAgent instruments all provider operations using `ActiveSupport::Notifications`, enabling detailed monitoring, logging, and custom event handling. Track performance metrics, debug generation flows, and integrate with external monitoring services.
+
+::: warning Beta Feature
+This instrumentation API is in beta and may change with Rails 8.1. Event names, payload structures, and subscriber interfaces could be updated as Rails evolves its instrumentation and events patterns.
+:::
+
+## Available Events
+
+ActiveAgent publishes instrumentation events throughout the generation lifecycle. Subscribe to these events to monitor operations, track performance, and handle errors:
+
+### Provider Events
+
+| Event | When Triggered | Description |
+|-------|----------------|-------------|
+| `prompt_start.provider.active_agent` | Before prompt request | Prompt generation initiated |
+| `embed_start.provider.active_agent` | Before embedding request | Embedding generation initiated |
+| `request_prepared.provider.active_agent` | After request built | Request prepared with formatted messages |
+| `api_call.provider.active_agent` | After API response | Provider API call completed |
+| `embed_call.provider.active_agent` | After embedding API response | Embedding API call completed |
+| `prompt_complete.provider.active_agent` | After full generation | Entire generation cycle finished |
+
+### Streaming Events
+
+| Event | When Triggered | Description |
+|-------|----------------|-------------|
+| `stream_open.provider.active_agent` | Stream connection starts | Streaming connection opened |
+| `stream_close.provider.active_agent` | Stream connection ends | Streaming connection closed |
+
+### Processing Events
+
+| Event | When Triggered | Description |
+|-------|----------------|-------------|
+| `messages_extracted.provider.active_agent` | After parsing response | Messages extracted from API response |
+| `tool_calls_processing.provider.active_agent` | Before executing tools | Tool/function calls detected and processing |
+| `multi_turn_continue.provider.active_agent` | After tool execution | Continuing conversation after tool use |
+| `tool_execute.provider.active_agent` | During tool execution | Individual tool being executed |
+
+### Error Events
+
+| Event | When Triggered | Description |
+|-------|----------------|-------------|
+| `retry_attempt.provider.active_agent` | After failed request | Retry attempt after error |
+| `retry_exhausted.provider.active_agent` | After max retries | All retry attempts exhausted |
+
+### Agent Events
+
+| Event | When Triggered | Description |
+|-------|----------------|-------------|
+| `process.active_agent` | During agent action | Agent action processing |
+
+
+## Built-in Log Subscriber
+
+ActiveAgent includes a `LogSubscriber` that automatically logs all provider operations at the `debug` level when Rails loads:
+
+<<< @/../lib/active_agent/providers/log_subscriber.rb#log_subscriber_attach {ruby:line-numbers}
+
+Logs include trace IDs for tracking related operations, provider names, timing information, and operation details.
+
+**Example log output:**
+```
+[trace-123] [ActiveAgent] [OpenAI::Responses] Starting prompt request
+[trace-123] [ActiveAgent] [OpenAI::Responses] Prepared request with 2 message(s)
+[trace-123] [ActiveAgent] [OpenAI::Responses] API call completed in 543.2ms (streaming: false)
+[trace-123] [ActiveAgent] [OpenAI::Responses] Prompt completed with 3 message(s) in stack (total: 567.1ms)
+```
+
+### Controlling Log Verbosity
+
+By default, ActiveAgent automatically inherits the logger and log level settings from your Rails application via the Railtie. This means instrumentation logging respects your Rails environment configuration without additional setup.
+
+If you're not using Rails, see the [Configuration](/framework/configuration) documentation for details on configuring logging behavior.
+
+**Log Level Guidance:**
+
+- **`DEBUG`** - All events logged with full detail (development default)
+- **`INFO`** - Important operations like API calls and completions (production default)
+- **`WARN`** - Only errors and retries (quiet production)
+- **`ERROR`** - Only failures (minimal logging)
+- **`FATAL`** - Disable instrumentation logging entirely
+
+## Custom Event Subscribers
+
+Subscribe to specific events or all ActiveAgent events for monitoring, metrics collection, debugging, and integration with external services.
+
+### Basic Subscription
+
+```ruby
+# Subscribe to a specific event
+ActiveSupport::Notifications.subscribe("api_call.provider.active_agent") do |event|
+  duration = event.duration
+  provider = event.payload[:provider_module]
+  trace_id = event.payload[:trace_id]
+
+  # Your custom handling
+  Rails.logger.info "AI API call: #{provider} completed in #{duration}ms (trace: #{trace_id})"
+end
+
+# Subscribe to all ActiveAgent events
+ActiveSupport::Notifications.subscribe(/active_agent/) do |name, start, finish, id, payload|
+  duration = (finish - start) * 1000
+  Rails.logger.debug "Event: #{name} (#{duration.round(1)}ms)"
+end
+```
+
+### Event Payload Data
+
+Each event includes contextual data in the payload hash. Common fields across events:
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `trace_id` | String | Unique identifier for tracking related operations across the request lifecycle (optionally set when prompting) |
+| `provider_module` | String | Provider class handling the request (e.g., `"OpenAI::Responses"`) |
+| `message_count` | Integer | Number of messages in the context (varies by event) |
+| `streaming` | Boolean | Whether streaming is enabled for this request |
+| `tool_count` | Integer | Number of tool calls being processed (tool events only) |
+| `usage` | Hash | Token usage information from provider response |
+| `attempt` | Integer | Current retry attempt number (retry events only) |
+| `max_retries` | Integer | Maximum retry attempts configured (retry events only) |
+| `exception` | String | Exception class name (error events only) |
+
+Access duration via `event.duration` (in milliseconds).
+
+### Common Use Cases
+
+**Performance Monitoring:**
+
+Track slow API calls and alert when thresholds are exceeded:
+
+```ruby
+ActiveSupport::Notifications.subscribe("api_call.provider.active_agent") do |event|
+  if event.duration > 5000
+    SlackNotifier.alert(
+      "Slow AI API call: #{event.duration}ms",
+      provider: event.payload[:provider_module],
+      trace_id: event.payload[:trace_id]
+    )
+  end
+end
+```
+
+**Cost Tracking:**
+
+Monitor token usage and calculate costs by provider:
+
+```ruby
+ActiveSupport::Notifications.subscribe("prompt_complete.provider.active_agent") do |event|
+  usage = event.payload[:usage]
+  next unless usage
+
+  CostTracker.record(
+    provider: event.payload[:provider_module],
+    prompt_tokens: usage[:prompt_tokens],
+    completion_tokens: usage[:completion_tokens],
+    total_tokens: usage[:total_tokens],
+    trace_id: event.payload[:trace_id]
+  )
+end
+```
+
+**Error Tracking:**
+
+Capture failures and send to error monitoring service:
+
+```ruby
+ActiveSupport::Notifications.subscribe("retry_exhausted.provider.active_agent") do |event|
+  Sentry.capture_message(
+    "AI request failed after #{event.payload[:max_retries]} retries",
+    level: :error,
+    extra: {
+      trace_id: event.payload[:trace_id],
+      provider: event.payload[:provider_module],
+      exception: event.payload[:exception]
+    }
+  )
+end
+```
+
+**Tool Usage Analytics:**
+
+Track which tools are being called and how often:
+
+```ruby
+ActiveSupport::Notifications.subscribe("tool_execute.provider.active_agent") do |event|
+  Analytics.increment(
+    "agent.tool_usage",
+    tags: {
+      tool_name: event.payload[:tool_name],
+      agent_class: event.payload[:agent_class]
+    }
+  )
+end
+```
+
+## Custom Log Subscriber
+
+Create a custom log subscriber to control formatting, verbosity, and output destinations:
+
+```ruby
+# config/initializers/active_agent_logging.rb
+class CustomAgentLogger < ActiveAgent::LogSubscriber
+  def api_call(event)
+    return unless logger.info? # Only log at info level or higher
+
+    duration = event.duration.round(1)
+    provider = event.payload[:provider_module]
+
+    info "🤖 #{provider} API call: #{duration}ms"
+  end
+
+  def prompt_complete(event)
+    return unless logger.info?
+
+    message_count = event.payload[:message_count]
+    duration = event.duration.round(1)
+
+    info "✅ Prompt completed: #{message_count} messages in #{duration}ms"
+  end
+
+  def tool_execute(event)
+    return unless logger.debug?
+
+    tool_name = event.payload[:tool_name]
+    debug "🔧 Tool executed: #{tool_name}"
+  end
+
+  def retry_attempt(event)
+    attempt = event.payload[:attempt]
+    max_retries = event.payload[:max_retries]
+    exception = event.payload[:exception]
+
+    warn "⚠️  Retry attempt #{attempt}/#{max_retries} (#{exception})"
+  end
+end
+
+# Replace the default subscriber
+ActiveAgent::LogSubscriber.detach_from :active_agent
+CustomAgentLogger.attach_to :active_agent
+```
+
+## Common Debugging Scenarios
+
+**Slow generation:**
+1. Check `api_call` event duration
+2. Look for multiple `tool_execute` events (multi-turn overhead)
+3. Check `message_count` in `request_prepared` (large context)
+
+**Tool execution issues:**
+1. Enable debug logging to see `tool_execute` events
+2. Check `tool_calls_processing` for tool count
+3. Look for `multi_turn_continue` to verify conversation flow
+
+**Retry behavior:**
+1. Watch for `retry_attempt` events with backoff times
+2. Check `retry_exhausted` for ultimate failures
+3. Review exception types in retry payloads
+
+## Related Documentation
+
+- **[Agents](/framework/agents)** - Learn about agent lifecycle, callbacks, and the generation cycle
+- **[Callbacks](/agents/callbacks)** - Understand callback hooks like `before_generation` and `after_generation`
+- **[Providers](/framework/providers)** - Explore provider-specific behavior and configuration
+- **[Testing](/framework/testing)** - Test agents and instrumentation in your test suite
+- **[Configuration](/framework/rails-integration)** - Configure instrumentation behavior across environments
diff --git a/docs/framework/rails.md b/docs/framework/rails.md
new file mode 100644
index 00000000..f0f0819e
--- /dev/null
+++ b/docs/framework/rails.md
@@ -0,0 +1,212 @@
+---
+title: Rails Integration
+---
+# {{ $frontmatter.title }}
+
+## Installation
+
+Install ActiveAgent in your Rails application:
+
+```bash
+rails generate active_agent:install
+```
+
+Creates:
+- `config/active_agent.yml` - Provider configuration
+- `app/agents/application_agent.rb` - Base agent class
+
+Skip configuration file creation:
+
+```bash
+rails generate active_agent:install --skip-config
+```
+
+## Configuration
+
+### Automatic Loading
+
+ActiveAgent's Railtie automatically loads `config/active_agent.yml` when your Rails app starts. No manual initialization required.
+
+```yaml
+# config/active_agent.yml
+openai: &openai
+  service: "OpenAI"
+  access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+  model: "gpt-4o"
+
+development:
+  openai:
+    <<: *openai
+    model: "gpt-4o-mini"  # Cheaper model for development
+
+production:
+  openai:
+    <<: *openai
+```
+
+See [Configuration](/framework/configuration) for details on provider setup and configuration hierarchy.
+
+### Logger
+
+ActiveAgent inherits `Rails.logger` automatically:
+
+```ruby
+# config/environments/development.rb
+config.log_level = :debug  # Show all ActiveAgent instrumentation events
+
+# config/environments/production.rb
+config.log_level = :info   # Only important operations
+```
+
+See [Instrumentation](/framework/instrumentation) for event monitoring and custom logging.
+
+## Generators
+
+### Creating Agents
+
+Generate an agent with actions:
+
+```bash
+rails generate active_agent:agent support respond
+```
+
+Creates:
+```
+app/agents/support_agent.rb
+app/views/agents/support/instructions.md.erb
+app/views/agents/support/respond.md.erb
+test/docs/support_agent_test.rb
+```
+
+Multiple actions:
+
+```bash
+rails generate active_agent:agent inventory search update delete
+```
+
+Namespaced agents:
+
+```bash
+rails generate active_agent:agent admin/user create
+```
+
+### Template Formats
+
+Default markdown format:
+
+```bash
+rails generate active_agent:agent support respond
+# Creates: respond.md.erb
+```
+
+Text format:
+
+```bash
+rails generate active_agent:agent support respond --format=text
+# Creates: respond.text.erb
+```
+
+### JSON Response Formats
+
+Generate with JSON schema validation:
+
+```bash
+rails generate active_agent:agent data parse --json-schema
+```
+
+Creates:
+```ruby
+# app/agents/data_agent.rb
+class DataAgent < ApplicationAgent
+  def parse
+    prompt(params[:message], response_format: :json_schema)
+  end
+end
+```
+
+And generates schema file:
+```
+app/views/agents/data/parse.schema.json
+```
+
+JSON object without schema validation:
+
+```bash
+rails generate active_agent:agent data parse --json-object
+```
+
+Creates agent with `response_format: :json_object` but no schema file.
+
+## Background Jobs
+
+### Active Job Integration
+
+Queue generations for background processing with any Active Job backend (Sidekiq, Resque, etc.):
+
+```ruby
+class SupportAgent < ApplicationAgent
+  generate_with :openai
+
+  def respond
+    prompt message: params[:message]
+  end
+end
+
+# Queue for background processing
+SupportAgent.with(message: "Help!").respond.generate_later(queue: :agents)
+```
+
+### Custom Queue Configuration
+
+```ruby
+class PriorityAgent < ApplicationAgent
+  self.generate_later_queue_name = :high_priority
+end
+```
+
+Configure your Active Job adapter in `config/application.rb`:
+
+```ruby
+config.active_job.queue_adapter = :sidekiq
+```
+
+## Controllers
+
+Integrate agents into controllers for user-facing features:
+
+```ruby
+class ChatController < ApplicationController
+  def create
+    generation = ChatAgent
+      .with(message: params[:message], user_id: current_user.id)
+      .respond
+      .generate_later
+
+    render json: { status: "processing" }
+  end
+end
+```
+
+## Models and Services
+
+Call agents from existing business logic:
+
+```ruby
+class Document < ApplicationRecord
+  after_create :extract_metadata
+
+  private
+
+  def extract_metadata
+    DataExtractionAgent
+      .with(content: body, document_id: id)
+      .extract
+      .generate_later
+  end
+end
+```
+
+## Related Documentation
+
+- **[Configuration](/framework/configuration)** - Environment-specific settings and YAML configuration
+- **[Instrumentation](/framework/instrumentation)** - Rails.logger integration and event monitoring
diff --git a/docs/framework/retries.md b/docs/framework/retries.md
new file mode 100644
index 00000000..8325f60a
--- /dev/null
+++ b/docs/framework/retries.md
@@ -0,0 +1,194 @@
+# Retries
+
+LLM service APIs are inherently unstable, with requests frequently failing due to rate limits, temporary outages, network issues, and other transient errors. To handle this reality, ActiveAgent includes a basic built-in retry system that automatically retries failed requests.
+
+**Important:** The built-in retry system is designed for development and light usage. For production environments, you should implement a custom retry strategy using a library like [Retriable](https://github.com/kamui/retriable) or [Sidekiq's retry mechanism](https://github.com/sidekiq/sidekiq/wiki/Error-Handling) that provides exponential backoff, jitter, and sophisticated retry policies.
+
+## Default Retry Behavior
+
+By default, ActiveAgent automatically retries failed requests up to 3 times when network errors occur.
+
+**When retries trigger:**
+- Network timeouts and connection errors
+- Socket errors and DNS failures
+- Any exception class listed in `retries_on`
+
+**Retry behavior:**
+- Retries are automatic and transparent
+- Exponential backoff: 1s, 2s, 4s `(2^(attempt-1) seconds)`
+- Original request is repeated with same parameters
+- After max retries, the original exception is raised
+
+## Configuration
+
+### Disabling Retries
+
+Disable automatic retries completely:
+
+```ruby
+ActiveAgent.configure do |config|
+  config.retries = false
+end
+```
+
+### Adjusting Retry Count
+
+Change the maximum number of retry attempts:
+
+```ruby
+ActiveAgent.configure do |config|
+  config.retries = true
+  config.retries_count = 5  # Retry up to 5 times
+end
+```
+
+### Custom Exception Classes
+
+Add custom exception classes that should trigger retries:
+
+```ruby
+ActiveAgent.configure do |config|
+  config.retries = true
+  config.retries_on = [
+    Errno::ECONNRESET,
+    Errno::ETIMEDOUT,
+    SocketError,
+    Timeout::Error,
+    CustomNetworkError,      # Add your custom error
+    AnotherTransientError    # Multiple custom errors
+  ]
+end
+```
+
+Or append to the default list:
+
+```ruby
+ActiveAgent.configure do |config|
+  config.retries_on << CustomNetworkError
+  config.retries_on << AnotherTransientError
+end
+```
+
+## Per-Provider
+
+Some providers have their own built-in retry mechanisms. You can disable ActiveAgent's retries and rely on the provider's implementation:
+
+```ruby
+# Disable ActiveAgent retries
+ActiveAgent.configure do |config|
+  config.retries = false
+end
+
+# Configure provider-specific retries in active_agent.yml
+anthropic:
+  service: "Anthropic"
+  access_token: <%= Rails.application.credentials.dig(:anthropic, :access_token) %>
+  max_retries: 5  # Anthropic's built-in retry config
+  timeout: 600.0
+```
+
+See individual provider documentation for their retry capabilities:
+
+- **[Anthropic Provider](/providers/anthropic)** - Has `max_retries` configuration
+- **[OpenAI Provider](/providers/open_ai)** - Uses ruby-openai gem retry logic
+- **[OpenRouter Provider](/providers/open_router)** - Inherits OpenAI configuration
+- **[Ollama Provider](/providers/ollama)** - Local calls typically don't need retries
+
+## Per-Agent
+
+Retry settings can also be configured on a per-agent basis, overriding the global configuration:
+
+```ruby
+class MyAgent < ApplicationAgent
+  generate_with :openai,
+    model: "gpt-4o",
+    retries: true,
+    retries_count: 5,
+    retries_on: [Net::ReadTimeout, CustomNetworkError]
+end
+```
+
+For more advanced error handling patterns including exception handlers and recovery strategies, see **[Error Handling](/agents/error-handling)**.
+
+
+## Custom Retry Strategies
+
+For more sophisticated retry logic, provide a custom retry strategy using a Proc or lambda:
+
+### Using Retriable Gem
+
+```ruby
+# Gemfile
+gem 'retriable'
+
+# Configuration
+ActiveAgent.configure do |config|
+  config.retries = ->(block) {
+    Retriable.retriable(
+      tries: 5,
+      on: [Net::ReadTimeout, Timeout::Error],
+      base_interval: 1.0,
+      multiplier: 2.0,
+      rand_factor: 0.5
+    ) do
+      block.call
+    end
+  }
+end
+```
+
+### Conditional Retry Logic
+
+Retry based on specific conditions:
+
+```ruby
+ActiveAgent.configure do |config|
+  config.retries = ->(block) {
+    attempts = 0
+    max_attempts = 3
+
+    begin
+      attempts += 1
+      block.call
+    rescue StandardError => e
+      # Only retry on specific HTTP status codes
+      if e.respond_to?(:response) &&
+         [429, 502, 503, 504].include?(e.response.code.to_i) &&
+         attempts < max_attempts
+
+        # Extract retry-after header if present
+        retry_after = e.response.headers['Retry-After']
+        sleep(retry_after ? retry_after.to_i : 2)
+        retry
+      else
+        raise e
+      end
+    end
+  }
+end
+```
+
+## Monitoring Retries
+
+Use instrumentation to monitor retry behavior:
+
+```ruby
+ActiveSupport::Notifications.subscribe("generate.active_agent") do |name, start, finish, id, payload|
+  if payload[:error]
+    Rails.logger.warn("Generation failed: #{payload[:error]}")
+  end
+
+  duration = finish - start
+  if duration > 5
+    Rails.logger.warn("Generation took #{duration}s - may have retried")
+  end
+end
+```
+
+See [Instrumentation](/framework/instrumentation) for detailed monitoring options.
+
+## Related Documentation
+
+- **[Configuration](/framework/configuration)** - Framework and provider configuration
+- **[Instrumentation](/framework/instrumentation)** - Monitoring and logging
+- **[Providers](/framework/providers)** - Provider-specific behavior and configuration
diff --git a/docs/docs/framework/testing.md b/docs/framework/testing.md
similarity index 86%
rename from docs/docs/framework/testing.md
rename to docs/framework/testing.md
index a754e7a7..3424011b 100644
--- a/docs/docs/framework/testing.md
+++ b/docs/framework/testing.md
@@ -29,13 +29,13 @@ Skip tests when credentials aren't available:
 class MyAgentTest < ActiveSupport::TestCase
   test "generates response with OpenAI" do
     skip "Requires API credentials" unless has_openai_credentials?
-    
+
     # Test implementation
   end
-  
+
   test "uses Anthropic for complex reasoning" do
     skip "Requires API credentials" unless has_anthropic_credentials?
-    
+
     # Test implementation
   end
 end
@@ -49,7 +49,7 @@ Credentials are checked in this order:
    ```bash
    rails credentials:edit
    ```
-   
+
    ```yaml
    openai:
      access_token: your-api-key
@@ -86,7 +86,23 @@ result = generation.generate_now
 
 ### Complete Test Example
 
-<<< @/../test/agents/builtin_tools_doc_test.rb#web_search_example{ruby:line-numbers}
+Here's a complete example of testing an agent with parameters:
+
+<<< @/../test/docs/agents_examples_test.rb#quick_example_support_agent{ruby:line-numbers}
+
+And the corresponding test:
+
+```ruby
+test "demonstrates basic agent with callbacks" do
+  VCR.use_cassette("docs/agents_examples/quick_example_support_agent") do
+    response = SupportAgent.with(user_id: 1, message: "Need help").help.generate_now
+
+    assert response.success?
+    assert_not_nil response.message.content
+    assert response.message.content.length > 0
+  end
+end
+```
 
 ### Testing with VCR
 
@@ -96,18 +112,18 @@ Use VCR to record and replay API responses:
 class MyAgentTest < ActiveSupport::TestCase
   test "performs complex task" do
     skip "Requires API credentials" unless has_openai_credentials?
-    
+
     VCR.use_cassette("my_agent_complex_task") do
       generation = MyAgent.with(
         input: "test data",
         mode: "analysis"
       ).analyze
-      
+
       result = generation.generate_now
-      
+
       assert result.message.content.present?
       assert result.message.content.include?("expected text")
-      
+
       # Generate documentation examples
       doc_example_output(result)
     end
@@ -121,11 +137,26 @@ ActiveAgent supports using concerns to share functionality across agents:
 
 ### Creating a Test for a Concern
 
-<<< @/../test/agents/concern_tools_test.rb#10-23{ruby:line-numbers}
+```ruby
+test "research agent includes concern actions as available tools" do
+  # The concern adds these actions which should be available as tools
+  expected_actions = [
+    "search_papers",
+    "analyze_data"
+  ]
+
+  agent = ResearchAgent.new
+  agent_actions = agent.action_methods
+
+  expected_actions.each do |action|
+    assert_includes agent_actions, action, "Expected #{action} to be available from concern"
+  end
+end
+```
 
-### Testing Concern Configuration
+### Example Concern
 
-<<< @/../test/agents/concern_tools_test.rb#119-124{ruby:line-numbers}
+<<< @/../test/docs/agents_examples_test.rb#concerns_research_tools{ruby:line-numbers}
 
 ## Generating Documentation Examples
 
@@ -137,9 +168,9 @@ test "example for documentation" do
     generation = MyAgent.with(
       query: "How do I use ActiveAgent?"
     ).help
-    
+
     result = generation.generate_now
-    
+
     # Generate example file in docs/parts/examples/
     doc_example_output(result)
   end
@@ -178,31 +209,31 @@ Test agent behavior across different providers:
 class MultiProviderTest < ActiveSupport::TestCase
   test "works with OpenAI" do
     skip unless has_openai_credentials?
-    
+
     agent_class = Class.new(ApplicationAgent) do
       generate_with :openai, model: "gpt-4o"
-      
+
       def test_action
         prompt message: "test"
       end
     end
-    
+
     generation = agent_class.with.test_action
     result = generation.generate_now
     assert result.message.content.present?
   end
-  
+
   test "works with Anthropic" do
     skip unless has_anthropic_credentials?
-    
+
     agent_class = Class.new(ApplicationAgent) do
       generate_with :anthropic, model: "claude-3-5-sonnet-latest"
-      
+
       def test_action
         prompt message: "test"
       end
     end
-    
+
     generation = agent_class.with.test_action
     result = generation.generate_now
     assert result.message.content.present?
@@ -219,13 +250,13 @@ When testing agents that use OpenAI's built-in tools (web search, image generati
 ```ruby
 test "searches the web for information" do
   skip unless has_openai_credentials?
-  
+
   VCR.use_cassette("web_search_test") do
     generation = WebSearchAgent.with(
       query: "Latest Ruby on Rails features",
       context_size: "high"
     ).search_with_tools
-    
+
     result = generation.generate_now
     assert result.message.content.present?
   end
@@ -237,14 +268,14 @@ end
 ```ruby
 test "generates images" do
   skip unless has_openai_credentials?
-  
+
   VCR.use_cassette("image_generation_test") do
     generation = MultimodalAgent.with(
       description: "A peaceful mountain landscape",
       size: "1024x1024",
       quality: "high"
     ).create_image
-    
+
     result = generation.generate_now
     assert result.message.content.present?
   end
@@ -256,13 +287,13 @@ end
 ```ruby
 test "connects to MCP servers" do
   skip unless has_openai_credentials?
-  
+
   VCR.use_cassette("mcp_integration_test") do
     generation = ResearchAgent.with(
       query: "Ruby performance optimization",
       sources: ["github"]
     ).search_with_mcp_sources
-    
+
     result = generation.generate_now
     assert result.message.content.present?
   end
@@ -312,6 +343,6 @@ If tests fail with API errors when cassettes exist:
 
 ## Related Documentation
 
-- [Getting Started](/docs/getting-started)
-- [ActiveAgent Framework](/docs/framework/active-agent)
-- [Generation Providers](/docs/framework/generation-provider)
\ No newline at end of file
+- [Getting Started](/getting-started)
+- [ActiveAgent Framework](/framework/agents)
+- [Providers](/framework/providers)
diff --git a/docs/getting-started.md b/docs/getting-started.md
new file mode 100644
index 00000000..8cbca7cf
--- /dev/null
+++ b/docs/getting-started.md
@@ -0,0 +1,209 @@
+---
+title: Getting Started
+---
+# {{ $frontmatter.title }}
+
+Build AI agents with Rails in minutes. This guide covers installation, configuration, and creating your first agent.
+
+## Prerequisites
+
+- Ruby 3.0+
+- Rails 7.0+
+- API key for your chosen provider (OpenAI, Anthropic, or Ollama)
+
+## Installation
+
+Add activeagent and your provider gem:
+
+```bash
+bundle add activeagent
+```
+
+Add your provider gem:
+
+::: code-group
+
+```bash [OpenAI]
+bundle add ruby-openai
+```
+
+```bash [Anthropic]
+bundle add ruby-anthropic
+```
+
+```bash [Ollama]
+bundle add ruby-openai  # Ollama uses OpenAI-compatible API
+```
+
+```bash [OpenRouter]
+bundle add ruby-openai  # OpenRouter uses OpenAI-compatible API
+```
+
+:::
+
+Run the install generator:
+
+```bash
+rails generate active_agent:install
+```
+
+This creates:
+- `config/active_agent.yml` - Provider configuration
+- `app/agents/application_agent.rb` - Base agent class
+
+## Configuration
+
+Configure your provider in `config/active_agent.yml`:
+
+```yaml
+openai:
+  service: "OpenAI"
+  access_token: <%= ENV['OPENAI_API_KEY'] %>
+  model: "gpt-4o-mini"
+```
+
+See **[Configuration](/framework/configuration)** for environment-specific settings, multiple providers, and advanced options.
+
+## Quick Start
+
+Test your setup with direct generation:
+
+```ruby
+response = ApplicationAgent.prompt(message: "Hello, world!").generate_now
+puts response.message
+# => "Hello! How can I help you today?"
+```
+
+This is perfect for testing your setup or quick experiments. For production apps, define custom agents with actions (shown below).
+
+## Your First Agent
+
+### Generate an Agent
+
+Create an agent with the Rails generator:
+
+```bash
+rails generate active_agent:agent SupportAgent help
+```
+
+This creates:
+- `app/agents/support_agent.rb` - Agent class with actions
+- `app/views/agents/support/help.text.erb` - View template
+
+### Define the Agent
+
+The generated agent defines actions as public methods:
+
+```ruby
+class SupportAgent < ApplicationAgent
+  def help
+    @message = params[:message]
+    @user_id = params[:user_id]
+    prompt
+  end
+end
+```
+
+Create a message template at `app/views/agents/support/help.text.erb`:
+
+```erb
+Help Request from User <%= @user_id %>
+=====================================
+
+The user needs assistance with: <%= @message %>
+
+Please provide a helpful response.
+```
+
+### Use Your Agent
+
+```ruby
+response = SupportAgent.with(
+  user_id: 123,
+  message: "How do I reset my password?"
+).help.generate_now
+
+puts response.message
+# => "To reset your password, follow these steps..."
+```
+
+## Core Concepts
+
+### Three Invocation Patterns
+
+ActiveAgent supports three ways to invoke agents:
+
+**1. Direct (testing/prototyping):**
+```ruby
+ApplicationAgent.prompt(message: "Hello").generate_now
+```
+
+**2. Parameterized (pass data to actions):**
+```ruby
+SupportAgent.with(user_id: 123, message: "Need help").help.generate_now
+```
+
+**3. Action-based (production pattern):**
+```ruby
+class SupportAgent < ApplicationAgent
+  def help
+    prompt(message: "User #{params[:user_id]} needs: #{params[:message]}")
+  end
+end
+```
+
+### Instructions
+
+Guide agent behavior with system instructions. Define them three ways:
+
+**In `generate_with` configuration:**
+```ruby
+class ApplicationAgent < ActiveAgent::Base
+  generate_with :openai, instructions: "You are a helpful assistant."
+end
+```
+
+**In an `instructions.text.erb` template:**
+```erb
+You are a support agent helping users with their questions.
+Be concise, friendly, and provide clear solutions.
+```
+
+**Inline in the action:**
+```ruby
+def help
+  prompt(instructions: "Answer the user's question clearly and briefly")
+end
+```
+
+See **[Instructions](/agents/instructions)** for complete details.
+
+### Execution
+
+Generate responses synchronously or asynchronously:
+
+```ruby
+# Synchronous
+response = agent.generate_now
+puts response.message
+
+# Asynchronous (via Active Job)
+agent.generate_later(wait: 5.minutes)
+```
+
+See **[Generation](/agents/generation)** for background jobs, callbacks, and response objects.
+
+## Next Steps
+
+**Core Features:**
+- **[Agents](/agents)** - Actions, callbacks, concerns, streaming
+- **[Messages](/actions/messages)** - Images, documents, conversation history
+- **[Tools](/actions/tools)** - Function calling and MCP integration
+- **[Structured Output](/actions/structured_output)** - Parse JSON with schemas
+- **[Providers](/providers)** - OpenAI, Anthropic, Ollama, OpenRouter
+
+**Framework:**
+- **[Configuration](/framework/configuration)** - Environment settings, precedence
+- **[Rails Integration](/framework/rails)** - Generators, helpers, conventions
+- **[Retries](/framework/retries)** - Error handling and retry strategies
+- **[Instrumentation](/framework/instrumentation)** - Logging and monitoring
diff --git a/docs/index.md b/docs/index.md
index fd6c4082..f5f6cdc9 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -7,12 +7,12 @@ hero:
   text: "Build AI in Rails"
   tagline: "Now Agents are Controllers \nMakes code tons of fun!"
   actions:
-    - theme: brand
-      text: Docs
-      link: /docs
     - theme: alt
       text: Getting Started
-      link: /docs/getting-started
+      link: /getting-started
+    - theme: brand
+      text: Docs
+      link: /framework
     - theme: alt
       text: GitHub
       link: https://github.com/activeagents/activeagent
@@ -23,54 +23,51 @@ hero:
 
 features:
   - title: Agents
-    link: /docs/framework/active-agent
+    link: /framework/agents
     icon: <img src="/activeagent.png" />
-    details: Agents are Controllers with a common Generation API with enhanced memory and tooling.
+    details: Controllers for AI. Define actions, manage context, and generate responses using Rails conventions.
   - title: Actions
     icon: 🦾
-    link: /docs/action-prompt/actions
-    details: Actions are tools for Agents to interact with systems and code.
+    link: /actions/actions
+    details: Public methods that render prompts or execute tools. Use ERB templates for complex formatting.
   - title: Prompts
     icon: 📝
-    link: /docs/action-prompt/prompts
-    details: Prompts are rendered with Action View. Agents can generate content using Action View.
-  - title: Generation Providers
+    link: /actions/prompts
+    details: Runtime context with messages, actions, and parameters passed to AI providers.
+  - title: Providers
     icon: 🏭
-    link: /docs/framework/generation-provider
-    details: Generation Providers establish a common interface for different AI service providers.
-  - title: Queued Generation
-    link: /docs/active-agent/queued-generation
-    icon: ⏳
-    details: Queued Generation manages asynchronous prompt generation and response cycles with Active Job.
+    link: /framework/providers
+    details: Unified interface for OpenAI, Anthropic, Ollama, and OpenRouter. Switch with one line.
+  - title: Tool Calling
+    icon: 🔧
+    link: /actions/tool-calling
+    details: Let AI agents call Ruby methods to fetch data, perform actions, and make decisions.
+  - title: Structured Output
+    icon: 📊
+    link: /agents/structured-output
+    details: Extract data into validated JSON schemas. Perfect for forms, APIs, and data processing.
   - title: Streaming
-    link: /docs/active-agent/callbacks#on-stream-callbacks
     icon: 📡
-    details: Streaming allows for real-time dynamic UI updates based on user & agent interactions, enhancing user experience and responsiveness in AI-driven applications.
+    link: /agents/callbacks#on-stream-callbacks
+    details: Real-time response streaming with Server-Sent Events for dynamic UIs.
   - title: Callbacks
-    link: /docs/active-agent/callbacks
     icon: 🔄
-    details: Callbacks enable contextual prompting using retrieval before_action or persistence after_generation.
-  - title: Structured Output
-    link: /docs/active-agent/structured-output
-    icon: 📊
-    details: Structured Output allows agents to return structured data in JSON format, enabling easier parsing and integration with other systems.
-  # - title: Generative UI
-  #   link: /docs/active-agent/generative-ui
-  #   icon: 🖼️
-  #   details: Generative UI allows for dynamic and interactive user interfaces that adapt based on AI-generated interactions and content, enhancing user engagement and experience.
-  # - title: RAG
-  #   icon: 📚
-  #   details: Retrieval Augmented Generation enables agents to access external data sources, enhancing their capabilities and providing more accurate and contextually relevant responses. While RAG has become synonymous with vector databases, it can also be used with traditional databases.
-  # - title: Memory
-  #   icon: 🧠
-  #   details: Memory allows agents to retain information across sessions, enabling personalized and context-aware interactions with users.
-  # - title: Lightweight
-  #   icon: ⚡
-  #   details: Active Agent keeps things simple, no multi-step workflows or unnecessary complexity. It integrates directly into your Rails app with clear separation of concerns, making AI features easy to implement and maintain. With less than 10 lines of code, you can ship an AI feature.
-  # - title: Rails-Native
-  #   icon: 🚀
-  #   details: Active Agent is built explicitly for Rails, following familiar patterns for concise, effortless integrations with your existing stack. It is the only comprehensive solution that truly embraces Rails conventions.
-  # - title: Flexible
-  #   icon: 🧩
-  #   details: Active Agent works seamlessly with tools like LangChain Ruby, pgvector, and the neighbors gem. Its agent-based architecture handles tool calls, renders prompts, and generates vector embeddings for pgvector with ease.
+    link: /agents/callbacks
+    details: Lifecycle hooks for retrieval, context management, and response handling.
+  - title: Queued Generation
+    link: /agents/queued-generation
+    icon: ⏳
+    details: Background processing with Active Job for async AI operations at scale.
+  - title: Testing
+    icon: 🧪
+    link: /framework/testing
+    details: Test with fixtures and VCR cassettes. Mock providers for fast, reliable tests.
+  - title: Embeddings
+    icon: 🎯
+    link: /framework/embeddings
+    details: Generate vector embeddings for semantic search, clustering, and RAG applications.
+  - title: Rails-Native
+    icon: 🚀
+    link: /framework/agents
+    details: Built for Rails. Familiar patterns, zero learning curve, production-ready from day one.
 ---
diff --git a/docs/parts/examples/structured-output-json-parsing-test.rb-test-structured-output-sets-content-type-to-application/json-and-auto-parses-JSON.md b/docs/parts/examples/structured-output-json-parsing-test.rb-test-structured-output-sets-content-type-to-application/json-and-auto-parses-JSON.md
deleted file mode 100644
index b8cf1eff..00000000
--- a/docs/parts/examples/structured-output-json-parsing-test.rb-test-structured-output-sets-content-type-to-application/json-and-auto-parses-JSON.md
+++ /dev/null
@@ -1,21 +0,0 @@
-<!-- Generated from structured_output_json_parsing_test.rb:69 -->
-[activeagent/test/integration/structured_output_json_parsing_test.rb:69](vscode://file//Users/justinbowen/Documents/GitHub/claude-could/activeagent/test/integration/structured_output_json_parsing_test.rb:69)
-<!-- Test: test-structured-output-sets-content-type-to-application/json-and-auto-parses-JSON -->
-
-```ruby
-# Response object
-#<ActiveAgent::GenerationProvider::Response:0x36b0
-  @message=#<ActiveAgent::ActionPrompt::Message:0x36c4
-    @action_id=nil,
-    @action_name=nil,
-    @action_requested=false,
-    @charset="UTF-8",
-    @content={"name"=>"John Doe", "age"=>30, "email"=>"john@example.com"},
-    @role=:assistant>
-  @prompt=#<ActiveAgent::ActionPrompt::Prompt:0x36d8 ...>
-  @content_type="application/json"
-  @raw_response={...}>
-
-# Message content
-response.message.content # => {"name"=>"John Doe", "age"=>30, "email"=>"john@example.com"}
-```
\ No newline at end of file
diff --git a/docs/parts/examples/structured-output-json-parsing-test.rb-test-without-structured-output-uses-text/plain-content-type.md b/docs/parts/examples/structured-output-json-parsing-test.rb-test-without-structured-output-uses-text/plain-content-type.md
deleted file mode 100644
index 6015e052..00000000
--- a/docs/parts/examples/structured-output-json-parsing-test.rb-test-without-structured-output-uses-text/plain-content-type.md
+++ /dev/null
@@ -1,21 +0,0 @@
-<!-- Generated from structured_output_json_parsing_test.rb:151 -->
-[activeagent/test/integration/structured_output_json_parsing_test.rb:151](vscode://file//Users/justinbowen/Documents/GitHub/claude-could/activeagent/test/integration/structured_output_json_parsing_test.rb:151)
-<!-- Test: test-without-structured-output-uses-text/plain-content-type -->
-
-```ruby
-# Response object
-#<ActiveAgent::GenerationProvider::Response:0x35fc
-  @message=#<ActiveAgent::ActionPrompt::Message:0x3610
-    @action_id=nil,
-    @action_name=nil,
-    @action_requested=false,
-    @charset="UTF-8",
-    @content="The capital of France is Paris.",
-    @role=:assistant>
-  @prompt=#<ActiveAgent::ActionPrompt::Prompt:0x3624 ...>
-  @content_type="text/plain"
-  @raw_response={...}>
-
-# Message content
-response.message.content # => "The capital of France is Paris."
-```
\ No newline at end of file
diff --git a/docs/providers.md b/docs/providers.md
new file mode 100644
index 00000000..27ff63c2
--- /dev/null
+++ b/docs/providers.md
@@ -0,0 +1,102 @@
+# Providers
+
+Providers connect your agents to AI services through a unified interface. Switch between OpenAI, Anthropic, local models, or testing mocks without changing agent code.
+
+## Available Providers
+
+::: code-group
+
+<<< @/../test/dummy/app/agents/providers/anthropic_agent.rb#agent{ruby} [Anthropic]
+
+<<< @/../test/dummy/app/agents/providers/ollama_agent.rb#agent{ruby} [Ollama]
+
+<<< @/../test/dummy/app/agents/providers/open_ai_agent.rb#agent{ruby} [OpenAI]
+
+<<< @/../test/dummy/app/agents/providers/open_router_agent.rb#agent{ruby} [OpenRouter]
+
+<<< @/../test/dummy/app/agents/providers/mock_agent.rb#agent{ruby} [Mock]
+
+:::
+
+## Choosing a Provider
+
+### [Anthropic](/providers/anthropic)
+**Best for:** Complex reasoning, coding tasks, long context
+
+Claude Sonnet 4.5, Haiku 4.5, and Opus 4.1 models. Extended thinking mode for deep analysis. 200K-1M context windows with up to 64K token outputs.
+
+**Choose when:** You need exceptional reasoning, prefer Claude's outputs, or require very long context windows. Strong at coding and analysis.
+
+### [Ollama](/providers/ollama)
+**Best for:** Local inference, privacy-sensitive data, development without API costs
+
+Run Llama 3, Mistral, Gemma, CodeLlama, and other open models locally. No API keys required. Full control over data.
+
+**Choose when:** Data cannot leave your infrastructure, you're developing offline, or you want to avoid API costs. Requires local setup.
+
+### [OpenAI](/providers/open_ai)
+**Best for:** Production applications, advanced reasoning, vision tasks
+
+GPT-4o, GPT-4.1, GPT-5, and o3 models. Two APIs available: Responses API (default) with built-in web search, image generation, and MCP integration, or Chat Completions API for standard interactions. 128K-200K context windows.
+
+**Choose when:** You need reliable, high-quality responses with strong reasoning. Vision support and structured output work well. Azure OpenAI compatible.
+
+### [OpenRouter](/providers/open_router)
+**Best for:** Multi-model flexibility, cost optimization, experimentation
+
+Access 200+ models from OpenAI, Anthropic, Google, Meta, and more through one API. Intelligent routing, automatic fallbacks, multimodal support, PDF processing.
+
+**Choose when:** You want to compare models, need fallback options, or want flexible provider switching. Good for reducing vendor lock-in.
+
+### [Mock](/providers/mock)
+**Best for:** Testing, development, offline work
+
+Predictable responses (pig latin conversion) with no API calls. Simulates real provider behavior for testing agent logic.
+
+**Choose when:** Writing tests, developing without network access, or avoiding API costs during development.
+
+## Configuration
+
+Configuration applies in order of precedence:
+
+```ruby
+# 1. Global config (config/active_agent.yml)
+# temperature: 0.7
+
+class MyAgent < ApplicationAgent
+  # 2. Agent-level config
+  generate_with :openai, temperature: 0.5
+
+  def analyze
+    # 3. Runtime config (highest precedence)
+    prompt(temperature: 0.9)
+  end
+end
+```
+
+For environment-specific settings and advanced configuration, see **[Configuration](/framework/configuration)**.
+
+## Response Objects
+
+All providers return standardized response objects:
+
+<<< @/../test/docs/framework/providers_examples_test.rb#generation_response_usage{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/providers-examples-test.rb-test-response-object-usage.md -->
+:::
+
+**Common attributes:**
+- `message` / `messages` - Response content and conversation history
+- `prompt_tokens` / `completion_tokens` - Token usage for cost tracking
+- `raw_request` / `raw_response` - Provider-specific data for debugging
+- `context` - Original request sent to provider
+
+Embedding responses use `data` instead of `message`:
+
+```ruby
+response = generation.embed_now
+vector = response.data.first[:embedding]  # Array of floats
+```
+
+For embedding documentation including similarity search and batch processing, see **[Embeddings](/actions/embeddings)**.
diff --git a/docs/providers/anthropic.md b/docs/providers/anthropic.md
new file mode 100644
index 00000000..9915c98f
--- /dev/null
+++ b/docs/providers/anthropic.md
@@ -0,0 +1,191 @@
+# Anthropic Provider
+
+The Anthropic provider enables integration with Claude models including Claude Sonnet 4.5, Claude Haiku 4.5, Claude Opus 4.1, and the Claude 3.x family. It offers advanced reasoning capabilities, extended context windows, extended thinking mode, and strong performance on complex tasks.
+
+## Configuration
+
+### Basic Setup
+
+Configure Anthropic in your agent:
+
+<<< @/../test/dummy/app/agents/providers/anthropic_agent.rb#agent{ruby:line-numbers}
+
+### Basic Usage Example
+
+<<< @/../test/docs/providers/anthropic_examples_test.rb#anthropic_basic_example{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/anthropic-provider-test.rb-test-basic-generation-with-Anthropic-Claude.md -->
+:::
+
+### Configuration File
+
+Set up Anthropic credentials in `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#anthropic_anchor{yaml:line-numbers}
+
+### Environment Variables
+
+Alternatively, use environment variables:
+
+```bash
+ANTHROPIC_API_KEY=your-api-key
+```
+
+## Supported Models
+
+Anthropic provides access to the Claude model family. For the complete list of available models, see [Anthropic's Models Overview](https://docs.anthropic.com/en/docs/about-claude/models).
+
+### Claude 4.x Family (Latest)
+
+| Feature | Claude Sonnet 4.5 | Claude Haiku 4.5 | Claude Opus 4.1 |
+|---------|-------------------|------------------|-----------------|
+| **Description** | Smartest model for complex agents and coding | Fastest model with near-frontier intelligence | Exceptional model for specialized reasoning |
+| **Pricing** | $3 / MTok input<br>$15 / MTok output | $1 / MTok input<br>$5 / MTok output | $15 / MTok input<br>$75 / MTok output |
+| **Extended Thinking** | ✓ | ✓ | ✓ |
+| **Priority Tier** | ✓ | ✓ | ✓ |
+| **Latency** | Fast | Fastest | Moderate |
+| **Context Window** | 200K tokens<br>1M tokens (beta) | 200K tokens | 200K tokens |
+| **Max Output** | 64K tokens | 64K tokens | 32K tokens |
+| **Knowledge Cutoff** | Jan 2025 | Feb 2025 | Jan 2025 |
+| **Training Data** | Jul 2025 | Jul 2025 | Mar 2025 |
+
+**Recommended model identifiers:**
+- **claude-sonnet-4.5** - Best for complex reasoning and coding tasks
+- **claude-haiku-4.5** - Best for speed with high intelligence
+- **claude-opus-4.1** - Best for specialized reasoning tasks requiring deep analysis
+
+### Claude 3.5 Family
+- **claude-3-5-sonnet-latest** - Most intelligent Claude 3.5 model
+- **claude-3-5-sonnet-20241022** - Specific version for reproducibility
+
+### Claude 3 Family
+- **claude-3-opus-latest** - Most capable Claude 3 model
+- **claude-3-sonnet-20240229** - Balanced performance and cost
+- **claude-3-haiku-20240307** - Fastest and most cost-effective
+
+## Provider-Specific Parameters
+
+### Required Parameters
+
+- **`model`** - Model identifier (e.g., "claude-3-5-sonnet-latest")
+- **`max_tokens`** - Maximum tokens to generate (default: 4096, minimum: 1)
+
+### Sampling Parameters
+
+- **`temperature`** - Controls randomness (0.0 to 1.0, default: varies by model)
+- **`top_p`** - Nucleus sampling parameter (0.0 to 1.0)
+- **`top_k`** - Top-k sampling parameter (integer ≥ 0)
+- **`stop_sequences`** - Array of strings to stop generation
+
+### System & Instructions
+
+- **`system`** - System message to guide Claude's behavior
+- **`instructions`** - Alias for `system` (for common format compatibility)
+
+### Tools & Functions
+
+- **`tools`** - Array of tool definitions for function calling
+- **`tool_choice`** - Control which tools can be used ("auto", "any", or specific tool)
+
+### Metadata & Tracking
+
+- **`metadata`** - Custom metadata for request tracking
+  ```ruby
+  generate_with :anthropic,
+    metadata: {
+      user_id: -> { Current.user&.id }
+    }
+  ```
+
+### Advanced Features
+
+- **`thinking`** - Enable Claude's thinking mode for complex reasoning
+- **`context_management`** - Configure context window management
+- **`service_tier`** - Select service tier ("auto", "standard_only")
+- **`mcp_servers`** - Array of MCP server definitions (max 20)
+
+### Client Configuration
+
+- **`api_key`** - Anthropic API key (also accepts `access_token`)
+- **`base_url`** - API endpoint URL (default: "https://api.anthropic.com")
+- **`timeout`** - Request timeout in seconds (default: 600.0)
+- **`max_retries`** - Maximum retry attempts (default: 2)
+- **`anthropic_beta`** - Enable beta features via header
+
+### Response Format
+
+- **`response_format`** - Control output format (see [Emulated JSON Object Support](#emulated-json-object-support))
+
+### Streaming
+
+- **`stream`** - Enable streaming responses (boolean, default: false)
+
+## Emulated JSON Object Support
+
+While Anthropic does not natively support structured response formats like OpenAI's `json_object` mode, ActiveAgent provides emulated support through a prompt engineering technique.
+
+When you specify `response_format: { type: "json_object" }`, the framework:
+
+1. **Adds a lead-in assistant message** containing `"Here is the JSON requested:\n{"` to prime Claude to output JSON
+2. **Receives Claude's response** which continues from the opening brace
+3. **Reconstructs the complete JSON** by prepending the `{` character
+4. **Removes the lead-in message** from the message stack for clean conversation history
+
+### Usage Example
+
+<<< @/../test/docs/providers/anthropic_examples_test.rb#response_format_json_object_agent{ruby:line-numbers} [agent]
+
+<<< @/../test/docs/providers/anthropic_examples_test.rb#response_format_json_object_example{ruby:line-numbers} [usage]
+
+### Best Practices
+
+- **Be explicit in your prompt**: Ask Claude to "return a JSON object" or "respond with valid JSON"
+- **Specify the schema**: Describe the expected structure in your prompt for better results
+- **Validate the output**: While Claude is reliable, always validate parsed JSON in production
+
+### Limitations
+
+Unlike OpenAI's native JSON mode:
+- **No schema enforcement**: Claude is not forced to conform to a specific schema
+- **Prompt-dependent reliability**: Success depends on clear prompt instructions
+- **No strict mode**: Cannot guarantee specific field requirements
+
+For applications requiring guaranteed schema conformance, consider using the [Structured Output](/agents/structured-output) feature with providers that support native JSON schema validation.
+
+## Constitutional AI
+
+Claude is trained with Constitutional AI, making it particularly good at:
+- Following ethical guidelines
+- Refusing harmful requests
+- Providing balanced perspectives
+- Being helpful, harmless, and honest
+
+## Error Handling
+
+Handle Anthropic-specific errors:
+
+```ruby
+class ResilientAgent < ApplicationAgent
+  generate_with :anthropic,
+    model: "claude-3-5-sonnet-latest",
+    max_retries: 3
+
+  rescue_from Anthropic::RateLimitError do |error|
+    Rails.logger.warn "Rate limited: #{error.message}"
+    sleep(error.retry_after || 60)
+    retry
+  end
+
+  rescue_from Anthropic::APIError do |error|
+    Rails.logger.error "Anthropic error: #{error.message}"
+    fallback_to_cached_response
+  end
+end
+```
+
+## Related Documentation
+
+- [Providers Overview](/framework/providers)
+- [Configuration Guide](/getting-started#configuration)
+- [Anthropic API Documentation](https://docs.anthropic.com/claude/reference)
diff --git a/docs/providers/mock.md b/docs/providers/mock.md
new file mode 100644
index 00000000..6957d6ab
--- /dev/null
+++ b/docs/providers/mock.md
@@ -0,0 +1,103 @@
+# Mock Provider
+
+The Mock provider is designed for testing purposes, allowing you to develop and test agents without making actual API calls or incurring costs. It returns predictable responses by converting input text to pig latin and generates random embeddings.
+
+## Configuration
+
+### Basic Setup
+
+Configure the Mock provider in your agent:
+
+<<< @/../test/dummy/app/agents/providers/mock_agent.rb#agent{ruby:line-numbers}
+
+### Basic Usage Example
+
+<<< @/../test/docs/providers/mock_examples_test.rb#mock_basic_example{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/mock-provider-test.rb-test-basic-generation-with-mock-provider.md -->
+:::
+
+### Configuration File
+
+Set up Mock provider in `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#mock_anchor{yaml:line-numbers}
+
+### Environment Variables
+
+No environment variables are required for the Mock provider. It doesn't make external API calls.
+
+## Provider-Specific Parameters
+
+### Required Parameters
+
+- **`service`** - Must be set to "Mock"
+- **`model`** - Any string value (e.g., "mock-model") - not used functionally
+
+### Optional Parameters
+
+- **`instructions`** - System instructions (passed through but not enforced)
+- **`stream`** - Enable streaming simulation (boolean, default: false)
+
+The Mock provider accepts most standard parameters for compatibility but doesn't enforce them:
+- `temperature`, `top_p`, `max_tokens` - Accepted but ignored
+- `response_format` - Accepted but not validated or enforced
+- Tool/function definitions - Accepted but tools won't be called
+
+## Mock-Specific Features
+
+### Pig Latin Responses
+
+The Mock provider converts user messages to pig latin for predictable, deterministic output:
+
+<<< @/../test/docs/providers/mock_examples_test.rb#mock_pig_latin_conversion{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/mock-provider-test.rb-test-converts-input-to-pig-latin.md -->
+:::
+
+**Conversion Rules:**
+- Words starting with vowels: add "way" to the end ("apple" → "appleway")
+- Words starting with consonants: move consonants to end and add "ay" ("hello" → "ellohay")
+- Preserves punctuation and capitalization
+
+### Offline Development
+
+Work on your application without network connectivity:
+
+<<< @/../test/docs/providers/mock_examples_test.rb#mock_no_api_calls{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/mock-provider-test.rb-test-works-offline-without-API-calls.md -->
+:::
+
+### Response Structure
+
+Mock responses follow the same structure as real providers for seamless testing:
+
+<<< @/../test/docs/providers/mock_examples_test.rb#mock_response_structure{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/mock-provider-test.rb-test-returns-proper-response-structure.md -->
+:::
+
+## Limitations
+
+### No Real AI Responses
+
+The Mock provider doesn't use actual AI models. Responses are deterministic pig latin transformations, not intelligent completions.
+
+### No Tool Calling
+
+The Mock provider doesn't support function/tool calling. Tools defined in agents using the Mock provider will not be invoked.
+
+### Limited Structured Output
+
+The Mock provider accepts structured output parameters but doesn't validate or enforce schemas. Responses will still be pig latin text, not structured JSON.
+
+## Related Documentation
+
+- [Providers Overview](/framework/providers)
+- [Configuration Guide](/getting-started#configuration)
+- [Testing Guide](/framework/testing)
diff --git a/docs/providers/ollama.md b/docs/providers/ollama.md
new file mode 100644
index 00000000..d7db302b
--- /dev/null
+++ b/docs/providers/ollama.md
@@ -0,0 +1,230 @@
+# Ollama Provider
+
+The Ollama provider enables local LLM inference using the Ollama platform. Run models like Llama 3, Mistral, and Gemma locally without sending data to external APIs, perfect for privacy-sensitive applications and development.
+
+## Configuration
+
+### Basic Setup
+
+Configure Ollama in your agent:
+
+<<< @/../test/dummy/app/agents/providers/ollama_agent.rb#agent{ruby:line-numbers}
+
+### Basic Usage Example
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_basic_example{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/ollama-provider-test.rb-test-basic-generation-with-Ollama.md -->
+:::
+
+### Configuration File
+
+Set up Ollama in `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#ollama_anchor{yaml:line-numbers}
+
+### Environment Variables
+
+No API keys required. Optionally configure connection settings:
+
+```bash
+OLLAMA_HOST=http://localhost:11434
+OLLAMA_MODEL=llama3
+```
+
+## Installing Ollama
+
+### macOS/Linux
+
+```bash
+# Install Ollama
+curl -fsSL https://ollama.ai/install.sh | sh
+
+# Start Ollama service
+ollama serve
+
+# Pull a model
+ollama pull llama3
+```
+
+### Docker
+
+```bash
+docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama
+docker exec -it ollama ollama pull llama3
+```
+
+## Supported Models
+
+Ollama supports a wide range of open-source models that run locally on your machine. For the complete list of available models, see [Ollama's Model Library](https://ollama.ai/library).
+
+### Popular Models
+
+| Model | Sizes | Context Window | Best For |
+|-------|-------|----------------|----------|
+| **llama3** | 8B, 70B | 8K tokens | General purpose reasoning |
+| **mistral** | 7B | 32K tokens | Balanced performance |
+| **gemma** | 2B, 7B | 8K tokens | Lightweight, efficient |
+| **codellama** | 7B, 13B, 34B | 16K tokens | Code generation and analysis |
+| **mixtral** | 8x7B | 32K tokens | High quality, mixture of experts |
+| **phi** | 2.7B | 2K tokens | Fast, small footprint |
+| **qwen** | 0.5B to 72B | 32K tokens | Multilingual support |
+| **deepseek-r1** | 1.5B to 70B | 64K tokens | Advanced reasoning |
+
+**Recommended model identifiers:**
+- **llama3** - Best for general use and reasoning
+- **codellama** - Best for code-related tasks
+- **mistral** - Best for long context understanding
+
+::: tip Quantized Models
+Ollama offers quantized versions that reduce memory usage and increase speed with minimal quality loss. For example: `ollama pull qwen3:0.6b`
+:::
+
+### List Installed Models
+
+```bash
+# List all locally available models
+ollama list
+
+# Pull a new model
+ollama pull llama3
+
+# Remove a model
+ollama rm llama3
+```
+
+## Provider-Specific Parameters
+
+### Required Parameters
+
+- **`model`** - Model name (e.g., "llama3", "mistral")
+
+### Sampling Parameters
+
+- **`temperature`** - Controls randomness (0.0 to 1.0)
+- **`top_p`** - Nucleus sampling parameter (0.0 to 1.0)
+- **`top_k`** - Top-k sampling parameter (integer ≥ 0)
+- **`num_predict`** - Maximum tokens to generate
+- **`seed`** - For reproducible outputs (integer)
+- **`stop`** - Array of stop sequences
+
+### System Configuration
+
+- **`host`** - Ollama server URL (default: `http://localhost:11434`)
+- **`keep_alive`** - Keep model loaded in memory (e.g., "5m", "1h")
+- **`timeout`** - Request timeout in seconds
+
+### Advanced Options
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_advanced_options{ruby:line-numbers}
+
+### Embeddings
+
+- **`embedding_model`** - Embedding model name (e.g., "nomic-embed-text")
+- **`host`** - Ollama server URL for embeddings
+
+### Streaming
+
+- **`stream`** - Enable streaming responses (boolean, default: false)
+
+## Local Inference
+
+Run models completely offline without external API calls. All inference happens on your machine without requiring an internet connection.
+
+**Privacy Benefits:**
+- All data stays on your machine
+- No external API calls
+- No internet connection required after model download
+- Full control over your data
+
+## Performance Optimization
+
+### Model Loading
+
+Keep models in memory for faster responses:
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_model_loading{ruby:line-numbers}
+
+### Hardware Acceleration
+
+Configure GPU usage for better performance:
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_gpu_configuration{ruby:line-numbers}
+
+### Quantization
+
+Use quantized models for faster inference with less memory:
+
+```bash
+# Pull quantized versions
+ollama pull llama3:8b-q4_0  # 4-bit quantization
+ollama pull llama3:8b-q5_1  # 5-bit quantization
+```
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_quantized_model{ruby:line-numbers}
+
+## Structured Output
+
+Ollama does not have native structured output support. However, many models can generate JSON through careful prompting. For comprehensive structured output patterns, see the [Structured Output Documentation](/actions/structured-output).
+
+### Limitations
+
+- **No guaranteed JSON output** - Depends on model following instructions
+- **No schema enforcement** - Cannot guarantee specific field requirements
+- **Quality varies by model** - Llama 3, Mixtral, and Mistral work best
+- **Requires validation** - Always parse and validate responses
+
+::: tip
+For applications requiring guaranteed schema conformance, use [OpenAI](/providers/open-ai#structured-output) with strict mode or [Anthropic](/providers/anthropic#emulated-json-object-support). For local processing, implement robust validation and error handling.
+:::
+
+## Embeddings
+
+Generate embeddings locally using Ollama's embedding models. For comprehensive embedding usage patterns, see the [Embeddings Documentation](/actions/embeddings).
+
+### Available Embedding Models
+
+| Model | Dimensions | Best For |
+|-------|------------|----------|
+| **nomic-embed-text** | 768 | High-quality text embeddings |
+| **mxbai-embed-large** | 1024 | Large embedding model |
+| **all-minilm** | 384 | Lightweight embeddings |
+
+## Error Handling
+
+Ollama-specific error handling for connection failures and missing models. For comprehensive error handling strategies, see the [Error Handling Documentation](/agents/error-handling).
+
+### Common Ollama Errors
+
+- **`Errno::ECONNREFUSED`** - Ollama service not running (start with `ollama serve`)
+- **`Net::OpenTimeout`** - Connection timeout
+- **`ActiveAgent::GenerationError`** - Model not found or generation failure
+
+### Example
+
+<<< @/../test/docs/providers/ollama_examples_test.rb#ollama_error_handling{ruby:line-numbers}
+
+## Best Practices
+
+1. **Pre-pull models** - Download models before first use: `ollama pull llama3`
+2. **Monitor memory usage** - Large models require significant RAM (8GB+ recommended)
+3. **Use appropriate models** - Balance size, speed, and capability for your use case
+4. **Keep models loaded** - Use `keep_alive` parameter for frequently used models
+5. **Implement fallbacks** - Handle connection failures and missing models gracefully
+6. **Use quantization** - Reduce memory usage and increase speed with quantized models
+7. **Test locally** - Ensure models work in development before deployment
+8. **Consider GPU** - Use GPU acceleration for better performance with larger models
+
+## Related Documentation
+
+- [Streaming](/agents/streaming) - Real-time response streaming patterns
+- [Embeddings Framework](/actions/embeddings) - Complete guide to embeddings
+- [Configuration](/framework/configuration) - Global provider setup
+- [Structured Output](/actions/structured-output) - Structured output patterns
+- [Providers Overview](/framework/providers) - Provider comparison
+- [Configuration Guide](/getting-started#configuration) - Setup and configuration
+- [Error Handling](/agents/error-handling) - Error handling strategies
+- [Ollama Documentation](https://ollama.ai/docs) - Official Ollama docs
+- [Ollama Model Library](https://ollama.ai/library) - Available models
+
diff --git a/docs/providers/open_ai.md b/docs/providers/open_ai.md
new file mode 100644
index 00000000..acbdcd05
--- /dev/null
+++ b/docs/providers/open_ai.md
@@ -0,0 +1,322 @@
+# OpenAI Provider
+
+The OpenAI provider enables integration with GPT models including GPT-5, GPT-4.1, GPT-4o, o3, and the GPT-4 family. It offers two distinct APIs: the **Responses API** (default) with built-in tools for web search, image generation, and MCP integration, and the traditional **Chat Completions API** for standard chat interactions.
+
+::: tip Responses API vs Chat Completions API
+The provider uses the **Responses API** by default for access to OpenAI-specific built-in tools. To use the Chat Completions API instead, set `api_version: :chat` in your agent configuration.
+
+**Responses API (default):**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#responses_api_agent{ruby:line-numbers}
+
+**Chat Completions API:**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#chat_api_agent{ruby:line-numbers}
+:::
+
+## Configuration
+
+### Basic Setup
+
+Configure OpenAI in your agent:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#basic_configuration{ruby:line-numbers}
+
+### Basic Usage Example
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#basic_usage{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/openai-provider-test.rb-test-basic-generation-with-OpenAI-GPT.md -->
+:::
+
+### Configuration File
+
+Set up OpenAI credentials in `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#openai_anchor{yaml:line-numbers}
+
+### Environment Variables
+
+Alternatively, use environment variables:
+
+```bash
+OPENAI_ACCESS_TOKEN=your-api-key
+OPENAI_ORGANIZATION_ID=your-org-id  # Optional
+```
+
+## Supported Models
+
+OpenAI provides two distinct APIs with different model sets and capabilities. For the complete list of available models, see [OpenAI's Models Documentation](https://platform.openai.com/docs/models).
+
+### Responses API Models (Recommended)
+
+The Responses API provides access to built-in tools and advanced features. These models support web search, image generation, and MCP integration:
+
+| Model | Description | Context Window | Best For |
+|-------|-------------|----------------|----------|
+| **GPT-5** | Most advanced model with all built-in tools | 128K tokens | Complex reasoning, multi-tool tasks |
+| **GPT-4.1** | Enhanced GPT-4 with tool support | 128K tokens | Advanced analysis with tools |
+| **GPT-4.1-mini** | Efficient version with tool support | 128K tokens | Fast tool-enabled tasks |
+| **o3** | Advanced reasoning model | 200K tokens | Deep reasoning, complex problems |
+| **o4-mini** | Compact reasoning model | 128K tokens | Efficient reasoning tasks |
+
+**Recommended model identifiers:**
+- **gpt-5** - Best for complex tasks requiring multiple tools
+- **gpt-4.1** - Best for advanced reasoning with tool support
+- **o3** - Best for specialized reasoning tasks
+
+::: tip
+Use the Responses API (default) for access to OpenAI-specific built-in tools like web search, image generation, and MCP integration.
+:::
+
+### Chat Completions API Models
+
+Standard chat models compatible with most providers. Use `api_version: :chat` to access these:
+
+| Model | Description | Context Window | Best For |
+|-------|-------------|----------------|----------|
+| **GPT-4o** | Most capable with vision | 128K tokens | Vision analysis, complex reasoning |
+| **GPT-4o-mini** | Fast, cost-effective | 128K tokens | Most applications, embeddings |
+| **GPT-4o-search-preview** | GPT-4o with web search | 128K tokens | Research, current information |
+| **GPT-4o-mini-search-preview** | Mini with web search | 128K tokens | Fast research tasks |
+| **GPT-4 Turbo** | Latest GPT-4 | 128K tokens | Advanced analysis |
+| **GPT-4** | Original GPT-4 | 8K tokens | General reasoning |
+| **GPT-3.5 Turbo** | Fast and economical | 16K tokens | Simple tasks, high volume |
+
+::: warning
+Search-preview models in Chat API provide web search but with different configuration than Responses API built-in tools. For consistent tool usage, prefer the Responses API.
+:::
+
+## Provider-Specific Parameters
+
+### Required Parameters
+
+- **`model`** - Model identifier (e.g., "gpt-4o", "gpt-3.5-turbo")
+
+### Sampling Parameters
+
+- **`temperature`** - Controls randomness (0.0 to 2.0, default: 1.0)
+- **`max_tokens`** - Maximum tokens in response
+- **`top_p`** - Nucleus sampling parameter (0.0 to 1.0)
+- **`frequency_penalty`** - Penalize frequent tokens (-2.0 to 2.0)
+- **`presence_penalty`** - Penalize new topics (-2.0 to 2.0)
+- **`seed`** - For deterministic outputs (integer)
+
+### Response Configuration
+
+- **`response_format`** - Output format ({ type: "json_object" } or { type: "text" })
+- **`max_tokens`** - Maximum tokens to generate
+
+### Tools & Functions
+
+- **`tools`** - Array of built-in tools for Responses API
+  - `web_search_preview` - Enable web search
+  - `image_generation` - Enable DALL-E image generation
+  - `mcp` - Enable MCP integration
+- **`tool_choice`** - Control tool usage ("auto", "required", "none", or specific tool)
+- **`parallel_tool_calls`** - Allow parallel tool execution (boolean)
+- **`mcp_servers`** - Array of MCP server configurations (max 20)
+
+### Embeddings
+
+- **`embedding_model`** - Embedding model identifier (e.g., "text-embedding-3-large")
+- **`dimensions`** - Reduced dimensions for embeddings (text-embedding-3-* models only)
+
+### API Configuration
+
+- **`api_version`** - API version to use (`:responses` [default] or `:chat`)
+- **`organization_id`** - OpenAI organization ID
+- **`project_id`** - OpenAI project ID for usage tracking
+
+### Client Configuration
+
+- **`access_token`** - OpenAI API key (also accepts `api_key`)
+- **`host`** - Custom API endpoint URL (for Azure OpenAI)
+- **`request_timeout`** - Request timeout in seconds (default: 30)
+- **`max_retries`** - Maximum retry attempts (default: 3)
+
+### Advanced Options
+
+- **`stream`** - Enable streaming responses (boolean)
+- **`web_search`** - Web search configuration for Chat API with search-preview models
+- **`web_search_options`** - Alternative parameter name for web search in Chat API
+
+## Built-in Tools
+
+OpenAI's Responses API (the default) provides access to powerful built-in tools that extend the model's capabilities beyond text generation.
+
+::: tip Using Responses API
+The Responses API is used by default. Built-in tools work with compatible Responses API models (GPT-5, GPT-4.1, o3, etc.). To switch to Chat Completions API, set `api_version: :chat`.
+:::
+
+### Web Search
+
+The Responses API enables web search capabilities using the `web_search_preview` tool for real-time information retrieval:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#web_search_agent{ruby:line-numbers}
+
+::: tip Best Practice
+Web search is particularly useful for questions requiring current information, recent events, or real-time data that's beyond the model's training cutoff.
+:::
+
+### Image Generation
+
+The Responses API can generate and edit images using the `image_generation` tool, powered by DALL-E:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#image_generation_agent{ruby:line-numbers}
+
+::: warning
+Image generation is only available with Responses API models. Chat Completions API models do not support this built-in tool.
+:::
+
+### MCP (Model Context Protocol) Integration
+
+The Responses API supports connecting to external services and MCP servers for extended functionality:
+
+**Built-in Connectors:**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#mcp_builtin_connectors{ruby:line-numbers}
+
+**Custom MCP Servers:**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#mcp_custom_servers{ruby:line-numbers}
+
+**Available MCP Connectors:**
+- **connector_dropbox** - Dropbox file access
+- **connector_gmail** - Gmail integration
+- **connector_googlecalendar** - Google Calendar
+- **connector_googledrive** - Google Drive access
+- **connector_microsoftteams** - Microsoft Teams
+- **connector_outlookcalendar** - Outlook Calendar
+- **connector_outlookemail** - Outlook Email
+- **connector_sharepoint** - SharePoint access
+- **GitHub MCP** - Use server URL: `https://api.githubcopilot.com/mcp/`
+
+::: tip MCP Best Practices
+- Limit to 20 MCP servers maximum per request
+- Use built-in connectors for popular services
+- Implement proper authentication for custom servers
+- Monitor rate limits when using external MCP services
+:::
+
+### Tool Configuration Example
+
+Here's how built-in tools are configured in the prompt options:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#tool_configuration_example{ruby:line-numbers}
+
+::: details Configuration Output
+<!-- @include: @/parts/examples/builtin-tools-doc-test.rb-test-tool-configuration-in-prompt-options.md -->
+:::
+
+## Vision Capabilities
+
+GPT-4o and GPT-4o-mini models support image analysis through the Chat Completions API. Provide image URLs or base64-encoded images in your prompts.
+
+**Supported Models:**
+- GPT-4o (Chat API)
+- GPT-4o-mini (Chat API)
+
+**Agent Configuration:**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#vision_agent{ruby:line-numbers}
+
+::: tip
+Vision capabilities require passing image data as part of the message content structure. See the [integration tests](https://github.com/quiltt/activeagent/tree/main/test/integration/open_ai) for detailed examples of image analysis.
+:::
+
+::: warning API Version Requirement
+Vision capabilities are only available with Chat Completions API models (GPT-4o, GPT-4o-mini). Set `api_version: :chat` in your configuration.
+:::
+
+## Structured Output
+
+OpenAI provides native structured output support with strict schema validation. For comprehensive documentation, see the [Structured Output guide](/actions/structured-output).
+
+**OpenAI-Specific Features:**
+- **Strict Mode** - Guarantees output format conformance with `strict: true`
+- **Native JSON Schema Support** - Built into the API, not just prompt engineering
+- **Model-Level Validation** - The model enforces the schema during generation
+
+**Basic Example:**
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#structured_output_agent{ruby:line-numbers}
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#structured_output_usage{ruby:line-numbers}
+
+::: tip
+OpenAI's strict mode ensures the model cannot produce invalid output, making it ideal for applications requiring guaranteed schema conformance.
+:::
+
+## Embeddings
+
+Generate high-quality text embeddings using OpenAI's embedding models. For general embedding usage, see the [Embeddings Documentation](/actions/embeddings).
+
+#### Available Embedding Models
+
+| Model | Dimensions | Cost per 1M tokens | Best For |
+|-------|------------|-------------------|----------|
+| **text-embedding-3-large** | 3072 (configurable) | $0.13 | Highest quality, semantic search |
+| **text-embedding-3-small** | 1536 (configurable) | $0.02 | Good balance, most applications |
+| **text-embedding-ada-002** | 1536 (fixed) | $0.10 | Legacy support |
+
+For detailed model comparisons and benchmarks, see [OpenAI's Embeddings Documentation](https://platform.openai.com/docs/guides/embeddings).
+
+### Configuration
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#embedding_configuration{ruby:line-numbers}
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#embedding_usage{ruby:line-numbers}
+
+### Dimension Reduction
+
+OpenAI's text-embedding-3 models support configurable dimensions for cost optimization:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#dimension_reduction{ruby:line-numbers}
+
+::: tip OpenAI-Specific Feature
+Dimension reduction (256-3072 for text-embedding-3-large, 256-1536 for text-embedding-3-small) reduces storage costs while maintaining good performance. This feature is unique to OpenAI's text-embedding-3 models.
+:::
+
+For similarity search, batch processing, and advanced embedding patterns, see the [Embeddings Documentation](/actions/embeddings).
+
+## Azure OpenAI
+
+ActiveAgent supports Azure OpenAI Service with custom endpoint configuration.
+
+### Configuration
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#azure_configuration{ruby:line-numbers}
+
+### Key Differences
+
+- **Deployment Names**: Use your Azure deployment name instead of OpenAI model names
+- **API Versions**: Azure uses date-based API versions (e.g., "2024-02-01")
+- **Authentication**: Use Azure-specific API keys from your Azure portal
+- **Endpoints**: Custom host URL based on your Azure resource name
+
+::: tip
+Azure OpenAI may lag behind OpenAI's latest models and features. Check Azure's model availability before planning deployments.
+:::
+
+## Error Handling
+
+OpenAI-specific errors can be handled using standard ActiveAgent error handling patterns:
+
+<<< @/../test/docs/providers/open_ai_examples_test.rb#error_handling{ruby:line-numbers}
+
+**Common OpenAI Error Types:**
+- `OpenAI::RateLimitError` - Rate limit exceeded
+- `OpenAI::APIError` - General API error
+- `OpenAI::TimeoutError` - Request timeout
+- `OpenAI::AuthenticationError` - Invalid API key
+- `OpenAI::InvalidRequestError` - Malformed request
+
+For comprehensive error handling strategies, retry logic, and best practices, see the [Error Handling Documentation](/agents/error-handling).
+
+## Related Documentation
+
+- [Providers Overview](/framework/providers)
+- [Configuration Guide](/getting-started#configuration)
+- [OpenAI API Documentation](https://platform.openai.com/docs)
diff --git a/docs/providers/open_router.md b/docs/providers/open_router.md
new file mode 100644
index 00000000..545050ea
--- /dev/null
+++ b/docs/providers/open_router.md
@@ -0,0 +1,296 @@
+# OpenRouter Provider
+
+The OpenRouter provider enables access to 200+ AI models from multiple providers (OpenAI, Anthropic, Google, Meta, and more) through a unified API. It offers intelligent model routing, automatic fallbacks, multimodal support, PDF processing, and cost optimization features.
+
+## Configuration
+
+### Basic Setup
+
+Configure OpenRouter in your agent:
+
+<<< @/../test/dummy/app/agents/providers/open_router_agent.rb#agent{ruby:line-numbers}
+
+### Basic Usage Example
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_basic_example{ruby:line-numbers}
+
+::: details Response Example
+<!-- @include: @/parts/examples/open-router-provider-test.rb-test-basic-generation-with-OpenRouter.md -->
+:::
+
+### Configuration File
+
+Set up OpenRouter credentials in `config/active_agent.yml`:
+
+<<< @/../test/dummy/config/active_agent.yml#open_router_anchor{yaml:line-numbers}
+
+### Environment Variables
+
+Alternatively, use environment variables:
+
+```bash
+OPEN_ROUTER_API_KEY=your-api-key
+# or
+OPENROUTER_API_KEY=your-api-key
+```
+
+## Supported Models
+
+OpenRouter provides access to 200+ models from multiple providers. For the complete list of available models and their capabilities, see [OpenRouter Models](https://openrouter.ai/models).
+
+### Popular Models
+
+| Provider | Model | Context Window | Best For |
+|----------|-------|----------------|----------|
+| **OpenAI** | openai/gpt-4o | 128K tokens | Vision, structured output, complex reasoning |
+| **OpenAI** | openai/gpt-4o-mini | 128K tokens | Fast, cost-effective with vision support |
+| **Anthropic** | anthropic/claude-3-5-sonnet | 200K tokens | Balanced performance, coding, analysis |
+| **Anthropic** | anthropic/claude-3-opus | 200K tokens | Most capable Claude model |
+| **Google** | google/gemini-pro-1.5 | 2M tokens | Very long context windows |
+| **Meta** | meta-llama/llama-3.1-405b | 128K tokens | Open source, powerful reasoning |
+| **Free** | qwen/qwen3-30b-a3b:free | 32K tokens | Free tier testing and development |
+
+**Recommended model identifiers:**
+- **openai/gpt-4o** - Best for vision tasks and structured output
+- **anthropic/claude-3-5-sonnet** - Best for coding and complex analysis
+- **google/gemini-pro-1.5** - Best for extremely long documents
+
+::: tip Model Prefixes
+OpenRouter uses provider prefixes (e.g., `openai/`, `anthropic/`) to route requests to the correct provider. This allows you to use the same model across different providers or switch between them easily.
+:::
+
+## Provider-Specific Parameters
+
+### Required Parameters
+
+- **`model`** - Model identifier (e.g., "openai/gpt-4o", default: "openrouter/auto")
+
+### Sampling Parameters
+
+- **`temperature`** - Controls randomness (0.0 to 2.0, default: varies by model)
+- **`max_tokens`** - Maximum tokens to generate (minimum: 1)
+- **`top_p`** - Nucleus sampling parameter (0.0 to 1.0)
+- **`top_k`** - Top-k sampling parameter (integer ≥ 1)
+- **`frequency_penalty`** - Penalize frequent tokens (-2.0 to 2.0)
+- **`presence_penalty`** - Penalize new topics (-2.0 to 2.0)
+- **`repetition_penalty`** - Control repetition (0.0 to 2.0)
+- **`min_p`** - Minimum probability threshold (0.0 to 1.0)
+- **`top_a`** - Top-a sampling parameter (0.0 to 1.0)
+- **`seed`** - For deterministic outputs (integer)
+- **`stop`** - Stop sequences (string or array)
+
+### Tools & Functions
+
+- **`tools`** - Array of tool definitions for function calling
+- **`tool_choice`** - Control which tools can be used ("auto", "any", or specific tool)
+- **`parallel_tool_calls`** - Allow parallel tool execution (boolean)
+
+::: tip Tool Calling Support
+Tool calling support varies by model. Most modern models (GPT-4o, Claude 3.5, Gemini Pro) support function calling. Check the [OpenRouter model documentation](https://openrouter.ai/models) for specific model capabilities.
+:::
+
+### Response Format
+
+- **`response_format`** - Output format control (see [Structured Output](/actions/structured-output))
+
+### Predicted Outputs
+
+- **`prediction`** - Predicted output configuration for latency optimization (supported by compatible models)
+
+### OpenRouter-Specific Features
+
+- **`models`** (or `fallback_models`) - Array of fallback models for automatic failover
+- **`route`** - Routing strategy ("fallback")
+- **`transforms`** - Content transforms (e.g., ["middle-out"] for long context)
+- **`provider`** - Provider preferences (see [Provider Preferences](#provider-preferences))
+- **`user`** - Stable user identifier for cost tracking and analytics
+
+### Client Configuration
+
+- **`access_token`** - OpenRouter API key (also accepts `api_key`)
+- **`uri_base`** - API endpoint (default: "https://openrouter.ai/api/v1")
+- **`app_name`** - Application name for usage attribution
+- **`site_url`** - Site URL for referral tracking and credits
+
+### Streaming
+
+- **`stream`** - Enable streaming responses (boolean, default: false)
+
+## Model Routing & Fallbacks
+
+OpenRouter provides intelligent model routing with automatic fallbacks when models are unavailable or requests fail.
+
+### Automatic Fallbacks
+
+Configure fallback models that will be tried in order if the primary model fails:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_fallback_agent{ruby:line-numbers}
+
+**Fallback Behavior:**
+- Models are tried in the order specified
+- Automatic retry on rate limits or availability issues
+- Seamless failover with no code changes needed
+- Cost optimization by trying cheaper alternatives first
+
+### Model Selection Strategies
+
+Use the `route` parameter to control routing behavior:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_auto_routing_agent{ruby:line-numbers}
+
+**Available Routes:**
+- **`fallback`** - Try models in order until one succeeds
+
+## Provider Preferences
+
+Fine-tune which providers and configurations OpenRouter uses for your requests.
+
+### Basic Provider Configuration
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_provider_preferences_agent{ruby:line-numbers}
+
+### Provider Selection
+
+Control which providers handle your requests:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_provider_selection_agent{ruby:line-numbers}
+
+### Cost Optimization
+
+Set maximum price constraints to control costs:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_cost_optimization_agent{ruby:line-numbers}
+
+**Sorting Options:**
+- **`price`** - Lowest cost providers first
+- **`throughput`** - Highest throughput providers first
+- **`latency`** - Lowest latency providers first
+
+### Privacy & Data Collection
+
+Control data collection and privacy settings:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_privacy_agent{ruby:line-numbers}
+
+**Data Collection Options:**
+- **`allow`** (default) - Allow providers that may store/train on data
+- **`deny`** - Only use providers with strict no-data-retention policies
+
+### Quantization Control
+
+Filter providers by model quantization level:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_quantization_agent{ruby:line-numbers}
+
+**Available Quantizations:**
+- `int4`, `int8` - Lower precision, faster inference
+- `fp4`, `fp6`, `fp8` - Mixed precision
+- `fp16`, `bf16` - High precision
+- `fp32` - Full precision
+- `unknown` - Unspecified quantization
+
+## Content Transforms
+
+OpenRouter provides content transforms to optimize long-context handling.
+
+### Middle-Out Compression
+
+The `middle-out` transform automatically compresses the middle portion of long contexts while preserving the beginning and end:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_transforms_agent{ruby:line-numbers}
+
+**Benefits:**
+- Reduces token usage for long documents
+- Preserves important context at start/end
+- Lowers costs on long-context requests
+- Maintains coherent summaries
+
+## Cost Tracking & Analytics
+
+OpenRouter provides detailed usage analytics when you configure tracking parameters.
+
+### User Tracking
+
+Track costs per user with the `user` parameter:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_user_tracking_agent{ruby:line-numbers}
+
+### Application Attribution
+
+Configure app tracking for referral credits:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_app_attribution_agent{ruby:line-numbers}
+
+**Benefits:**
+- Earn referral credits for traffic
+- Track usage across applications
+- Detailed cost breakdowns in OpenRouter dashboard
+- Per-user and per-model analytics
+
+## Multimodal Support
+
+OpenRouter supports vision-capable models for image analysis and multimodal tasks.
+
+### Image Analysis
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_vision_agent{ruby:line-numbers}
+
+**Vision-Capable Models:**
+- `openai/gpt-4o` - Best vision performance
+- `openai/gpt-4o-mini` - Fast, cost-effective vision
+- `anthropic/claude-3-5-sonnet` - Strong vision + reasoning
+- `google/gemini-pro-vision` - Google's vision model
+
+## PDF Processing
+
+OpenRouter provides built-in PDF processing capabilities through plugins.
+
+### PDF Document Analysis
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_pdf_agent{ruby:line-numbers}
+
+**PDF Processing Engines:**
+- **`pdf-text`** (free) - Text extraction from PDFs
+- **`mistral-ocr`** ($2/1000 pages) - OCR for scanned documents
+- **`native`** (input tokens) - Model's native PDF support
+
+## Best Practices
+
+### 1. Use Fallbacks for Reliability
+
+Always configure fallback models for production systems:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_best_practice_fallbacks_agent{ruby:line-numbers}
+
+### 2. Optimize Costs with Provider Preferences
+
+Use cost-based sorting and price limits:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_best_practice_cost_agent{ruby:line-numbers}
+
+### 3. Track Usage Per User
+
+Enable detailed analytics:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_best_practice_tracking_agent{ruby:line-numbers}
+
+### 4. Use Transforms for Long Content
+
+Apply middle-out compression for documents:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_best_practice_transforms_agent{ruby:line-numbers}
+
+### 5. Respect Privacy with Provider Settings
+
+For sensitive data, use privacy-first providers:
+
+<<< @/../test/docs/providers/open_router_examples_test.rb#openrouter_best_practice_privacy_agent{ruby:line-numbers}
+
+## Related Documentation
+
+- [Structured Output](/actions/structured-output) - Comprehensive structured output guide
+- [Data Extraction Agent](/examples/data-extraction-agent) - Data extraction examples
+- [Providers Overview](/providers) - Provider architecture
+- [Configuration Guide](/framework/configuration) - General configuration
+- [OpenRouter API Documentation](https://openrouter.ai/docs) - Official OpenRouter docs
+- [OpenRouter Provider Routing](https://openrouter.ai/docs/provider-routing) - Advanced routing documentation
diff --git a/docs/ref-cards.md b/docs/ref-cards.md
index ee97c86c..36dade3f 100644
--- a/docs/ref-cards.md
+++ b/docs/ref-cards.md
@@ -2,35 +2,35 @@
 title: Overview
 cards:
   - title: Agents
-    link: /docs/framework/active-agent
+    link: /framework/agents
     icon: <img src="/activeagent.png" />
     details: Agents are Controllers with a common Generation API with enhanced memory and tooling.
-  - title: Actions 
+  - title: Actions
     icon: 🦾
-    link: /docs/action-prompt/actions
-    details: Actions are tools for Agents to interact with systems and code.
+    link: /actions/actions
+    details: Actions organize agent behaviors. Optionally use Action View templates for complex formatting.
   - title: Prompts
     icon: 📝
-    link: /docs/action-prompt/prompts
-    details: Prompts are rendered with Action View. Agents can generate content using Action View.
-  - title: Generation Providers
+    link: /actions/prompts
+    details: Prompts contain the runtime context, messages, and configuration for AI generation.
+  - title: Providers
     icon: 🏭
-    link: /docs/framework/generation-provider
-    details: Generation Providers establish a common interface for different AI service providers.
+    link: /framework/providers
+    details: Providers establish a common interface for different AI service providers.
   - title: Queued Generation
     icon: ⏳
     details: Queued Generation manages asynchronous prompt generation and response cycles with Active Job.
   - title: Streaming
-    link: /docs/active-agent/callbacks#streaming
+    link: /agents/callbacks#streaming
     icon: 📡
     details: Streaming allows for real-time dynamic UI updates based on user & agent interactions, enhancing user experience and responsiveness in AI-driven applications.
   - title: Callbacks
     icon: 🔄
     details: Callbacks enable contextual prompting using retrieval before_action or persistence after_generation.
   - title: Generative UI
-    link: /docs/active-agent/generative-ui
+    link: /agents/generative-ui
     icon: 🖼️
     details: Generative UI allows for dynamic and interactive user interfaces that adapt based on AI-generated interactions and content, enhancing user engagement and experience.
 ---
 
-<FeatureCards :cards="$frontmatter.cards" />
\ No newline at end of file
+<FeatureCards :cards="$frontmatter.cards" />
diff --git a/example_file_mapping.md b/example_file_mapping.md
deleted file mode 100644
index 6f43a73a..00000000
--- a/example_file_mapping.md
+++ /dev/null
@@ -1,62 +0,0 @@
-# Example File Mapping
-
-This document tracks the mapping between test files/methods and their generated example files.
-
-## Current References to Update
-
-### travel_agent_test.rb
-- `test-travel-agent-search-action-with-LLM-interaction-test-travel-agent-search-action-with-LLM-interaction.md`
-- `test-travel-agent-book-action-with-LLM-interaction-travel_agent_book_llm.md`
-- `test-travel-agent-confirm-action-with-LLM-interaction-test-travel-agent-confirm-action-with-LLM-interaction.md`
-- `test-travel-agent-full-conversation-flow-with-LLM-test-travel-agent-full-conversation-flow-with-LLM.md`
-- `test-travel-agent-search-view-renders-HTML-format-test-travel-agent-search-view-renders-HTML-format.md`
-
-### data_extraction_agent_test.rb
-- `test-describe-cat-image-creates-a-multimodal-prompt-with-image-and-text-content-test-describe-cat-image-creates-a-multimodal-prompt-with-image-and-text-content.md`
-- `test-parse-chart-content-from-image-data-test-parse-chart-content-from-image-data.md`
-- `test-parse-chart-content-from-image-data-with-structured-output-schema-test-parse-chart-content-from-image-data-with-structured-output-schema.md`
-- `test-parse-chart-content-from-image-data-with-structured-output-schema-parse-chart-json-response.md`
-- `test-parse-resume-creates-a-multimodal-prompt-with-file-data-with-structured-output-schema-test-parse-resume-creates-a-multimodal-prompt-with-file-data-with-structured-output-schema.md`
-- `test-parse-resume-creates-a-multimodal-prompt-with-file-data-with-structured-output-schema-parse-resume-json-response.md`
-
-### support_agent_test.rb
-- `test-it-renders-a-prompt-context-generates-a-response-with-a-tool-call-and-performs-the-requested-actions-test-it-renders-a-prompt-context-generates-a-response-with-a-tool-call-and-performs-the-requested-actions.md`
-
-### translation_agent_test.rb
-- `test-it-renders-a-translate-prompt-and-generates-a-translation-test-it-renders-a-translate-prompt-and-generates-a-translation.md`
-
-### multi_turn_tool_test.rb
-- `multi-turn-tool-test-agent-performs-tool-call-and-continues-generation-with-result.md`
-- `multi-turn-tool-test-agent-chains-multiple-tool-calls-for-complex-task.md`
-
-### option_hierarchy_test.rb
-- `test-runtime-options-example-output-test-runtime-options-example-output.md`
-
-### Unknown test file (need to find)
-- `test-it-renders-a-prompt-with-an-plain-text-message-and-generates-a-response-test-it-renders-a-prompt-with-an-plain-text-message-and-generates-a-response.md`
-- `test-it-renders-a-prompt-with-an-plain-text-message-with-previous-messages-and-generates-a-response-test-it-renders-a-prompt-with-an-plain-text-message-with-previous-messages-and-generates-a-response.md`
-- `test-response-object-usage-test-response-object-usage.md`
-
-## Files that reference these examples
-
-1. **docs/docs/active-agent/travel-agent.md** - 5 references
-2. **docs/docs/documentation-process.md** - 4 references  
-3. **docs/docs/getting-started.md** - 1 reference
-4. **docs/docs/active-agent/generation.md** - 2 references
-5. **docs/docs/action-prompt/tools.md** - 1 reference
-6. **docs/docs/agents/translation-agent.md** - 1 reference
-7. **docs/docs/action-prompt/tool-calling.md** - 2 references
-8. **docs/docs/action-prompt/actions.md** - 2 references
-9. **docs/docs/framework/active-agent.md** - 3 references
-10. **docs/docs/framework/generation-provider.md** - 1 reference
-11. **docs/docs/agents/data-extraction-agent.md** - 6 references
-
-## Expected New Naming Pattern
-
-Based on the update, the new pattern should be:
-`{test_file_name}-{test_method_name}.md`
-
-For example:
-- `support_agent_test-it_renders_a_prompt_context_generates_a_response_with_a_tool_call_and_performs_the_requested_actions.md`
-- `multi_turn_tool_test-agent_performs_tool_call_and_continues_generation_with_result.md`
-- `travel_agent_test-travel_agent_search_action_with_LLM_interaction.md`
\ No newline at end of file
diff --git a/lib/active_agent.rb b/lib/active_agent.rb
index a0e64b41..f34cd437 100644
--- a/lib/active_agent.rb
+++ b/lib/active_agent.rb
@@ -1,42 +1,126 @@
-require "yaml"
+# frozen_string_literal: true
+
+
 require "abstract_controller"
-require "active_agent/configuration"
-require "active_agent/generation_provider"
 require "active_agent/version"
 require "active_agent/deprecator"
-require "active_agent/railtie" if defined?(Rails)
-require "active_agent/sanitizers"
 
+# Common Active Support usage in Action Agent
 require "active_support"
 require "active_support/rails"
 require "active_support/core_ext/class"
 require "active_support/core_ext/module/attr_internal"
 require "active_support/core_ext/string/inflections"
 require "active_support/lazy_load_hooks"
+
+# Module Level Extensions
+require "active_agent/configuration"
+require "active_agent/railtie" if defined?(Rails)
+
+# ActiveAgent is a framework for building AI agents with Rails-like conventions.
+#
+# It provides a structured approach to interacting with Large Language Models (LLMs)
+# by offering a familiar interface inspired by ActionMailer. ActiveAgent handles
+# prompt management, tool integration, streaming responses, and provider abstraction.
+#
+# = Core Concepts
+#
+# * **Agents**: Classes that inherit from {ActiveAgent::Base} and define prompts as methods
+# * **Prompts**: Methods that return {Generation} objects for LLM interactions
+# * **Tools**: Ruby methods that can be called by LLMs during generation
+# * **Providers**: Abstraction layer for different LLM services (OpenAI, Anthropic, etc.)
+# * **Streaming**: Real-time response handling via Server-Sent Events
+#
+# @example Creating a simple agent
+#   class GreetingAgent < ActiveAgent::Base
+#     generate_with :openai
+#
+#     def welcome(name:)
+#       @name = name
+#     end
+#   end
+#
+#   # app/views/greeting_agent/welcome.md.erb
+#   # Hello <%= @name %>! How can I help you today?
+#
+#   generation = GreetingAgent.welcome(name: "Alice")
+#   response = generation.generate_now
+#
+# @example Using tools
+#   class WeatherAgent < ActiveAgent::Base
+#     generate_with :anthropic
+#
+#     tool def get_weather(location:)
+#       # Call weather API
+#       { temperature: 72, condition: "sunny" }
+#     end
+#
+#     def forecast(location:)
+#       @location = location
+#     end
+#   end
+#
+# @example Streaming responses
+#   class ChatAgent < ActiveAgent::Base
+#     generate_with :openai
+#
+#     def chat(message:)
+#       @message = message
+#     end
+#   end
+#
+#   ChatAgent.chat(message: "Tell me a story").generate do |stream|
+#     stream.on_text_delta { |delta| print delta }
+#     stream.on_tool_call { |name, args| puts "Calling #{name}" }
+#   end
+#
+# @see ActiveAgent::Base
+# @see ActiveAgent::Configuration
+# @see https://github.com/quiltt/activeagent ActiveAgent on GitHub
 module ActiveAgent
-  include ActiveAgent::Sanitizers
   extend ActiveSupport::Autoload
 
+  # Eager autoload critical components.
+  #
+  # These components are loaded immediately when {eager_load!} is called,
+  # typically during Rails initialization in production environments.
   eager_autoload do
     autoload :Collector
   end
 
+  # Lazy autoload remaining components.
+  #
+  # These components are loaded on-demand when first referenced.
   autoload :Base
-  autoload :Callbacks
-  autoload :Streaming
+  autoload :Callbacks, "active_agent/concerns/callbacks"
+  autoload :Streaming, "active_agent/concerns/streaming"
   autoload :InlinePreviewInterceptor
-  autoload :PromptHelper
   autoload :Generation
-  autoload :GenerationProvider
-  autoload :QueuedGeneration
-  autoload :Parameterized
-  autoload :Preview
-  autoload :Previews, "active_agent/preview"
+  autoload :Queueing, "active_agent/concerns/queueing"
+  autoload :Parameterized, "active_agent/concerns/parameterized"
+  autoload :Preview, "active_agent/concerns/preview"
+  autoload :Previews, "active_agent/concerns/preview"
   autoload :GenerationJob
+  autoload :Observers, "active_agent/concerns/observers"
+  autoload :Provider, "active_agent/concerns/provider"
+  autoload :Rescue, "active_agent/concerns/rescue"
+  autoload :Tooling, "active_agent/concerns/tooling"
+  autoload :View, "active_agent/concerns/view"
 
   class << self
-    attr_accessor :config
-
+    # Eagerly loads all ActiveAgent components and descendant agent classes.
+    #
+    # This method is called during Rails initialization in production mode
+    # to load all code upfront, improving request performance and catching
+    # load-time errors early.
+    #
+    # @return [void]
+    #
+    # @example Manual eager loading
+    #   ActiveAgent.eager_load!
+    #
+    # @note In Rails applications, this is automatically called when
+    #   +config.eager_load+ is true (default in production).
     def eager_load!
       super
 
@@ -44,31 +128,26 @@ def eager_load!
         agent.eager_load! unless agent.abstract?
       end
     end
-
-    # @return [void]
-    def configure
-      yield self
-
-      sanitizers_reset!
-    end
-
-    # @return [void]
-    def load_configuration(file)
-      if File.exist?(file)
-        config_file = YAML.load(ERB.new(File.read(file)).result, aliases: true)
-        env = ENV["RAILS_ENV"] || ENV["ENV"] || "development"
-        @config = config_file[env] || config_file
-      else
-        @config = {}
-      end
-
-      sanitizers_reset!
-    end
   end
 end
 
+# Autoload MIME type support for content type handling.
+#
+# ActiveAgent uses ActionDispatch's MIME type system for handling
+# different content types in prompts and responses.
 autoload :Mime, "action_dispatch/http/mime_type"
 
+# Register markdown MIME type for template rendering, Not needed in Rails 8.1
+Mime::Type.register "text/markdown", :md, [], %w[md markdown] unless Mime::Type.lookup_by_extension(:md)
+
+# Register schema+json MIME type for JSON schema template rendering
+Mime::Type.register "application/schema+json", :"schema.json", [ "application/schema+json" ], %w[schema] unless Mime::Type.lookup_by_extension(:"schema.json")
+
+# Configure ActionView integration when loaded.
+#
+# Sets up default formats and MIME type implementation for rendering
+# agent prompt templates. This ensures proper content type handling
+# for various template formats (.md.erb, .txt.erb, etc.).
 ActiveSupport.on_load(:action_view) do
   ActionView::Base.default_formats ||= Mime::SET.symbols
   ActionView::Template.mime_types_implementation = Mime
diff --git a/lib/active_agent/action_prompt.rb b/lib/active_agent/action_prompt.rb
deleted file mode 100644
index f8288f8e..00000000
--- a/lib/active_agent/action_prompt.rb
+++ /dev/null
@@ -1,19 +0,0 @@
-require "abstract_controller"
-require "active_support/core_ext/string/inflections"
-
-module ActiveAgent
-  module ActionPrompt
-    extend ::ActiveSupport::Autoload
-
-    eager_autoload do
-      autoload :Collector
-      autoload :Message
-      autoload :Prompt
-      autoload :PromptHelper
-    end
-
-    autoload :Base
-
-    extend ActiveSupport::Concern
-  end
-end
diff --git a/lib/active_agent/action_prompt/action.rb b/lib/active_agent/action_prompt/action.rb
deleted file mode 100644
index 8d61bd39..00000000
--- a/lib/active_agent/action_prompt/action.rb
+++ /dev/null
@@ -1,13 +0,0 @@
-module ActiveAgent
-  module ActionPrompt
-    class Action
-      attr_accessor :agent_name, :id, :name, :params
-
-      def initialize(attributes = {})
-        @id = attributes.fetch(:id, nil)
-        @name = attributes.fetch(:name, "")
-        @params = attributes.fetch(:params, {})
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/action_prompt/base.rb b/lib/active_agent/action_prompt/base.rb
deleted file mode 100644
index 990ec7f6..00000000
--- a/lib/active_agent/action_prompt/base.rb
+++ /dev/null
@@ -1,623 +0,0 @@
-require "active_agent/collector"
-require "active_support/core_ext/string/inflections"
-require "active_support/core_ext/hash/except"
-require "active_support/core_ext/module/anonymous"
-require "active_agent/action_prompt/message"
-require "active_agent/action_prompt/action"
-
-# require "active_agent/log_subscriber"
-require "active_agent/rescuable"
-module ActiveAgent
-  module ActionPrompt
-    class Base < AbstractController::Base
-      include Callbacks
-      include GenerationProvider
-      include Streaming
-      include QueuedGeneration
-      include Rescuable
-      include Parameterized
-      include Previews
-      # include FormBuilder
-
-      abstract!
-
-      include AbstractController::Rendering
-
-      include AbstractController::Logger
-      include AbstractController::Helpers
-      include AbstractController::Translation
-      include AbstractController::AssetPaths
-      include AbstractController::Callbacks
-      include AbstractController::Caching
-
-      include ActionView::Layouts
-
-      PROTECTED_IVARS = AbstractController::Rendering::DEFAULT_PROTECTED_INSTANCE_VARIABLES + [ :@_action_has_layout ]
-
-      helper ActiveAgent::PromptHelper
-
-      # Delegate response to generation_provider for easy access in callbacks
-      delegate :response, to: :generation_provider, allow_nil: true
-
-      class_attribute :options
-
-      class_attribute :default_params, default: {
-        mime_version: "1.0",
-        charset: "UTF-8",
-        content_type: "text/plain",
-        parts_order: [ "text/plain", "text/enriched", "text/html" ]
-      }.freeze
-
-      class << self
-        # Register one or more Observers which will be notified when prompt is generated.
-        def register_observers(*observers)
-          observers.flatten.compact.each { |observer| register_observer(observer) }
-        end
-
-        # Unregister one or more previously registered Observers.
-        def unregister_observers(*observers)
-          observers.flatten.compact.each { |observer| unregister_observer(observer) }
-        end
-
-        # Register one or more Interceptors which will be called before prompt is sent.
-        def register_interceptors(*interceptors)
-          interceptors.flatten.compact.each { |interceptor| register_interceptor(interceptor) }
-        end
-
-        # Unregister one or more previously registered Interceptors.
-        def unregister_interceptors(*interceptors)
-          interceptors.flatten.compact.each { |interceptor| unregister_interceptor(interceptor) }
-        end
-
-        # Register an Observer which will be notified when prompt is generated.
-        # Either a class, string, or symbol can be passed in as the Observer.
-        # If a string or symbol is passed in it will be camelized and constantized.
-        def register_observer(observer)
-          Prompt.register_observer(observer_class_for(observer))
-        end
-
-        # Unregister a previously registered Observer.
-        # Either a class, string, or symbol can be passed in as the Observer.
-        # If a string or symbol is passed in it will be camelized and constantized.
-        def unregister_observer(observer)
-          Prompt.unregister_observer(observer_class_for(observer))
-        end
-
-        # Register an Interceptor which will be called before prompt is sent.
-        # Either a class, string, or symbol can be passed in as the Interceptor.
-        # If a string or symbol is passed in it will be camelized and constantized.
-        def register_interceptor(interceptor)
-          Prompt.register_interceptor(observer_class_for(interceptor))
-        end
-
-        # Unregister a previously registered Interceptor.
-        # Either a class, string, or symbol can be passed in as the Interceptor.
-        # If a string or symbol is passed in it will be camelized and constantized.
-        def unregister_interceptor(interceptor)
-          Prompt.unregister_interceptor(observer_class_for(interceptor))
-        end
-
-        def observer_class_for(value) # :nodoc:
-          case value
-          when String, Symbol
-            value.to_s.camelize.constantize
-          else
-            value
-          end
-        end
-        private :observer_class_for
-
-        # Define how the agent should generate content
-        def generate_with(provider, **options)
-          self.generation_provider = provider
-          if options.has_key?(:instructions) || (self.options || {}).empty?
-            # Either instructions explicitly provided, or no inherited options exist
-            self.options = (self.options || {}).merge(options)
-          else
-            # Don't inherit instructions from parent if not explicitly set
-            inherited_options = (self.options || {}).except(:instructions)
-            self.options = inherited_options.merge(options)
-          end
-        end
-
-        def stream_with(&stream)
-          self.options = (options || {}).merge(stream: stream)
-        end
-
-        # Returns the name of the current agent. This method is also being used as a path for a view lookup.
-        # If this is an anonymous agent, this method will return +anonymous+ instead.
-        def agent_name
-          @agent_name ||= anonymous? ? "anonymous" : name.underscore
-        end
-        # Allows to set the name of current agent.
-        attr_writer :agent_name
-        alias_method :controller_path, :agent_name
-
-        # Sets the defaults through app configuration:
-        #
-        #     config.action_agent.default(from: "no-reply@example.org")
-        #
-        # Aliased by ::default_options=
-        def default(value = nil)
-          self.default_params = default_params.merge(value).freeze if value
-          default_params
-        end
-        # Allows to set defaults through app configuration:
-        #
-        #    config.action_agent.default_options = { from: "no-reply@example.org" }
-        alias_method :default_options=, :default
-
-        # Wraps a prompt generation inside of ActiveSupport::Notifications instrumentation.
-        #
-        # This method is actually called by the +ActionPrompt::Prompt+ object itself
-        # through a callback when you call <tt>:generate_prompt</tt> on the +ActionPrompt::Prompt+,
-        # calling +generate_prompt+ directly and passing an +ActionPrompt::Prompt+ will do
-        # nothing except tell the logger you generated the prompt.
-        def generate_prompt(prompt) # :nodoc:
-          ActiveSupport::Notifications.instrument("deliver.active_agent") do |payload|
-            set_payload_for_prompt(payload, prompt)
-            yield # Let Prompt do the generation actions
-          end
-        end
-
-        private
-
-        def set_payload_for_prompt(payload, prompt)
-          payload[:prompt] = prompt.encoded
-          payload[:agent] = agent_name
-          payload[:message_id] = prompt.message_id
-          payload[:date] = prompt.date
-          payload[:perform_generations] = prompt.perform_generations
-        end
-
-        def method_missing(method_name, ...)
-          if action_methods.include?(method_name.name)
-            Generation.new(self, method_name, ...)
-          else
-            super
-          end
-        end
-
-        def respond_to_missing?(method, include_all = false)
-          action_methods.include?(method.name) || super
-        end
-      end
-
-      attr_internal :context
-
-      def agent_stream
-        proc do |message, delta, stop, action_name|
-          @_action_name = action_name
-
-          run_stream_callbacks(message, delta, stop) do |message, delta, stop|
-            yield message, delta, stop if block_given?
-          end
-        end
-      end
-
-      def embed
-        context.options.merge(options)
-        generation_provider.embed(context) if context && generation_provider
-        handle_response(generation_provider.response)
-      end
-
-      # Add embedding capability to Message class
-      ActiveAgent::ActionPrompt::Message.class_eval do
-        def embed
-          agent_class = ApplicationAgent
-          agent = agent_class.new
-          agent.context = ActiveAgent::ActionPrompt::Prompt.new(message: self, agent_instance: agent)
-          agent.embed
-          self
-        end
-      end
-
-      # Make context accessible for chaining
-      # attr_accessor :context
-
-      def perform_generation
-        generation_provider.generate(context) if context && generation_provider
-        handle_response(generation_provider.response)
-      end
-
-      def handle_response(response)
-        return response unless response.message.requested_actions.present?
-
-        # The assistant message with tool_calls is already added by update_context in the provider
-        # Now perform the requested actions which will add tool response messages
-        perform_actions(requested_actions: response.message.requested_actions)
-
-        # Continue generation with updated context
-        continue_generation
-      end
-
-      def continue_generation
-        # Continue generating with the updated context that includes tool results
-        generation_provider.generate(context) if context && generation_provider
-        handle_response(generation_provider.response)
-      end
-
-      def update_context(response)
-        ActiveAgent::GenerationProvider::Response.new(prompt: context)
-      end
-
-      def perform_actions(requested_actions:)
-        requested_actions.each do |action|
-          perform_action(action)
-        end
-      end
-
-      def perform_action(action)
-        # Save the current messages to preserve conversation history
-        original_messages = context.messages.dup
-        original_params = context.params || {}
-
-        if action.params.is_a?(Hash)
-          self.params = original_params.merge(action.params)
-        else
-          self.params = original_params
-        end
-
-        # Save the current prompt_was_called state and reset it so the action can render
-        original_prompt_was_called = @_prompt_was_called
-        @_prompt_was_called = false
-
-        # Process the action, which will render the view and populate context
-        process(action.name)
-
-        # The action should have called prompt which populates context.message
-        # Create a tool message from the rendered response
-        tool_message = context.message.dup
-        tool_message.role = :tool
-        tool_message.action_id = action.id
-        tool_message.action_name = action.name
-        tool_message.generation_id = action.id
-
-        # Restore the messages with the new tool message
-        context.messages = original_messages + [ tool_message ]
-
-        # Restore the prompt_was_called state
-        @_prompt_was_called = original_prompt_was_called
-      end
-
-      def initialize # :nodoc:
-        super
-        @_prompt_was_called = false
-        @_context = ActiveAgent::ActionPrompt::Prompt.new(options: self.class.options&.deep_dup || {}, agent_instance: self)
-      end
-
-      def process(method_name, *args) # :nodoc:
-        payload = {
-          agent: self.class.name,
-          action: method_name,
-          args: args
-        }
-
-        ActiveSupport::Notifications.instrument("process.active_agent", payload) do
-          super
-          @_context = ActiveAgent::ActionPrompt::Prompt.new(agent_instance: self) unless @_prompt_was_called
-        end
-      end
-      ruby2_keywords(:process)
-
-      class NullPrompt # :nodoc:
-        def message
-          ""
-        end
-
-        def header
-          {}
-        end
-
-        def respond_to?(string, include_all = false)
-          true
-        end
-
-        def method_missing(...)
-          nil
-        end
-      end
-
-      # Returns the name of the agent object.
-      def agent_name
-        self.class.agent_name
-      end
-
-      def headers(args = nil)
-        if args
-          @_context.headers(args)
-        else
-          @_context
-        end
-      end
-
-      def prompt_with(*)
-        context.update_context(*)
-      end
-
-      def prompt(headers = {}, &block)
-        return context if @_prompt_was_called && headers.blank? && !block
-        # Apply option hierarchy: prompt options > agent options > config options
-        merged_options = merge_options(headers[:options] || {})
-
-        raw_instructions = headers.has_key?(:instructions) ? headers[:instructions] : context.options[:instructions]
-
-        context.instructions = prepare_instructions(raw_instructions)
-
-        context.options.merge!(merged_options)
-        context.options[:stream] = agent_stream if context.options[:stream]
-        content_type = headers[:content_type]
-
-        headers = apply_defaults(headers)
-        context.messages = headers[:messages] || []
-        context.mcp_servers = headers[:mcp_servers] || []
-        context.context_id = headers[:context_id]
-        context.params = params
-        context.action_name = action_name
-
-        context.output_schema = render_schema(headers[:output_schema], set_prefixes(headers[:output_schema], lookup_context.prefixes))
-
-        context.charset = charset = headers[:charset]
-
-        headers = prepare_message(headers)
-        # wrap_generation_behavior!(headers[:generation_method], headers[:generation_method_options])
-        # assign_headers_to_context(context, headers)
-        responses = collect_responses(headers, &block)
-
-        @_prompt_was_called = true
-
-        create_parts_from_responses(context, responses)
-
-        context.content_type = set_content_type(context, content_type, headers[:content_type])
-
-        context.charset = charset
-        context.actions = headers[:actions] || action_schemas
-
-        context
-      end
-
-      def action_methods
-        super - ActiveAgent::Base.public_instance_methods(false).map(&:to_s) - [ action_name ]
-      end
-
-      def action_schemas
-        prefixes = set_prefixes(action_name, lookup_context.prefixes)
-
-        action_methods.map do |action|
-          render_schema(action, prefixes)
-        end.compact
-      end
-
-      private
-      def prepare_message(headers)
-        if headers[:message].present? && headers[:message].is_a?(ActiveAgent::ActionPrompt::Message)
-          headers[:body] = headers[:message].content
-          headers[:role] = headers[:message].role
-        elsif headers[:message].present? && headers[:message].is_a?(Array)
-          # Handle array of multipart content like [{type: "text", text: "..."}, {type: "file", file: {...}}]
-          headers[:body] = headers[:message]
-          headers[:role] = :user
-        elsif headers[:message].present? && headers[:message].is_a?(String)
-          headers[:body] = headers[:message]
-          headers[:role] = :user
-        end
-        load_input_data(headers)
-
-        headers
-      end
-
-      def load_input_data(headers)
-        if headers[:image_data].present?
-          headers[:body] = [
-            ActiveAgent::ActionPrompt::Message.new(content: headers[:image_data], content_type: "image_data"),
-            ActiveAgent::ActionPrompt::Message.new(content: headers[:body], content_type: "input_text")
-          ]
-        elsif headers[:file_data].present?
-          headers[:body] = [
-            ActiveAgent::ActionPrompt::Message.new(content: headers[:file_data], metadata: { filename: "resume.pdf" }, content_type: "file_data"),
-            ActiveAgent::ActionPrompt::Message.new(content: headers[:body], content_type: "input_text")
-          ]
-        end
-        headers
-      end
-
-      def set_prefixes(action, prefixes)
-        prefixes = lookup_context.prefixes | [ self.class.agent_name ]
-      end
-
-      def render_schema(schema_or_action, prefixes)
-        # If it's already a hash (direct schema), return it
-        return schema_or_action if schema_or_action.is_a?(Hash)
-
-        # Otherwise try to load from template
-        return unless lookup_context.template_exists?(schema_or_action, prefixes, false, formats: [ :json ])
-
-        JSON.parse render_to_string(locals: { action_name: schema_or_action }, action: schema_or_action, formats: :json)
-      end
-
-      def merge_options(prompt_options)
-        config_options = generation_provider&.config || {}
-        agent_options = (self.class.options || {}).deep_dup  # Defensive copy to prevent mutation
-
-        parent_options = self.class.superclass.respond_to?(:options) ? (self.class.superclass.options || {}) : {}
-
-        # Extract runtime options from prompt_options (exclude instructions as it has special template logic)
-        runtime_options = prompt_options.slice(
-          :model, :temperature, :max_tokens, :stream, :top_p, :frequency_penalty,
-          :presence_penalty, :response_format, :seed, :stop, :tools_choice, :plugins,
-
-          # OpenRouter Provider Settings
-          :data_collection, :require_parameters, :only, :ignore, :quantizations, :sort, :max_price,
-
-          # Built-in Tools Support (OpenAI Responses API)
-          :tools
-        )
-        # Handle explicit options parameter
-        explicit_options = prompt_options[:options] || {}
-
-        # Merge with proper precedence: config < agent < explicit_options
-        # Don't include instructions in automatic merging as it has special template fallback logic
-        config_options_filtered = config_options.except(:instructions)
-        agent_options_filtered = agent_options.except(:instructions)
-        explicit_options_filtered = explicit_options.except(:instructions)
-
-        merged = config_options_filtered.merge(agent_options_filtered).merge(explicit_options_filtered)
-
-        # Only merge runtime options that are actually present (not nil)
-        runtime_options.each do |key, value|
-          next if value.nil?
-
-          merged[key] = value
-        end
-
-        merged
-      end
-
-      def set_content_type(prompt_context, user_content_type, class_default) # :doc:
-        if user_content_type.present?
-          user_content_type
-        elsif context.multimodal?
-          "multipart/mixed"
-        elsif prompt_context.body.is_a?(Array)
-          prompt_context.content_type || class_default
-        end
-      end
-
-      # Translates the +subject+ using \Rails I18n class under <tt>[agent_scope, action_name]</tt> scope.
-      # If it does not find a translation for the +subject+ under the specified scope it will default to a
-      # humanized version of the <tt>action_name</tt>.
-      # If the subject has interpolations, you can pass them through the +interpolations+ parameter.
-      def default_i18n_subject(interpolations = {}) # :doc:
-        agent_scope = self.class.agent_name.tr("/", ".")
-        I18n.t(:subject, **interpolations.merge(scope: [ agent_scope, action_name ], default: action_name.humanize))
-      end
-
-      def apply_defaults(headers)
-        default_values = self.class.default.except(*headers.keys).transform_values do |value|
-          compute_default(value)
-        end
-
-        headers.reverse_merge(default_values)
-      end
-
-      def compute_default(value)
-        return value unless value.is_a?(Proc)
-
-        if value.arity == 1
-          instance_exec(self, &value)
-        else
-          instance_exec(&value)
-        end
-      end
-
-      def assign_headers_to_context(context, headers)
-        assignable = headers.except(:parts_order, :content_type, :body, :role, :template_name,
-          :template_path, :delivery_method, :delivery_method_options)
-
-        assignable.each { |k, v| context.send(k, v) if context.respond_to?(k) }
-      end
-
-      def collect_responses(headers, &)
-        if block_given?
-          collect_responses_from_block(headers, &)
-        elsif headers[:body]
-          collect_responses_from_text(headers)
-        else
-          collect_responses_from_templates(headers)
-        end
-      end
-
-      def collect_responses_from_block(headers)
-        templates_name = headers[:template_name] || action_name
-        collector = ActiveAgent::Collector.new(lookup_context) { render(templates_name) }
-        yield(collector)
-        collector.responses
-      end
-
-      def collect_responses_from_text(headers)
-        [ {
-          body: headers.delete(:body),
-          content_type: headers[:content_type] || "text/plain"
-        } ]
-      end
-
-      def collect_responses_from_templates(headers)
-        templates_path = headers[:template_path] || self.class.agent_name
-        templates_name = headers[:template_name] || action_name
-        each_template(Array(templates_path), templates_name).map do |template|
-          next if template.format == :json && headers[:format] != :json
-          format = template.format || formats.first
-          {
-            body: render(template: template, formats: [ format ]),
-            content_type: Mime[format].to_s
-          }
-        end.compact
-      end
-
-      def each_template(paths, name, &)
-        templates = lookup_context.find_all(name, paths)
-        if templates.empty?
-          raise ActionView::MissingTemplate.new(paths, name, paths, false, "agent")
-        else
-          templates.uniq(&:format).each(&)
-        end
-      end
-
-      def create_parts_from_responses(context, responses)
-        if responses.size > 1
-          responses.each { |r| insert_part(context, r, context.charset) }
-        else
-          responses.each { |r| insert_part(context, r, context.charset) }
-        end
-      end
-
-      def insert_part(context, response, charset)
-        message = ActiveAgent::ActionPrompt::Message.new(
-          content: response[:body],
-          content_type: response[:content_type],
-          charset: charset
-        )
-        context.add_part(message)
-      end
-
-      def prepare_instructions(instructions)
-        case instructions
-        when Hash
-          raise ArgumentError, "Expected `:template` key in instructions hash" unless instructions[:template]
-          return unless lookup_context.exists?(instructions[:template], agent_name, false, [], formats: [ :text ])
-
-          template = lookup_context.find_template(instructions[:template], agent_name, false, [], formats: [ :text ])
-          render_to_string(template: template.virtual_path, locals: instructions[:locals] || {}, layout: false)
-        when String
-          instructions
-        when NilClass
-          default_template_name = "instructions"
-          return unless lookup_context.exists?(default_template_name, agent_name, false, [], formats: [ :text ])
-
-          template = lookup_context.find_template(default_template_name, agent_name, false, [], formats: [ :text ])
-          render_to_string(template: template.virtual_path, layout: false)
-        else
-          raise ArgumentError, "Instructions must be Hash, String or NilClass objects"
-        end
-      end
-
-      # This and #instrument_name is for caching instrument
-      def instrument_payload(key)
-        {
-          agent: agent_name,
-          key: key
-        }
-      end
-
-      def instrument_name
-        "active_agent"
-      end
-
-      def _protected_ivars
-        PROTECTED_IVARS
-      end
-
-      ActiveSupport.run_load_hooks(:active_agent, self)
-    end
-  end
-end
diff --git a/lib/active_agent/action_prompt/message.rb b/lib/active_agent/action_prompt/message.rb
deleted file mode 100644
index 6d4019ab..00000000
--- a/lib/active_agent/action_prompt/message.rb
+++ /dev/null
@@ -1,126 +0,0 @@
-module ActiveAgent
-  module ActionPrompt
-    class Message
-      class << self
-        def from_messages(messages)
-          return messages if messages.empty? || messages.first.is_a?(Message)
-
-          messages.map do |message|
-            if message.is_a?(Hash)
-              new(message)
-            elsif message.is_a?(Message)
-              message
-            else
-              raise ArgumentError, "Messages must be Hash or Message objects"
-            end
-          end
-        end
-      end
-      VALID_ROLES = %w[system assistant user tool].freeze
-
-      attr_accessor :action_id, :action_name, :raw_actions, :generation_id, :content, :raw_content, :role, :action_requested, :requested_actions, :content_type, :charset, :metadata
-
-      def initialize(attributes = {})
-        @action_id = attributes[:action_id]
-        @action_name = attributes[:action_name]
-        @generation_id = attributes[:generation_id]
-        @metadata = attributes[:metadata] || {}
-        @charset = attributes[:charset] || "UTF-8"
-        @raw_content = attributes[:content] || ""
-        @content_type = detect_content_type(attributes)
-        @content = parse_content(@raw_content, @content_type)
-        @role = attributes[:role] || :user
-        @raw_actions = attributes[:raw_actions]
-        @requested_actions = attributes[:requested_actions] || []
-        @action_requested = @requested_actions.any?
-        validate_role
-      end
-
-      def to_s
-        @content.to_s
-      end
-
-      def to_h
-        hash = {
-          role: role,
-          action_id: action_id,
-          name: action_name,
-          generation_id: generation_id,
-          content: content,
-          type: content_type,
-          charset: charset
-        }
-
-        hash[:action_requested] = requested_actions.any?
-        hash[:requested_actions] = requested_actions if requested_actions.any?
-        hash
-      end
-
-      def embed
-        @agent_class.embed(@content)
-      end
-
-      def inspect
-        truncated_content = if @content.is_a?(String) && @content.length > 256
-          @content[0, 256] + "..."
-        elsif @content.is_a?(Array)
-          @content.map do |item|
-            if item.is_a?(String) && item.length > 256
-              item[0, 256] + "..."
-            else
-              item
-            end
-          end
-        else
-          @content
-        end
-
-        "#<#{self.class}:0x#{object_id.to_s(16)}\n" +
-        "    @action_id=#{@action_id.inspect},\n" +
-        "    @action_name=#{@action_name.inspect},\n" +
-        "    @action_requested=#{@action_requested.inspect},\n" +
-        "    @charset=#{@charset.inspect},\n" +
-        "    @content=#{truncated_content.inspect},\n" +
-        "    @role=#{@role.inspect}>"
-      end
-
-      private
-
-      def parse_content(content, content_type)
-        # Auto-parse JSON content if content_type indicates JSON
-        if content_type&.match?(/json/i) && content.is_a?(String) && !content.empty?
-          begin
-            JSON.parse(content)
-          rescue JSON::ParserError
-            # If parsing fails, return the raw content
-            content
-          end
-        else
-          content
-        end
-      end
-
-      def detect_content_type(attributes)
-        # If content_type is explicitly provided, use it
-        return attributes[:content_type] if attributes[:content_type]
-
-        # If content is an array with multipart/mixed content, set appropriate type
-        if attributes[:content].is_a?(Array)
-          # Check if it contains multimodal content (text, image_url, file, etc.)
-          has_multimodal = attributes[:content].any? do |item|
-            item.is_a?(Hash) && (item[:type] || item["type"])
-          end
-          has_multimodal ? "multipart/mixed" : "array"
-        else
-          "text/plain"
-        end
-      end
-
-      def validate_role
-        unless VALID_ROLES.include?(role.to_s)
-          raise ArgumentError, "Invalid role: #{role}. Valid roles are: #{VALID_ROLES.join(", ")}"
-        end
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/action_prompt/prompt.rb b/lib/active_agent/action_prompt/prompt.rb
deleted file mode 100644
index 1d2c02d7..00000000
--- a/lib/active_agent/action_prompt/prompt.rb
+++ /dev/null
@@ -1,136 +0,0 @@
-require_relative "message"
-
-module ActiveAgent
-  module ActionPrompt
-    class Prompt
-      attr_reader :messages, :instructions
-      attr_accessor :actions, :body, :content_type, :context_id, :message, :options, :mime_version, :charset, :context, :parts, :params, :action_choice, :agent_class, :output_schema, :action_name, :agent_instance, :mcp_servers
-
-      def initialize(attributes = {})
-        @options = attributes.fetch(:options, {})
-        @multimodal = attributes.fetch(:multimodal, false)
-        @agent_class = attributes.fetch(:agent_class, ApplicationAgent)
-        @agent_instance = attributes.fetch(:agent_instance, nil)
-        @actions = attributes.fetch(:actions, [])
-        @action_choice = attributes.fetch(:action_choice, "")
-        @instructions = attributes.fetch(:instructions, "")
-        @body = attributes.fetch(:body, "")
-        @content_type = attributes.fetch(:content_type, "text/plain")
-        @message = attributes.fetch(:message, nil)
-        @messages = attributes.fetch(:messages, [])
-        @params = attributes.fetch(:params, {})
-        @mime_version = attributes.fetch(:mime_version, "1.0")
-        @charset = attributes.fetch(:charset, "UTF-8")
-        @context = attributes.fetch(:context, [])
-        @context_id = attributes.fetch(:context_id, nil)
-        @headers = attributes.fetch(:headers, {})
-        @parts = attributes.fetch(:parts, [])
-        @output_schema = attributes.fetch(:output_schema, nil)
-        @messages = Message.from_messages(@messages)
-        @action_name = attributes.fetch(:action_name, nil)
-        @mcp_servers = attributes.fetch(:mcp_servers, [])
-        set_message if attributes[:message].is_a?(String) || @body.is_a?(String) && @message&.content
-        # Ensure we have a system message with instructions at the start
-        if @messages.empty? || @messages[0].role != :system
-          @messages.unshift(instructions_message)
-        elsif @instructions.present?
-          @messages[0] = instructions_message
-        end
-      end
-
-      def multimodal?
-        @multimodal ||= @message&.content.is_a?(Array) || @messages.any? { |m| m&.content.is_a?(Array) }
-      end
-
-      def messages=(messages)
-        @messages = messages
-        # Only add system message if we have instructions and don't already have a system message
-        if @instructions.present? && (@messages.empty? || @messages.first&.role != :system)
-          set_messages
-        end
-      end
-
-      def instructions=(instructions)
-        # Store the instructions even if blank (will use empty string)
-        @instructions = instructions || ""
-
-        # Update or add the system message
-        if @messages[0].present? && @messages[0].role == :system
-          @messages[0] = instructions_message
-        elsif @messages.empty? || @messages[0].role != :system
-          # Only add system message if we don't have one at the start
-          @messages.unshift(instructions_message)
-        end
-      end
-
-      # Generate the prompt as a string (for debugging or sending to the provider)
-      def to_s
-        @message.to_s
-      end
-
-      def add_part(message)
-        @message = message
-        set_message
-
-        @parts << message
-      end
-
-      def multipart?
-        @parts.any?
-      end
-
-      def to_h
-        {
-          actions: @actions,
-          action: @action_choice,
-          instructions: @instructions,
-          message: @message.to_h,
-          messages: @messages.map(&:to_h),
-          headers: @headers,
-          context: @context
-        }
-      end
-
-      def inspect
-        "#<#{self.class}:0x#{object_id.to_s(16)}\n" +
-          "  @options=#{ActiveAgent.sanitize_credentials(@options.inspect)}\n" +
-          "  @actions=#{@actions.inspect}\n" +
-          "  @action_choice=#{@action_choice.inspect}\n" +
-          "  @instructions=#{@instructions.inspect}\n" +
-          "  @message=#{@message.inspect}\n" +
-          "  @output_schema=#{@output_schema}\n" +
-          "  @headers=#{@headers.inspect}\n" +
-          "  @context=#{@context.inspect}\n" +
-          "  @messages=#{@messages.inspect}\n" +
-          ">"
-      end
-
-      def headers(headers = {})
-        @headers.merge!(headers)
-      end
-
-      private
-
-      def instructions_message
-        Message.new(content: @instructions, role: :system)
-      end
-
-      def set_messages
-        @messages = [ instructions_message ] + @messages
-        # if @message.nil? || @message.content.blank?
-        #   @message = @messages.last
-        # end
-      end
-
-      def set_message
-        if @message.is_a? String
-          @message = Message.new(content: @message, role: :user)
-        elsif @body.is_a?(String) && @message.content.blank?
-          @message = Message.new(content: @body, role: :user)
-        end
-
-        @messages = @messages + [ @message ]
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/base.rb b/lib/active_agent/base.rb
index 5a597dbc..6450ca67 100644
--- a/lib/active_agent/base.rb
+++ b/lib/active_agent/base.rb
@@ -1,46 +1,357 @@
 # frozen_string_literal: true
 
-require "active_agent/action_prompt"
-require "active_agent/prompt_helper"
-require "active_agent/action_prompt/base"
-
-# The ActiveAgent module provides a framework for creating agents that can generate content
-# and handle various actions. The Base class within this module extends AbstractController::Base
-# and includes several modules to provide additional functionality such as callbacks, generation
-# methods, and rescuable actions.
-#
-# The Base class defines several class methods for registering and unregistering observers and
-# interceptors, as well as methods for generating content with a specified provider and streaming
-# content. It also provides methods for setting default parameters and handling prompts.
-#
-# The instance methods in the Base class include methods for performing generation, processing
-# actions, and handling headers and attachments. The class also defines a NullPrompt class for
-# handling cases where no prompt is provided.
-#
-# The Base class uses ActiveSupport::Notifications for instrumentation and provides several
-# private methods for setting payloads, applying defaults, and collecting responses from blocks,
-# text, or templates.
-#
-# The class also includes several protected instance variables and defines hooks for loading
-# additional functionality.
+require "active_support/core_ext/hash/except"
+require "active_support/core_ext/module/anonymous"
+require "active_support/core_ext/string/inflections"
+
+require "active_agent/concerns/callbacks"
+require "active_agent/concerns/observers"
+require "active_agent/concerns/parameterized"
+require "active_agent/concerns/preview"
+require "active_agent/concerns/provider"
+require "active_agent/concerns/queueing"
+require "active_agent/concerns/rescue"
+require "active_agent/concerns/streaming"
+require "active_agent/concerns/tooling"
+require "active_agent/concerns/view"
+
+require "active_agent/providers/log_subscriber"
+
 module ActiveAgent
-  class Base < ActiveAgent::ActionPrompt::Base
-    # This class is the base class for agents in the ActiveAgent framework.
-    # It is built on top of ActionPrompt which provides methods for generating content, handling actions, and managing prompts.
-    # ActiveAgent::Base is designed to be extended by specific agent implementations.
-    # It provides a common set of agent actions for self-contained agents that can determine their own actions using all available actions.
-    # Base actions include: prompt_context, continue, reasoning, reiterate, and conclude
-    def prompt_context(additional_options = {})
-      prompt(
-        {
-          stream: params[:stream],
-          messages: params[:messages],
-          message: params[:message],
-          context_id: params[:context_id],
-          options: params[:options],
-          mcp_servers: params[:mcp_servers]
-        }.merge(additional_options)
+  # Provides AI-powered agents with prompt generation, tool calling, and conversation management.
+  #
+  # @example Basic agent
+  #   class MyAgent < ActiveAgent::Base
+  #     generate_with :openai, model: "gpt-4"
+  #
+  #     def greet
+  #       prompt instructions: "Greet the user warmly"
+  #     end
+  #   end
+  #
+  # @abstract
+  class Base < AbstractController::Base
+    abstract!
+
+    include AbstractController::Rendering
+    include AbstractController::Logger
+    include AbstractController::Helpers
+    include AbstractController::Translation
+    include AbstractController::AssetPaths
+    include AbstractController::Callbacks
+    include AbstractController::Caching
+
+    include Callbacks
+    include Parameterized
+    include Provider
+    include Queueing
+    include Rescue
+    include Streaming
+    include Tooling
+    include View
+
+    include Observers
+    include Previews
+
+    PROTECTED_OPTIONS = %i[exception_handler stream_broadcaster tools_function]
+    PROTECTED_IVARS = AbstractController::Rendering::DEFAULT_PROTECTED_INSTANCE_VARIABLES + [ :@_action_has_layout ]
+
+    # Logger instance for agent operations.
+    #
+    # Defaults to Rails.logger when used in Rails applications.
+    # Must conform to Log4r or Ruby Logger interface.
+    #
+    # @return [Logger, nil]
+    cattr_accessor :logger
+
+    class_attribute :prompt_options
+    class_attribute :embed_options
+
+    class << self
+      class_attribute :default_params, default: {
+        mime_version: "1.0",
+        charset: "UTF-8",
+        content_type: "text/plain",
+        parts_order: [ "text/markdown", "text/plain", "text/enriched", "text/html" ]
+      }.freeze
+
+      # Sets default parameters applied to all actions unless overridden.
+      #
+      # @param value [Hash, nil] parameters to merge, or nil to return current defaults
+      # @return [Hash]
+      #
+      # @example
+      #   default temperature: 0.7, max_tokens: 1000
+      def default(value = nil)
+        self.default_params = default_params.merge(value).freeze if value
+        default_params
+      end
+      alias_method :default_params=, :default
+    end
+
+    # Configures the generation provider and options for prompt generation.
+    #
+    # Options are merged with global provider config and inherited parent class options.
+    # Instructions are never inherited from parent classes.
+    #
+    # @param provider_reference [Symbol, String] generation provider (:openai, :anthropic, etc.)
+    # @param agent_options [Hash] configuration options shared across actions
+    # @return [void]
+    #
+    # @example
+    #   generate_with :openai, model: "gpt-4", temperature: 0.7
+    def self.generate_with(provider_reference, **agent_options)
+      self.prompt_provider = provider_reference
+
+      global_options    = provider_config_load(provider_reference)
+      inherited_options = (self.prompt_options || {}).except(:instructions) # Don't inherit instructions from parent
+
+      # Different Service, different APIs
+      if global_options[:service] != inherited_options[:service]
+        inherited_options.extract!(:service, :api_version)
+      end
+
+      self.prompt_options = global_options.merge(inherited_options).merge(agent_options)
+    end
+
+    # Configures the embedding provider and options for embedding generation.
+    #
+    # @param provider_reference [Symbol, String] embedding provider (:openai, :anthropic, etc.)
+    # @param agent_options [Hash] configuration options for embedding generation
+    # @return [void]
+    #
+    # @example
+    #   embed_with :openai, model: "text-embedding-3-large"
+    def self.embed_with(provider_reference, **agent_options)
+      self.embed_provider = provider_reference
+
+      global_options    = provider_config_load(provider_reference)
+      inherited_options = self.embed_options || {}
+
+      self.embed_options = global_options.merge(inherited_options).merge(agent_options)
+    end
+
+    # @api private
+    def self.method_missing(method_name, ...)
+      if action_methods.include?(method_name.name)
+        Generation.new(self, method_name, ...)
+      else
+        super
+      end
+    end
+    private_class_method :method_missing
+
+    # @api private
+    def self.respond_to_missing?(method, include_all = false)
+      action_methods.include?(method.name) || super
+    end
+    private_class_method :respond_to_missing?
+
+    delegate :agent_name, to: :class
+
+    # @!attribute [w] agent_name
+    # Agent name override for custom view lookup paths.
+    # @return [String]
+    attr_writer :agent_name
+    alias_method :controller_path, :agent_name
+
+    # @!attribute [rw] prompt_options
+    # Action-level prompt options merged with agent prompt options.
+    # @return [Hash]
+    attr_internal :prompt_options
+
+    # @!attribute [rw] embed_options
+    # Action-level embed options merged with agent embed options.
+    # @return [Hash]
+    attr_internal :embed_options
+
+    # @api private
+    def initialize # :nodoc:
+      super
+      self.prompt_options = (self.class.prompt_options&.deep_dup || {}).except(:trace_id)
+      self.embed_options  = (self.class.embed_options&.deep_dup  || {}).except(:trace_id)
+    end
+
+    # Agent name used as a path for view lookup.
+    #
+    # @return [String] agent name or "anonymous" for anonymous agents
+    def agent_name
+      @agent_name ||= self.class.anonymous? ? "anonymous" : self.class.name.underscore
+    end
+
+    # Processes an agent action with ActiveSupport::Notifications instrumentation.
+    #
+    # Actions are triggered externally via Agent.action_name.generate_now or internally
+    # through tool calls during AI generation workflows.
+    #
+    # @param method_name [Symbol, String] action method to process
+    # @param args [Array]
+    # @param kwargs [Hash]
+    # @return [void]
+    def process(method_name, *args, **kwargs) # :nodoc:
+      payload = { agent: self.class.name, action: method_name, args:, kwargs: }
+
+      ActiveSupport::Notifications.instrument("process.active_agent", payload) do
+        super
+      end
+    end
+
+    # Merges action-level parameters into the prompt context.
+    #
+    # Processing is deferred until execution to allow local overrides.
+    #
+    # @param messages [Array<String, Hash>] message strings or hashes to add to conversation
+    # @param options [Hash] parameters to merge into prompt context
+    # @return [void]
+    #
+    # @example
+    #   def my_action
+    #     prompt "User message", temperature: 0.8, instructions: "Be creative"
+    #   end
+    def prompt(*messages, **options)
+      # Extract message/messages from options and add to messages array
+      messages += options.extract!(:message, :messages).values.flatten.compact
+
+      # Extract image and document attachments
+      messages += options.extract!(:image, :document).map { |k, v| { k => v } }
+
+      prompt_options.merge!({ messages: }.compact_blank.merge!(options))
+    end
+
+    # Merges action-level parameters into the embedding context.
+    #
+    # @param input [String, Array<String>, nil] text to embed
+    # @param options [Hash] parameters to merge into embedding context
+    # @return [void]
+    #
+    # @example With direct input
+    #   embed "Text to embed", model: "text-embedding-3-large"
+    #
+    # @example With template
+    #   embed locals: { text: "Custom text" }
+    def embed(input = nil, **options)
+      new_options = { input: }.compact_blank.merge!(options)
+      embed_options.merge!(new_options)
+    end
+
+    # Executes prompt generation using the configured provider and options.
+    #
+    # Triggered by generate_now or generate_later workflows. Templates are
+    # rendered as late as possible to allow local overrides.
+    #
+    # @return [ActiveAgent::Providers::Response]
+    # @raise [RuntimeError] if no prompt provider is configured
+    def process_prompt
+      fail "Prompt Provider not Configured" unless prompt_provider_klass
+
+      parameters = prompt_options.except(:locals, *PROTECTED_OPTIONS)
+
+      # Render out proc/lamda attributes before rendering templates
+      parameters.deep_transform_values! { it.respond_to?(:call) ? it.call : it }
+
+      # Apply Callbacks
+      parameters.merge!(
+        trace_id: prompt_options[:trace_id] || SecureRandom.uuid,
+        exception_handler:,
+        stream_broadcaster:,
+        tools_function:,
       )
+
+      # Apply Templates
+      parameters = process_prompt_templates(parameters, prompt_options)
+
+      prompt_provider_klass.new(**parameters.compact).prompt
     end
+
+    alias_method :process_prompt!, :process_prompt
+
+    # Executes embedding generation using the configured provider and options.
+    #
+    # Templates are rendered as late as possible to allow local overrides.
+    #
+    # @return [ActiveAgent::Providers::Response]
+    # @raise [RuntimeError] if no embed provider is configured
+    def process_embed
+      fail "Embed Provider not Configured" unless embed_provider_klass
+
+      parameters = embed_options.except(:locals, *PROTECTED_OPTIONS)
+
+      # Render out proc/lamda attributes before rendering templates
+      parameters.deep_transform_values! { it.respond_to?(:call) ? it.call : it }
+
+      # Apply Callbacks
+      parameters.merge!(
+        trace_id: prompt_options[:trace_id] || SecureRandom.uuid,
+        exception_handler:
+      ).compact!
+
+      # Fallback to input from template if no input provided, rendered as late as
+      # possible to allow local overrides.
+      if parameters[:input].blank?
+        template_input = embed_view_input(action_name, strict: true, **embed_options[:locals])
+        parameters[:input] = template_input if template_input.present?
+      end
+
+      embed_provider_klass.new(**parameters).embed
+    end
+
+    # @api private
+    def action_methods
+      super - ActiveAgent::Base.public_instance_methods(false).map(&:to_s) - [ action_name ]
+    end
+
+    private
+
+    # @api private
+    def process_prompt_templates(parameters, prompt_options)
+      # Resolve Instructions
+      parameters[:instructions] ||= prompt_view_instructions(prompt_options[:instructions])
+
+      # Resolve Message Template as fallback
+      if (parameters[:messages] || parameters[:input]).blank?
+        template_message = prompt_view_message(action_name, strict: parameters[:instructions].blank?, **prompt_options[:locals])
+        parameters[:messages] = [ template_message ] if template_message.present?
+      end
+
+      # Resolve Response Format
+      if parameters[:response_format]
+        parameters[:response_format] = process_prompt_templates_response_format(parameters[:response_format])
+      end
+
+      parameters
+    end
+
+    # @api private
+    def process_prompt_templates_response_format(response_format)
+      if response_format.is_a?(Symbol) || response_format.is_a?(String)
+        response_format = { type: response_format.to_s }
+      end
+
+      if response_format[:type].to_sym == :json_schema
+        response_format[:json_schema] = prompt_view_schema(response_format[:json_schema])
+      end
+
+      response_format
+    end
+
+    # @api private
+    def instrument_payload(key)
+      {
+        agent: agent_name,
+        key: key
+      }
+    end
+
+    # @api private
+    def instrument_name
+      "active_agent"
+    end
+
+    # @api private
+    def _protected_ivars
+      PROTECTED_IVARS
+    end
+
+    ActiveSupport.run_load_hooks(:active_agent, self)
   end
 end
diff --git a/lib/active_agent/callbacks.rb b/lib/active_agent/callbacks.rb
deleted file mode 100644
index 080880a5..00000000
--- a/lib/active_agent/callbacks.rb
+++ /dev/null
@@ -1,33 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module Callbacks
-    extend ActiveSupport::Concern
-
-    included do
-      include ActiveSupport::Callbacks
-      define_callbacks :generation, skip_after_callbacks_if_terminated: true
-      define_callbacks :embedding, skip_after_callbacks_if_terminated: true
-    end
-
-    module ClassMethods
-      # # Defines a callback that will get called right before/after/around the
-      # # generation provider method.
-      [ :before, :after, :around ].each do |callback|
-        define_method "#{callback}_generation" do |*names, &blk|
-          _insert_callbacks(names, blk) do |name, options|
-            set_callback(:generation, callback, name, options)
-          end
-        end
-
-        # # Defines a callback that will get called right before/after/around the
-        # # embedding provider method.
-        define_method "#{callback}_embedding" do |*names, &blk|
-          _insert_callbacks(names, blk) do |name, options|
-            set_callback(:embedding, callback, name, options)
-          end
-        end
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/concerns/callbacks.rb b/lib/active_agent/concerns/callbacks.rb
new file mode 100644
index 00000000..8f69c028
--- /dev/null
+++ b/lib/active_agent/concerns/callbacks.rb
@@ -0,0 +1,104 @@
+# frozen_string_literal: true
+
+require "active_support/callbacks"
+
+module ActiveAgent
+  # Provides callback hooks for prompting and embedding lifecycles.
+  #
+  # Enables agents to execute custom logic before, after, or around prompt execution
+  # and embedding operations. Callbacks support conditional execution via `:if` and
+  # `:unless` options, and after callbacks are skipped when the chain is terminated
+  # with `throw :abort`.
+  #
+  # @example Before prompting callback
+  #   class MyAgent < ActiveAgent::Base
+  #     before_prompting :load_context
+  #
+  #     def load_context
+  #       @user_data = User.find(params[:user_id])
+  #     end
+  #   end
+  #
+  # @example After prompting with condition
+  #   class MyAgent < ActiveAgent::Base
+  #     after_prompting :log_response, if: :production?
+  #
+  #     def log_response
+  #       Logger.info("Generated response: #{context.messages.last}")
+  #     end
+  #   end
+  #
+  # @example Around embedding for timing
+  #   class MyAgent < ActiveAgent::Base
+  #     around_embedding :measure_time
+  #
+  #     def measure_time
+  #       start = Time.now
+  #       yield
+  #       Rails.logger.info("Embedding took #{Time.now - start}s")
+  #     end
+  #   end
+  module Callbacks
+    extend ActiveSupport::Concern
+
+    included do
+      include ActiveSupport::Callbacks
+      define_callbacks :prompting, skip_after_callbacks_if_terminated: true
+      define_callbacks :embedding, skip_after_callbacks_if_terminated: true
+    end
+
+    module ClassMethods
+      # Registers callbacks for the prompting lifecycle.
+      #
+      # Dynamically defines `before_prompting`, `after_prompting`, and
+      # `around_prompting` class methods. Multiple callbacks execute in
+      # registration order for before/around, and reverse order for after.
+      #
+      # @param names [Symbol, Array<Symbol>] method name(s) to call
+      # @param blk [Proc] optional block to execute instead of named method
+      # @yield callback implementation when using block form
+      #
+      # @example Multiple before callbacks
+      #   before_prompting :load_user, :check_permissions
+      #
+      # @example Block syntax
+      #   after_prompting do
+      #     cache.write("last_response", context.messages.last)
+      #   end
+      [ :before, :after, :around ].each do |callback|
+        define_method "#{callback}_prompting" do |*names, &blk|
+          _insert_callbacks(names, blk) do |name, options|
+            set_callback(:prompting, callback, name, options)
+          end
+        end
+
+        # Deprecated: Use #{callback}_prompting instead
+        # Sets callbacks on both :generation and :prompting chains for backward compatibility
+        define_method "#{callback}_generation" do |*names, &blk|
+          _insert_callbacks(names, blk) do |name, options|
+            set_callback(:prompting, callback, name, options)
+          end
+        end
+
+        # Registers callbacks for the embedding lifecycle.
+        #
+        # Dynamically defines `before_embedding`, `after_embedding`, and
+        # `around_embedding` class methods. Behavior identical to prompting
+        # callbacks but invoked during embedding operations.
+        #
+        # @param names [Symbol, Array<Symbol>] method name(s) to call
+        # @param blk [Proc] optional block to execute instead of named method
+        # @yield callback implementation when using block form
+        #
+        # @example Track embedding calls
+        #   before_embedding :increment_counter
+        #   after_embedding :store_embedding
+        define_method "#{callback}_embedding" do |*names, &blk|
+          _insert_callbacks(names, blk) do |name, options|
+            set_callback(:embedding, callback, name, options)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/observers.rb b/lib/active_agent/concerns/observers.rb
new file mode 100644
index 00000000..d1eb3398
--- /dev/null
+++ b/lib/active_agent/concerns/observers.rb
@@ -0,0 +1,147 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides observer and interceptor functionality for monitoring and modifying
+  # the prompt generation lifecycle.
+  #
+  # Observers are notified when prompts are generated and can react to events
+  # without modifying the prompt itself. Common use cases include logging,
+  # analytics, auditing, and notifications.
+  #
+  # Interceptors are called before prompts are sent to AI providers and can
+  # modify or prevent the prompt from being sent. Common use cases include
+  # content filtering, prompt modification, access control, and rate limiting.
+  module Observers
+    extend ActiveSupport::Concern
+
+    module ClassMethods
+      # Register one or more Observers which will be notified when prompt is generated.
+      #
+      # @param observers [Array<Class, String, Symbol>] Observer classes or names to register
+      # @return [void]
+      #
+      # @example Register multiple observers
+      #   MyAgent.register_observers(PromptLogger, :analytics_tracker)
+      def register_observers(*observers)
+        observers.flatten.compact.each { |observer| register_observer(observer) }
+      end
+
+      # Unregister one or more previously registered Observers.
+      #
+      # @param observers [Array<Class, String, Symbol>] Observer classes or names to unregister
+      # @return [void]
+      #
+      # @example Unregister multiple observers
+      #   MyAgent.unregister_observers(PromptLogger, :analytics_tracker)
+      def unregister_observers(*observers)
+        observers.flatten.compact.each { |observer| unregister_observer(observer) }
+      end
+
+      # Register one or more Interceptors which will be called before prompt is sent.
+      #
+      # @param interceptors [Array<Class, String, Symbol>] Interceptor classes or names to register
+      # @return [void]
+      #
+      # @example Register multiple interceptors
+      #   MyAgent.register_interceptors(ContentFilter, :rate_limiter)
+      def register_interceptors(*interceptors)
+        interceptors.flatten.compact.each { |interceptor| register_interceptor(interceptor) }
+      end
+
+      # Unregister one or more previously registered Interceptors.
+      #
+      # @param interceptors [Array<Class, String, Symbol>] Interceptor classes or names to unregister
+      # @return [void]
+      #
+      # @example Unregister multiple interceptors
+      #   MyAgent.unregister_interceptors(ContentFilter, :rate_limiter)
+      def unregister_interceptors(*interceptors)
+        interceptors.flatten.compact.each { |interceptor| unregister_interceptor(interceptor) }
+      end
+
+      # Register an Observer which will be notified when prompt is generated.
+      #
+      # Either a class, string, or symbol can be passed in as the Observer.
+      # If a string or symbol is passed in it will be camelized and constantized.
+      #
+      # @param observer [Class, String, Symbol] The observer to register
+      # @return [void]
+      #
+      # @example Register with class
+      #   MyAgent.register_observer(PromptLogger)
+      #
+      # @example Register with string
+      #   MyAgent.register_observer("PromptLogger")
+      #
+      # @example Register with symbol
+      #   MyAgent.register_observer(:prompt_logger)
+      def register_observer(observer)
+        Prompt.register_observer(observer_class_for(observer))
+      end
+
+      # Unregister a previously registered Observer.
+      #
+      # Either a class, string, or symbol can be passed in as the Observer.
+      # If a string or symbol is passed in it will be camelized and constantized.
+      #
+      # @param observer [Class, String, Symbol] The observer to unregister
+      # @return [void]
+      #
+      # @example Unregister with class
+      #   MyAgent.unregister_observer(PromptLogger)
+      def unregister_observer(observer)
+        Prompt.unregister_observer(observer_class_for(observer))
+      end
+
+      # Register an Interceptor which will be called before prompt is sent.
+      #
+      # Either a class, string, or symbol can be passed in as the Interceptor.
+      # If a string or symbol is passed in it will be camelized and constantized.
+      #
+      # @param interceptor [Class, String, Symbol] The interceptor to register
+      # @return [void]
+      #
+      # @example Register with class
+      #   MyAgent.register_interceptor(ContentFilter)
+      #
+      # @example Register with string
+      #   MyAgent.register_interceptor("ContentFilter")
+      #
+      # @example Register with symbol
+      #   MyAgent.register_interceptor(:content_filter)
+      def register_interceptor(interceptor)
+        Prompt.register_interceptor(observer_class_for(interceptor))
+      end
+
+      # Unregister a previously registered Interceptor.
+      #
+      # Either a class, string, or symbol can be passed in as the Interceptor.
+      # If a string or symbol is passed in it will be camelized and constantized.
+      #
+      # @param interceptor [Class, String, Symbol] The interceptor to unregister
+      # @return [void]
+      #
+      # @example Unregister with class
+      #   MyAgent.unregister_interceptor(ContentFilter)
+      def unregister_interceptor(interceptor)
+        Prompt.unregister_interceptor(observer_class_for(interceptor))
+      end
+
+      private
+
+      # Converts observer/interceptor value to class.
+      #
+      # @param value [Class, String, Symbol] The observer/interceptor identifier
+      # @return [Class] The observer/interceptor class
+      # @api private
+      def observer_class_for(value) # :nodoc:
+        case value
+        when String, Symbol
+          value.to_s.camelize.constantize
+        else
+          value
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/parameterized.rb b/lib/active_agent/concerns/parameterized.rb
new file mode 100644
index 00000000..11f0eba3
--- /dev/null
+++ b/lib/active_agent/concerns/parameterized.rb
@@ -0,0 +1,279 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides parameterization support for agents, allowing you to pass variables
+  # to agent actions that can be used in templates.
+  #
+  # When included in an agent class, this concern enables the ability to pass
+  # parameters when calling agent actions, making agents reusable with different
+  # data contexts.
+  #
+  # @example Basic usage
+  #   class WelcomeAgent < ActiveAgent::Base
+  #     def greet
+  #       # Template can access params[:user_name]
+  #     end
+  #   end
+  #
+  #   # Pass parameters to the agent action
+  #   WelcomeAgent.with(user_name: "Alice").greet.generate
+  #
+  # @example Using in templates
+  #   # In greet.txt.erb template:
+  #   # Hello <%= params[:user_name] %>!
+  #
+  # @example Multiple parameters
+  #   OrderAgent.with(order_id: 123, customer: "John").process_order.generate
+  #
+  module Parameterized
+    extend ActiveSupport::Concern
+
+    included do
+      attr_writer :params
+
+      # Returns the parameters hash for this agent instance.
+      #
+      # @return [Hash] the parameters hash, defaults to empty hash if not set
+      def params
+        @params ||= {}
+      end
+    end
+
+    class_methods do
+      # Creates a parameterized agent proxy that will pass the given parameters
+      # to the agent instance when an action is called.
+      #
+      # @param params [Hash] the parameters to pass to the agent instance
+      # @return [ActiveAgent::Parameterized::Agent] a proxy object
+      #   that will create parameterized generations when actions are called
+      #
+      # @example
+      #   UserAgent.with(user_id: 123).send_notification.generate
+      #
+      def with(params = {})
+        ActiveAgent::Parameterized::Agent.new(self, params)
+      end
+      alias_method :prompt_with, :with
+
+      # Creates a direct prompt generation without defining an action method.
+      #
+      # This allows you to generate prompts inline without needing to define
+      # an action method on the agent class.
+      #
+      # @param messages [Array] message strings or hashes to add to conversation
+      # @param options [Hash] parameters to merge into prompt context
+      # @return [ActiveAgent::Parameterized::Generation] a generation instance
+      #   ready for generate_now, generate_later, etc.
+      #
+      # @example Direct prompt generation
+      #   MyAgent.prompt(message: "Hello world").generate_now
+      #
+      # @example With multiple messages
+      #   MyAgent.prompt(messages: ["First", "Second"]).generate_now
+      #
+      # @example With options
+      #   MyAgent.prompt(message: "Hello", temperature: 0.8).generate_now
+      def prompt(*messages, **options)
+        ActiveAgent::Parameterized::DirectGeneration.new(self, :prompt, {}, *messages, **options)
+      end
+
+      # Creates a direct embed generation without defining an action method.
+      #
+      # This allows you to generate embeddings inline without needing to define
+      # an action method on the agent class.
+      #
+      # @param input [String, Array<String>, nil] text to embed
+      # @param options [Hash] parameters to merge into embedding context
+      # @return [ActiveAgent::Parameterized::Generation] a generation instance
+      #   ready for embed_now, embed_later, etc.
+      #
+      # @example Direct embedding
+      #   MyAgent.embed(input: "Text to embed").embed_now
+      #
+      # @example With array input
+      #   MyAgent.embed(input: ["First", "Second"]).embed_now
+      #
+      # @example With options
+      #   MyAgent.embed(input: "Text", model: "text-embedding-3-large").embed_now
+      def embed(input = nil, **options)
+        ActiveAgent::Parameterized::DirectGeneration.new(self, :embed, {}, input, **options)
+      end
+    end
+
+    # Proxy class that intercepts method calls to create parameterized generations.
+    #
+    # This class is returned by {ClassMethods#with} and acts as a proxy to the
+    # actual agent class, capturing method calls to actions and creating
+    # {Generation} instances with the stored parameters.
+    #
+    # @api private
+    class Agent
+      # @param agent [Class] the agent class to proxy
+      # @param params [Hash] the parameters to pass to agent instances
+      def initialize(agent, params)
+        @agent = agent
+        @params = params
+      end
+
+      # Intercepts calls to agent action methods and creates parameterized generations.
+      #
+      # @param method_name [Symbol] the name of the action method being called
+      # @param args [Array] arguments to pass to the action method
+      # @return [ActiveAgent::Parameterized::Generation] a generation
+      #   instance with the stored parameters
+      # @raise [NoMethodError] if the method doesn't exist on the agent class
+      def method_missing(method_name, ...)
+        if @agent.public_instance_methods.include?(method_name)
+          ActiveAgent::Parameterized::Generation.new(@agent, method_name, @params, ...)
+        else
+          super
+        end
+      end
+
+      # @param method [Symbol] the method name to check
+      # @param include_all [Boolean] whether to include private and protected methods
+      # @return [Boolean] true if the agent responds to the method
+      def respond_to_missing?(method, include_all = false)
+        @agent.respond_to?(method, include_all)
+      end
+    end
+
+    # A specialized generation class that handles parameterized agent actions.
+    #
+    # This class extends {ActiveAgent::Generation} to support passing parameters
+    # to agent instances before processing actions. It ensures parameters are
+    # properly set both for immediate processing and when enqueuing background jobs.
+    #
+    # @api private
+    class Generation < ActiveAgent::Generation
+      # @param agent_class [Class] the agent class
+      # @param action [Symbol, String] the action method name
+      # @param params [Hash] the parameters to set on the agent instance
+      # @param args [Array] additional arguments for the action method
+      def initialize(agent_class, action, params, ...)
+        super(agent_class, action, ...)
+        @params = params
+      end
+
+      private
+
+      # Creates and processes an agent instance with parameters set.
+      #
+      # @return [ActiveAgent::Base] the processed agent instance with params
+      def agent
+        @agent ||= agent_class.new.tap do |agent|
+          agent.params = @params
+          agent.process(action_name, *args, **kwargs)
+        end
+      end
+
+      # Enqueues a generation job with parameters included.
+      #
+      # This method ensures that when a parameterized generation is enqueued,
+      # the parameters are passed to the background job so they can be
+      # properly set when the job executes.
+      #
+      # @param generation_method [Symbol, String] the generation method to call
+      # @param job_options [Hash] options to pass to the job (e.g., queue, priority)
+      # @return [Object] the enqueued job instance
+      def enqueue_generation(generation_method, job_options = {})
+        if processed?
+          super
+        else
+          agent_class.generation_job.set(job_options).perform_later(
+            agent_class.name, action_name.to_s, generation_method.to_s, params: @params, args: args, kwargs: kwargs
+          )
+        end
+      end
+    end
+
+    # A specialized generation class for direct prompt/embed calls without actions.
+    #
+    # This class handles cases where you want to call Agent.prompt(...).generate_now
+    # or Agent.embed(...).generate_now without defining an action method.
+    #
+    # @api private
+    class DirectGeneration < Generation
+      # @param agent_class [Class] the agent class
+      # @param generation_type [Symbol] either :prompt or :embed
+      # @param params [Hash] the parameters to set on the agent instance
+      # @param args [Array] messages for prompt or input for embed
+      # @param options [Hash] additional options (temperature, model, etc.)
+      def initialize(agent_class, generation_type, params, *args, **options)
+        @generation_type = generation_type
+        @direct_args = args
+        @direct_options = options
+
+        # Use a synthetic action name that won't conflict with real methods
+        super(agent_class, :"__direct_#{generation_type}__", params)
+      end
+
+      # Override generate_now to route to correct method based on generation type
+      def generate_now
+        case @generation_type
+        when :prompt
+          prompt_now
+        when :embed
+          embed_now
+        end
+      end
+
+      # Override generate_now! to route to correct method based on generation type
+      def generate_now!
+        case @generation_type
+        when :prompt
+          prompt_now!
+        when :embed
+          # For embed, we don't have a separate embed_now! method, so use embed_now
+          embed_now
+        end
+      end
+
+      private
+
+      # Creates and processes an agent instance for direct generation.
+      #
+      # Instead of calling a real action method, this directly calls the
+      # prompt() or embed() method on the agent instance with the provided arguments.
+      #
+      # @return [ActiveAgent::Base] the processed agent instance
+      def agent
+        @agent ||= agent_class.new.tap do |agent|
+          agent.params = @params
+
+          # Directly call prompt or embed method instead of processing an action
+          case @generation_type
+          when :prompt
+            agent.send(:prompt, *@direct_args, **@direct_options)
+          when :embed
+            agent.send(:embed, *@direct_args, **@direct_options)
+          end
+        end
+      end
+
+      # Enqueues a direct generation job.
+      #
+      # @param generation_method [Symbol, String] the generation method to call
+      # @param job_options [Hash] options to pass to the job
+      # @return [Object] the enqueued job instance
+      def enqueue_generation(generation_method, job_options = {})
+        if processed?
+          super
+        else
+          # For direct generations, we need to store the generation type and options
+          agent_class.generation_job.set(job_options).perform_later(
+            agent_class.name,
+            action_name.to_s,
+            generation_method.to_s,
+            params: @params,
+            args: args,
+            kwargs: kwargs,
+            direct_generation_type: @generation_type,
+            direct_args: @direct_args,
+            direct_options: @direct_options
+          )
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/preview.rb b/lib/active_agent/concerns/preview.rb
similarity index 100%
rename from lib/active_agent/preview.rb
rename to lib/active_agent/concerns/preview.rb
diff --git a/lib/active_agent/concerns/provider.rb b/lib/active_agent/concerns/provider.rb
new file mode 100644
index 00000000..53a824b2
--- /dev/null
+++ b/lib/active_agent/concerns/provider.rb
@@ -0,0 +1,120 @@
+# frozen_string_literal: true
+
+require_relative "../providers/_base_provider"
+
+module ActiveAgent
+  # Configures and manages AI provider integration for action prompts.
+  module Provider
+    extend ActiveSupport::Concern
+
+    # "Your tacky and I hate you" - Billy, https://youtu.be/dsheboxJNgQ?si=tzDlJ7sdSxM4RjSD
+    PROVIDER_SERVICE_NAMES_REMAPS = {
+      "Openrouter" => "OpenRouter",
+      "Openai"     => "OpenAI"
+    }
+
+    included do
+      class_attribute :_prompt_provider_klass, instance_accessor: false, instance_predicate: false
+      class_attribute :_embed_provider_klass,  instance_accessor: false, instance_predicate: false
+
+      delegate :prompt_provider_klass, :embed_provider_klass, to: :class
+    end
+
+    class_methods do
+      # Sets the prompt provider for this class.
+      #
+      # @param reference [Symbol, String, ActiveAgent::Provider::BaseProvider, Anthropic::Client, OpenAI::Client]
+      #   Provider identifier, instance, or client
+      # @raise [ArgumentError] if reference type is unsupported
+      # @return [void]
+      def prompt_provider=(reference)
+        case reference
+        when Symbol, String
+          self._prompt_provider_klass = configuration(reference)
+
+        when ActiveAgent::Providers::BaseProvider
+          self._prompt_provider_klass = reference
+
+        when ->(ref) { defined?(::Anthropic) && ref.is_a?(::Anthropic::Client) }
+          self._prompt_provider_klass = provider_load("Anthropic")
+
+        when ->(ref) { defined?(::OpenAI) && ref.is_a?(::OpenAI::Client) }
+          self._prompt_provider_klass = provider_load("OpenAI")
+        else
+          raise ArgumentError
+        end
+      end
+
+      # Sets the embed provider for this class.
+      #
+      # @param reference [Symbol, String, ActiveAgent::Provider::BaseProvider, Anthropic::Client, OpenAI::Client]
+      #   Provider identifier, instance, or client
+      # @raise [ArgumentError] if reference type is unsupported
+      # @return [void]
+      def embed_provider=(reference)
+        case reference
+        when Symbol, String
+          self._embed_provider_klass = configuration(reference)
+
+        when ActiveAgent::Providers::BaseProvider
+          self._embed_provider_klass = reference
+
+        when ->(ref) { defined?(::OpenAI) && ref.is_a?(::OpenAI::Client) }
+          self._embed_provider_klass = provider_load("OpenAI")
+        else
+          raise ArgumentError
+        end
+      end
+
+      # Loads provider class from configuration.
+      #
+      # @param reference [Symbol, String] Provider identifier
+      # @param options [Hash] Additional configuration options
+      # @return [Class] Provider class
+      # @raise [RuntimeError] if provider fails to load
+      def provider_setup(reference, **options)
+        type   = reference.to_sym
+        config = { service: type.to_s.camelize }.merge(provider_config_load(type)).merge(options)
+        provider_load(config[:service])
+
+      rescue LoadError => e
+        raise RuntimeError, "Failed to load provider #{type}: #{e.message}"
+      end
+      alias configuration provider_setup
+
+      # Retrieves provider configuration.
+      #
+      # @param provider_type [Symbol, String] Provider identifier
+      # @return [Hash] Configuration hash with symbolized keys
+      def provider_config_load(provider_type)
+        path = [ ENV["RAILS_ENV"], provider_type.to_s ].compact
+
+        path.length.downto(1).map do |index|
+          ActiveAgent.configuration.dig(*path[(path.length - index)..])
+        end.compact.first&.deep_symbolize_keys || {}
+      end
+
+      # Loads provider class by service name.
+      #
+      # @param service_name [String] Service name (e.g., "OpenAI", "Anthropic")
+      # @return [Class] Provider class
+      def provider_load(service_name)
+        require "active_agent/providers/#{service_name.underscore}_provider"
+
+        service_name = Hash.new(service_name).merge!(PROVIDER_SERVICE_NAMES_REMAPS)[service_name]
+
+        ActiveAgent::Providers.const_get("#{service_name.camelize}Provider")
+      end
+
+      # Returns the configured prompt provider class.
+      #
+      # @return [Class, nil] Prompt provider class if set
+      def prompt_provider_klass = _prompt_provider_klass
+
+      # Returns the configured embed provider class.
+      #
+      # @return [Class, nil] Embed provider class if set
+      def embed_provider_klass = _embed_provider_klass
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/queueing.rb b/lib/active_agent/concerns/queueing.rb
new file mode 100644
index 00000000..5a37fe93
--- /dev/null
+++ b/lib/active_agent/concerns/queueing.rb
@@ -0,0 +1,36 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Configures asynchronous generation via Active Job.
+  #
+  # Provides class attributes to customize which job class processes
+  # queued generations and which queue they run on. Enables agents to
+  # defer prompt generation and embedding operations for background processing.
+  #
+  # @example Custom job class
+  #   class MyAgent < ActiveAgent::Base
+  #     self.generation_job = CustomGenerationJob
+  #   end
+  #
+  # @example Custom queue name
+  #   class PriorityAgent < ActiveAgent::Base
+  #     self.generate_later_queue_name = :high_priority
+  #   end
+  #
+  # @see ActiveAgent::GenerationJob
+  module Queueing
+    extend ActiveSupport::Concern
+
+    included do
+      # Job class used to process queued generations.
+      #
+      # @return [Class] defaults to ActiveAgent::GenerationJob
+      class_attribute :generation_job, default: ::ActiveAgent::GenerationJob
+
+      # Queue name for generation jobs.
+      #
+      # @return [Symbol] defaults to :agents
+      class_attribute :generate_later_queue_name, default: :agents
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/rescue.rb b/lib/active_agent/concerns/rescue.rb
new file mode 100644
index 00000000..5f3938ba
--- /dev/null
+++ b/lib/active_agent/concerns/rescue.rb
@@ -0,0 +1,64 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides exception handling for action prompts using `rescue_from` declarations.
+  #
+  # Handler methods must be public or protected because ActiveSupport::Rescuable
+  # uses `Kernel#method()` for lookup.
+  #
+  # @see https://github.com/rails/rails/blob/main/actionpack/lib/action_controller/metal/rescue.rb
+  # @see ActiveSupport::Rescuable
+  module Rescue
+    extend ActiveSupport::Concern
+    include ActiveSupport::Rescuable
+
+    class_methods do
+      # Finds and instruments the rescue handler for an exception.
+      #
+      # @param exception [Exception] the exception to handle
+      # @return [Proc, nil] the handler proc if found, nil otherwise
+      # @api private
+      # def handler_for_rescue(exception, ...)
+      #   if (handler = super)
+      #     ActiveSupport::Notifications.instrument("rescue_from_callback.active_agent", exception:)
+      #     handler
+      #   end
+      # end
+    end
+
+    # Yields to block with exception handling.
+    # Rescues using registered handlers or re-raises.
+    #
+    # @yield block to execute with exception handling
+    # @raise [Exception] if no handler is registered for the exception
+    def handle_exceptions
+      yield
+    rescue Exception => exception
+      rescue_with_handler(exception) || raise
+    end
+
+    private
+
+    # Processes the prompt with exception handling.
+    #
+    # Overrides parent to rescue exceptions using registered handlers.
+    #
+    # @raise [Exception] if no handler is registered for the exception
+    # @api private
+    def process(...)
+      super
+    rescue Exception => exception
+      rescue_with_handler(exception) || raise
+    end
+
+    # Returns proc that rescues exceptions using registered handlers.
+    #
+    # @return [Proc]
+    # @api private
+    def exception_handler
+      proc do |exception|
+        rescue_with_handler(exception)
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/streaming.rb b/lib/active_agent/concerns/streaming.rb
new file mode 100644
index 00000000..a605e093
--- /dev/null
+++ b/lib/active_agent/concerns/streaming.rb
@@ -0,0 +1,282 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides streaming callback support for agent classes.
+  #
+  # Callbacks can be registered for three points in the streaming lifecycle:
+  # - {on_stream_open} - invoked before the first chunk
+  # - {on_stream} - invoked for every chunk received
+  # - {on_stream_close} - invoked after the final chunk
+  #
+  # Callbacks automatically receive a {StreamChunk} parameter if they accept arguments.
+  #
+  # @example Basic usage with chunk parameter
+  #   class MyPrompt < ActiveAgent::Base
+  #     on_stream_open :setup_stream
+  #     on_stream :log_chunk
+  #     on_stream_close :cleanup_stream
+  #
+  #     private
+  #
+  #     def setup_stream(chunk)
+  #       puts "Stream opening..."
+  #       puts "First message: #{chunk.message}"
+  #     end
+  #
+  #     def log_chunk(chunk)
+  #       print chunk.delta if chunk.delta
+  #     end
+  #
+  #     def cleanup_stream(chunk)
+  #       puts "\nStream complete!"
+  #     end
+  #   end
+  #
+  # @example Usage without chunk parameter
+  #   class MyPrompt < ActiveAgent::Base
+  #     on_stream_open :initialize_counter
+  #     on_stream :increment_counter
+  #     on_stream_close :log_total
+  #
+  #     private
+  #
+  #     def initialize_counter
+  #       @count = 0
+  #     end
+  #
+  #     def increment_counter
+  #       @count += 1
+  #     end
+  #
+  #     def log_total
+  #       puts "Total chunks: #{@count}"
+  #     end
+  #   end
+  #
+  # @example Using blocks
+  #   class MyPrompt < ActiveAgent::Base
+  #     on_stream do |chunk|
+  #       Rails.logger.info("Received: #{chunk.delta}")
+  #     end
+  #   end
+  #
+  # @example With callback options
+  #   class MyPrompt < ActiveAgent::Base
+  #     on_stream :log_chunk, if: :debug_mode?
+  #     on_stream_close :save_response, unless: :test_environment?
+  #   end
+  module Streaming
+    extend ActiveSupport::Concern
+
+    # Data object representing a chunk of streamed content.
+    #
+    # @!attribute [r] message
+    #   @return [Object] the complete message object from the provider
+    # @!attribute [r] delta
+    #   @return [String, nil] the incremental content delta for this chunk
+    class StreamChunk < Data.define(:message, :delta); end
+
+    included do
+      include AbstractController::Callbacks
+
+      define_callbacks :stream_open
+      define_callbacks :stream
+      define_callbacks :stream_close
+
+      # Internal attribute to store the current streaming chunk.
+      #
+      # @api private
+      attr_internal :stream_chunk
+    end
+
+    class_methods do
+      # Defines a callback for when streaming opens.
+      #
+      # Invoked before the first chunk. Callbacks receive a {StreamChunk}
+      # if they accept arguments.
+      #
+      # @param names [Symbol] method names to call as callbacks
+      # @param block [Proc] optional block to execute as a callback
+      # @yield [chunk] passes the {StreamChunk} if the block accepts parameters
+      # @yieldparam chunk [StreamChunk] current stream chunk
+      # @option options [Symbol, Proc] :if condition for running the callback
+      # @option options [Symbol, Proc] :unless condition for skipping the callback
+      # @return [void]
+      #
+      # @example With method that accepts chunk
+      #   on_stream_open :setup_streaming
+      #
+      #   def setup_streaming(chunk)
+      #     @buffer = []
+      #     Rails.logger.info("Starting: #{chunk.message}")
+      #   end
+      #
+      # @example With method that doesn't need chunk
+      #   on_stream_open :initialize_buffer
+      #
+      #   def initialize_buffer
+      #     @buffer = []
+      #   end
+      #
+      # @example With a block
+      #   on_stream_open do |chunk|
+      #     Rails.logger.info("Stream opening with message: #{chunk.message}")
+      #   end
+      #
+      # @example With conditions
+      #   on_stream_open :log_open, if: :logging_enabled?
+      def on_stream_open(*names, &block)
+        _stream_define_callback(:stream_open, *names, &block)
+      end
+
+      # Defines a callback for handling streaming responses.
+      #
+      # Invoked for every chunk received. Callbacks receive a {StreamChunk}
+      # if they accept arguments.
+      #
+      # @param names [Symbol] method names to call as callbacks
+      # @param block [Proc] optional block to execute as a callback
+      # @yield [chunk] passes the {StreamChunk} if the block accepts parameters
+      # @yieldparam chunk [StreamChunk] current stream chunk
+      # @option options [Symbol, Proc] :if condition for running the callback
+      # @option options [Symbol, Proc] :unless condition for skipping the callback
+      # @return [void]
+      #
+      # @example With method that accepts chunk
+      #   on_stream :process_chunk
+      #
+      #   def process_chunk(chunk)
+      #     print chunk.delta if chunk.delta
+      #   end
+      #
+      # @example With method that doesn't need chunk
+      #   on_stream :increment_counter
+      #
+      #   def increment_counter
+      #     @chunk_count += 1
+      #   end
+      #
+      # @example With a block
+      #   on_stream do |chunk|
+      #     print chunk.delta if chunk.delta
+      #   end
+      #
+      # @example With conditions
+      #   on_stream :buffer_chunk, unless: :direct_output?
+      def on_stream(*names, &block)
+        _stream_define_callback(:stream, *names, &block)
+      end
+
+      # Defines a callback for when streaming closes.
+      #
+      # Invoked after the final chunk. Callbacks receive a {StreamChunk}
+      # if they accept arguments.
+      #
+      # @param names [Symbol] method names to call as callbacks
+      # @param block [Proc] optional block to execute as a callback
+      # @yield [chunk] passes the {StreamChunk} if the block accepts parameters
+      # @yieldparam chunk [StreamChunk] current stream chunk
+      # @option options [Symbol, Proc] :if condition for running the callback
+      # @option options [Symbol, Proc] :unless condition for skipping the callback
+      # @return [void]
+      #
+      # @example With method that accepts chunk
+      #   on_stream_close :save_response
+      #
+      #   def save_response(chunk)
+      #     Rails.logger.info("Complete: #{chunk.message}")
+      #   end
+      #
+      # @example With method that doesn't need chunk
+      #   on_stream_close :cleanup
+      #
+      #   def cleanup
+      #     @buffer = nil
+      #   end
+      #
+      # @example With a block
+      #   on_stream_close do |chunk|
+      #     Rails.logger.info("Stream complete")
+      #   end
+      #
+      # @example With conditions
+      #   on_stream_close :persist_response, if: :should_save?
+      def on_stream_close(*names, &block)
+        _stream_define_callback(:stream_close, *names, &block)
+      end
+
+      # @api private
+      # @param callback_name [Symbol] callback type (:stream_open, :stream, :stream_close)
+      # @param names [Array<Symbol>] method names or procs to register
+      # @param block [Proc] optional block to register
+      # @return [void]
+      def _stream_define_callback(callback_name, *names, &block)
+        _insert_callbacks(names, block) do |name, options|
+          wrapper = _stream_define_callback_wrapper(callback_name, name)
+          set_callback(callback_name, :before, wrapper, **options)
+        end
+      end
+
+      # @api private
+      # @param callback_name [Symbol] callback type
+      # @param method_ref [Symbol, Proc] method name or proc to wrap
+      # @return [Symbol] wrapper method name
+      def _stream_define_callback_wrapper(callback_name, method_ref)
+        if method_ref.is_a?(Proc)
+          _stream_define_callback_wrapper_proc(callback_name, method_ref)
+        else
+          _stream_define_callback_wrapper_name(callback_name, method_ref)
+        end
+      end
+
+      # @api private
+      # @param callback_name [Symbol] callback type
+      # @param method_name [Symbol] method name to wrap
+      # @return [Symbol] wrapper method name
+      def _stream_define_callback_wrapper_name(callback_name, method_name)
+        define_method(:"_#{callback_name}_#{method_name}") do
+          if method(method_name).arity.zero?
+            send(method_name)
+          else
+            send(method_name, stream_chunk)
+          end
+        end
+      end
+
+      # @api private
+      # @param callback_name [Symbol] callback type
+      # @param method_proc [Proc] proc to wrap
+      # @return [Symbol] wrapper method name
+      def _stream_define_callback_wrapper_proc(callback_name, method_proc)
+        define_method(:"_#{callback_name}_#{method_proc.object_id}") do
+          if method_proc.arity.zero?
+            instance_exec(&method_proc)
+          else
+            instance_exec(stream_chunk, &method_proc)
+          end
+        end
+      end
+    end
+
+    private
+
+    # Returns a proc that runs streaming callbacks for provider execution.
+    #
+    # The returned proc creates a {StreamChunk} and triggers callbacks
+    # based on the type parameter (`:open`, `:update`, or `:close`).
+    #
+    # @return [Proc] callback proc that accepts (message, delta, type)
+    def stream_broadcaster
+      proc do |message, delta, type|
+        self.stream_chunk = StreamChunk.new(message, delta)
+
+        run_callbacks(:stream_open) if type == :open
+        run_callbacks(:stream)
+        run_callbacks(:stream_close) if type == :close
+
+        # Don't leak dirty context between callbacks or into userspace
+        self.stream_chunk = nil
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/tooling.rb b/lib/active_agent/concerns/tooling.rb
new file mode 100644
index 00000000..a53e9734
--- /dev/null
+++ b/lib/active_agent/concerns/tooling.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides tool/function calling support for agent classes.
+  #
+  # Enables agent classes to respond to tool calls from providers
+  # by routing them to the appropriate action methods.
+  module Tooling
+    extend ActiveSupport::Concern
+
+    # Returns a proc that handles tool/function calls from providers.
+    #
+    # The proc routes tool calls to the appropriate action method using
+    # the {#process} method.
+    #
+    # @return [Proc] callback proc that accepts (action_name, *args, **kwargs)
+    def tools_function
+      proc do |action_name, *args, **kwargs|
+        process(action_name, *args, **kwargs)
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/concerns/view.rb b/lib/active_agent/concerns/view.rb
new file mode 100644
index 00000000..9cdd97dc
--- /dev/null
+++ b/lib/active_agent/concerns/view.rb
@@ -0,0 +1,151 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  # Provides template lookup and rendering for agent classes.
+  #
+  # Enables agents to render instructions, schemas, and messages from
+  # ERB templates with flexible directory structures and fallback paths.
+  module View
+    extend ActiveSupport::Concern
+
+    included do
+      include ActionView::Layouts
+    end
+
+    # Builds template lookup paths supporting both flat and nested directory structures.
+    #
+    # Templates are searched in priority order:
+    # - `app/views/{agent_name}/` (e.g., `app/views/support_agent/`)
+    # - `app/views/agents/{agent_without_suffix}/` (e.g., `app/views/agents/support/`)
+    #
+    # With action_name present:
+    # - `app/views/agents/{agent_without_suffix}/{action_name}/`
+    # - `app/views/{agent_name}/{action_name}/`
+    # - `app/views/{agent_name}/`
+    # - `app/views/agents/{agent_without_suffix}/`
+    #
+    # @return [Array<String>] ordered prefixes for template lookup
+    def _prefixes
+      @_prefixes ||= begin
+        # Get the base agent name (e.g., "statements_agent" or "view_test/test_agent")
+        base = agent_name
+
+        # Build the nested structure under agents/
+        # e.g., "agents/statements" for StatementsAgent
+        nested = "agents/#{base.delete_suffix("_agent")}"
+
+        # Build prefixes with action_name if present
+        if action_name.present?
+          # Priority order: nested/action, base/action, base, nested
+          [  "#{nested}/#{action_name}", "#{base}/#{action_name}", base, nested ]
+        else
+          # Priority order: base, nested
+          [ nested, base ]
+        end
+      end
+    end
+
+    ##### Instructions Templating ###########################################
+
+    # Prepares instructions from various input formats.
+    #
+    # Supported formats:
+    # - `String`: returned as-is
+    # - `Symbol`: invokes method with that name (like ActiveRecord callbacks)
+    # - `Array<String>`: returned as-is if all elements are strings
+    # - `Hash`: requires `:template` key, optional `:locals`
+    # - `nil` or `true`: renders default "instructions" template
+    #
+    # @param value [Hash, String, Symbol, Array<String>, Boolean, nil]
+    # @return [String, Array<String>, nil] nil if template not found
+    # @raise [ArgumentError] if format is invalid or Hash missing :template key
+    def prompt_view_instructions(value)
+      case value
+      when String
+        value.presence
+
+      when Symbol
+        send(value)
+
+      when Array
+        raise ArgumentError, "Instructions array must contain only strings" unless value.all?(String)
+        value.presence
+
+      when Hash
+        raise ArgumentError, "Expected `:template` key in instructions hash" unless value[:template]
+        view_render_template(value[:template], **value[:locals])
+
+      when nil, true
+        view_render_template("instructions", strict: value == true, **params.dig(:instructions, :locals))
+
+      else
+        raise ArgumentError, "Instructions must be Hash, String, Symbol or nil"
+      end
+    end
+
+    ##### Action Templating #################################################
+
+    # Renders template for a prompt action or message.
+    #
+    # @param action_name [String, Symbol]
+    # @param locals [Hash]
+    # @return [String, nil]
+    def prompt_view_message(action_name, strict:, **locals)
+      view_render_template(action_name, strict:, **locals)
+    end
+
+    # Renders JSON schema from template or returns Hash directly.
+    #
+    # Schema templates are looked up as `{name}.schema.json`:
+    # - When value is `true` or `nil`: looks for `{action_name}.schema.json`
+    # - When value is a String/Symbol: looks for `{value}.schema.json`
+    # - When value is a Hash: returns the Hash directly
+    #
+    # @param value [Hash, String, Symbol, Boolean, nil]
+    # @return [Hash, String, nil]
+    def prompt_view_schema(value)
+      case value
+      when Hash
+        value
+      when String, Symbol
+        JSON.parse(view_render_template(value, strict: true, formats: [ :"schema.json" ]), symbolize_names: true)
+      when true, nil
+        JSON.parse(view_render_template(action_name, strict: true, formats: [ :"schema.json" ]), symbolize_names: true)
+      end
+    end
+
+    # Renders template for embedding input.
+    #
+    # @param action_name [String, Symbol]
+    # @param locals [Hash]
+    # @return [String, nil]
+    def embed_view_input(action_name, **locals)
+      view_render_template(action_name, **locals)
+    end
+
+    private
+
+    ##### Shared Helpers ####################################################
+
+    # Renders a template if it exists in any supported ERB format.
+    #
+    # Templates are looked up using the prefixes defined in `_prefixes`:
+    # 1. `app/views/{agent_name}/` (e.g., `app/views/statements_agent/`)
+    # 2. `app/views/agents/{agent_without_suffix}/` (e.g., `app/views/agents/statements/`)
+    #
+    # @param template_name [String, Symbol] template file name without extension
+    # @param strict [Boolean] if true, raises error when template not found
+    # @param format [Symbol, nil] specific format to look for (e.g., :json, :html)
+    # @param locals [Hash] local variables passed to template
+    # @return [String, nil] nil if template not found and not strict
+    def view_render_template(template_name, strict: false, formats: nil, **locals)
+      options = { formats: }.compact
+
+      return if !strict && !lookup_context.exists?(template_name, _prefixes, false, [], **options)
+
+      template = lookup_context.find_template(template_name, _prefixes, false, [], **options)
+
+      render_to_string(template: template.virtual_path, locals:, layout: false).chomp.presence
+    end
+  end
+end
diff --git a/lib/active_agent/configuration.rb b/lib/active_agent/configuration.rb
index b1a1b071..d3227159 100644
--- a/lib/active_agent/configuration.rb
+++ b/lib/active_agent/configuration.rb
@@ -1,36 +1,572 @@
 # frozen_string_literal: true
 
+require "active_support/core_ext/object/duplicable"
+require "active_support/core_ext/hash/indifferent_access"
+require "erb"
+require "socket"
+require "timeout"
+require "yaml"
+
 module ActiveAgent
+  # Configuration class for ActiveAgent global settings.
+  #
+  # Provides configuration options for generation behavior, error handling,
+  # logging, and retry strategies. Configuration can be set globally using
+  # the {ActiveAgent.configure} method or loaded from a YAML file for
+  # provider-specific settings.
+  #
+  # = Global Configuration
+  #
+  # Use {ActiveAgent.configure} for framework-level settings like retry behavior
+  # and logging.
+  #
+  # @example Basic configuration
+  #   ActiveAgent.configure do |config|
+  #     config.retries = true
+  #     config.retries_count = 5
+  #   end
+  #
+  # @example Custom retry strategy
+  #   ActiveAgent.configure do |config|
+  #     config.retries = ->(block) do
+  #       Retriable.retriable(tries: 3, on: [Net::ReadTimeout]) do
+  #         block.call
+  #       end
+  #     end
+  #   end
+  #
+  # = Provider Configuration
+  #
+  # Use YAML configuration files to define provider-specific settings like
+  # API keys, models, and parameters. This is the recommended approach for
+  # managing multiple generation providers across different environments.
+  #
+  # @example YAML configuration file (config/activeagent.yml)
+  #   # Define reusable anchors for common settings
+  #   openai: &openai
+  #     service: "OpenAI"
+  #     access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+  #
+  #   anthropic: &anthropic
+  #     service: "Anthropic"
+  #     access_token: <%= Rails.application.credentials.dig(:anthropic, :access_token) %>
+  #
+  #   development:
+  #     openai:
+  #       <<: *openai
+  #       model: "gpt-4o-mini"
+  #       temperature: 0.7
+  #     anthropic:
+  #       <<: *anthropic
+  #       model: "claude-3-5-sonnet-20241022"
+  #
+  #   production:
+  #     openai:
+  #       <<: *openai
+  #       model: "gpt-4o"
+  #       temperature: 0.5
+  #
+  # @example Loading provider configuration
+  #   # In config/initializers/activeagent.rb
+  #   ActiveAgent.configuration_load(Rails.root.join("config/activeagent.yml"))
+  #
+  # @example Using configured providers in agents
+  #   class MyAgent < ActiveAgent::Base
+  #     generate_with :openai  # Uses settings from config/activeagent.yml
+  #   end
+  #
+  # @see ActiveAgent.configure
+  # @see ActiveAgent.configuration_load
   class Configuration
-    attr_accessor :verbose_generation_errors
-    attr_accessor :generation_retry_errors
-    attr_accessor :generation_max_retries
-    attr_accessor :generation_provider_logger
+    # Default configuration values.
+    #
+    # @return [Hash] Hash of default configuration values
+    DEFAULTS = {
+      retries: true,
+      retries_count: 3,
+      retries_on: [
+        EOFError,
+        Errno::ECONNREFUSED,
+        Errno::ECONNRESET,
+        Errno::EHOSTUNREACH,
+        Errno::EINVAL,
+        Errno::ENETUNREACH,
+        Errno::ETIMEDOUT,
+        SocketError,
+        Timeout::Error
+      ].freeze
+    }.freeze
+
+    # @!attribute [rw] retries
+    #   Retry strategy for generation requests.
+    #   Can be false (no retries), true (built-in retries), or a Proc for custom logic.
+    #   @return [Boolean, Proc] Retry strategy (default: true)
+    #   @see #retries=
+    attr_accessor :retries
+
+    # @!attribute [rw] retries_count
+    #   Maximum number of retry attempts for generation requests.
+    #   @return [Integer] Maximum retry attempts (default: 3)
+    attr_accessor :retries_count
 
-    def initialize
-      @verbose_generation_errors = false
-      @generation_retry_errors = []
-      @generation_max_retries = 3
-      @generation_provider_logger = nil
+    # @!attribute [rw] retries_on
+    #   Array of exception classes that should trigger retries.
+    #   Only used when {#retries} is set to true (built-in retry logic).
+    #   @return [Array<Class>] Exception classes to retry on (default: network-related errors)
+    #   @see #retries
+    #   @see #retries_count
+    attr_accessor :retries_on
+
+    # Gets the logger used by ActiveAgent.
+    #
+    # @return [Logger] The logger instance
+    # @see ActiveAgent::Base.logger
+    def logger
+      ActiveAgent::Base.logger
     end
 
-    def verbose_generation_errors?
-      @verbose_generation_errors
+    # Sets the logger used by ActiveAgent.
+    #
+    # @param value [Logger] The logger instance to use
+    # @return [Logger] The logger that was set
+    #
+    # @example
+    #   config.logger = Logger.new(STDOUT)
+    #   config.logger.level = Logger::DEBUG
+    #
+    # @see ActiveAgent::Base.logger=
+    def logger=(value)
+      ActiveAgent::Base.logger = value
+    end
+
+    # Loads configuration from a YAML file.
+    #
+    # Reads a YAML configuration file, evaluates any ERB templates, and extracts
+    # environment-specific settings based on RAILS_ENV or ENV environment variables.
+    # Falls back to the root level settings if no environment key is found.
+    #
+    # The YAML file can contain both framework-level settings (retries, logging, etc.)
+    # and provider-specific configurations (API keys, models, parameters). Provider
+    # configurations are stored as nested hashes and can be accessed via the [] operator.
+    #
+    # @param filename [String] Path to the YAML configuration file
+    # @return [Configuration] A new Configuration instance with loaded settings
+    #
+    # @example Framework settings only
+    #   # config/activeagent.yml
+    #   development:
+    #     retries: true
+    #     retries_count: 3
+    #   production:
+    #     retries: true
+    #     retries_count: 5
+    #
+    # @example Provider-specific configuration with YAML anchors
+    #   # config/activeagent.yml
+    #   openai: &openai
+    #     service: "OpenAI"
+    #     access_token: <%= Rails.application.credentials.dig(:openai, :access_token) %>
+    #     retries: false
+    #
+    #   anthropic: &anthropic
+    #     service: "Anthropic"
+    #     access_token: <%= Rails.application.credentials.dig(:anthropic, :access_token) %>
+    #
+    #   open_router: &open_router
+    #     service: "OpenRouter"
+    #     access_token: <%= Rails.application.credentials.dig(:open_router, :access_token) %>
+    #     retries_count: 5
+    #
+    #   development:
+    #     openai:
+    #       <<: *openai
+    #       model: "gpt-4o-mini"
+    #       temperature: 0.7
+    #     anthropic:
+    #       <<: *anthropic
+    #       model: "claude-3-5-sonnet-20241022"
+    #     open_router:
+    #       <<: *open_router
+    #       model: "qwen/qwen3-30b-a3b:free"
+    #
+    #   test:
+    #     openai:
+    #       <<: *openai
+    #       model: "gpt-4o-mini"
+    #     anthropic:
+    #       <<: *anthropic
+    #
+    #   production:
+    #     openai:
+    #       <<: *openai
+    #       model: "gpt-4o"
+    #       temperature: 0.5
+    #     anthropic:
+    #       <<: *anthropic
+    #       model: "claude-3-5-sonnet-20241022"
+    #
+    # @example Loading and accessing provider configuration
+    #   config = ActiveAgent::Configuration.load("config/activeagent.yml")
+    #   config[:openai]  # => { "service" => "OpenAI", "model" => "gpt-4o-mini", ... }
+    #
+    # @note ERB templates are evaluated, allowing you to use Rails credentials,
+    #   environment variables, or any Ruby code within <%= %> tags.
+    def self.load(filename)
+      settings = {}
+
+      if File.exist?(filename)
+        config_file = YAML.load(ERB.new(File.read(filename)).result, aliases: true)
+        env         = ENV["RAILS_ENV"] || ENV["ENV"] || "development"
+        settings    = config_file[env] || config_file
+      end
+
+      Configuration.new(settings)
+    end
+
+    # Initializes a new Configuration instance with default values.
+    #
+    # Sets all configuration attributes to their default values as defined
+    # in {DEFAULTS}. Duplicates values where possible to prevent shared state.
+    # Custom settings can be passed to override defaults.
+    #
+    # When loading from a YAML file via {Configuration.load}, all settings from
+    # the environment-specific section are passed as the settings hash, including
+    # any provider configurations defined in the file.
+    #
+    # @param settings [Hash] Optional settings to override defaults
+    # @option settings [Boolean, Proc] :retries (true) Retry strategy
+    # @option settings [Integer] :retries_count (3) Maximum retry attempts
+    # @option settings [Array<Class>] :retries_on Network error classes to retry on
+    #
+    # @example With default settings
+    #   config = ActiveAgent::Configuration.new
+    #
+    # @example With custom settings
+    #   config = ActiveAgent::Configuration.new(
+    #     retries: false
+    #   )
+    #
+    # @example With provider configurations (typically from YAML)
+    #   config = ActiveAgent::Configuration.new(
+    #     openai: { service: "OpenAI", model: "gpt-4o" },
+    #     anthropic: { service: "Anthropic", model: "claude-3-5-sonnet-20241022" }
+    #   )
+    def initialize(settings = {})
+      (DEFAULTS.merge(settings)).each do |key, value|
+        self[key] = value
+      end
+    end
+
+    # Configures the retry strategy for generation requests.
+    #
+    # @param strategy [Boolean, Proc]
+    #   - false: disables retries completely
+    #   - true: uses built-in retry logic (default)
+    #   - Proc: custom retry wrapper that receives a block to execute
+    #
+    # @raise [ArgumentError] If strategy is not false, true, or a callable object
+    #
+    # @example Disable retries
+    #   config.retries = false
+    #
+    # @example Use built-in retries (default)
+    #   config.retries = true
+    #
+    # @example Custom retry wrapper with Retriable gem
+    #   config.retries = ->(block) {
+    #     Retriable.retriable(tries: 5, on: [Net::ReadTimeout, Timeout::Error]) do
+    #       block.call
+    #     end
+    #   }
+    #
+    # @example Circuit breaker pattern
+    #   config.retries = ->(block) {
+    #     CircuitBreaker.handle do
+    #       block.call
+    #     end
+    #   }
+    #
+    # @see #retries_count
+    # @see #retries_on
+    def retries=(strategy)
+      unless strategy == false || strategy == true || strategy.respond_to?(:call)
+        raise ArgumentError, "retries must be false, true, or a callable object (Proc/Lambda)"
+      end
+      @retries = strategy
+    end
+
+    # Retrieves a configuration value by key.
+    #
+    # This method provides hash-like access to both framework settings and
+    # provider configurations. Framework settings correspond to the defined
+    # accessors, while provider configurations are stored as nested hashes.
+    #
+    # @param key [String, Symbol] Configuration key to retrieve
+    # @return [Object, nil] The configuration value or nil if not found
+    #
+    # @example Accessing framework settings
+    #   config[:retries]  # => true
+    #   config["retries"] # => true
+    #
+    # @example Accessing provider configurations
+    #   config[:openai]     # => { "service" => "OpenAI", "model" => "gpt-4o", ... }
+    #   config[:anthropic]  # => { "service" => "Anthropic", "model" => "claude-3-5-sonnet-20241022", ... }
+    def [](key)
+      instance_variable_get("@#{key}")
+    end
+
+    # Sets a configuration value by key.
+    #
+    # @param key [String, Symbol] Configuration key to set
+    # @param value [Object] Value to set
+    # @return [Object] The value that was set
+    #
+    # @example
+    #   config[:retries] = false
+    #   config["retries_count"] = 5
+    def []=(key, value)
+      instance_variable_set("@#{key}", convert_to_indifferent_access(value))
+    end
+
+    # Extracts nested values using a sequence of keys.
+    #
+    # Similar to Hash#dig, traverses nested configuration values safely.
+    # Returns nil if any intermediate key doesn't exist.
+    #
+    # @param keys [Array<String, Symbol>] Keys to traverse
+    # @return [Object, nil] The nested value or nil
+    #
+    # @example
+    #   config.dig(:openai, :model)  # => "gpt-4o"
+    #   config.dig("test", "anthropic", "service")  # => "Anthropic"
+    #   config.dig(:nonexistent, :key)  # => nil
+    def dig(*keys)
+      keys.reduce(self) do |obj, key|
+        break nil unless obj
+        if obj.is_a?(Configuration)
+          obj[key]
+        elsif obj.respond_to?(:dig)
+          obj.dig(key)
+        elsif obj.respond_to?(:[])
+          obj[key]
+        else
+          nil
+        end
+      end
+    end
+
+    # Creates a deep duplicate of the configuration.
+    #
+    # Recursively duplicates all configuration values to avoid shared state.
+    #
+    # @return [Configuration] A new Configuration instance with duplicated values
+    #
+    # @example
+    #   original = ActiveAgent.configuration
+    #   backup = original.deep_dup
+    #   backup[:retries] = false  # doesn't affect original
+    def deep_dup
+      new_config = Configuration.new
+      instance_variables.each do |var|
+        value = instance_variable_get(var)
+        new_config.instance_variable_set(var, deep_dup_value(value))
+      end
+      new_config
+    end
+
+    # Replaces the current configuration values with those from another configuration.
+    #
+    # Copies all instance variables from the source configuration to this one,
+    # and removes any instance variables that exist in self but not in other.
+    # Useful for restoring configuration state in tests.
+    #
+    # @param other [Configuration] The configuration to copy from
+    # @return [Configuration] Self
+    #
+    # @example
+    #   backup = config.deep_dup
+    #   # ... make changes ...
+    #   config.replace(backup)  # restore original state
+    def replace(other)
+      # Remove variables that exist in self but not in other
+      (instance_variables - other.instance_variables).each do |var|
+        remove_instance_variable(var)
+      end
+
+      # Copy all variables from other to self
+      other.instance_variables.each do |var|
+        instance_variable_set(var, other.instance_variable_get(var))
+      end
+
+      self
+    end
+
+    # Delegates method calls to the [] operator for accessing configuration values.
+    #
+    # Allows accessing configuration values using method syntax instead of
+    # hash-like access. Returns nil for undefined configuration keys.
+    #
+    # @param method [Symbol] The method name (configuration key)
+    # @param args [Array] Method arguments (not used)
+    # @return [Object, nil] The configuration value or nil
+    # @private
+    #
+    # @example
+    #   config.retries        # => true (same as config[:retries])
+    #   config.retries_count  # => 3 (same as config[:retries_count])
+    def method_missing(method, *args)
+      self[method]
     end
-  end
 
-  class << self
-    def configuration
-      @configuration ||= Configuration.new
+    # Checks if the configuration responds to a method.
+    #
+    # Returns true if an instance variable exists for the given method name,
+    # allowing proper introspection of dynamically accessible configuration keys.
+    #
+    # @param method [Symbol] The method name to check
+    # @param include_private [Boolean] Whether to include private methods
+    # @return [Boolean] True if the configuration has the key
+    # @private
+    def respond_to_missing?(method, include_private = false)
+      instance_variable_defined?("@#{method}") || super
     end
 
-    def configure
-      yield configuration if block_given?
-      configuration
+    private
+
+    # Recursively converts hashes to HashWithIndifferentAccess.
+    #
+    # This ensures that all hash values (including nested hashes) can be
+    # accessed using both string and symbol keys. Non-hash values are
+    # returned unchanged.
+    #
+    # @param value [Object] The value to convert
+    # @return [Object] The converted value
+    # @private
+    def convert_to_indifferent_access(value)
+      case value
+      when Hash
+        value.with_indifferent_access.transform_values { |v| convert_to_indifferent_access(v) }
+      when Array
+        value.map { |v| convert_to_indifferent_access(v) }
+      else
+        value
+      end
     end
 
-    def reset_configuration!
-      @configuration = Configuration.new
+    # Recursively duplicates a value.
+    #
+    # Creates deep copies of hashes and arrays to avoid shared state.
+    # Uses dup for duplicable objects, returns non-duplicable objects as-is.
+    #
+    # @param value [Object] The value to duplicate
+    # @return [Object] The duplicated value
+    # @private
+    def deep_dup_value(value)
+      case value
+      when Hash
+        value.transform_values { |v| deep_dup_value(v) }
+      when Array
+        value.map { |v| deep_dup_value(v) }
+      else
+        value.duplicable? ? value.dup : value
+      end
     end
   end
+
+  # Returns the global configuration instance.
+  #
+  # Creates a new {Configuration} instance if one doesn't exist.
+  #
+  # @return [Configuration] The global configuration instance
+  #
+  # @example Access configuration
+  #   ActiveAgent.configuration.retries  # => true
+  def self.configuration
+    @configuration ||= Configuration.new
+  end
+
+  # Configures ActiveAgent with a block.
+  #
+  # Yields the global configuration instance to the provided block,
+  # allowing settings to be modified. This is the recommended way
+  # to configure ActiveAgent.
+  #
+  # @yield [config] Yields the configuration instance
+  # @yieldparam config [Configuration] The configuration to modify
+  # @return [Configuration] The modified configuration instance
+  #
+  # @example Basic configuration
+  #   ActiveAgent.configure do |config|
+  #     config.retries = false
+  #   end
+  #
+  # @example Configuring retry behavior
+  #   ActiveAgent.configure do |config|
+  #     config.retries = true
+  #     config.retries_count = 5
+  #     config.retries_on << CustomNetworkError
+  #   end
+  #
+  # @example Custom logger (non-Rails environments)
+  #   ActiveAgent.configure do |config|
+  #     config.logger = Logger.new(STDOUT)
+  #     config.logger.level = Logger::DEBUG
+  #   end
+  def self.configure
+    yield configuration if block_given?
+    configuration
+  end
+
+  # Resets the global configuration to default values.
+  #
+  # Creates a new {Configuration} instance with all defaults restored.
+  # Useful for testing or resetting state.
+  #
+  # @return [Configuration] The new default configuration instance
+  #
+  # @example
+  #   ActiveAgent.reset_configuration!
+  def self.reset_configuration!
+    @configuration = Configuration.new
+  end
+
+  # Loads and sets the global configuration from a YAML file.
+  #
+  # Reads configuration from the specified file and sets it as the
+  # global configuration instance. This is an alternative to using
+  # {.configure} with a block and is the recommended approach for
+  # managing provider-specific settings.
+  #
+  # The YAML file supports ERB templating, environment-specific sections,
+  # and YAML anchors for reusing common configuration blocks across providers.
+  #
+  # @param filename [String] Path to the YAML configuration file
+  # @return [Configuration] The loaded configuration instance
+  #
+  # @example Basic usage in Rails initializer
+  #   # config/initializers/activeagent.rb
+  #   ActiveAgent.configuration_load(Rails.root.join("config/activeagent.yml"))
+  #
+  # @example Complete workflow
+  #   # 1. Create config/activeagent.yml with provider settings
+  #   # 2. Load in initializer:
+  #   ActiveAgent.configuration_load("config/activeagent.yml")
+  #
+  #   # 3. Use in your agents:
+  #   class MyAgent < ActiveAgent::Base
+  #     generate_with :openai  # Automatically uses config from YAML
+  #   end
+  #
+  # @example Accessing loaded provider configuration
+  #   ActiveAgent.configuration[:openai]
+  #   # => { "service" => "OpenAI", "model" => "gpt-4o-mini", "temperature" => 0.7, ... }
+  #
+  # @note This method is typically called once during application initialization.
+  #   Store API keys in Rails credentials rather than directly in the YAML file.
+  #
+  # @see Configuration.load
+  # @see .configure
+  def self.configuration_load(filename)
+    @configuration = Configuration.load(filename)
+  end
 end
diff --git a/lib/active_agent/generation.rb b/lib/active_agent/generation.rb
index c84ad7f2..6d02c2e4 100644
--- a/lib/active_agent/generation.rb
+++ b/lib/active_agent/generation.rb
@@ -1,90 +1,185 @@
-# lib/active_agent/generation.rb
-require "delegate"
+# frozen_string_literal: true
+
+require "active_agent/providers/common/messages/_types"
 
 module ActiveAgent
-  class Generation < Delegator
-    def initialize(agent_class, action, *args)
-      @agent_class, @action, @args = agent_class, action, args
-      @processed_agent = nil
-      @context = nil
+  # Deferred agent action ready for synchronous or asynchronous execution.
+  #
+  # Returned when calling agent actions. Provides methods to execute immediately
+  # or queue for background processing, plus access to prompt properties before execution.
+  #
+  # @example Synchronous generation
+  #   generation = MyAgent.with(message: "Hello").greet
+  #   response = generation.prompt_now
+  #
+  # @example Asynchronous generation
+  #   MyAgent.with(message: "Hello").greet.prompt_later(queue: :prompts)
+  #
+  # @example Accessing prompt properties before generation
+  #   generation = MyAgent.prompt(message: "Hello")
+  #   generation.message.content  # => "Hello"
+  #   generation.messages         # => [...]
+  class Generation
+    attr_internal :agent_class, :action_name, :args, :kwargs
+
+    # @param agent_class [Class]
+    # @param action_name [Symbol]
+    # @param args [Array]
+    # @param kwargs [Hash]
+    def initialize(agent_class, action_name, *args, **kwargs)
+      self.agent_class, self.action_name, self.args, self.kwargs = agent_class, action_name, args, kwargs
     end
-    ruby2_keywords(:initialize)
 
-    def __getobj__
-      @context ||= processed_agent.context
+    # @return [Boolean]
+    def processed?
+      !!@agent
     end
 
-    def __setobj__(context)
-      @context = context
+    # Accesses prompt options by processing the agent if needed.
+    #
+    # Lazily processes the agent on first access, allowing inspection of
+    # prompt properties before executing generation.
+    #
+    # @return [Hash] with :messages, :actions, and configuration keys
+    def prompt_options
+      agent.prompt_options
     end
 
-    def context
-      __getobj__
+    # @return [Hash] configuration options excluding messages and actions
+    def options
+      prompt_options.except(:messages, :actions)
     end
 
-    def processed?
-      @processed_agent || @context
+    def instructions
+      agent.prompt_view_instructions(prompt_options[:instructions])
     end
 
-    def generate_later!(options = {})
-      enqueue_generation :generate_now!, options
+    # @return [Array]
+    def messages
+      prompt_options[:messages] || []
     end
 
-    def generate_later(options = {})
-      enqueue_generation :generate_now, options
+    # Returns the last message with consistent `.content` access.
+    #
+    # Wraps various message formats (String, Hash, objects) using the common
+    # MessageType for uniform access patterns.
+    #
+    # @return [ActiveAgent::Providers::Common::Messages::Base, nil]
+    def message
+      last_message = messages.last
+      return nil unless last_message
+
+      message_type.cast(last_message)
     end
 
-    def generate_now!
-      processed_agent.handle_exceptions do
-        processed_agent.run_callbacks(:generation) do
-          processed_agent.perform_generation!
+    # @return [Array]
+    def actions
+      prompt_options[:actions] || []
+    end
+
+    # Executes prompt generation synchronously with immediate processing.
+    #
+    # @return [ActiveAgent::Providers::Response]
+    def prompt_now!
+      agent.handle_exceptions do
+        agent.run_callbacks(:prompting) do
+          agent.process_prompt!
         end
       end
     end
+    alias generate_now! prompt_now!
 
-    def generate_now
-      processed_agent.handle_exceptions do
-        processed_agent.run_callbacks(:generation) do
-          processed_agent.perform_generation
+    # Executes prompt generation synchronously.
+    #
+    # @return [ActiveAgent::Providers::Response]
+    def prompt_now
+      agent.handle_exceptions do
+        agent.run_callbacks(:prompting) do
+          agent.process_prompt
         end
       end
     end
+    alias generate_now prompt_now
+
+    # Queues for background execution.
+    #
+    # @param options [Hash] job options (queue, priority, wait, etc.)
+    # @return [Object] enqueued job instance
+    # @raise [RuntimeError] if agent was accessed before queueing
+    def prompt_later(options = {})
+      enqueue_generation :prompt_now, options
+    end
+    alias generate_later prompt_later
 
+    # Executes embedding generation synchronously.
+    #
+    # @return [ActiveAgent::Providers::Response] embedding response with vector data
     def embed_now
-      processed_agent.handle_exceptions do
-        processed_agent.run_callbacks(:embedding) do
-          processed_agent.embed
+      agent.handle_exceptions do
+        agent.run_callbacks(:embedding) do
+          agent.process_embed
         end
       end
     end
 
+    # Queues embedding generation for background execution.
+    #
+    # @param options [Hash] job options (queue, priority, wait, etc.)
+    # @return [Object] enqueued job instance
+    # @raise [RuntimeError] if agent was accessed before queueing
     def embed_later(options = {})
       enqueue_generation :embed_now, options
     end
 
     private
 
-    def processed_agent
-      @processed_agent ||= @agent_class.new.tap do |agent|
-        agent.process(@action, *@args)
+    # Lazily instantiates and processes the agent instance.
+    #
+    # Cached after first call.
+    #
+    # @return [ActiveAgent::Base]
+    # @api private
+    def agent
+      @agent ||= agent_class.new.tap do |agent|
+        agent.params = @params
+        agent.process(action_name, *args, **kwargs)
       end
     end
 
+    # Enqueues for background processing.
+    #
+    # Prevents enqueuing if the agent has been accessed, as local changes
+    # would be lost. Only method arguments are passed to the job, not the
+    # agent instance state.
+    #
+    # @param generation_method [Symbol, String]
+    # @param options [Hash]
+    # @return [Object] enqueued job
+    # @raise [RuntimeError] when agent already processed to prevent data loss
+    # @api private
     def enqueue_generation(generation_method, options = {})
       if processed?
-        ::Kernel.raise "You've accessed the context before asking to " \
+        ::Kernel.raise "You've accessed the agent before asking to " \
           "generate it later, so you may have made local changes that would " \
           "be silently lost if we enqueued a job to generate it. Why? Only " \
           "the agent method *arguments* are passed with the generation job! " \
-          "Do not access the context in any way if you mean to generate it " \
-          "later. Workarounds: 1. don't touch the context before calling " \
-          "#generate_later, 2. only touch the context *within your agent " \
-          "method*, or 3. use a custom Active Job instead of #generate_later."
+          "Do not access the agent in any way if you mean to generate it " \
+          "later. Workarounds: 1. don't touch the agent before calling " \
+          "#prompt_later, 2. only touch the agent *within your agent " \
+          "method*, or 3. use a custom Active Job instead of #prompt_later."
       else
-        @agent_class.generation_job.set(options).perform_later(
-          @agent_class.name, @action.to_s, generation_method.to_s, args: @args
+        agent_class.generation_job.set(options).perform_later(
+          agent_class.name, action_name.to_s, generation_method.to_s, args: args, kwargs: kwargs
         )
       end
     end
+
+    # Lazy-loaded message type instance for casting messages.
+    #
+    # @return [ActiveAgent::Providers::Common::Messages::Types::MessageType]
+    # @api private
+    def message_type
+      @message_type ||= ActiveAgent::Providers::Common::Messages::Types::MessageType.new
+    end
   end
 end
diff --git a/lib/active_agent/generation_provider.rb b/lib/active_agent/generation_provider.rb
deleted file mode 100644
index ebaf832a..00000000
--- a/lib/active_agent/generation_provider.rb
+++ /dev/null
@@ -1,67 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    extend ActiveSupport::Concern
-
-    included do
-      class_attribute :_generation_provider_name, instance_accessor: false, instance_predicate: false
-      class_attribute :_generation_provider, instance_accessor: false, instance_predicate: false
-
-      delegate :generation_provider, to: :class
-    end
-
-    module ClassMethods
-      def configuration(name_or_provider, **options)
-        config = ActiveAgent.config[name_or_provider.to_s] || ActiveAgent.config.dig(ENV["RAILS_ENV"], name_or_provider.to_s) || {}
-        config = { "service" => "OpenAI" } if config.empty? && name_or_provider == :openai
-        config.merge!(options)
-      raise "Failed to load provider #{name_or_provider}: configuration not found for provider"  if config["service"].nil?
-        configure_provider(config)
-      rescue LoadError => e
-        raise RuntimeError, "Failed to load provider #{name_or_provider}: #{e.message}"
-      end
-
-      def configure_provider(config)
-        service_name = config["service"]
-        require "active_agent/generation_provider/#{service_name.underscore}_provider"
-
-        ActiveAgent::GenerationProvider.const_get("#{service_name.camelize}Provider").new(config)
-      end
-
-      def generation_provider
-        self.generation_provider = :openai if _generation_provider.nil?
-        _generation_provider
-      end
-
-      def generation_provider_name
-        self.generation_provider = :openai if _generation_provider_name.nil?
-        _generation_provider_name
-      end
-
-      def generation_provider=(name_or_provider)
-        case name_or_provider
-        when Symbol, String
-          provider = configuration(name_or_provider)
-          assign_provider(name_or_provider.to_s, provider)
-        when OpenAI::Client
-          name = :openai
-          assign_provider(name, name_or_provider)
-        else
-          raise ArgumentError
-        end
-      end
-
-      private
-
-      def assign_provider(provider_name, generation_provider)
-        self._generation_provider_name = provider_name
-        self._generation_provider = generation_provider
-      end
-    end
-
-    def generation_provider
-      self.class.generation_provider
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/anthropic_provider.rb b/lib/active_agent/generation_provider/anthropic_provider.rb
deleted file mode 100644
index 3f1f02d3..00000000
--- a/lib/active_agent/generation_provider/anthropic_provider.rb
+++ /dev/null
@@ -1,163 +0,0 @@
-# lib/active_agent/generation_provider/anthropic_provider.rb
-
-begin
-  gem "ruby-anthropic", "~> 0.4.2"
-  require "anthropic"
-rescue LoadError
-  raise LoadError, "The 'ruby-anthropic ~> 0.4.2' gem is required for AnthropicProvider. Please add it to your Gemfile and run `bundle install`."
-end
-
-require "active_agent/action_prompt/action"
-require_relative "base"
-require_relative "response"
-require_relative "stream_processing"
-require_relative "message_formatting"
-require_relative "tool_management"
-
-module ActiveAgent
-  module GenerationProvider
-    class AnthropicProvider < Base
-      include StreamProcessing
-      include MessageFormatting
-      include ToolManagement
-      def initialize(config)
-        super
-        @access_token ||= config["api_key"] || config["access_token"] || Anthropic.configuration.access_token || ENV["ANTHROPIC_ACCESS_TOKEN"]
-        @extra_headers = config["extra_headers"] || {}
-        @client = Anthropic::Client.new(access_token: @access_token, extra_headers: @extra_headers)
-      end
-
-      def generate(prompt)
-        @prompt = prompt
-
-        with_error_handling do
-          chat_prompt(parameters: prompt_parameters)
-        end
-      end
-
-      def chat_prompt(parameters: prompt_parameters)
-        if prompt.options[:stream] || config["stream"]
-          parameters[:stream] = provider_stream
-          @streaming_request_params = parameters
-        end
-
-        chat_response(@client.messages(parameters: parameters), parameters)
-      end
-
-      protected
-
-      # Override from StreamProcessing module for Anthropic-specific streaming
-      def process_stream_chunk(chunk, message, agent_stream)
-        if new_content = chunk.dig(:delta, :text)
-          message.content += new_content
-          agent_stream&.call(message, new_content, false, prompt.action_name)
-        end
-
-        if chunk[:type] == "message_stop"
-          finalize_stream(message, agent_stream)
-        end
-      end
-
-      # Override from ParameterBuilder to handle Anthropic-specific requirements
-      def build_provider_parameters
-        # Anthropic requires system message separately and no system role in messages
-        filtered_messages = @prompt.messages.reject { |m| m.role == :system }
-        system_message = @prompt.messages.find { |m| m.role == :system }
-
-        params = {
-          system: system_message&.content || @prompt.options[:instructions]
-        }
-
-        # Override messages to use filtered version
-        @filtered_messages = filtered_messages
-
-        params
-      end
-
-      def build_base_parameters
-        super.tap do |params|
-          # Use filtered messages if available (set by build_provider_parameters)
-          params[:messages] = provider_messages(@filtered_messages || @prompt.messages)
-          # Anthropic requires max_tokens
-          params[:max_tokens] ||= 4096
-        end
-      end
-
-      # Override from ToolManagement for Anthropic-specific tool format
-      def format_single_tool(tool)
-        {
-          name: tool["name"] || tool.dig("function", "name") || tool[:name] || tool.dig(:function, :name),
-          description: tool["description"] || tool.dig("function", "description") || tool[:description] || tool.dig(:function, :description),
-          input_schema: tool["parameters"] || tool.dig("function", "parameters") || tool[:parameters] || tool.dig(:function, :parameters)
-        }
-      end
-
-      # Override from MessageFormatting for Anthropic-specific message format
-      def format_content(message)
-        # Anthropic requires content as an array
-        if message.content_type == "image_url"
-          [ format_image_content(message).first ]
-        else
-          [ { type: "text", text: message.content } ]
-        end
-      end
-
-      def format_image_content(message)
-        [ {
-          type: "image",
-          source: {
-            type: "url",
-            url: message.content
-          }
-        } ]
-      end
-
-      # Override from MessageFormatting for Anthropic role mapping
-      def convert_role(role)
-        case role.to_s
-        when "system" then "system"
-        when "user" then "user"
-        when "assistant" then "assistant"
-        when "tool", "function" then "assistant"
-        else "user"
-        end
-      end
-
-      def chat_response(response, request_params = nil)
-        return @response if prompt.options[:stream]
-
-        content = response["content"].first["text"]
-
-        message = ActiveAgent::ActionPrompt::Message.new(
-          content: content,
-          content_type: prompt.output_schema.present? ? "application/json" : "text/plain",
-          role: "assistant",
-          action_requested: response["stop_reason"] == "tool_use",
-          requested_actions: handle_actions(response["content"].map { |c| c if c["type"] == "tool_use" }.reject { |m| m.blank? }.to_a),
-        )
-
-        update_context(prompt: prompt, message: message, response: response)
-
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response,
-          raw_request: request_params
-        )
-      end
-
-      # Override from ToolManagement for Anthropic-specific tool parsing
-      def parse_tool_call(tool_use)
-        return nil unless tool_use
-
-        ActiveAgent::ActionPrompt::Action.new(
-          id: tool_use[:id],
-          name: tool_use[:name],
-          params: tool_use[:input]
-        )
-      end
-
-      private
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/base.rb b/lib/active_agent/generation_provider/base.rb
deleted file mode 100644
index 68ad99cb..00000000
--- a/lib/active_agent/generation_provider/base.rb
+++ /dev/null
@@ -1,55 +0,0 @@
-# lib/active_agent/generation_provider/base.rb
-
-require_relative "error_handling"
-require_relative "parameter_builder"
-
-module ActiveAgent
-  module GenerationProvider
-    class Base
-      include ErrorHandling
-      include ParameterBuilder
-
-      class GenerationProviderError < StandardError; end
-
-      attr_reader :client, :config, :prompt, :response, :access_token, :model_name
-
-      def initialize(config)
-        @config = config
-        @prompt = nil
-        @response = nil
-        @model_name = config["model"] if config
-      end
-
-      def generate(prompt)
-        raise NotImplementedError, "Subclasses must implement the 'generate' method"
-      end
-
-      def embed(prompt)
-        # Optional embedding support - override in providers that support it
-        raise NotImplementedError, "#{self.class.name} does not support embeddings"
-      end
-
-      private
-
-      def handle_response(response)
-        @response = ActiveAgent::GenerationProvider::Response.new(message:, raw_response: response)
-        raise NotImplementedError, "Subclasses must implement the 'handle_response' method"
-      end
-
-      def update_context(prompt:, message:, response:)
-        prompt.message = message
-        prompt.messages << message
-      end
-
-      protected
-
-      # This method is now provided by ParameterBuilder module
-      # but can still be overridden if needed
-      def build_provider_parameters
-        # Base implementation returns empty hash
-        # Providers override this to add their specific parameters
-        {}
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/base_adapter.rb b/lib/active_agent/generation_provider/base_adapter.rb
deleted file mode 100644
index 544d8ad5..00000000
--- a/lib/active_agent/generation_provider/base_adapter.rb
+++ /dev/null
@@ -1,19 +0,0 @@
-module ActiveAgent
-  module GenerationProvider
-    class BaseAdapter
-      attr_reader :prompt
-
-      def initialize(prompt)
-        @prompt = prompt
-      end
-
-      def input
-        raise NotImplementedError, "Subclasses must implement the 'input' method"
-      end
-
-      def response
-        raise NotImplementedError, "Subclasses must implement the 'response' method"
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/error_handling.rb b/lib/active_agent/generation_provider/error_handling.rb
deleted file mode 100644
index 4d908fff..00000000
--- a/lib/active_agent/generation_provider/error_handling.rb
+++ /dev/null
@@ -1,167 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    module ErrorHandling
-      extend ActiveSupport::Concern
-      include ActiveSupport::Rescuable
-
-      included do
-        class_attribute :retry_on_errors, default: []
-        class_attribute :max_retries, default: 3
-        class_attribute :verbose_errors_enabled, default: false
-
-        # Use rescue_from for provider-specific error handling
-        rescue_from StandardError, with: :handle_generation_error
-      end
-
-      def with_error_handling
-        retries = 0
-        begin
-          yield
-        rescue => e
-          if should_retry?(e) && retries < max_retries
-            retries += 1
-            log_retry(e, retries) if verbose_errors?
-            sleep(retry_delay(retries))
-            retry
-          else
-            # Use rescue_with_handler from Rescuable
-            rescue_with_handler(e) || raise
-          end
-        end
-      end
-
-      protected
-
-      def should_retry?(error)
-        return false if retry_on_errors.empty?
-        retry_on_errors.any? { |klass| error.is_a?(klass) }
-      end
-
-      def retry_delay(attempt)
-        # Exponential backoff: 1s, 2s, 4s...
-        2 ** (attempt - 1)
-      end
-
-      def handle_generation_error(error)
-        error_message = format_error_message(error)
-        # Create new error with original backtrace preserved
-        new_error = ActiveAgent::GenerationProvider::Base::GenerationProviderError.new(error_message)
-        new_error.set_backtrace(error.backtrace) if error.respond_to?(:backtrace)
-
-        # Log detailed error if verbose mode is enabled
-        log_error_details(error) if verbose_errors?
-
-        # Instrument the error for LogSubscriber
-        instrument_error(error, new_error)
-
-        raise new_error
-      end
-
-      def format_error_message(error)
-        message = if error.respond_to?(:response) && error.response
-          error.response[:body]
-        elsif error.respond_to?(:message)
-          error.message
-        elsif error.respond_to?(:to_s)
-          error.to_s
-        else
-          "An unknown error occurred: #{error.class.name}"
-        end
-
-        # Include error class in verbose mode
-        if verbose_errors?
-          "[#{error.class.name}] #{message}"
-        else
-          message
-        end
-      end
-
-      def verbose_errors?
-        # Check multiple sources for verbose setting (in priority order)
-        # 1. Instance config (highest priority)
-        return true if @config&.dig("verbose_errors")
-
-        # 2. Class-level setting
-        return true if self.class.verbose_errors_enabled
-
-        # 3. ActiveAgent global configuration
-        if defined?(ActiveAgent) && ActiveAgent.respond_to?(:configuration)
-          return true if ActiveAgent.configuration.verbose_generation_errors?
-        end
-
-        # 4. Environment variable (lowest priority)
-        ENV["ACTIVE_AGENT_VERBOSE_ERRORS"] == "true"
-      end
-
-      def log_error_details(error)
-        logger = find_logger
-        return unless logger
-
-        logger.error "[ActiveAgent::GenerationProvider] Error: #{error.class.name}: #{error.message}"
-        if logger.respond_to?(:debug) && error.respond_to?(:backtrace)
-          logger.debug "Backtrace:\n  #{error.backtrace&.first(10)&.join("\n  ")}"
-        end
-      end
-
-      def log_retry(error, attempt)
-        logger = find_logger
-        return unless logger
-
-        message = "[ActiveAgent::GenerationProvider] Retry attempt #{attempt}/#{max_retries} after #{error.class.name}"
-        logger.info message
-      end
-
-      def find_logger
-        # Try multiple logger sources (in priority order)
-        # 1. Instance config
-        return @config["logger"] if @config&.dig("logger")
-
-        # 2. ActiveAgent configuration logger
-        if defined?(ActiveAgent) && ActiveAgent.respond_to?(:configuration)
-          config_logger = ActiveAgent.configuration.generation_provider_logger
-          return config_logger if config_logger
-        end
-
-        # 3. Rails logger
-        return Rails.logger if defined?(Rails) && Rails.logger
-
-        # 4. ActiveAgent::Base logger
-        return ActiveAgent::Base.logger if defined?(ActiveAgent::Base) && ActiveAgent::Base.respond_to?(:logger)
-
-        nil
-      end
-
-      def instrument_error(original_error, wrapped_error)
-        if defined?(ActiveSupport::Notifications)
-          ActiveSupport::Notifications.instrument("error.active_agent", {
-            error_class: original_error.class.name,
-            error_message: original_error.message,
-            wrapped_error: wrapped_error,
-            provider: self.class.name
-          })
-        end
-      end
-
-      module ClassMethods
-        def retry_on(*errors, max_attempts: 3, **options)
-          self.retry_on_errors = errors
-          self.max_retries = max_attempts
-
-          # Also register with rescue_from for more complex handling
-          errors.each do |error_class|
-            rescue_from error_class do |error|
-              # This will be caught by with_error_handling for retry logic
-              raise error
-            end
-          end
-        end
-
-        def enable_verbose_errors!
-          self.verbose_errors_enabled = true
-        end
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/log_subscriber.rb b/lib/active_agent/generation_provider/log_subscriber.rb
deleted file mode 100644
index f4155c46..00000000
--- a/lib/active_agent/generation_provider/log_subscriber.rb
+++ /dev/null
@@ -1,92 +0,0 @@
-# frozen_string_literal: true
-
-require "active_support/log_subscriber"
-
-module ActiveAgent
-  module GenerationProvider
-    # = Generation Provider \\LogSubscriber
-    #
-    # Implements the ActiveSupport::LogSubscriber for logging notifications when
-    # generation providers make API calls and handle responses.
-    class LogSubscriber < ActiveSupport::LogSubscriber
-      # A generation request was made
-      def generate(event)
-        info do
-          provider = event.payload[:provider]
-          model = event.payload[:model]
-
-          if exception = event.payload[:exception_object]
-            "Failed generation with #{provider} model=#{model} error_class=#{exception.class} error_message=#{exception.message.inspect}"
-          else
-            "Generated response with #{provider} model=#{model} (#{event.duration.round(1)}ms)"
-          end
-        end
-
-        debug { event.payload[:prompt] } if event.payload[:prompt]
-      end
-      subscribe_log_level :generate, :debug
-
-      # Streaming chunk received
-      def stream_chunk(event)
-        debug do
-          provider = event.payload[:provider]
-          chunk_size = event.payload[:chunk_size]
-          "#{provider}: received stream chunk (#{chunk_size} bytes)"
-        end
-      end
-      subscribe_log_level :stream_chunk, :debug
-
-      # Tool/function call executed
-      def tool_call(event)
-        info do
-          tool_name = event.payload[:tool_name]
-          tool_id = event.payload[:tool_id]
-
-          if exception = event.payload[:exception_object]
-            "Failed tool call #{tool_name} id=#{tool_id} error=#{exception.class}"
-          else
-            "Executed tool call #{tool_name} id=#{tool_id} (#{event.duration.round(1)}ms)"
-          end
-        end
-      end
-      subscribe_log_level :tool_call, :debug
-
-      # Retry attempt
-      def retry(event)
-        warn do
-          provider = event.payload[:provider]
-          attempt = event.payload[:attempt]
-          max_attempts = event.payload[:max_attempts]
-          error_class = event.payload[:error_class]
-
-          "#{provider}: Retry attempt #{attempt}/#{max_attempts} after #{error_class}"
-        end
-      end
-      subscribe_log_level :retry, :warn
-
-      # Error occurred
-      def error(event)
-        error do
-          provider = event.payload[:provider]
-          error_class = event.payload[:error_class]
-          error_message = event.payload[:error_message]
-
-          "#{provider}: Error #{error_class} - #{error_message}"
-        end
-      end
-      subscribe_log_level :error, :error
-
-      # Use the logger configured for ActiveAgent::Base if available
-      def logger
-        if defined?(ActiveAgent::Base) && ActiveAgent::Base.respond_to?(:logger)
-          ActiveAgent::Base.logger
-        else
-          super
-        end
-      end
-    end
-  end
-end
-
-# Attach to active_agent.generation_provider namespace
-ActiveAgent::GenerationProvider::LogSubscriber.attach_to :"active_agent.generation_provider"
diff --git a/lib/active_agent/generation_provider/message_formatting.rb b/lib/active_agent/generation_provider/message_formatting.rb
deleted file mode 100644
index d37c496b..00000000
--- a/lib/active_agent/generation_provider/message_formatting.rb
+++ /dev/null
@@ -1,107 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    module MessageFormatting
-      extend ActiveSupport::Concern
-
-      def provider_messages(messages)
-        messages.map do |message|
-          format_message(message)
-        end
-      end
-
-      protected
-
-      def format_message(message)
-        base_message = {
-          role: convert_role(message.role),
-          content: format_content(message)
-        }
-
-        add_tool_fields(base_message, message)
-        add_metadata_fields(base_message, message)
-
-        base_message.compact
-      end
-
-      def convert_role(role)
-        # Default role conversion - override in provider for specific mappings
-        role.to_s
-      end
-
-      def format_content(message)
-        # Handle multimodal content
-        case message.content_type
-        when "image_url"
-          format_image_content(message)
-        when "multipart/mixed", "array"
-          format_multimodal_content(message)
-        else
-          message.content
-        end
-      end
-
-      def format_image_content(message)
-        # Default implementation - override in provider
-        message.content
-      end
-
-      def format_multimodal_content(message)
-        # Default implementation for multimodal content
-        if message.content.is_a?(Array)
-          message.content.map do |item|
-            format_content_item(item)
-          end
-        else
-          message.content
-        end
-      end
-
-      def format_content_item(item)
-        # Format individual content items in multimodal messages
-        # Override in provider for specific formatting
-        item
-      end
-
-      def add_tool_fields(base_message, message)
-        # Add tool-specific fields based on role
-        case message.role.to_s
-        when "assistant"
-          if message.action_requested && message.requested_actions.any?
-            base_message[:tool_calls] = format_tool_calls(message.requested_actions)
-          elsif message.raw_actions.present? && message.raw_actions.is_a?(Array)
-            base_message[:tool_calls] = message.raw_actions
-          end
-        when "tool"
-          base_message[:tool_call_id] = message.action_id if message.action_id
-          base_message[:name] = message.action_name if message.action_name
-        end
-      end
-
-      def add_metadata_fields(base_message, message)
-        # Override to add provider-specific metadata
-        # For example: message IDs, timestamps, etc.
-      end
-
-      def format_tool_calls(actions)
-        # Default implementation - override in provider for specific format
-        actions.map do |action|
-          format_single_tool_call(action)
-        end
-      end
-
-      def format_single_tool_call(action)
-        # Default tool call format (OpenAI style)
-        {
-          id: action.id,
-          type: "function",
-          function: {
-            name: action.name,
-            arguments: action.params.is_a?(String) ? action.params : action.params.to_json
-          }
-        }
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/ollama_provider.rb b/lib/active_agent/generation_provider/ollama_provider.rb
deleted file mode 100644
index 9335703b..00000000
--- a/lib/active_agent/generation_provider/ollama_provider.rb
+++ /dev/null
@@ -1,65 +0,0 @@
-require "openai"
-require_relative "open_ai_provider"
-
-module ActiveAgent
-  module GenerationProvider
-    class OllamaProvider < OpenAIProvider
-      def initialize(config)
-        @config = config
-        @access_token ||= config["api_key"] || config["access_token"] || ENV["OLLAMA_API_KEY"] || ENV["OLLAMA_ACCESS_TOKEN"]
-        @model_name = config["model"]
-        @host = config["host"] || "http://localhost:11434"
-        @api_version = config["api_version"] || "v1"
-        @client = OpenAI::Client.new(uri_base: @host, access_token: @access_token, log_errors: Rails.env.development?, api_version: @api_version)
-      end
-
-      protected
-
-      def format_error_message(error)
-        # Check for various connection-related errors
-        connection_errors = [
-          Errno::ECONNREFUSED,
-          Errno::EADDRNOTAVAIL,
-          Errno::EHOSTUNREACH,
-          Net::OpenTimeout,
-          Net::ReadTimeout,
-          SocketError,
-          Faraday::ConnectionFailed
-        ]
-
-        if connection_errors.any? { |klass| error.is_a?(klass) } ||
-            (error.message&.include?("Failed to open TCP connection") ||
-             error.message&.include?("Connection refused"))
-          "Unable to connect to Ollama at #{@host}. Please ensure Ollama is running on the configured host and port.\n" \
-          "You can start Ollama with: `ollama serve`\n" \
-          "Or update your configuration to point to the correct host."
-        else
-          super
-        end
-      end
-
-      def embeddings_parameters(input: prompt.message.content, model: "nomic-embed-text")
-        {
-          model: @config["embedding_model"] || model,
-          input: input
-        }
-      end
-
-      def embeddings_response(response, request_params = nil)
-        # Ollama can return either format:
-        # 1. OpenAI-compatible: { "data": [{ "embedding": [...] }] }
-        # 2. Native Ollama: { "embedding": [...] }
-        embedding = response.dig("data", 0, "embedding") || response.dig("embedding")
-
-        message = ActiveAgent::ActionPrompt::Message.new(content: embedding, role: "assistant")
-
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response,
-          raw_request: request_params
-        )
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/open_ai_provider.rb b/lib/active_agent/generation_provider/open_ai_provider.rb
deleted file mode 100644
index 99dc1370..00000000
--- a/lib/active_agent/generation_provider/open_ai_provider.rb
+++ /dev/null
@@ -1,277 +0,0 @@
-begin
-  gem "ruby-openai", ">= 8.1.0"
-  require "openai"
-rescue LoadError
-  raise LoadError, "The 'ruby-openai >= 8.1.0' gem is required for OpenAIProvider. Please add it to your Gemfile and run `bundle install`."
-end
-
-require "active_agent/action_prompt/action"
-require_relative "base"
-require_relative "response"
-require_relative "responses_adapter"
-require_relative "stream_processing"
-require_relative "message_formatting"
-require_relative "tool_management"
-
-module ActiveAgent
-  module GenerationProvider
-    class OpenAIProvider < Base
-      include StreamProcessing
-      include MessageFormatting
-      include ToolManagement
-      def initialize(config)
-        super
-        @host = config["host"] || nil
-        @access_token ||= config["api_key"] || config["access_token"] || OpenAI.configuration.access_token || ENV["OPENAI_ACCESS_TOKEN"]
-        @organization_id = config["organization_id"] || OpenAI.configuration.organization_id || ENV["OPENAI_ORGANIZATION_ID"]
-        @admin_token = config["admin_token"] || OpenAI.configuration.admin_token || ENV["OPENAI_ADMIN_TOKEN"]
-        @client = OpenAI::Client.new(
-          access_token: @access_token,
-          uri_base: @host,
-          organization_id: @organization_id,
-          admin_token: @admin_token,
-          log_errors: Rails.env.development?
-        )
-
-        @model_name = config["model"] || "gpt-4o-mini"
-      end
-
-      def generate(prompt)
-        @prompt = prompt
-
-        with_error_handling do
-          if @prompt.multimodal? || @prompt.content_type == "multipart/mixed"
-            responses_prompt(parameters: responses_parameters)
-          else
-            chat_prompt(parameters: prompt_parameters)
-          end
-        end
-      end
-
-      def embed(prompt)
-        @prompt = prompt
-
-        with_error_handling do
-          embeddings_prompt(parameters: embeddings_parameters)
-        end
-      end
-
-      protected
-
-      # Override from StreamProcessing module
-      def process_stream_chunk(chunk, message, agent_stream)
-        new_content = chunk.dig("choices", 0, "delta", "content")
-        if new_content && !new_content.blank?
-          message.generation_id = chunk.dig("id")
-          message.content += new_content
-          # Call agent_stream directly without the block to avoid double execution
-          agent_stream&.call(message, new_content, false, prompt.action_name)
-        elsif chunk.dig("choices", 0, "delta", "tool_calls") && chunk.dig("choices", 0, "delta", "role")
-          message = handle_message(chunk.dig("choices", 0, "delta"))
-          prompt.messages << message
-          @response = ActiveAgent::GenerationProvider::Response.new(
-            prompt:,
-            message:,
-            raw_response: chunk,
-            raw_request: @streaming_request_params
-          )
-        end
-
-        if chunk.dig("choices", 0, "finish_reason")
-          finalize_stream(message, agent_stream)
-        end
-      end
-
-      # Override from MessageFormatting module to handle OpenAI image format
-      def format_image_content(message)
-        [ {
-          type: "image_url",
-          image_url: { url: message.content }
-        } ]
-      end
-
-      private
-
-      # Override from ParameterBuilder to add web_search_options for Chat API
-      def build_provider_parameters
-        params = {}
-
-        # Check if we're using a model that supports web_search_options in Chat API
-        if chat_api_web_search_model? && @prompt.options[:web_search]
-          params[:web_search_options] = build_web_search_options(@prompt.options[:web_search])
-        end
-
-        params
-      end
-
-      def chat_api_web_search_model?
-        model = @prompt.options[:model] || @model_name
-        [ "gpt-4o-search-preview", "gpt-4o-mini-search-preview" ].include?(model)
-      end
-
-      def build_web_search_options(web_search_config)
-        options = {}
-
-        if web_search_config.is_a?(Hash)
-          options[:search_context_size] = web_search_config[:search_context_size] if web_search_config[:search_context_size]
-
-          if web_search_config[:user_location]
-            options[:user_location] = {
-              type: "approximate",
-              approximate: web_search_config[:user_location]
-            }
-          end
-        end
-
-        options
-      end
-
-      def chat_response(response, request_params = nil)
-        return @response if prompt.options[:stream]
-        message_json = response.dig("choices", 0, "message")
-        message_json["id"] = response.dig("id") if message_json["id"].blank?
-        message = handle_message(message_json)
-
-        update_context(prompt: prompt, message: message, response: response)
-
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response,
-          raw_request: request_params
-        )
-      end
-
-      def responses_response(response, request_params = nil)
-        message_json = response["output"].find { |output_item| output_item["type"] == "message" }
-        message_json["id"] = response.dig("id") if message_json["id"].blank?
-
-        message = ActiveAgent::ActionPrompt::Message.new(
-          generate_id: message_json["id"],
-          content: message_json["content"].first["text"],
-          role: message_json["role"].intern,
-          action_requested: message_json["finish_reason"] == "tool_calls",
-          raw_actions: message_json["tool_calls"] || [],
-          content_type: prompt.output_schema.present? ? "application/json" : "text/plain"
-        )
-
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response,
-          raw_request: request_params
-        )
-      end
-
-      def handle_message(message_json)
-        ActiveAgent::ActionPrompt::Message.new(
-          generation_id: message_json["id"],
-          content: message_json["content"],
-          role: message_json["role"].intern,
-          action_requested: message_json["finish_reason"] == "tool_calls",
-          raw_actions: message_json["tool_calls"] || [],
-          requested_actions: handle_actions(message_json["tool_calls"]),
-          content_type: prompt.output_schema.present? ? "application/json" : "text/plain"
-        )
-      end
-
-      # handle_actions is now provided by ToolManagement module
-
-      def chat_prompt(parameters: prompt_parameters)
-        if prompt.options[:stream] || config["stream"]
-          parameters[:stream] = provider_stream
-          @streaming_request_params = parameters
-        end
-        chat_response(@client.chat(parameters: parameters), parameters)
-      end
-
-      def responses_prompt(parameters: responses_parameters)
-        # parameters[:stream] = provider_stream if prompt.options[:stream] || config["stream"]
-        responses_response(@client.responses.create(parameters: parameters), parameters)
-      end
-
-      def responses_parameters(model: @prompt.options[:model] || @model_name, messages: @prompt.messages, temperature: @prompt.options[:temperature] || @config["temperature"] || 0.7, tools: @prompt.actions, structured_output: @prompt.output_schema)
-        # Build tools array, combining action tools with built-in tools
-        tools_array = build_tools_for_responses(tools)
-
-        {
-          model: model,
-          input: ActiveAgent::GenerationProvider::ResponsesAdapter.new(@prompt).input,
-          tools: tools_array.presence,
-          text: structured_output
-        }.compact
-      end
-
-      def build_tools_for_responses(action_tools)
-        tools = []
-
-        # Start with action tools (user-defined functions) if any
-        tools.concat(action_tools) if action_tools.present?
-
-        # Add built-in tools if specified in options[:tools]
-        if @prompt.options[:tools].present?
-          built_in_tools = @prompt.options[:tools]
-          built_in_tools = [ built_in_tools ] unless built_in_tools.is_a?(Array)
-
-          built_in_tools.each do |tool|
-            next unless tool.is_a?(Hash)
-
-            case tool[:type]
-            when "web_search_preview", "web_search"
-              web_search_tool = { type: "web_search_preview" }
-              web_search_tool[:search_context_size] = tool[:search_context_size] if tool[:search_context_size]
-              web_search_tool[:user_location] = tool[:user_location] if tool[:user_location]
-              tools << web_search_tool
-
-            when "image_generation"
-              image_gen_tool = { type: "image_generation" }
-              image_gen_tool[:size] = tool[:size] if tool[:size]
-              image_gen_tool[:quality] = tool[:quality] if tool[:quality]
-              image_gen_tool[:format] = tool[:format] if tool[:format]
-              image_gen_tool[:compression] = tool[:compression] if tool[:compression]
-              image_gen_tool[:background] = tool[:background] if tool[:background]
-              image_gen_tool[:partial_images] = tool[:partial_images] if tool[:partial_images]
-              tools << image_gen_tool
-
-            when "mcp"
-              mcp_tool = { type: "mcp" }
-              mcp_tool[:server_label] = tool[:server_label] if tool[:server_label]
-              mcp_tool[:server_description] = tool[:server_description] if tool[:server_description]
-              mcp_tool[:server_url] = tool[:server_url] if tool[:server_url]
-              mcp_tool[:connector_id] = tool[:connector_id] if tool[:connector_id]
-              mcp_tool[:authorization] = tool[:authorization] if tool[:authorization]
-              mcp_tool[:require_approval] = tool[:require_approval] if tool[:require_approval]
-              mcp_tool[:allowed_tools] = tool[:allowed_tools] if tool[:allowed_tools]
-              tools << mcp_tool
-            end
-          end
-        end
-
-        tools
-      end
-
-      def embeddings_parameters(input: prompt.message.content, model: "text-embedding-3-large")
-        {
-          model: model,
-          input: input
-        }
-      end
-
-      def embeddings_response(response, request_params = nil)
-        message = ActiveAgent::ActionPrompt::Message.new(content: response.dig("data", 0, "embedding"), role: "assistant")
-
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response,
-          raw_request: request_params
-        )
-      end
-
-      def embeddings_prompt(parameters:)
-        params = embeddings_parameters
-        embeddings_response(@client.embeddings(parameters: params), params)
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/open_router/types.rb b/lib/active_agent/generation_provider/open_router/types.rb
new file mode 100644
index 00000000..dabe9d8d
--- /dev/null
+++ b/lib/active_agent/generation_provider/open_router/types.rb
@@ -0,0 +1,505 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module GenerationProvider
+    module OpenRouter
+      # Base class for OpenRouter request objects with ActiveModel support
+      class ConfigObject
+        include ActiveModel::Model
+        include ActiveModel::Attributes
+        include ActiveModel::Validations
+
+        def self.alias_names = []
+
+        def self.accepts_attributes_for(association_name, klass)
+          attributes = klass.attribute_names | klass.alias_names
+
+          attributes.each do |attribute|
+            define_method(attribute) do
+              public_send(association_name)&.public_send(attribute)
+            end
+
+            define_method("#{attribute}=") do |value|
+              unless public_send(association_name)
+                public_send("#{association_name}=", {})
+              end
+
+              public_send(association_name).public_send("#{attribute}=", value)
+            end
+          end
+        end
+
+        def to_h
+          attributes.compact.transform_values do |value|
+            case value
+            when ConfigObject
+              value.to_h
+            when Array
+              value.map { |v| v.is_a?(ConfigObject) ? v.to_h : v }
+            else
+              value
+            end
+          end
+        end
+
+        alias_method :to_hash, :to_h
+      end
+
+      # Text content part for messages
+      class TextContent < ConfigObject
+        attribute :type, :string, default: "text"
+        attribute :text, :string
+
+        validates :type, inclusion: { in: %w[text] }
+        validates :text, presence: true
+      end
+
+      # Image content part for messages
+      class ImageContentPart < ConfigObject
+        attribute :type, :string, default: "image_url"
+        attribute :image_url, default: -> { {} }
+
+        validates :type, inclusion: { in: %w[image_url] }
+        validates :image_url, presence: true
+
+        def image_url=(value)
+          if value.is_a?(Hash)
+            super({
+              url: value[:url] || value["url"],
+              detail: value[:detail] || value["detail"]
+            }.compact)
+          else
+            super(value)
+          end
+        end
+
+        validate :validate_image_url_structure
+
+        private
+
+        def validate_image_url_structure
+          return if image_url.blank?
+          return unless image_url.is_a?(Hash)
+
+          if image_url[:url].blank? && image_url["url"].blank?
+            errors.add(:image_url, "must contain a url")
+          end
+        end
+      end
+
+      # Message object for chat completions
+      class Message < ConfigObject
+        attribute :role, :string
+        attribute :content # Can be string or array of ContentParts
+        attribute :name, :string
+        attribute :tool_call_id, :string
+
+        validates :role, presence: true, inclusion: { in: %w[user assistant system tool] }
+        validates :content, presence: true
+
+        validate :validate_role_specific_fields
+
+        def content=(value)
+          if value.is_a?(Array)
+            super(value.map do |part|
+              next part if part.is_a?(TextContent) || part.is_a?(ImageContentPart)
+
+              case part
+              when Hash
+                if part[:type] == "text" || part["type"] == "text"
+                  TextContent.new(part)
+                elsif part[:type] == "image_url" || part["type"] == "image_url"
+                  ImageContentPart.new(part)
+                else
+                  part
+                end
+              else
+                part
+              end
+            end)
+          else
+            super(value)
+          end
+        end
+
+        private
+
+        def validate_role_specific_fields
+          if role == "tool"
+            errors.add(:tool_call_id, "is required for tool role") if tool_call_id.blank?
+          elsif role == "user" && content.is_a?(Array)
+            # ContentParts are only valid for user role
+            content.each_with_index do |part, index|
+              next if part.is_a?(String)
+              next if part.is_a?(TextContent) || part.is_a?(ImageContentPart)
+
+              errors.add(:content, "invalid content part at index #{index}")
+            end
+          end
+        end
+      end
+
+      # Function description for tools
+      class FunctionDescription < ConfigObject
+        attribute :name, :string
+        attribute :description, :string
+        attribute :parameters, default: -> { {} } # JSON Schema object
+
+        validates :name, presence: true
+        validates :parameters, presence: true
+
+        validate :validate_parameters_is_object
+
+        private
+
+        def validate_parameters_is_object
+          return if parameters.blank?
+          unless parameters.is_a?(Hash)
+            errors.add(:parameters, "must be a JSON Schema object (Hash)")
+          end
+        end
+      end
+
+      # Tool definition
+      class Tool < ConfigObject
+        attribute :type, :string, default: "function"
+        attribute :function
+
+        validates :type, inclusion: { in: %w[function] }
+        validates :function, presence: true
+
+        def function=(value)
+          if value.is_a?(Hash) && !value.is_a?(FunctionDescription)
+            super(FunctionDescription.new(value))
+          else
+            super(value)
+          end
+        end
+
+        validate :validate_function_object
+
+        private
+
+        def validate_function_object
+          return if function.blank?
+
+          if function.is_a?(FunctionDescription)
+            unless function.valid?
+              function.errors.full_messages.each do |msg|
+                errors.add(:function, msg)
+              end
+            end
+          elsif !function.is_a?(Hash)
+            errors.add(:function, "must be a FunctionDescription or Hash")
+          end
+        end
+      end
+
+      # Tool choice for controlling tool usage
+      class ToolChoice < ConfigObject
+        attribute :type, :string
+        attribute :function, default: -> { {} }
+
+        validates :type, inclusion: { in: %w[function] }, if: -> { type.present? }
+
+        validate :validate_tool_choice_format
+
+        # Allow simple string values like "none" or "auto"
+        def self.from_value(value)
+          case value
+          when String
+            # Return the string directly for "none" or "auto"
+            value
+          when Hash
+            new(value)
+          else
+            value
+          end
+        end
+
+        private
+
+        def validate_tool_choice_format
+          return if type.blank?
+
+          if type == "function"
+            if function.blank? || (function.is_a?(Hash) && function[:name].blank? && function["name"].blank?)
+              errors.add(:function, "must contain a name when type is 'function'")
+            end
+          end
+        end
+      end
+
+      # Provider preferences for routing
+      class ProviderPreferences < ConfigObject
+        attribute :allow_fallbacks, :boolean
+        attribute :require_parameters, :boolean
+        attribute :data_collection, :string
+        attribute :order, default: -> { [] }
+        attribute :ignore, default: -> { [] }
+        attribute :quantizations, default: -> { [] }
+
+        validates :data_collection,
+                  inclusion: { in: %w[allow deny] },
+                  allow_nil: true
+
+        validate :validate_order_and_ignore_arrays
+
+        private
+
+        def validate_order_and_ignore_arrays
+          if order.present? && !order.is_a?(Array)
+            errors.add(:order, "must be an array of provider names")
+          end
+
+          if ignore.present? && !ignore.is_a?(Array)
+            errors.add(:ignore, "must be an array of provider names")
+          end
+
+          if quantizations.present? && !quantizations.is_a?(Array)
+            errors.add(:quantizations, "must be an array")
+          end
+        end
+      end
+
+      # Response format specification
+      class ResponseFormat < ConfigObject
+        attribute :type, :string
+
+        validates :type, inclusion: { in: %w[json_object] }
+      end
+
+      # Prediction for latency optimization
+      class Prediction < ConfigObject
+        attribute :type, :string
+        attribute :content, :string
+
+        validates :type, inclusion: { in: %w[content] }
+        validates :content, presence: true
+      end
+
+      # Extra Headers
+      class Header < ConfigObject
+        attribute :http_referer, :string
+        attribute :x_title, :string
+
+        validates :http_referer, format: { with: URI::DEFAULT_PARSER.make_regexp(%w[http https]), message: "must be a valid URL" }, allow_nil: true
+
+        alias_attribute :site_url, :http_referer
+        alias_attribute :app_name, :x_title
+
+        def self.alias_names
+          [ "site_url", "app_name" ]
+        end
+
+        def to_h
+          {
+            "HTTP-Referer" => http_referer,
+            "X-Title" => x_title
+          }.compact
+        end
+      end
+
+      # Main request object for OpenRouter API
+      class Request < ConfigObject
+        # Required (either messages or prompt)
+        attribute :messages, default: -> { [] }
+        attribute :prompt, :string
+
+        # Model specification
+        attribute :model, :string
+
+        # Response format
+        attribute :response_format
+
+        # Generation parameters
+        attribute :stop # Can be string or array
+        attribute :stream, :boolean, default: false
+        attribute :max_tokens, :integer
+        attribute :temperature, :float
+        attribute :seed, :integer
+        attribute :top_p, :float
+        attribute :top_k, :integer
+        attribute :frequency_penalty, :float
+        attribute :presence_penalty, :float
+        attribute :repetition_penalty, :float
+        attribute :logit_bias, default: -> { {} }
+        attribute :top_logprobs, :integer
+        attribute :min_p, :float
+        attribute :top_a, :float
+
+        # Tool calling
+        attribute :tools, default: -> { [] }
+        attribute :tool_choice
+
+        # Latency optimization
+        attribute :prediction
+
+        # OpenRouter-specific parameters
+        attribute :transforms, default: -> { [] }
+        attribute :models, default: -> { [] } # For fallback routing
+        attribute :route, :string
+        attribute :provider
+        attribute :user, :string
+        attribute :headers
+
+        # Validations
+        validate :validate_messages_or_prompt
+        validates :max_tokens, numericality: { greater_than: 0 }, allow_nil: true
+        validates :temperature, numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :top_p, numericality: { greater_than: 0, less_than_or_equal_to: 1 }, allow_nil: true
+        validates :top_k, numericality: { greater_than_or_equal_to: 1 }, allow_nil: true
+        validates :frequency_penalty, numericality: { greater_than_or_equal_to: -2, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :presence_penalty, numericality: { greater_than_or_equal_to: -2, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :repetition_penalty, numericality: { greater_than: 0, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :min_p, numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+        validates :top_a, numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+        validates :route, inclusion: { in: %w[fallback] }, allow_nil: true
+
+        accepts_attributes_for :response_format, ResponseFormat
+        accepts_attributes_for :provider, ProviderPreferences
+        accepts_attributes_for :prediction, Prediction
+        accepts_attributes_for :tool_choice, ToolChoice
+        accepts_attributes_for :headers, Header
+
+        def build_parameters
+          to_h.deep_transform_values do |value|
+            case value
+            when Array
+              value.empty? ? nil : value
+            else
+              value
+            end
+          end.compact
+        end
+
+        # Setters with type coercion
+        def messages=(value)
+          if value.is_a?(Array)
+            super(value.map do |msg|
+              msg.is_a?(Message) ? msg : Message.new(msg)
+            end)
+          else
+            super(value)
+          end
+        end
+
+        def tools=(value)
+          if value.is_a?(Array)
+            super(value.map do |tool|
+              tool.is_a?(Tool) ? tool : Tool.new(tool)
+            end)
+          else
+            super(value)
+          end
+        end
+
+        def response_format=(value)
+          if value.is_a?(Hash) && !value.is_a?(ResponseFormat)
+            super(ResponseFormat.new(value))
+          else
+            super(value)
+          end
+        end
+
+        def provider=(value)
+          if value.is_a?(Hash) && !value.is_a?(ProviderPreferences)
+            super(ProviderPreferences.new(value))
+          else
+            super(value)
+          end
+        end
+
+        def prediction=(value)
+          if value.is_a?(Hash) && !value.is_a?(Prediction)
+            super(Prediction.new(value))
+          else
+            super(value)
+          end
+        end
+
+        def tool_choice=(value)
+          super(ToolChoice.from_value(value))
+        end
+
+        def headers=(value)
+          if value.is_a?(Hash) && !value.is_a?(Header)
+            super(Header.new(value))
+          else
+            super(value)
+          end
+        end
+
+        validate :validate_nested_objects
+
+        private
+
+        def validate_messages_or_prompt
+          if messages.blank? && prompt.blank?
+            errors.add(:base, "Either messages or prompt is required")
+          end
+
+          if messages.present? && prompt.present?
+            errors.add(:base, "Cannot specify both messages and prompt")
+          end
+        end
+
+        def validate_nested_objects
+          # Validate messages
+          if messages.present?
+            messages.each_with_index do |message, index|
+              next unless message.is_a?(Message)
+
+              unless message.valid?
+                message.errors.full_messages.each do |msg|
+                  errors.add(:messages, "at index #{index}: #{msg}")
+                end
+              end
+            end
+          end
+
+          # Validate tools
+          if tools.present?
+            tools.each_with_index do |tool, index|
+              next unless tool.is_a?(Tool)
+
+              unless tool.valid?
+                tool.errors.full_messages.each do |msg|
+                  errors.add(:tools, "at index #{index}: #{msg}")
+                end
+              end
+            end
+          end
+
+          # Validate response_format
+          if response_format.is_a?(ResponseFormat) && !response_format.valid?
+            response_format.errors.full_messages.each do |msg|
+              errors.add(:response_format, msg)
+            end
+          end
+
+          # Validate provider
+          if provider.is_a?(ProviderPreferences) && !provider.valid?
+            provider.errors.full_messages.each do |msg|
+              errors.add(:provider, msg)
+            end
+          end
+
+          # Validate prediction
+          if prediction.is_a?(Prediction) && !prediction.valid?
+            prediction.errors.full_messages.each do |msg|
+              errors.add(:prediction, msg)
+            end
+          end
+
+          # Validate headers
+          if headers.is_a?(Header) && !headers.valid?
+            headers.errors.full_messages.each do |msg|
+              errors.add(:headers, msg)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/generation_provider/open_router_provider.rb b/lib/active_agent/generation_provider/open_router_provider.rb
deleted file mode 100644
index 8ecd8419..00000000
--- a/lib/active_agent/generation_provider/open_router_provider.rb
+++ /dev/null
@@ -1,385 +0,0 @@
-require "openai"
-require_relative "open_ai_provider"
-
-module ActiveAgent
-  module GenerationProvider
-    class OpenRouterProvider < OpenAIProvider
-      def initialize(config)
-        @config = config
-        @access_token = config["api_key"] || config["access_token"] ||
-                       ENV["OPENROUTER_API_KEY"] || ENV["OPENROUTER_ACCESS_TOKEN"]
-        @model_name = config["model"]
-
-        # OpenRouter-specific configuration
-        @app_name = config["app_name"] || default_app_name
-        @site_url = config["site_url"] || default_site_url
-        @enable_fallbacks = config["enable_fallbacks"] != false
-        @fallback_models = config["fallback_models"] || []
-        @transforms = config["transforms"] || []
-        @provider_preferences = config["provider"] || {}
-        @track_costs = config["track_costs"] != false
-        @route = config["route"] || "fallback"
-
-        # Data collection preference (allow, deny, or specific provider list)
-        @data_collection = config["data_collection"] || @provider_preferences["data_collection"] || "allow"
-
-        # Require parameters preference (defaults to false)
-        @require_parameters = config["require_parameters"] || @provider_preferences["require_parameters"] || false
-
-        # Additional OpenRouter provider routing options
-        @only_providers = config["only"] || @provider_preferences["only"]
-        @ignore_providers = config["ignore"] || @provider_preferences["ignore"]
-        @quantizations = config["quantizations"] || @provider_preferences["quantizations"]
-        @sort_preference = config["sort"] || @provider_preferences["sort"]
-        @max_price = config["max_price"] || @provider_preferences["max_price"]
-
-        # Initialize OpenAI client with OpenRouter base URL
-        @client = OpenAI::Client.new(
-          uri_base: "https://openrouter.ai/api/v1",
-          access_token: @access_token,
-          log_errors: Rails.env.development?,
-          extra_headers: openrouter_headers
-        )
-      end
-
-      def generate(prompt)
-        @prompt = prompt
-
-        with_error_handling do
-          parameters = build_openrouter_parameters
-          response = execute_with_fallback(parameters)
-          process_openrouter_response(response)
-        end
-      rescue => e
-        handle_openrouter_error(e)
-      end
-
-      protected
-
-      def build_provider_parameters
-        # Start with base OpenAI parameters
-        params = super
-
-        # Add OpenRouter-specific parameters
-        add_openrouter_params(params)
-      end
-
-      def format_content_item(item)
-        # Handle OpenRouter-specific content formats
-        if item.is_a?(Hash)
-          case item[:type] || item["type"]
-          when "file"
-            # Convert file type to image_url for OpenRouter PDF support
-            file_data = item.dig(:file, :file_data) || item.dig("file", "file_data")
-            if file_data
-              {
-                type: "image_url",
-                image_url: {
-                  url: file_data
-                }
-              }
-            else
-              item
-            end
-          else
-            # Use default formatting for other types
-            super
-          end
-        else
-          super
-        end
-      end
-
-      private
-
-      def default_app_name
-        if defined?(Rails) && Rails.application
-          Rails.application.class.name.split("::").first
-        else
-          "ActiveAgent"
-        end
-      end
-
-      def default_site_url
-        # First check ActiveAgent config
-        return config["default_url_options"]["host"] if config.dig("default_url_options", "host")
-
-        # Then check Rails routes default_url_options
-        if defined?(Rails) && Rails.application&.routes&.default_url_options&.any?
-          host = Rails.application.routes.default_url_options[:host]
-          port = Rails.application.routes.default_url_options[:port]
-          protocol = Rails.application.routes.default_url_options[:protocol] || "https"
-
-          if host
-            url = "#{protocol}://#{host}"
-            url += ":#{port}" if port && port != 80 && port != 443
-            return url
-          end
-        end
-
-        # Finally check ActionMailer config as fallback
-        if defined?(Rails) && Rails.application&.config&.action_mailer&.default_url_options
-          options = Rails.application.config.action_mailer.default_url_options
-          host = options[:host]
-          port = options[:port]
-          protocol = options[:protocol] || "https"
-
-          if host
-            url = "#{protocol}://#{host}"
-            url += ":#{port}" if port && port != 80 && port != 443
-            return url
-          end
-        end
-
-        nil
-      end
-
-      def openrouter_headers
-        headers = {}
-        headers["HTTP-Referer"] = @site_url if @site_url
-        headers["X-Title"] = @app_name if @app_name
-        headers
-      end
-
-      def build_openrouter_parameters
-        parameters = prompt_parameters
-
-        # Handle multiple models for fallback
-        if @fallback_models.present?
-          parameters[:models] = [ @model_name ] + @fallback_models
-          parameters[:route] = @route
-        end
-
-        # Add transforms if specified
-        parameters[:transforms] = @transforms if @transforms.present?
-
-        # Add provider preferences (always include if we have data_collection or other settings)
-        # Check both configured and runtime data_collection/require_parameters values
-        runtime_data_collection = prompt&.options&.key?(:data_collection)
-        runtime_require_parameters = prompt&.options&.key?(:require_parameters)
-        runtime_provider_options = prompt&.options&.keys&.any? { |k| [ :only, :ignore, :quantizations, :sort, :max_price ].include?(k) }
-
-        if @provider_preferences.present? || @data_collection != "allow" || @require_parameters != false ||
-           @only_providers.present? || @ignore_providers.present? || @quantizations.present? ||
-           @sort_preference.present? || @max_price.present? ||
-           runtime_data_collection || runtime_require_parameters || runtime_provider_options
-          parameters[:provider] = build_provider_preferences
-        end
-
-        # Add plugins (e.g., for PDF processing)
-
-        parameters[:plugins] = prompt.options[:plugins] if prompt.options[:plugins].present?
-        parameters[:models] = prompt.options[:fallback_models] if prompt.options[:enable_fallbacks] && prompt.options[:fallback_models].present?
-        parameters
-      end
-
-      def build_provider_preferences
-        prefs = {}
-        prefs[:order] = @provider_preferences["order"] if @provider_preferences["order"]
-
-        # Require parameters can be overridden at runtime
-        require_parameters = prompt.options[:require_parameters] if prompt&.options&.key?(:require_parameters)
-        require_parameters = @require_parameters if require_parameters.nil?
-        prefs[:require_parameters] = require_parameters if require_parameters != false
-
-        prefs[:allow_fallbacks] = @enable_fallbacks
-
-        # Data collection can be:
-        # - "allow" (default): Allow all providers to collect data
-        # - "deny": Deny all providers from collecting data
-        # - Array of provider names: Only allow these providers to collect data
-        # Check prompt options first (runtime override), then fall back to configured value
-        data_collection = prompt.options[:data_collection] if prompt&.options&.key?(:data_collection)
-        data_collection ||= @data_collection
-        prefs[:data_collection] = data_collection
-
-        # Additional OpenRouter provider routing options - check runtime overrides first
-        only_providers = prompt.options[:only] if prompt&.options&.key?(:only)
-        only_providers ||= @only_providers
-        prefs[:only] = only_providers if only_providers.present?
-
-        ignore_providers = prompt.options[:ignore] if prompt&.options&.key?(:ignore)
-        ignore_providers ||= @ignore_providers
-        prefs[:ignore] = ignore_providers if ignore_providers.present?
-
-        quantizations = prompt.options[:quantizations] if prompt&.options&.key?(:quantizations)
-        quantizations ||= @quantizations
-        prefs[:quantizations] = quantizations if quantizations.present?
-
-        sort_preference = prompt.options[:sort] if prompt&.options&.key?(:sort)
-        sort_preference ||= @sort_preference
-        prefs[:sort] = sort_preference if sort_preference.present?
-
-        max_price = prompt.options[:max_price] if prompt&.options&.key?(:max_price)
-        max_price ||= @max_price
-        prefs[:max_price] = max_price if max_price.present?
-
-        prefs.compact
-      end
-
-      def add_openrouter_params(params)
-        # Add OpenRouter-specific routing parameters
-        if @enable_fallbacks && @fallback_models.present?
-          params[:models] = [ @model_name ] + @fallback_models
-          params[:route] = @route
-        end
-
-        # Add transforms
-        params[:transforms] = @transforms if @transforms.present?
-
-        # Add provider configuration (always include if we have data_collection or other settings)
-        # Check both configured and runtime data_collection/require_parameters values
-        runtime_data_collection = prompt&.options&.key?(:data_collection)
-        runtime_require_parameters = prompt&.options&.key?(:require_parameters)
-        runtime_provider_options = prompt&.options&.keys&.any? { |k| [ :only, :ignore, :quantizations, :sort, :max_price ].include?(k) }
-
-        if @provider_preferences.present? || @data_collection != "allow" || @require_parameters != false ||
-           @only_providers.present? || @ignore_providers.present? || @quantizations.present? ||
-           @sort_preference.present? || @max_price.present? ||
-           runtime_data_collection || runtime_require_parameters || runtime_provider_options
-          params[:provider] = build_provider_preferences
-        end
-
-        # Add plugins (e.g., for PDF processing)
-        if prompt.options[:plugins].present?
-          params[:plugins] = prompt.options[:plugins]
-        end
-
-        params
-      end
-
-      def execute_with_fallback(parameters)
-        parameters[:stream] = provider_stream if prompt.options[:stream] || config["stream"]
-
-        response = @client.chat(parameters: parameters)
-        # Log if fallback was used
-        if response.respond_to?(:headers) && response.headers["x-model"] != @model_name
-          Rails.logger.info "[OpenRouter] Fallback model used: #{response.headers['x-model']}" if defined?(Rails)
-        end
-
-        response
-      end
-
-      def process_openrouter_response(response)
-        # Process as normal OpenAI response first
-        if prompt.options[:stream]
-          return @response
-        end
-
-        # Extract standard response
-        message_json = response.dig("choices", 0, "message")
-        message_json["id"] = response.dig("id") if message_json && message_json["id"].blank?
-        message = handle_message(message_json) if message_json
-
-        update_context(prompt: prompt, message: message, response: response) if message
-        # Create response with OpenRouter metadata
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: message,
-          raw_response: response
-        )
-
-        # OpenRouter includes provider and model info directly in the response body
-        if response["provider"] || response["model"]
-          @response.metadata = {
-            provider: response["provider"],
-            model_used: response["model"],
-            fallback_used: response["model"] != @model_name
-          }.compact
-        end
-
-        # Track costs if enabled
-        track_usage(response) if @track_costs && response["usage"]
-
-        @response
-      end
-
-      def add_openrouter_metadata(response, headers)
-        return unless response.respond_to?(:metadata=)
-
-        response.metadata = {
-          provider: headers["x-provider"],
-          model_used: headers["x-model"],
-          trace_id: headers["x-trace-id"],
-          fallback_used: headers["x-model"] != @model_name,
-          ratelimit: {
-            requests_limit: headers["x-ratelimit-requests-limit"],
-            requests_remaining: headers["x-ratelimit-requests-remaining"],
-            requests_reset: headers["x-ratelimit-requests-reset"],
-            tokens_limit: headers["x-ratelimit-tokens-limit"],
-            tokens_remaining: headers["x-ratelimit-tokens-remaining"],
-            tokens_reset: headers["x-ratelimit-tokens-reset"]
-          }.compact
-        }.compact
-      end
-
-      def track_usage(response)
-        return nil unless @track_costs
-        return nil unless response["usage"]
-
-        usage = response["usage"]
-        model = response.dig("model") || @model_name
-
-        # Calculate costs (simplified - would need actual pricing data)
-        cost_info = {
-          model: model,
-          prompt_tokens: usage["prompt_tokens"],
-          completion_tokens: usage["completion_tokens"],
-          total_tokens: usage["total_tokens"]
-        }
-
-        # Log usage information
-        if defined?(Rails)
-          Rails.logger.info "[OpenRouter] Usage: #{cost_info.to_json}"
-
-          # Store in cache if available
-          if Rails.cache
-            cache_key = "openrouter:usage:#{Date.current}"
-            Rails.cache.increment("#{cache_key}:tokens", usage["total_tokens"])
-            Rails.cache.increment("#{cache_key}:requests")
-          end
-        end
-
-        cost_info
-      end
-
-      def handle_openrouter_error(error)
-        error_message = error.message || error.to_s
-
-        case error_message
-        when /rate limit/i
-          handle_rate_limit_error(error)
-        when /insufficient credits|payment required/i
-          handle_insufficient_credits(error)
-        when /no available provider/i
-          handle_no_provider_error(error)
-        when /timeout/i
-          handle_timeout_error(error)
-        else
-          # Fall back to parent error handling
-          raise GenerationProviderError, error, error.backtrace
-        end
-      end
-
-      def handle_rate_limit_error(error)
-        Rails.logger.error "[OpenRouter] Rate limit exceeded: #{error.message}" if defined?(Rails)
-        raise GenerationProviderError, "OpenRouter rate limit exceeded. Please retry later."
-      end
-
-      def handle_insufficient_credits(error)
-        Rails.logger.error "[OpenRouter] Insufficient credits: #{error.message}" if defined?(Rails)
-        raise GenerationProviderError, "OpenRouter account has insufficient credits."
-      end
-
-      def handle_no_provider_error(error)
-        Rails.logger.error "[OpenRouter] No available provider: #{error.message}" if defined?(Rails)
-        raise GenerationProviderError, "No available provider for the requested model."
-      end
-
-      def handle_timeout_error(error)
-        Rails.logger.error "[OpenRouter] Request timeout: #{error.message}" if defined?(Rails)
-        raise GenerationProviderError, "OpenRouter request timed out."
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/parameter_builder.rb b/lib/active_agent/generation_provider/parameter_builder.rb
deleted file mode 100644
index 4a0ff6d3..00000000
--- a/lib/active_agent/generation_provider/parameter_builder.rb
+++ /dev/null
@@ -1,119 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    module ParameterBuilder
-      extend ActiveSupport::Concern
-
-      def prompt_parameters(overrides = {})
-        base_params = build_base_parameters
-        provider_params = build_provider_parameters
-
-        # Merge parameters with proper precedence:
-        # 1. Overrides (highest priority)
-        # 2. Prompt options
-        # 3. Provider-specific parameters
-        # 4. Base parameters (lowest priority)
-        base_params
-          .merge(provider_params)
-          .merge(extract_prompt_options)
-          .merge(overrides)
-          .compact
-      end
-
-      protected
-
-      def build_base_parameters
-        {
-          model: determine_model,
-          messages: provider_messages(@prompt.messages),
-          temperature: determine_temperature
-        }.tap do |params|
-          # Add optional parameters if present
-          params[:max_tokens] = determine_max_tokens if determine_max_tokens
-          params[:tools] = format_tools(@prompt.actions) if @prompt.actions.present?
-        end
-      end
-
-      def build_provider_parameters
-        # Override in provider for specific parameters
-        # For example, Anthropic needs 'system' parameter instead of system message
-        {}
-      end
-
-      def extract_prompt_options
-        # Extract relevant options from prompt
-        options = {}
-
-        # Common options that map directly
-        [ :stream, :top_p, :frequency_penalty, :presence_penalty, :seed, :stop, :user, :plugins ].each do |key|
-          options[key] = @prompt.options[key] if @prompt.options.key?(key)
-        end
-
-        # Handle response format for structured output
-        if @prompt.output_schema.present?
-          options[:response_format] = build_response_format
-        end
-
-        options
-      end
-
-      def determine_model
-        @prompt.options[:model] || @model_name || @config["model"]
-      end
-
-      def determine_temperature
-        @prompt.options[:temperature] || @config["temperature"] || 0.7
-      end
-
-      def determine_max_tokens
-        @prompt.options[:max_tokens] || @config["max_tokens"]
-      end
-
-      def build_response_format
-        # Default OpenAI-style response format
-        # Override in provider for different formats
-        {
-          type: "json_schema",
-          json_schema: @prompt.output_schema
-        }
-      end
-
-      # Embedding-specific parameters
-      def embeddings_parameters(input: nil, model: nil, **options)
-        {
-          model: model || determine_embedding_model,
-          input: input || format_embedding_input,
-          dimensions: options[:dimensions] || @config["embedding_dimensions"],
-          encoding_format: options[:encoding_format] || "float"
-        }.compact
-      end
-
-      def determine_embedding_model
-        @prompt.options[:embedding_model] || @config["embedding_model"] || "text-embedding-3-small"
-      end
-
-      def format_embedding_input
-        # Handle single or batch embedding inputs
-        if @prompt.message
-          @prompt.message.content
-        elsif @prompt.messages
-          @prompt.messages.map(&:content)
-        else
-          nil
-        end
-      end
-
-      module ClassMethods
-        # Class-level configuration for default parameters
-        def default_parameters(params = {})
-          @default_parameters = params
-        end
-
-        def get_default_parameters
-          @default_parameters || {}
-        end
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/response.rb b/lib/active_agent/generation_provider/response.rb
deleted file mode 100644
index fa0dff16..00000000
--- a/lib/active_agent/generation_provider/response.rb
+++ /dev/null
@@ -1,75 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    class Response
-      attr_reader :message, :prompt, :raw_response, :raw_request
-      attr_accessor :metadata
-
-      def initialize(prompt:, message: nil, raw_response: nil, raw_request: nil, metadata: nil)
-        @prompt = prompt
-        @message = message || prompt.message
-        @raw_response = raw_response
-        @raw_request = sanitize_request(raw_request)
-        @metadata = metadata || {}
-      end
-
-      # Extract usage statistics from the raw response
-      def usage
-        return nil unless @raw_response
-
-        # Most providers store usage in the same format
-        if @raw_response.is_a?(Hash) && @raw_response["usage"]
-          @raw_response["usage"]
-        end
-      end
-
-      # Helper methods for common usage stats
-      def prompt_tokens
-        usage&.dig("prompt_tokens")
-      end
-
-      def completion_tokens
-        usage&.dig("completion_tokens")
-      end
-
-      def total_tokens
-        usage&.dig("total_tokens")
-      end
-
-      private
-
-      def sanitize_request(request)
-        return nil if request.nil?
-        return request unless request.is_a?(Hash)
-
-        # Deep clone the request to avoid modifying the original
-        sanitized = request.deep_dup
-
-        # Sanitize any string values in the request
-        sanitize_hash_values(sanitized)
-      end
-
-      def sanitize_hash_values(hash)
-        hash.each do |key, value|
-          case value
-          when String
-            # Use ActiveAgent's sanitize_credentials to replace sensitive data
-            hash[key] = ActiveAgent.sanitize_credentials(value)
-          when Hash
-            sanitize_hash_values(value)
-          when Array
-            value.each_with_index do |item, index|
-              if item.is_a?(String)
-                value[index] = ActiveAgent.sanitize_credentials(item)
-              elsif item.is_a?(Hash)
-                sanitize_hash_values(item)
-              end
-            end
-          end
-        end
-        hash
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/responses_adapter.rb b/lib/active_agent/generation_provider/responses_adapter.rb
deleted file mode 100644
index e4c80376..00000000
--- a/lib/active_agent/generation_provider/responses_adapter.rb
+++ /dev/null
@@ -1,44 +0,0 @@
-require_relative "base_adapter"
-
-module ActiveAgent
-  module GenerationProvider
-    class ResponsesAdapter < BaseAdapter
-      def initialize(prompt)
-        super(prompt)
-        @prompt = prompt
-      end
-
-      def input
-          messages.map do |message|
-          if message.content.is_a?(Array)
-            {
-              role: message.role,
-              content: message.content.map do |content_part|
-                if content_part.is_a?(String)
-                  { type: "input_text", text: content_part }
-                elsif content_part.is_a?(ActiveAgent::ActionPrompt::Message) && content_part.content_type == "input_text"
-                  { type: "input_text", text: content_part.content }
-                elsif content_part.is_a?(ActiveAgent::ActionPrompt::Message) && content_part.content_type == "image_data"
-                  { type: "input_image", image_url: content_part.content }
-                elsif content_part.is_a?(ActiveAgent::ActionPrompt::Message) && content_part.content_type == "file_data"
-                  { type: "input_file", filename: content_part.metadata[:filename], file_data: content_part.content }
-                else
-                  raise ArgumentError, "Unsupported content type in message"
-                end
-              end.compact
-            }
-          else
-            {
-              role: message.role,
-              content: message.content
-            }
-          end
-        end.compact
-      end
-
-      def messages
-        prompt.messages
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/stream_processing.rb b/lib/active_agent/generation_provider/stream_processing.rb
deleted file mode 100644
index 730c7499..00000000
--- a/lib/active_agent/generation_provider/stream_processing.rb
+++ /dev/null
@@ -1,58 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    module StreamProcessing
-      extend ActiveSupport::Concern
-
-      included do
-        attr_accessor :stream_buffer, :stream_context
-      end
-
-      def provider_stream
-        agent_stream = prompt.options[:stream]
-        message = initialize_stream_message
-
-        @response = ActiveAgent::GenerationProvider::Response.new(prompt:, message:)
-
-        proc do |chunk|
-          process_stream_chunk(chunk, message, agent_stream)
-        end
-      end
-
-      protected
-
-      def initialize_stream_message
-        ActiveAgent::ActionPrompt::Message.new(content: "", role: :assistant)
-      end
-
-      def process_stream_chunk(chunk, message, agent_stream)
-        # Default implementation - must be overridden in provider
-        raise NotImplementedError, "Providers must implement process_stream_chunk"
-      end
-
-      def handle_stream_delta(delta, message, agent_stream)
-        # Common delta handling logic
-        new_content = extract_content_from_delta(delta)
-        if new_content && !new_content.blank?
-          message.content += new_content
-          agent_stream&.call(message, new_content, false, prompt.action_name)
-        end
-      end
-
-      def extract_content_from_delta(delta)
-        # Default extraction - override if needed
-        delta if delta.is_a?(String)
-      end
-
-      def handle_tool_stream_chunk(chunk, message, agent_stream)
-        # Handle tool calls in streaming
-        # Override in provider for specific implementation
-      end
-
-      def finalize_stream(message, agent_stream)
-        agent_stream&.call(message, nil, true, prompt.action_name)
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/generation_provider/tool_management.rb b/lib/active_agent/generation_provider/tool_management.rb
deleted file mode 100644
index 7e61abe8..00000000
--- a/lib/active_agent/generation_provider/tool_management.rb
+++ /dev/null
@@ -1,142 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module GenerationProvider
-    module ToolManagement
-      extend ActiveSupport::Concern
-
-      def format_tools(tools)
-        return nil if tools.blank?
-
-        tools.map do |tool|
-          format_single_tool(tool)
-        end
-      end
-
-      def handle_actions(tool_calls)
-        return [] if tool_calls.nil? || tool_calls.empty?
-
-        tool_calls.map do |tool_call|
-          parse_tool_call(tool_call)
-        end.compact
-      end
-
-      protected
-
-      def format_single_tool(tool)
-        # Default implementation for OpenAI-style tools
-        if tool["function"] || tool[:function]
-          # Tool already has the correct structure
-          tool
-        else
-          # Legacy format - wrap in function structure
-          wrap_tool_in_function(tool)
-        end
-      end
-
-      def wrap_tool_in_function(tool)
-        {
-          type: "function",
-          function: {
-            name: tool["name"] || tool[:name],
-            description: tool["description"] || tool[:description],
-            parameters: tool["parameters"] || tool[:parameters]
-          }
-        }
-      end
-
-      def parse_tool_call(tool_call)
-        # Skip if no function information
-        return nil if tool_call.nil?
-
-        # Extract tool information based on provider format
-        tool_id = extract_tool_id(tool_call)
-        tool_name = extract_tool_name(tool_call)
-        tool_params = extract_tool_params(tool_call)
-
-        # Skip if no name found
-        return nil if tool_name.blank?
-
-        ActiveAgent::ActionPrompt::Action.new(
-          id: tool_id,
-          name: tool_name,
-          params: tool_params
-        )
-      end
-
-      def extract_tool_id(tool_call)
-        tool_call["id"] || tool_call[:id]
-      end
-
-      def extract_tool_name(tool_call)
-        # Try different paths for tool name
-        tool_call.dig("function", "name") ||
-          tool_call.dig(:function, :name) ||
-          tool_call["name"] ||
-          tool_call[:name]
-      end
-
-      def extract_tool_params(tool_call)
-        # Try different paths for tool parameters/arguments
-        args = tool_call.dig("function", "arguments") ||
-               tool_call.dig(:function, :arguments) ||
-               tool_call["arguments"] ||
-               tool_call[:arguments] ||
-               tool_call["input"] ||
-               tool_call[:input]
-
-        return nil if args.blank?
-
-        # Parse JSON string if needed
-        if args.is_a?(String)
-          begin
-            JSON.parse(args, symbolize_names: true)
-          rescue JSON::ParserError
-            nil
-          end
-        else
-          args
-        end
-      end
-
-      # Provider-specific tool format methods
-      # Override these in specific providers
-
-      def format_tools_for_anthropic(tools)
-        # Anthropic-specific tool format
-        tools.map do |tool|
-          {
-            name: extract_tool_name_from_schema(tool),
-            description: extract_tool_description_from_schema(tool),
-            input_schema: extract_tool_parameters_from_schema(tool)
-          }
-        end
-      end
-
-      def format_tools_for_openai(tools)
-        # OpenAI-specific tool format (default)
-        format_tools(tools)
-      end
-
-      private
-
-      def extract_tool_name_from_schema(tool)
-        tool["name"] || tool[:name] ||
-        tool.dig("function", "name") || tool.dig(:function, "name") ||
-        tool.dig("function", :name) || tool.dig(:function, :name)
-      end
-
-      def extract_tool_description_from_schema(tool)
-        tool["description"] || tool[:description] ||
-        tool.dig("function", "description") || tool.dig(:function, "description") ||
-        tool.dig("function", :description) || tool.dig(:function, :description)
-      end
-
-      def extract_tool_parameters_from_schema(tool)
-        tool["parameters"] || tool[:parameters] ||
-        tool.dig("function", "parameters") || tool.dig(:function, "parameters") ||
-        tool.dig("function", :parameters) || tool.dig(:function, :parameters)
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/log_subscriber.rb b/lib/active_agent/log_subscriber.rb
deleted file mode 100644
index bb833f80..00000000
--- a/lib/active_agent/log_subscriber.rb
+++ /dev/null
@@ -1,44 +0,0 @@
-# # frozen_string_literal: true
-
-# require "active_support/log_subscriber"
-
-# module ActiveAgent
-#   # = Active Agent \LogSubscriber
-#   #
-#   # Implements the ActiveSupport::LogSubscriber for logging notifications when
-#   # prompt is generated.
-#   class LogSubscriber < ActiveSupport::LogSubscriber
-#     # A prompt was generated.
-#     def deliver(event)
-#       info do
-#         if exception = event.payload[:exception_object]
-#           "Failed delivery of prompt #{event.payload[:message_id]} error_class=#{exception.class} error_message=#{exception.message.inspect}"
-#         elsif event.payload[:perform_deliveries]
-#           "Generated response for prompt #{event.payload[:message_id]} (#{event.duration.round(1)}ms)"
-#         else
-#           "Skipped generation of prompt #{event.payload[:message_id]} as `perform_generation` is false"
-#         end
-#       end
-
-#       debug { event.payload[:prompt] }
-#     end
-#     subscribe_log_level :deliver, :debug
-
-#     # A prompt was rendered.
-#     def process(event)
-#       debug do
-#         agent = event.payload[:agent]
-#         action = event.payload[:action]
-#         "#{agent}##{action}: processed outbound prompt in #{event.duration.round(1)}ms"
-#       end
-#     end
-#     subscribe_log_level :process, :debug
-
-#     # Use the logger configured for ActiveAgent::Base.
-#     def logger
-#       ActiveAgent::Base.logger
-#     end
-#   end
-# end
-
-# ActiveAgent::LogSubscriber.attach_to :active_agent
diff --git a/lib/active_agent/parameterized.rb b/lib/active_agent/parameterized.rb
deleted file mode 100644
index 3f24ae77..00000000
--- a/lib/active_agent/parameterized.rb
+++ /dev/null
@@ -1,75 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module Parameterized
-    extend ActiveSupport::Concern
-
-    included do
-      attr_writer :params
-
-      def params
-        @params ||= {}
-      end
-    end
-
-    module ClassMethods
-      def with(params = {})
-        # Separate runtime options from regular params
-        # runtime_options = params.extract!(:model, :temperature, :max_tokens, :stream, :top_p,
-        #                                   :frequency_penalty, :presence_penalty, :response_format,
-        #                                   :seed, :stop, :tools_choice, :user)
-
-        # # Pass runtime options as :options parameter
-        # params[:options] = runtime_options if runtime_options.any?
-
-        ActiveAgent::Parameterized::Agent.new(self, params)
-      end
-      alias_method :prompt_with, :with
-    end
-
-    class Agent
-      def initialize(agent, params)
-        @agent = agent
-        @params = params
-      end
-
-      def method_missing(method_name, ...)
-        if @agent.public_instance_methods.include?(method_name)
-          ActiveAgent::Parameterized::Generation.new(@agent, method_name, @params, ...)
-        else
-          super
-        end
-      end
-
-      def respond_to_missing?(method, include_all = false)
-        @agent.respond_to?(method, include_all)
-      end
-    end
-
-    class Generation < ActiveAgent::Generation
-      def initialize(agent_class, action, params, ...)
-        super(agent_class, action, ...)
-        @params = params
-      end
-
-      private
-
-      def processed_agent
-        @processed_agent ||= @agent_class.new.tap do |agent|
-          agent.params = @params
-          agent.process @action, *@args
-        end
-      end
-
-      def enqueue_generation(generation_method, options = {})
-        if processed?
-          super
-        else
-          @agent_class.generation_job.set(options).perform_later(
-            @agent_class.name, @action.to_s, generation_method.to_s, params: @params, args: @args
-          )
-        end
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/prompt_helper.rb b/lib/active_agent/prompt_helper.rb
deleted file mode 100644
index d7054864..00000000
--- a/lib/active_agent/prompt_helper.rb
+++ /dev/null
@@ -1,19 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  # = Active Agent's Action Prompt \PromptHelper
-  #
-  # Provides helper methods for ActiveAgent::Base that can be used for easily
-  # formatting prompts, accessing agent or prompt instances.
-  module PromptHelper
-    # Access the agent instance.
-    def agent
-      @_controller
-    end
-
-    # Access the prompt instance.
-    def context
-      @_context
-    end
-  end
-end
diff --git a/lib/active_agent/providers/_base_provider.rb b/lib/active_agent/providers/_base_provider.rb
new file mode 100644
index 00000000..cad636b6
--- /dev/null
+++ b/lib/active_agent/providers/_base_provider.rb
@@ -0,0 +1,371 @@
+require_relative "common/response"
+require_relative "concerns/retries"
+
+# Maps provider types to their gem dependencies.
+# @private
+GEM_LOADERS = {
+  anthropic: [ "anthropic",   "~> 1.12", "anthropic" ],
+  openai:    [ "ruby-openai", "~> 8.3",  "openai" ]
+}
+
+# Loads and requires a provider's gem dependency.
+#
+# @param type [Symbol] provider type (:anthropic, :openai)
+# @param file_name [String] provider file path for error context
+# @return [void]
+# @raise [LoadError] when the required gem is not available
+def require_gem!(type, file_name)
+  gem_name, requirement, package_name = GEM_LOADERS.fetch(type)
+  provider_name = file_name.split("/").last.delete_suffix(".rb").camelize
+
+  begin
+    gem(gem_name, requirement)
+    require(package_name)
+  rescue LoadError
+    raise LoadError, "The '#{gem_name}' gem is required for #{provider_name}. Please add it to your Gemfile and run `bundle install`."
+  end
+end
+
+module ActiveAgent
+  module Providers
+    # Base class for LLM provider integrations.
+    #
+    # Orchestrates API requests, streaming responses, and multi-turn tool calling.
+    # Each provider (OpenAI, Anthropic, etc.) subclasses this to implement
+    # provider-specific API interactions.
+    #
+    # @abstract Subclasses must implement {#api_prompt_execute},
+    #   {#process_stream_chunk}, {#process_prompt_finished_extract_messages},
+    #   and {#process_prompt_finished_extract_function_calls}
+    class BaseProvider
+      include Retries
+
+      class ProvidersError < StandardError; end
+
+      attr_internal :options, :context, :trace_id,   # Setup
+                    :request, :message_stack,        # Runtime
+                    :stream_broadcaster, :streaming, # Callback (Streams)
+                    :tools_function                  # Callback (Tools)
+
+      # Initializes a provider instance.
+      #
+      # @param kwargs [Hash] configuration and callbacks
+      # @option kwargs [Symbol] :service validates against provider's service name
+      # @option kwargs [Proc] :stream_broadcaster callback for streaming events (:open, :update, :close)
+      # @option kwargs [Proc] :tools_function callback to execute tool/function calls
+      # @raise [RuntimeError] when service name doesn't match provider
+      def initialize(kwargs = {})
+        assert_service!(kwargs.delete(:service))
+
+        configure_retries(
+          exception_handler: kwargs.delete(:exception_handler),
+          retries:           kwargs.delete(:retries),
+          retries_count:     kwargs.delete(:retries_count),
+          retries_on:        kwargs.delete(:retries_on)
+        )
+
+        self.trace_id           = kwargs[:trace_id]
+        self.stream_broadcaster = kwargs.delete(:stream_broadcaster)
+        self.streaming          = false
+        self.tools_function     = kwargs.delete(:tools_function)
+        self.options            = options_klass.new(kwargs.extract!(*options_klass.keys))
+        self.context            = kwargs
+        self.message_stack      = []
+      end
+
+      # Executes a prompt request with error handling and instrumentation.
+      #
+      # @return [ActiveAgent::Providers::Common::PromptResponse]
+      def prompt
+        instrument("prompt_start.provider.active_agent") do
+          self.request = prompt_request_type.cast(context.except(:trace_id))
+          resolve_prompt
+        end
+      end
+
+      # Executes an embedding request with error handling and instrumentation.
+      #
+      # Converts text into vector representations for semantic search and similarity operations.
+      #
+      # @return [ActiveAgent::Providers::Common::EmbedResponse]
+      def embed
+        instrument("embed_start.provider.active_agent") do
+          self.request = embed_request_type.cast(context.except(:trace_id))
+          resolve_embed
+        end
+      end
+
+      # @return [String] provider name extracted from class name (e.g., "Anthropic", "OpenAI")
+      def service_name
+        self.class.name.split("::").last.delete_suffix("Provider")
+      end
+
+      # @return [String] module-qualified provider name (e.g., "Anthropic", "OpenAI::Chat")
+      def tag_name
+        self.class.name.delete_prefix("ActiveAgent::Providers::").delete_suffix("Provider")
+      end
+
+      # @return [Module] provider's namespace module (e.g., ActiveAgent::Providers::OpenAI)
+      def namespace
+        "#{self.class.name.deconstantize}::#{service_name}".safe_constantize
+      end
+
+      # @return [Class] provider's options class
+      def options_klass = namespace::Options
+
+      # @return [ActiveModel::Type::Value] provider-specific request type for prompt casting/serialization
+      def prompt_request_type = namespace::RequestType.new
+
+      # @return [ActiveModel::Type::Value] provider-specific request type for embedding casting/serialization
+      # @raise [NotImplementedError] when provider doesn't support embeddings
+      def embed_request_type = fail(NotImplementedError)
+
+      protected
+
+      # Validates service name matches provider.
+      #
+      # @param name [String, nil]
+      # @raise [RuntimeError] when service name doesn't match provider
+      def assert_service!(name)
+        fail "Unexpected Service Name: #{name} != #{service_name}" if name && name != service_name
+      end
+
+      # Instruments an event for logging and metrics.
+      #
+      # @param name [String] event name
+      # @param payload [Hash] additional event data
+      # @yield block to instrument
+      # @return [Object] block result
+      def instrument(name, payload = {}, &block)
+        full_payload = { provider: service_name, provider_module: tag_name, trace_id: }.merge(payload)
+        ActiveSupport::Notifications.instrument(name, full_payload, &block)
+      end
+
+      # Orchestrates the complete prompt request lifecycle.
+      #
+      # Prepares request, executes API call, processes response, and handles
+      # recursive tool/function calling until completion.
+      #
+      # @return [ActiveAgent::Providers::Common::PromptResponse]
+      def resolve_prompt
+        request = prepare_prompt_request
+
+        instrument("request_prepared.provider.active_agent", message_count: request.messages.size)
+
+        # @todo Validate Request
+        api_parameters = api_request_build(request, prompt_request_type)
+        api_response   = instrument("api_call.provider.active_agent", streaming: api_parameters[:stream].present?) do
+          retriable { api_prompt_execute(api_parameters) }
+        end
+
+        process_prompt_finished(api_response)
+      end
+
+      # Orchestrates the complete embedding request lifecycle.
+      #
+      # @return [ActiveAgent::Providers::Common::EmbedResponse]
+      def resolve_embed
+        # @todo Validate Request
+        api_parameters = api_request_build(request, embed_request_type)
+        api_response   = instrument("embed_call.provider.active_agent") do
+          retriable { api_embed_execute(api_parameters) }
+        end
+
+        process_embed_finished(api_response)
+      end
+
+      # Prepares request for next iteration in multi-turn conversation.
+      #
+      # Appends accumulated messages from message stack and resets buffer for next cycle.
+      #
+      # @return [Request]
+      def prepare_prompt_request
+        self.request.messages = [ *request.messages, *message_stack ]
+        self.message_stack    = []
+
+        self.request
+      end
+
+      # Builds API request parameters from request object.
+      #
+      # @param request [Request]
+      # @param request_type [ActiveModel::Type::Value] The type to use for serialization
+      # @return [Hash]
+      def api_request_build(request, request_type)
+        parameters          = request_type.serialize(request)
+        parameters[:stream] = process_stream if request.try(:stream)
+        parameters
+      end
+
+      # Creates streaming callback proc.
+      #
+      # @return [Proc] invoked for each response chunk
+      def process_stream
+        proc do |api_response_chunk|
+          process_stream_chunk(api_response_chunk)
+        end
+      end
+
+      # Executes prompt request against provider's API.
+      #
+      # @abstract
+      # @param request_parameters [Hash]
+      # @return [Object] provider-specific API response
+      # @raise [NotImplementedError]
+      def api_prompt_execute(request_parameters)
+        fail NotImplementedError, "Subclass expected to implement"
+      end
+
+      # Executes embedding request against provider's API.
+      #
+      # @abstract
+      # @param request_parameters [Hash]
+      # @return [Object] provider-specific embedding response
+      # @raise [NotImplementedError]
+      def api_embed_execute(request_parameters)
+        fail NotImplementedError, "Subclass expected to implement"
+      end
+
+      # Processes a single streaming response chunk.
+      #
+      # @abstract
+      # @param api_response_chunk [Object] provider-specific chunk format
+      # @raise [NotImplementedError]
+      def process_stream_chunk(api_response_chunk)
+        fail NotImplementedError, "Subclass expected to implement"
+      end
+
+      # Broadcasts stream open event.
+      #
+      # Only fires once per request cycle even during multi-turn tool calling.
+      #
+      # @return [void]
+      def broadcast_stream_open
+        return if streaming
+        self.streaming = true
+
+        instrument("stream_open.provider.active_agent")
+        stream_broadcaster.call(nil, nil, :open)
+      end
+
+      # Broadcasts stream update with message content delta.
+      #
+      # @param message [Hash, Object] current message state
+      # @param delta [String, nil] incremental content chunk
+      # @return [void]
+      def broadcast_stream_update(message, delta = nil)
+        stream_broadcaster.call(message, delta, :update)
+      end
+
+      # Broadcasts stream close event.
+      #
+      # Only fires once per request cycle even during multi-turn tool calling.
+      #
+      # @return [void]
+      def broadcast_stream_close
+        return unless streaming
+        self.streaming = false
+
+        instrument("stream_close.provider.active_agent")
+        stream_broadcaster.call(message_stack.last, nil, :close)
+      end
+
+      # Processes completed API response and handles tool calling recursion.
+      #
+      # Extracts messages and function calls from the response. If tools were invoked,
+      # executes them and recursively continues the prompt until completion.
+      #
+      # @param api_response [Object, nil] provider-specific response
+      # @return [Common::PromptResponse, nil]
+      def process_prompt_finished(api_response = nil)
+        if (api_messages = process_prompt_finished_extract_messages(api_response))
+          instrument("messages_extracted.provider.active_agent", message_count: api_messages.size)
+          message_stack.push(*api_messages)
+        end
+
+        if (tool_calls = process_prompt_finished_extract_function_calls)&.any?
+          instrument("tool_calls_processing.provider.active_agent", tool_count: tool_calls.size)
+          process_function_calls(tool_calls)
+
+          instrument("multi_turn_continue.provider.active_agent")
+          resolve_prompt
+        else
+
+          # During a multi iteration process, we will internally open/close the stream
+          # with the provider, but this should all look like one big stream to the agents
+          # as they continue to work.
+          broadcast_stream_close
+
+          instrument("prompt_complete.provider.active_agent", message_count: message_stack.size)
+
+          # To convert the messages into common format we first need to merge the current
+          # stack and then cast them to the provider type, so we can cast them out to common.
+          messages = prompt_request_type.cast(
+            messages: [ *request.messages, *message_stack ]
+          ).messages
+
+          # This will returned as it closes up the recursive stack
+          Common::PromptResponse.new(
+            context:,
+            raw_request:  prompt_request_type.serialize(request),
+            raw_response: api_response,
+            messages:,
+            format: request.response_format
+          )
+        end
+      end
+
+      # Extracts messages from API response.
+      #
+      # @abstract
+      # @param api_response [Object]
+      # @return [Array<Message>, nil]
+      # @raise [NotImplementedError]
+      def process_prompt_finished_extract_messages(api_response)
+        fail NotImplementedError, "Subclass expected to implement"
+      end
+
+      # Extracts tool/function calls from API response.
+      #
+      # @abstract
+      # @return [Array<Hash>, nil]
+      # @raise [NotImplementedError]
+      def process_prompt_finished_extract_function_calls
+        fail NotImplementedError, "Subclass expected to implement"
+      end
+
+      # Processes completed embedding API response.
+      #
+      # @param api_response [Hash]
+      # @return [Common::EmbedResponse]
+      def process_embed_finished(api_response)
+        Common::EmbedResponse.new(
+          context:,
+          raw_request:  embed_request_type.serialize(request),
+          raw_response: api_response,
+          data: process_embed_finished_data(api_response)
+        )
+      end
+
+      # Extracts embedding vectors from API response.
+      #
+      # Handles both list and single embedding response formats:
+      # - List: `{ "data": [{ "embedding": [...] }] }`
+      # - Single: `{ "embedding": [...] }`
+      #
+      # @param api_response [Hash]
+      # @return [Array<Hash>] embedding objects with :index, :object, :embedding keys
+      # @raise [RuntimeError] when response format is unexpected
+      def process_embed_finished_data(api_response)
+        case (type = api_response[:object])
+        when "list"
+          api_response[:data]
+        when "embedding"
+          [ { index: 0 }.merge(api_response.slice(:index, :object, :embedding)) ]
+        else
+          fail "Unexpected Embed Object Type: #{type}"
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/_types.rb b/lib/active_agent/providers/anthropic/_types.rb
new file mode 100644
index 00000000..13b29624
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/_types.rb
@@ -0,0 +1,63 @@
+# frozen_string_literal: true
+
+require_relative "requests/_types"
+
+require_relative "options"
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      # ActiveModel type for casting and serializing Anthropic Request objects.
+      #
+      # Handles conversion between Hash, Request, and serialized formats for API calls.
+      class RequestType < ActiveModel::Type::Value
+        # Casts input to Request object.
+        #
+        # @param value [Request, Hash, nil]
+        # @return [Request, nil]
+        # @raise [ArgumentError] when value cannot be cast to Request
+        def cast(value)
+          case value
+          when Request
+            value
+          when Hash
+            Request.new(**value.deep_symbolize_keys)
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot cast #{value.class} to Request"
+          end
+        end
+
+        # Serializes Request to Hash for API submission.
+        #
+        # Removes `:response_format` key as it's a simulated feature not directly
+        # supported by Anthropic's API.
+        #
+        # @param value [Request, Hash, nil]
+        # @return [Hash, nil]
+        # @raise [ArgumentError] when value cannot be serialized
+        def serialize(value)
+          case value
+          when Request
+            # Response Format is a simulated feature, not directly supported by API
+            value.serialize.except(:response_format)
+          when Hash
+            value
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot serialize #{value.class}"
+          end
+        end
+
+        # @param value [Object]
+        # @return [Request, nil]
+        def deserialize(value)
+          cast(value)
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/options.rb b/lib/active_agent/providers/anthropic/options.rb
new file mode 100644
index 00000000..9010e339
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/options.rb
@@ -0,0 +1,58 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      class Options < Common::BaseModel
+        attribute :base_url,    :string,  default: "https://api.anthropic.com"
+        attribute :max_retries, :integer, default: 2
+        attribute :timeout,     :float,   default: 600.0
+
+        attribute :api_key,        :string
+        attribute :anthropic_beta, :string
+
+        # Common Interface Compatibility
+        alias_attribute :access_token, :api_key
+
+        def initialize(kwargs = {})
+          kwargs = kwargs.deep_symbolize_keys if kwargs.respond_to?(:deep_symbolize_keys)
+
+          super(**deep_compact(kwargs.except(:default_url_options).merge(
+            api_key: kwargs[:api_key] || resolve_access_token(kwargs),
+          )))
+        end
+
+        def serialize
+          super.except(:anthropic_beta).tap do |hash|
+            hash[:extra_headers] = extra_headers unless extra_headers.blank?
+          end
+        end
+
+        def extra_headers
+          deep_compact(
+            "anthropic-beta" => anthropic_beta.presence,
+          )
+        end
+
+        private
+
+        def resolve_access_token(kwargs)
+          kwargs[:api_key] ||
+            kwargs[:access_token] ||
+            anthropic_configuration_access_token ||
+            ENV["ANTHROPIC_ACCESS_TOKEN"] ||
+            ENV["ANTHROPIC_API_KEY"]
+        end
+
+        def anthropic_configuration_access_token
+          return nil unless defined?(::Anthropic)
+          ::Anthropic.configuration.access_token
+        rescue
+          nil
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/request.rb b/lib/active_agent/providers/anthropic/request.rb
new file mode 100644
index 00000000..4e0c09b4
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/request.rb
@@ -0,0 +1,109 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      class Request < Common::BaseModel
+        # Required parameters
+        attribute :model,      :string
+        attribute :messages,   Requests::Messages::MessagesType.new
+        attribute :max_tokens, :integer, fallback: 4096
+
+        # Optional parameters - Prompting
+        attribute :system,         Requests::Messages::SystemType.new
+        attribute :temperature,    :float
+        attribute :top_k,          :integer
+        attribute :top_p,          :float
+        attribute :stop_sequences, default: -> { [] } # Array of strings
+
+        # Optional parameters - Tools
+        attribute :tools       # Array of tool definitions
+        attribute :tool_choice, Requests::ToolChoice::ToolChoiceType.new
+
+        # Optional parameters - Thinking
+        attribute :thinking, Requests::ThinkingConfig::ThinkingConfigType.new
+
+        # Optional parameters - Streaming
+        attribute :stream, :boolean, default: false
+
+        # Optional parameters - Metadata
+        attribute :metadata, Requests::MetadataType.new
+
+        # Optional parameters - Context Management
+        attribute :context_management, Requests::ContextManagementConfigType.new
+
+        # Optional parameters - Container
+        attribute :container, Requests::ContainerParamsType.new
+
+        # Optional parameters - Service tier
+        attribute :service_tier, :string
+
+        # Optional parameters - MCP Servers
+        attribute :mcp_servers, default: -> { [] } # Array of MCP server definitions
+
+        # Common Format Compatibility
+        attribute :response_format, Requests::ResponseFormatType.new
+
+        # Validations for required fields
+        validates :model, :messages, :max_tokens, presence: true
+
+        # Validations for numeric parameters
+        validates :max_tokens,  numericality: { greater_than_or_equal_to: 1 },                          allow_nil: true
+        validates :temperature, numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+        validates :top_k,       numericality: { greater_than_or_equal_to: 0 },                           allow_nil: true
+        validates :top_p,       numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+
+        # Validations for specific values
+        validates :service_tier, inclusion: { in: %w[auto standard_only] }, allow_nil: true
+
+        # Custom validations
+        validate :validate_stop_sequences
+        validate :validate_tools_format
+        validate :validate_mcp_servers_format
+
+        # Common Format Compatibility
+        alias_attribute :instructions, :system
+
+        # Handle merging in the common format
+        def message=(value)
+          self.messages ||= []
+          self.messages << Requests::Messages::MessageType.new.cast(value)
+        end
+
+        private
+
+        def validate_stop_sequences
+          return if stop_sequences.nil? || stop_sequences.empty?
+
+          unless stop_sequences.is_a?(Array)
+            errors.add(:stop_sequences, "must be an array")
+          end
+        end
+
+        def validate_tools_format
+          return if tools.nil?
+
+          unless tools.is_a?(Array)
+            errors.add(:tools, "must be an array")
+          end
+        end
+
+        def validate_mcp_servers_format
+          return if mcp_servers.nil? || mcp_servers.empty?
+
+          unless mcp_servers.is_a?(Array)
+            errors.add(:mcp_servers, "must be an array")
+            return
+          end
+
+          if mcp_servers.length > 20
+            errors.add(:mcp_servers, "can have at most 20 servers")
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/_types.rb b/lib/active_agent/providers/anthropic/requests/_types.rb
new file mode 100644
index 00000000..5ed67f9c
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/_types.rb
@@ -0,0 +1,190 @@
+# frozen_string_literal: true
+
+require_relative "messages/_types"
+require_relative "thinking_config/_types"
+require_relative "tool_choice/_types"
+require_relative "tool_choice/_types"
+
+require_relative "container_params"
+require_relative "context_management_config"
+require_relative "metadata"
+require_relative "response_format"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        # ActiveModel type for casting and serializing ContainerParams objects.
+        #
+        # Supports string shortcut for container ID: `"container_id"` casts to `{ id: "container_id" }`.
+        class ContainerParamsType < ActiveModel::Type::Value
+          # @param value [ContainerParams, Hash, String, nil]
+          # @return [ContainerParams, nil]
+          # @raise [ArgumentError] when value cannot be cast
+          def cast(value)
+            case value
+            when ContainerParams
+              value
+            when Hash
+              ContainerParams.new(**value.deep_symbolize_keys)
+            when String
+              # Allow string as container ID shortcut
+              ContainerParams.new(id: value)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to ContainerParams"
+            end
+          end
+
+          # @param value [ContainerParams, Hash, nil]
+          # @return [Hash, nil]
+          # @raise [ArgumentError] when value cannot be serialized
+          def serialize(value)
+            case value
+            when ContainerParams
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          # @param value [Object]
+          # @return [ContainerParams, nil]
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # ActiveModel type for casting and serializing ContextManagementConfig objects.
+        class ContextManagementConfigType < ActiveModel::Type::Value
+          # @param value [ContextManagementConfig, Hash, nil]
+          # @return [ContextManagementConfig, nil]
+          # @raise [ArgumentError] when value cannot be cast
+          def cast(value)
+            case value
+            when ContextManagementConfig
+              value
+            when Hash
+              ContextManagementConfig.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to ContextManagementConfig"
+            end
+          end
+
+          # @param value [ContextManagementConfig, Hash, nil]
+          # @return [Hash, nil]
+          # @raise [ArgumentError] when value cannot be serialized
+          def serialize(value)
+            case value
+            when ContextManagementConfig
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          # @param value [Object]
+          # @return [ContextManagementConfig, nil]
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # ActiveModel type for casting and serializing Metadata objects.
+        class MetadataType < ActiveModel::Type::Value
+          # @param value [Metadata, Hash, nil]
+          # @return [Metadata, nil]
+          # @raise [ArgumentError] when value cannot be cast
+          def cast(value)
+            case value
+            when Metadata
+              value
+            when Hash
+              Metadata.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Metadata"
+            end
+          end
+
+          # @param value [Metadata, Hash, nil]
+          # @return [Hash, nil]
+          # @raise [ArgumentError] when value cannot be serialized
+          def serialize(value)
+            case value
+            when Metadata
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          # @param value [Object]
+          # @return [Metadata, nil]
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # ActiveModel type for casting and serializing ResponseFormat objects.
+        #
+        # @see ResponseFormat
+        class ResponseFormatType < ActiveModel::Type::Value
+          # @param value [ResponseFormat, Hash, nil]
+          # @return [ResponseFormat, nil]
+          # @raise [ArgumentError] when value cannot be cast
+          def cast(value)
+            case value
+            when ResponseFormat
+              value
+            when Hash
+              ResponseFormat.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to ResponseFormat"
+            end
+          end
+
+          # @param value [ResponseFormat, Hash, nil]
+          # @return [Hash, nil]
+          # @raise [ArgumentError] when value cannot be serialized
+          def serialize(value)
+            case value
+            when ResponseFormat
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          # @param value [Object]
+          # @return [ResponseFormat, nil]
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/container_params.rb b/lib/active_agent/providers/anthropic/requests/container_params.rb
new file mode 100644
index 00000000..c18d2c25
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/container_params.rb
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        # Container parameters for code execution and skills
+        class ContainerParams < Common::BaseModel
+          attribute :id,     :string
+          attribute :skills, default: -> { [] } # Array of skill specifications
+
+          validates :skills, length: { maximum: 8 }, allow_nil: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/content/base.rb b/lib/active_agent/providers/anthropic/requests/content/base.rb
new file mode 100644
index 00000000..be4a5779
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/content/base.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "sources/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Base class for all content items
+          class Base < Common::BaseModel
+            attribute :type, :string
+
+            validates :type, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/content/sources/base.rb b/lib/active_agent/providers/anthropic/requests/content/sources/base.rb
new file mode 100644
index 00000000..b483f979
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/content/sources/base.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Base class for all content sources
+            class Base < Common::BaseModel
+              attribute :type, :string
+
+              validates :type, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/context_management_config.rb b/lib/active_agent/providers/anthropic/requests/context_management_config.rb
new file mode 100644
index 00000000..7bfa079a
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/context_management_config.rb
@@ -0,0 +1,18 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        # Context management configuration
+        class ContextManagementConfig < Common::BaseModel
+          attribute :edits, default: -> { [] } # Array of edit configurations
+
+          validates :edits, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/_types.rb b/lib/active_agent/providers/anthropic/requests/messages/_types.rb
new file mode 100644
index 00000000..aef59548
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/_types.rb
@@ -0,0 +1,189 @@
+# frozen_string_literal: true
+
+# Load required dependencies
+require_relative "base"
+require_relative "user"
+require_relative "assistant"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Messages
+          # Type for Messages array
+          class MessagesType < ActiveModel::Type::Value
+            def initialize
+              super
+              @message_type = MessageType.new
+            end
+
+            def cast(value)
+              case value
+              when Array
+                value.map { |v| @message_type.cast(v) }
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Messages array"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                grouped = []
+
+                value.each do |message|
+                  if grouped.empty? || grouped.last.role != message.role
+                    grouped << message.deep_dup
+                  else
+                    grouped.last.content += message.content.deep_dup
+                  end
+                end
+
+                grouped.map { |v| @message_type.serialize(v) }
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for individual Message
+          class MessageType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Base
+                value
+              when String
+                User.new(content: value)
+              when Hash
+                hash = value.deep_symbolize_keys
+                role = hash[:role]&.to_sym
+
+                case role
+                when :user, nil
+                  User.new(**hash)
+                when :assistant
+                  Assistant.new(**hash)
+                else
+                  raise ArgumentError, "Unknown message role: #{role}"
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Message"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Base
+                hash = value.serialize
+                # Compress single text content to string
+                if hash[:content].is_a?(Array) && hash[:content].one? && hash[:content].first.is_a?(Hash) && hash[:content].first[:type] == "text"
+                  hash[:content] = hash[:content].first[:text]
+                end
+                hash
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for System content - converts strings to arrays of text blocks
+          class SystemType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Array
+                # Already an array - validate and return
+                value.map { |block| cast_system_block(block) }
+              when String
+                # Convert string to array of text blocks
+                [
+                  {
+                    type: "text",
+                    text: value
+                  }
+                ]
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to System content"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                serialized = value.map { |block| serialize_system_block(block) }
+                # Compress single text block to string
+                if serialized.one? && serialized.first.is_a?(Hash) && serialized.first[:type] == "text"
+                  serialized.first[:text]
+                else
+                  serialized
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+
+            private
+
+            def cast_system_block(value)
+              case value
+              when Content::Base
+                value
+              when String
+                Content::Text.new(text: value)
+              when Hash
+                hash = value.deep_symbolize_keys
+                type = hash[:type]&.to_sym
+
+                case type
+                when :text
+                  Content::Text.new(**hash)
+                else
+                  raise ArgumentError, "Unknown system block type: #{type}"
+                end
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to system block"
+              end
+            end
+
+            def serialize_system_block(value)
+              case value
+              when Content::Base
+                value.serialize
+              when Hash
+                value
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/assistant.rb b/lib/active_agent/providers/anthropic/requests/messages/assistant.rb
new file mode 100644
index 00000000..f56efb7b
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/assistant.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Messages
+          # Assistant message - messages sent by the model
+          class Assistant < Base
+            attribute :role, :string, as: "assistant"
+
+            # Content can be:
+            # - A string (shorthand for single text block)
+            # - An array of content blocks (text, thinking, tool_use, etc.)
+            validates :content, presence: true
+
+            drop_attributes :usage, :id, :model, :stop_reason, :stop_sequence, :type
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/base.rb b/lib/active_agent/providers/anthropic/requests/messages/base.rb
new file mode 100644
index 00000000..c45a5ac5
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/base.rb
@@ -0,0 +1,63 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Messages
+          # Base class for Anthropic messages.
+          #
+          # Provides common message structure and conversion utilities for
+          # Anthropic's message format, including content extraction.
+          class Base < Common::BaseModel
+            attribute :role, :string
+            attribute :content, Content::ContentsType.new
+
+            validates :role, presence: true, inclusion: { in: %w[user assistant] }
+
+            # Define content setter methods for different content types
+            %i[text image document].each do |content_type|
+              define_method(:"#{content_type}=") do |value|
+                self.content ||= []
+                self.content += [ { content_type => value } ]
+              end
+            end
+
+            # Converts to common format.
+            #
+            # @return [Hash] message in canonical format with role and text content
+            def to_common
+              {
+                role: role,
+                content: extract_text_content,
+                name: nil
+              }
+            end
+
+            private
+
+            # Extracts text content from Anthropic's content structure.
+            #
+            # @return [String] extracted text content
+            def extract_text_content
+              case content
+              when String
+                content
+              when Array
+                # Join all text blocks
+                content.select { |block| block.type == "text" }
+                       .map(&:text)
+                       .join("\n")
+              else
+                content.to_s
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/_types.rb b/lib/active_agent/providers/anthropic/requests/messages/content/_types.rb
new file mode 100644
index 00000000..49fbfdc5
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/_types.rb
@@ -0,0 +1,143 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "text"
+require_relative "image"
+require_relative "document"
+require_relative "tool_use"
+require_relative "tool_result"
+require_relative "thinking"
+require_relative "redacted_thinking"
+require_relative "search_result"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Type for contents array (always an array of content items)
+          class ContentsType < ActiveModel::Type::Value
+            def initialize
+              super
+              @content_type = ContentType.new
+            end
+
+            def cast(value)
+              case value
+              when String
+                # Convert string to array of text content
+                [ Text.new(text: value) ]
+              when Array
+                # Array of content items - cast each item
+                value.map { |item| @content_type.cast(item) }
+              when Hash
+                # Single hash becomes array with one content item
+                [ @content_type.cast(value) ]
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Contents array"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                serialized = value.map { |item| @content_type.serialize(item) }
+                # Compress single text item to string
+                if serialized.one? && serialized.first.is_a?(Hash) && serialized.first[:type] == "text"
+                  serialized.first[:text]
+                else
+                  serialized
+                end
+              when nil
+                nil
+              else
+                # Should not happen if cast is working correctly, but handle gracefully
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for individual content items
+          class ContentType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Base
+                # Already a Content object, return as-is
+                value
+              when Hash
+                hash = value.deep_symbolize_keys
+                type = hash[:type]&.to_sym
+
+                case type
+                when :text
+                  Text.new(**hash)
+                when :image
+                  Image.new(**hash)
+                when :document
+                  Document.new(**hash)
+                when :tool_use
+                  ToolUse.new(**hash)
+                when :tool_result
+                  ToolResult.new(**hash)
+                when :thinking
+                  Thinking.new(**hash)
+                when :redacted_thinking
+                  RedactedThinking.new(**hash)
+                when :search_result
+                  SearchResult.new(**hash)
+                when nil
+                  # No type specified - infer from keys present
+                  if hash.key?(:text)
+                    Text.new(**hash)
+                  elsif hash.key?(:image)
+                    # Move image key under source
+                    Image.new(**hash.merge(source: hash.extract!(:image)))
+                  elsif hash.key?(:document)
+                    # Move document key under source
+                    Document.new(**hash.merge(source: hash.extract!(:document)))
+                  else
+                    raise ArgumentError, "Cannot cast hash without type to Content: #{hash.inspect}"
+                  end
+                else
+                  raise ArgumentError, "Unknown content type: #{type}"
+                end
+              when String
+                # Plain text string becomes text content item
+                Text.new(text: value)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Content"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Base
+                value.serialize
+              when Hash
+                value
+              when String
+                { type: "text", text: value }
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class} as Content"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/base.rb b/lib/active_agent/providers/anthropic/requests/messages/content/base.rb
new file mode 100644
index 00000000..be4a5779
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/base.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "sources/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Base class for all content items
+          class Base < Common::BaseModel
+            attribute :type, :string
+
+            validates :type, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/document.rb b/lib/active_agent/providers/anthropic/requests/messages/content/document.rb
new file mode 100644
index 00000000..09fda009
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/document.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "sources/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Document content block
+          class Document < Base
+            attribute :type, :string, as: "document"
+            attribute :source, Sources::SourceType.new # Can be base64, text, url, or file
+            attribute :title, :string # Optional title
+            attribute :context, :string # Optional context
+            attribute :citations # Optional citations config
+            attribute :cache_control # Optional cache control
+
+            validates :source, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/image.rb b/lib/active_agent/providers/anthropic/requests/messages/content/image.rb
new file mode 100644
index 00000000..80c1404e
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/image.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "sources/_types"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Image content block
+          class Image < Base
+            attribute :type, :string, as: "image"
+            attribute :source, Sources::SourceType.new # Can be base64, url, or file
+            attribute :cache_control # Optional cache control
+
+            validates :source, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/redacted_thinking.rb b/lib/active_agent/providers/anthropic/requests/messages/content/redacted_thinking.rb
new file mode 100644
index 00000000..b89edc06
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/redacted_thinking.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Redacted thinking content block
+          class RedactedThinking < Base
+            attribute :type, :string, as: "redacted_thinking"
+            attribute :data, :string
+
+            validates :data, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/search_result.rb b/lib/active_agent/providers/anthropic/requests/messages/content/search_result.rb
new file mode 100644
index 00000000..1701771e
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/search_result.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Search result content block
+          class SearchResult < Base
+            attribute :type, :string, as: "search_result"
+            attribute :source, :string
+            attribute :title, :string
+            attribute :content # Array of text blocks
+            attribute :citations # Optional citations config
+            attribute :cache_control # Optional cache control
+
+            validates :source, presence: true
+            validates :title, presence: true
+            validates :content, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/_types.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/_types.rb
new file mode 100644
index 00000000..7a4b3748
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/_types.rb
@@ -0,0 +1,171 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "document_base64"
+require_relative "document_file"
+require_relative "document_text"
+require_relative "document_url"
+require_relative "image_base64"
+require_relative "image_file"
+require_relative "image_url"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Type for source objects (image/document sources)
+            class SourceType < ActiveModel::Type::Value
+              def cast(value)
+                case value
+                when Base
+                  # Already a Source object, return as-is
+                  value
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  type = hash[:type]&.to_sym
+
+                  case type
+                  when :base64
+                    # Determine if it's image or document based on media_type or context
+                    media_type = hash[:media_type]&.to_s
+                    if media_type&.start_with?("image/")
+                      ImageBase64.new(**hash)
+                    else
+                      DocumentBase64.new(**hash)
+                    end
+                  when :url
+                    # Could be either - default to image for now
+                    # Callers can be more specific by passing the right class
+                    ImageURL.new(**hash)
+                  when :file
+                    # Could be either - default to image for now
+                    ImageFile.new(**hash)
+                  when :text
+                    DocumentText.new(**hash)
+                  when nil
+                    # No type specified - try to infer
+                    infer_source_from_hash(hash)
+                  else
+                    raise ArgumentError, "Unknown source type: #{type}"
+                  end
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Source"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Base
+                  value.serialize
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+
+              private
+
+              def infer_source_from_hash(hash)
+                if hash.key?(:image)
+                  # Handle image key - detect URI or base64 data URI
+                  cast_image_source(hash[:image], hash)
+                elsif hash.key?(:document)
+                  # Handle document key - detect URI or base64 data URI
+                  cast_document_source(hash[:document], hash)
+                elsif hash.key?(:data) && hash.key?(:media_type)
+                  media_type = hash[:media_type]&.to_s
+                  if media_type&.start_with?("image/")
+                    ImageBase64.new(**hash.merge(type: "base64"))
+                  else
+                    DocumentBase64.new(**hash.merge(type: "base64"))
+                  end
+                elsif hash.key?(:url)
+                  ImageURL.new(**hash.merge(type: "url"))
+                elsif hash.key?(:file_id)
+                  ImageFile.new(**hash.merge(type: "file"))
+                elsif hash.key?(:text)
+                  DocumentText.new(**hash.merge(type: "text"))
+                else
+                  raise ArgumentError, "Cannot cast hash without type to Source: #{hash.inspect}"
+                end
+              end
+
+              def cast_image_source(image_value, original_hash)
+                case image_value
+                when String
+                  if uri?(image_value)
+                    # It's a URI/URL
+                    ImageURL.new(type: "url", url: image_value)
+                  elsif data_uri?(image_value)
+                    # It's a data URI (e.g., data:image/jpeg;base64,...)
+                    media_type, data = parse_data_uri(image_value)
+                    ImageBase64.new(type: "base64", media_type: media_type, data: data)
+                  else
+                    raise ArgumentError, "Cannot determine source type for image value: #{image_value.inspect}"
+                  end
+                else
+                  raise ArgumentError, "Expected String for image key, got #{image_value.class}"
+                end
+              end
+
+              def cast_document_source(file_value, original_hash)
+                case file_value
+                when String
+                  if uri?(file_value)
+                    # It's a URI/URL
+                    DocumentURL.new(type: "url", url: file_value)
+                  elsif data_uri?(file_value)
+                    # It's a data URI (e.g., data:application/pdf;base64,...)
+                    media_type, data = parse_data_uri(file_value)
+                    DocumentBase64.new(type: "base64", media_type: media_type, data: data)
+                  else
+                    raise ArgumentError, "Cannot determine source type for file value: #{file_value.inspect}"
+                  end
+                else
+                  raise ArgumentError, "Expected String for file key, got #{file_value.class}"
+                end
+              end
+
+              def uri?(value)
+                # Check if it looks like a URI (http://, https://, etc.)
+                value.match?(%r{\A(https?)://}i)
+              end
+
+              def data_uri?(value)
+                # Check if it's a data URI (data:...)
+                value.match?(/\Adata:/i)
+              end
+
+              def parse_data_uri(data_uri)
+                # Parse data URI format: data:mime/type;base64,encoded_data
+                match = data_uri.match(/\Adata:([^;,]+)(;base64)?,(.+)\z/i)
+                raise ArgumentError, "Invalid data URI format: #{data_uri[0..50]}..." unless match
+
+                media_type = match[1]
+                is_base64 = !match[2].nil?
+                data = match[3]
+
+                unless is_base64
+                  raise ArgumentError, "Only base64-encoded data URIs are supported: #{data_uri[0..50]}..."
+                end
+
+                [ media_type, data ]
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/base.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/base.rb
new file mode 100644
index 00000000..b483f979
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/base.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Base class for all content sources
+            class Base < Common::BaseModel
+              attribute :type, :string
+
+              validates :type, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_base64.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_base64.rb
new file mode 100644
index 00000000..a84d3e43
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_base64.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Base64-encoded document source
+            class DocumentBase64 < Base
+              attribute :type, :string, as: "base64"
+              attribute :media_type, :string
+              attribute :data, :string
+
+              validates :media_type, presence: true
+              validates :data, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_file.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_file.rb
new file mode 100644
index 00000000..1436dcfa
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_file.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # File-based document source
+            class DocumentFile < Base
+              attribute :type, :string, as: "file"
+              attribute :file_id, :string
+
+              validates :file_id, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_text.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_text.rb
new file mode 100644
index 00000000..d19fbbf4
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_text.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Text document source
+            class DocumentText < Base
+              attribute :type, :string, as: "text"
+              attribute :text, :string
+              attribute :media_type, :string
+
+              validates :text, presence: true
+              validates :media_type, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_url.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_url.rb
new file mode 100644
index 00000000..6120f72f
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/document_url.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # URL-based document source
+            class DocumentURL < Base
+              attribute :type, :string, as: "url"
+              attribute :url, :string
+
+              validates :url, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_base64.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_base64.rb
new file mode 100644
index 00000000..6ecd019e
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_base64.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # Base64-encoded image source
+            class ImageBase64 < Base
+              attribute :type, :string, as: "base64"
+              attribute :media_type, :string
+              attribute :data, :string
+
+              validates :media_type, presence: true, inclusion: {
+                in: %w[image/jpeg image/png image/gif image/webp]
+              }
+              validates :data, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_file.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_file.rb
new file mode 100644
index 00000000..93c6a24d
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_file.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # File-based image source
+            class ImageFile < Base
+              attribute :type, :string, as: "file"
+              attribute :file_id, :string
+
+              validates :file_id, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_url.rb b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_url.rb
new file mode 100644
index 00000000..8d031d40
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/sources/image_url.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          module Sources
+            # URL-based image source
+            class ImageURL < Base
+              attribute :type, :string, as: "url"
+              attribute :url, :string
+
+              validates :url, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/text.rb b/lib/active_agent/providers/anthropic/requests/messages/content/text.rb
new file mode 100644
index 00000000..fd0cbd59
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/text.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Text content block
+          class Text < Base
+            attribute :type, :string, as: "text"
+            attribute :text, :string
+            attribute :cache_control # Optional cache control
+
+            validates :text, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/thinking.rb b/lib/active_agent/providers/anthropic/requests/messages/content/thinking.rb
new file mode 100644
index 00000000..c3279f72
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/thinking.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Thinking content block
+          class Thinking < Base
+            attribute :type, :string, as: "thinking"
+            attribute :thinking, :string
+            attribute :signature, :string
+
+            validates :thinking, presence: true
+            validates :signature, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/tool_result.rb b/lib/active_agent/providers/anthropic/requests/messages/content/tool_result.rb
new file mode 100644
index 00000000..dc4ed9db
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/tool_result.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Tool result content block
+          class ToolResult < Base
+            attribute :type, :string, as: "tool_result"
+            attribute :tool_use_id, :string
+            attribute :content # String or array of content blocks
+            attribute :is_error, :boolean
+            attribute :cache_control # Optional cache control
+
+            validates :tool_use_id, presence: true, format: { with: /\A[a-zA-Z0-9_-]+\z/ }
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/content/tool_use.rb b/lib/active_agent/providers/anthropic/requests/messages/content/tool_use.rb
new file mode 100644
index 00000000..47ea78c7
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/content/tool_use.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Content
+          # Tool use content block
+          class ToolUse < Base
+            attribute :type, :string, as: "tool_use"
+            attribute :id, :string
+            attribute :name, :string
+            attribute :input # Object containing tool input
+            attribute :cache_control # Optional cache control
+
+            validates :id, presence: true, format: { with: /\A[a-zA-Z0-9_-]+\z/ }
+            validates :name, presence: true, length: { minimum: 1, maximum: 200 }
+            validates :input, presence: true
+
+            drop_attributes :json_buf
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/messages/user.rb b/lib/active_agent/providers/anthropic/requests/messages/user.rb
new file mode 100644
index 00000000..0ca4dab3
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/messages/user.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module Messages
+          # User message - messages sent by the user
+          class User < Base
+            attribute :role, :string, as: "user"
+
+            # Content can be:
+            # - A string (shorthand for single text block)
+            # - An array of content blocks (text, image, document, etc.)
+            validates :content, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/metadata.rb b/lib/active_agent/providers/anthropic/requests/metadata.rb
new file mode 100644
index 00000000..f07ece43
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/metadata.rb
@@ -0,0 +1,18 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        # Metadata about the request
+        class Metadata < Common::BaseModel
+          attribute :user_id, :string
+
+          validates :user_id, length: { maximum: 256 }, allow_nil: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/response_format.rb b/lib/active_agent/providers/anthropic/requests/response_format.rb
new file mode 100644
index 00000000..e8cd6c39
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/response_format.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        # Configures the response format for Anthropic API requests.
+        #
+        # Anthropic does not natively support response formats. This class emulates
+        # the feature using a lead-in assistant message and response parsing.
+        class ResponseFormat < Common::BaseModel
+          # @return [String] format type: "text" or "json_object"
+          attribute :type, :string, default: "text"
+
+          validates :type, inclusion: { in: %w[text json_object] }, allow_nil: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/thinking_config/_types.rb b/lib/active_agent/providers/anthropic/requests/thinking_config/_types.rb
new file mode 100644
index 00000000..fafae3be
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/thinking_config/_types.rb
@@ -0,0 +1,60 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "enabled"
+require_relative "disabled"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ThinkingConfig
+          # Type for ThinkingConfig
+          class ThinkingConfigType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Base
+                value
+              when Hash
+                hash = value.deep_symbolize_keys
+                type = hash[:type]&.to_sym
+
+                case type
+                when :enabled
+                  Enabled.new(**hash)
+                when :disabled
+                  Disabled.new(**hash)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Unknown thinking config type: #{type}"
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to ThinkingConfig"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Base
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/thinking_config/base.rb b/lib/active_agent/providers/anthropic/requests/thinking_config/base.rb
new file mode 100644
index 00000000..8b2430a1
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/thinking_config/base.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ThinkingConfig
+          # Base class for thinking configuration
+          class Base < Common::BaseModel
+            attribute :type, :string
+
+            validates :type, presence: true, inclusion: { in: %w[enabled disabled] }
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/thinking_config/disabled.rb b/lib/active_agent/providers/anthropic/requests/thinking_config/disabled.rb
new file mode 100644
index 00000000..0ad6545f
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/thinking_config/disabled.rb
@@ -0,0 +1,16 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ThinkingConfig
+          # Disabled thinking configuration
+          class Disabled < Base
+            attribute :type, :string, as: "disabled"
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/thinking_config/enabled.rb b/lib/active_agent/providers/anthropic/requests/thinking_config/enabled.rb
new file mode 100644
index 00000000..587d5741
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/thinking_config/enabled.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ThinkingConfig
+          # Enabled thinking configuration with budget
+          class Enabled < Base
+            attribute :type,          :string,  as: "enabled"
+            attribute :budget_tokens, :integer
+
+            validates :budget_tokens, presence: true
+            validates :budget_tokens, numericality: { greater_than_or_equal_to: 1024 }, allow_nil: false
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/_types.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/_types.rb
new file mode 100644
index 00000000..994efab2
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/_types.rb
@@ -0,0 +1,78 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "auto"
+require_relative "any"
+require_relative "tool"
+require_relative "none"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # Type for ToolChoice
+          class ToolChoiceType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Base
+                value
+              when Hash
+                hash = value.deep_symbolize_keys
+                type = hash[:type]&.to_sym
+
+                case type
+                when :auto
+                  Auto.new(**hash)
+                when :any
+                  Any.new(**hash)
+                when :tool
+                  Tool.new(**hash)
+                when :none
+                  None.new(**hash)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Unknown tool choice type: #{type}"
+                end
+              when String, Symbol
+                # Allow string shortcuts like "auto", "any", "none"
+                case value.to_sym
+                when :auto
+                  Auto.new
+                when :any
+                  Any.new
+                when :none
+                  None.new
+                else
+                  raise ArgumentError, "Unknown tool choice: #{value}"
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to ToolChoice"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Base
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/any.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/any.rb
new file mode 100644
index 00000000..ce4d29a9
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/any.rb
@@ -0,0 +1,17 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # Any tool choice - model will use any available tools
+          class Any < Base
+            attribute :type,                      :string,  as: "any"
+            attribute :disable_parallel_tool_use, :boolean
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/auto.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/auto.rb
new file mode 100644
index 00000000..36acb912
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/auto.rb
@@ -0,0 +1,17 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # Auto tool choice - model decides whether to use tools
+          class Auto < Base
+            attribute :type,                      :string,  as: "auto"
+            attribute :disable_parallel_tool_use, :boolean
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/base.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/base.rb
new file mode 100644
index 00000000..5da70bf7
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/base.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # Base class for tool choice configurations
+          class Base < Common::BaseModel
+            attribute :type, :string
+
+            validates :type, presence: true, inclusion: { in: %w[auto any tool none] }
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/none.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/none.rb
new file mode 100644
index 00000000..4150da23
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/none.rb
@@ -0,0 +1,16 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # None tool choice - model will not use tools
+          class None < Base
+            attribute :type, :string, as: "none"
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic/requests/tool_choice/tool.rb b/lib/active_agent/providers/anthropic/requests/tool_choice/tool.rb
new file mode 100644
index 00000000..1e9b7efd
--- /dev/null
+++ b/lib/active_agent/providers/anthropic/requests/tool_choice/tool.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Anthropic
+      module Requests
+        module ToolChoice
+          # Tool choice - model will use the specified tool
+          class Tool < Base
+            attribute :type,                      :string, as: "tool"
+            attribute :name,                      :string
+            attribute :disable_parallel_tool_use, :boolean
+
+            validates :name, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/anthropic_provider.rb b/lib/active_agent/providers/anthropic_provider.rb
new file mode 100644
index 00000000..3dccb038
--- /dev/null
+++ b/lib/active_agent/providers/anthropic_provider.rb
@@ -0,0 +1,222 @@
+# lib/active_agent/providers/anthropic_provider.rb
+
+require_relative "_base_provider"
+
+require_gem!(:anthropic, __FILE__)
+
+require_relative "anthropic/_types"
+
+module ActiveAgent
+  module Providers
+    # Provider implementation for Anthropic's Claude models.
+    #
+    # Handles communication with Anthropic's API, including message creation,
+    # streaming responses, and tool/function calling. Supports Claude's unique
+    # features like thinking mode and content blocks.
+    #
+    # @see BaseProvider
+    class AnthropicProvider < BaseProvider
+      # @todo Add support for Anthropic::BedrockClient and Anthropic::VertexClient
+      # @return [Anthropic::Client]
+      def client
+        ::Anthropic::Client.new(**options.serialize)
+      end
+
+      protected
+
+      # Prepares the request and handles tool choice cleanup.
+      #
+      # Removes forced tool choice from subsequent requests to prevent endless looping
+      # when the tool has already been used in the conversation.
+      #
+      # @return [Request]
+      def prepare_prompt_request
+        prepare_prompt_request_tools
+        prepare_prompt_request_response_format
+
+        super
+      end
+
+      # @api private
+      def prepare_prompt_request_tools
+        return unless request.tool_choice
+
+        functions_used = message_stack.pluck(:content).flatten.select { it[:type] == "tool_use" }.pluck(:name)
+
+        if (request.tool_choice.type == "any" && functions_used.any?) ||
+          (request.tool_choice.type == "tool" && functions_used.include?(request.tool_choice.name))
+
+          instrument("tool_choice_removed.provider.active_agent")
+          request.tool_choice = nil
+        end
+      end
+
+      # @api private
+      def prepare_prompt_request_response_format
+        return unless request.response_format&.type == "json_object"
+
+        self.message_stack.push({
+          role:    "assistant",
+          content: "Here is the JSON requested:\n{"
+        })
+      end
+
+      # Executes the prompt request via Anthropic's API.
+      #
+      # @param parameters [Hash]
+      # @return [Object, nil] response object for non-streaming requests, nil for streaming
+      def api_prompt_execute(parameters)
+        unless parameters[:stream]
+          instrument("api_request.provider.active_agent", model: parameters[:model], streaming: false)
+          client.messages.create(**parameters)
+        else
+          instrument("api_request.provider.active_agent", model: parameters[:model], streaming: true)
+          client.messages.stream(**parameters.except(:stream)).each(&parameters[:stream])
+          nil
+        end
+        # rescue ::Anthropic::Error => exception
+        #   raise exception.cause if exception.cause
+        #   raise exception
+      end
+
+      # Processes streaming response chunks from Anthropic's API.
+      #
+      # Handles various chunk types including message creation, content blocks,
+      # deltas for text and tool use, and completion events.
+      #
+      # @param api_response_chunk [Object]
+      # @return [void]
+      def process_stream_chunk(api_response_chunk)
+        api_response_chunk = api_response_chunk.as_json.deep_symbolize_keys
+        chunk_type = api_response_chunk[:type].to_sym
+
+        instrument("stream_chunk_processing.provider.active_agent", chunk_type:)
+
+        broadcast_stream_open
+
+        case chunk_type
+        # Message Created
+        when :message_start
+          api_message = api_response_chunk.fetch(:message)
+          self.message_stack.push(api_message)
+          broadcast_stream_update(message_stack.last)
+
+        # -> Content Block Create
+        when :content_block_start
+          api_content = api_response_chunk.fetch(:content_block)
+          self.message_stack.last[:content].push(api_content)
+          broadcast_stream_update(message_stack.last, api_content[:text])
+
+        # -> -> Content Block Append
+        when :content_block_delta
+          index     = api_response_chunk.fetch(:index)
+          content   = self.message_stack.last[:content][index]
+          api_delta = api_response_chunk.fetch(:delta)
+
+          case (delta_type = api_delta[:type].to_sym)
+          # -> -> -> Content Text Append
+          when :text_delta
+            content[:text] += api_delta[:text]
+            broadcast_stream_update(message_stack.last, api_delta[:text])
+
+          # -> -> -> Content Function Call Append
+          when :input_json_delta
+            # No-Op; Wait for Function call to be complete
+          when :thinking_delta, :signature_delta
+            # TODO: Add with thinking rendering support
+          else
+            fail "Unexpected Delta Type #{delta_type}"
+          end
+        # -> Content Block Completed [Full Block]
+        when :content_block_stop
+          index       = api_response_chunk.fetch(:index)
+          api_content = api_response_chunk.fetch(:content_block)
+          self.message_stack.last[:content][index] = api_content
+
+        # Message Delta
+        when :message_delta
+          self.message_stack.last.merge!(api_response_chunk.fetch(:delta))
+
+        # Message Completed [Full Message]
+        when :message_stop
+          self.message_stack[-1] = api_response_chunk.fetch(:message)
+
+          # Once we are finished, close out and run tooling callbacks (Recursive)
+          process_prompt_finished if message_stack.last[:stop_reason]
+        when :ping
+          # No-Op Keep Awake
+        when :overloaded_error
+          # TODO: https://docs.claude.com/en/docs/build-with-claude/streaming#error-events
+        else
+          # No-Op: Looks like internal tracking from gem wrapper
+          return if api_response_chunk.key?(:snapshot)
+          fail "Unexpected Chunk Type: #{api_response_chunk[:type]}"
+        end
+      end
+
+      # Processes function/tool calls from the API response.
+      #
+      # Executes each tool call and creates a user message with the results
+      # for the next iteration of the conversation.
+      #
+      # @param api_function_calls [Array<Hash>]
+      # @return [void]
+      def process_function_calls(api_function_calls)
+        content = api_function_calls.map do |api_function_call|
+          process_tool_call_function(api_function_call)
+        end
+
+        message = Anthropic::Requests::Messages::User.new(content:)
+
+        message_stack.push(message.serialize)
+      end
+
+      # Executes a single tool call and returns the result.
+      #
+      # @param api_function_call [Hash] with :name, :input, and :id keys
+      # @return [Anthropic::Requests::Content::ToolResult]
+      def process_tool_call_function(api_function_call)
+        instrument("tool_execution.provider.active_agent", tool_name: api_function_call[:name])
+
+        results = tools_function.call(
+          api_function_call[:name], **api_function_call[:input]
+        )
+
+        Anthropic::Requests::Content::ToolResult.new(
+          tool_use_id: api_function_call[:id],
+          content:     results.to_json,
+        )
+      end
+
+      # Extracts messages from the completed API response.
+      #
+      # @param api_response [Object]
+      # @return [Array<Hash>, nil]
+      def process_prompt_finished_extract_messages(api_response)
+        return unless api_response
+
+        message = api_response.as_json.deep_symbolize_keys
+
+        if request.response_format&.type == "json_object"
+          request.messages.pop # Remove the `Here is the JSON requested:\n{` lead in message
+          message[:content][0][:text] = "{#{message[:content][0][:text]}" # Merge in `{` prefix
+        end
+
+        [ message ]
+      end
+
+      # Extracts function calls from the message stack.
+      #
+      # Looks for tool_use content blocks and processes any JSON buffers into proper input parameters.
+      #
+      # @return [Array<Hash>] function call hashes with :name, :input, and :id keys
+      def process_prompt_finished_extract_function_calls
+        message_stack.pluck(:content).flatten.select { it in { type: "tool_use" } }.map do |api_function_call|
+          json_buf = api_function_call.delete(:json_buf)
+          api_function_call[:input] = JSON.parse(json_buf, symbolize_names: true) if json_buf
+          api_function_call
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/_types.rb b/lib/active_agent/providers/common/messages/_types.rb
new file mode 100644
index 00000000..09149db0
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/_types.rb
@@ -0,0 +1,124 @@
+# frozen_string_literal: true
+
+require_relative "user"
+require_relative "assistant"
+require_relative "tool"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        module Types
+          # Type for a single Message
+          class MessageType < ActiveModel::Type::Value
+            def cast(value)
+              cast_message(value)
+            end
+
+            def serialize(value)
+              serialize_message(value)
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+
+            private
+
+            def cast_message(value)
+              case value
+              when Common::Messages::Base
+                value
+              when String
+                # Convert bare strings to user messages
+                Common::Messages::User.new(content: value)
+              when Hash
+                hash = value.deep_symbolize_keys
+                role = hash[:role]&.to_s
+
+                case role
+                when "system"
+                  nil # System messages are dropped in common format, replaced by Instructions
+                when "user", nil
+                  # Handle both standard format and format with `text` key
+                  if hash[:text] && !hash[:content]
+                    Common::Messages::User.new(content: hash[:text])
+                  else
+                    # Filter to only known attributes for User
+                    filtered_hash = hash.slice(:role, :content, :name)
+                    Common::Messages::User.new(**filtered_hash.merge(role: "user"))
+                  end
+                when "assistant"
+                  # Filter to only known attributes for Assistant
+                  filtered_hash = hash.slice(:role, :content, :name)
+                  Common::Messages::Assistant.new(**filtered_hash)
+                when "tool"
+                  # Filter to only known attributes for Tool
+                  filtered_hash = hash.slice(:role, :content, :tool_call_id)
+                  Common::Messages::Tool.new(**filtered_hash)
+                else
+                  raise ArgumentError, "Unknown message role: #{role}"
+                end
+              else
+                # Check if the value responds to to_common (provider-specific message)
+                if value.respond_to?(:to_common)
+                  cast_message(value.to_common)
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Message"
+                end
+              end
+            end
+
+            def serialize_message(value)
+              case value
+              when nil
+                nil
+              when Common::Messages::Base
+                value.to_h
+              when Hash
+                value
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+          end
+
+          # Type for Messages array
+          class MessagesType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Array
+                value.map { |v| message_type.cast(v) }.compact
+              when nil
+                []
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Messages array"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                value.map { |v| message_type.serialize(v) }.compact
+              when nil
+                []
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+
+            private
+
+            def message_type
+              @message_type ||= MessageType.new
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/assistant.rb b/lib/active_agent/providers/common/messages/assistant.rb
new file mode 100644
index 00000000..e09aa422
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/assistant.rb
@@ -0,0 +1,57 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        # Represents messages sent by the AI assistant in a conversation.
+        class Assistant < Base
+          attribute :role, :string, as: "assistant"
+          attribute :content, :string
+          attribute :name, :string
+
+          validates :content, presence: true
+
+          # Extracts and parses JSON object or array from message content.
+          #
+          # Searches for the first occurrence of `{` or `[` and last occurrence of `}` or `]`,
+          # then parses the content between them. Useful for extracting structured data from
+          # assistant messages that may contain additional text around the JSON.
+          #
+          # @param symbolize_names [Boolean] whether to symbolize hash keys
+          # @param normalize_names [Symbol, nil] key normalization method (e.g., :underscore)
+          # @return [Hash, Array, nil] parsed JSON structure or nil if parsing fails
+          def parsed_json(symbolize_names: true, normalize_names: :underscore)
+            start_char       = [ content.index("{"),  content.index("[") ].compact.min
+            end_char         = [ content.rindex("}"), content.rindex("]") ].compact.max
+            content_stripped = content[start_char..end_char] if start_char && end_char
+            return unless content_stripped
+
+            content_parsed = JSON.parse(content_stripped)
+
+            transform_hash = ->(hash) do
+              next if hash.nil?
+
+              hash = hash.deep_transform_keys(&normalize_names) if normalize_names
+              hash = hash.deep_symbolize_keys if symbolize_names
+              hash
+            end
+
+            case content_parsed
+            when Hash  then transform_hash.call(content_parsed)
+            when Array then content_parsed.map { |item| item.is_a?(Hash) ? transform_hash.call(item) : item }
+            else content_parsed
+            end
+          rescue JSON::ParserError
+            nil
+          end
+
+          alias_method :json_object, :parsed_json
+          alias_method :parse_json,  :parsed_json
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/base.rb b/lib/active_agent/providers/common/messages/base.rb
new file mode 100644
index 00000000..dcb8209d
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/base.rb
@@ -0,0 +1,17 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        class Base < Common::BaseModel
+          attribute :role, :string
+
+          validates :role, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/system.rb b/lib/active_agent/providers/common/messages/system.rb
new file mode 100644
index 00000000..b871795b
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/system.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        # System message - provides instructions and context to the AI
+        class System < Base
+          attribute :role, :string, as: "system"
+          attribute :content, :string # Text content
+          attribute :name, :string # Optional name for the system message
+
+          validates :content, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/tool.rb b/lib/active_agent/providers/common/messages/tool.rb
new file mode 100644
index 00000000..364a585f
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/tool.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        # Tool message - messages containing tool call results
+        class Tool < Base
+          attribute :role, :string, as: "tool"
+          attribute :content, :string # Tool result content
+          attribute :tool_call_id, :string # ID of the tool call this is responding to
+          attribute :name, :string # Optional name of the tool
+
+          validates :content, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/messages/user.rb b/lib/active_agent/providers/common/messages/user.rb
new file mode 100644
index 00000000..93e02519
--- /dev/null
+++ b/lib/active_agent/providers/common/messages/user.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        # Represents a message sent by the user in a conversation
+        class User < Base
+          attribute :role, :string, as: "user"
+          attribute :content, :string
+          attribute :name, :string
+
+          validates :content, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/model.rb b/lib/active_agent/providers/common/model.rb
new file mode 100644
index 00000000..9721a313
--- /dev/null
+++ b/lib/active_agent/providers/common/model.rb
@@ -0,0 +1,316 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Common
+      # BaseModel provides a foundation for structured data models with compressed serialization support.
+      #
+      # This class extends ActiveModel functionality to provide:
+      # - Attribute definition with default values
+      # - Compressed hash serialization (excludes default values)
+      # - Required attribute tracking
+      # - Deep compaction of nested structures
+      #
+      # == Example
+      #
+      #   class Message < BaseModel
+      #     attribute :role, :string, as: "user"
+      #     attribute :type, :string, default: "plain/text"
+      #     attribute :content, :string
+      #   end
+      #
+      #   message = Message.new(content: "Hello")
+      #   message.to_h      #=> { role: "user", type: "plain/text", content: "Hello" }
+      #   message.serialize #=> { role: "user", content: "Hello" }
+      class BaseModel
+        include ActiveModel::Model
+        include ActiveModel::Attributes
+
+        # Returns the set of required attribute names that must be included in compressed output.
+        #
+        # Required attributes are those defined with the +as+ option, which establishes
+        # a default value that should always be serialized.
+        #
+        # @return [Set<String>] set of required attribute names
+        def self.required_attributes
+          @required_attributes ||= Set.new
+        end
+
+        # Ensures subclasses get their own required_attributes set.
+        #
+        # @param subclass [Class] the inheriting class
+        # @return [void]
+        def self.inherited(subclass)
+          super
+          subclass.instance_variable_set(:@required_attributes, required_attributes.dup)
+        end
+
+        # Defines an attribute on the model with special handling for default values.
+        #
+        # @param name [Symbol, String] the name of the attribute
+        # @param type [Class, nil] the type of the attribute (optional)
+        # @param options [Hash] additional options for the attribute
+        # @option options [Object] :as A default value that makes the attribute read-only.
+        #   When set, attempts to assign a different value will raise an ArgumentError.
+        #   This attribute will be included in the compressed hash representation.
+        # @option options [Object] :fallback A default value for the attribute.
+        #   This attribute will be included in the compressed hash representation.
+        #
+        # @raise [ArgumentError] if attempting to set a value different from the :as default
+        #
+        # @example Define a read-only attribute with a default value
+        #   attribute :role, :string, as: "user"
+        #
+        # @example Define an attribute with a fallback value
+        #   attribute :temperature, :float, fallback: 0.7
+        #
+        # @example Define a regular attribute
+        #   attribute :messages, :array
+        def self.attribute(name, type = nil, **options)
+          if options.key?(:as)
+            default_value = options.delete(:as)
+            super(name, type, default: default_value, **options)
+
+            # Track this attribute as required (must be included in compressed hash)
+            required_attributes << name.to_s
+
+            define_method("#{name}=") do |value|
+              normalized_value   = value.is_a?(String)         ? value.to_sym         : value
+              normalized_default = default_value.is_a?(String) ? default_value.to_sym : default_value
+
+              next if normalized_value == normalized_default
+
+              raise ArgumentError, "Cannot set '#{name}' attribute (read-only with default value)"
+            end
+          elsif options.key?(:fallback)
+            default_value = options.delete(:fallback)
+            super(name, type, default: default_value, **options)
+
+            # Track this attribute as required (must be included in compressed hash)
+            required_attributes << name.to_s
+          else
+            super(name, type, **options)
+          end
+        end
+
+        # Delegates attribute accessors to another object.
+        #
+        # Creates getter and setter methods that forward to the specified target object.
+        # If the target is nil when setting, an empty hash is initialized.
+        #
+        # @param attributes [Array<Symbol>] attribute names to delegate
+        # @param to [Symbol] the target method/attribute name
+        #
+        # @example
+        #   delegate_attributes :temperature, :max_tokens, to: :options
+        def self.delegate_attributes(*attributes, to:)
+          attributes.each do |attribute|
+            define_method(attribute) do
+              public_send(to)&.public_send(attribute)
+            end
+
+            define_method("#{attribute}=") do |value|
+              public_send("#{to}=", {}) if public_send(to).nil?
+
+              public_send(to).public_send("#{attribute}=", value)
+            end
+          end
+        end
+
+        # Sometimes we need drop attributes during message response to request construction or
+        # between inherited providers which support different attributes.
+        def self.drop_attributes(*attributes)
+          attributes.each do |attribute|
+            define_method("#{attribute}=") do |value|
+              # No-Op: Drop the value
+            end
+          end
+        end
+
+        # Returns all attribute keys including aliases.
+        #
+        # Combines both the main attribute type keys and any attribute aliases,
+        # ensuring all possible attribute names are represented as symbols.
+        #
+        # @return [Array<Symbol>] array of all attribute keys
+        def self.keys
+          (attribute_types.keys.map(&:to_sym) | attribute_aliases.keys.map(&:to_sym))
+        end
+
+        # Initializes a new instance with the given attributes.
+        #
+        # Settings can be provided as a hash or keyword arguments. Hash keys are
+        # sorted to prioritize nested objects during initialization for backwards compatibility.
+        # A special internal key `__default_values` can be passed to get an instance with
+        # only default values without any overrides.
+        #
+        # @param kwargs [Hash] attribute hash to initialize with
+        # @return [void]
+        def initialize(kwargs = {})
+          # To allow us to get a list of attribute defaults without initialized overrides
+          return super(nil) if kwargs.key?(:'__default_values')
+
+          # Backwards Compatibility: This sorts object construction to the top to protect the assignment
+          #   of backward compatibility assignments.
+          kwargs = kwargs.sort_by { |k, v| v.is_a?(Hash) ? 0 : 1 }.to_h if kwargs.is_a?(Hash)
+
+          super(kwargs)
+        end
+
+        # Merges the given attributes into the current instance.
+        #
+        # Only attributes with corresponding setter methods are updated.
+        # Keys are symbolized before merging.
+        #
+        # @param kwargs [Hash] attribute keyword arguments to merge
+        # @return [BaseModel] self for method chaining
+        def merge!(kwargs = {})
+          kwargs.deep_symbolize_keys.each do |key, value|
+            public_send("#{key}=", value) if respond_to?("#{key}=")
+          end
+
+          self
+        end
+
+        # Recursively removes nil values and empty collections from a hash.
+        #
+        # Nested hashes and arrays are processed recursively. Empty hashes and
+        # arrays after compaction are also removed.
+        #
+        # @param hash [Hash, nil] hash to compact
+        # @param kwargs [Hash] hash as keyword arguments
+        # @return [Hash] compacted hash
+        #
+        # @example
+        #   deep_compact({ a: 1, b: nil, c: { d: nil, e: 2 } })
+        #   #=> { a: 1, c: { e: 2 } }
+        def deep_compact(kwargs = {})
+          kwargs.each_with_object({}) do |(key, value), result|
+            compacted_value = case value
+            when Hash
+              deep_compacted = deep_compact(value)
+              deep_compacted unless deep_compacted.empty?
+            when Array
+              compacted_array = value.map { |v| v.is_a?(Hash) ? deep_compact(v) : v }.compact
+              compacted_array unless compacted_array.empty?
+            else
+              value
+            end
+
+            result[key] = compacted_value unless compacted_value.nil?
+          end
+        end
+
+        # Converts the model to a hash representation.
+        #
+        # Recursively converts nested BaseModel instances and arrays to hashes.
+        # Nil values and empty collections are removed via deep_compact.
+        #
+        # @return [Hash] hash representation of all attributes
+        #
+        # @example
+        #   message.to_hash
+        #   #=> { role: "user", content: "Hello", metadata: { id: 1 } }
+        def to_hash
+          deep_compact(attribute_names.each_with_object({}) do |name, hash|
+            value = public_send(name)
+
+            hash[name.to_sym] = case value
+            when BaseModel then value.to_hash
+            when Array     then value.map { it.is_a?(BaseModel) ? it.to_hash : it }
+            else
+              value
+            end
+          end)
+        end
+
+        # Alias for {#to_hash}.
+        #
+        # @return [Hash] hash representation of all attributes
+        # @see #to_hash
+        def to_h = to_hash
+
+        # Creates a deep duplicate of the model.
+        #
+        # Duplicates the model instance and recursively duplicates any array or hash attributes
+        # to ensure complete independence from the original object.
+        #
+        # @return [BaseModel] deep duplicate of the model
+        def deep_dup
+          dup.tap do |duplicated|
+            attribute_names.each do |name|
+              value = public_send(name)
+              next if value.nil?
+
+              duplicated.public_send("#{name}=", case value
+              when Array
+                value.map { |v| v.respond_to?(:deep_dup) ? v.deep_dup : v.dup rescue v }
+              when Hash
+                value.deep_dup
+              when BaseModel
+                value.deep_dup
+              else
+                value.dup rescue value
+              end)
+            end
+          end
+        end
+
+        # Serializes the model using attribute type serializers.
+        #
+        # Iterates through each attribute and uses its ActiveModel::Type serializer
+        # to convert the value to its serialized form. This provides a consistent
+        # serialization path that respects custom type logic.
+        #
+        # @return [Hash] serialized representation with compressed values
+        def serialize
+          default_values = self.class.new(__default_values: true).attributes
+          required_attrs = self.class.required_attributes
+
+          deep_compact(attribute_names.each_with_object({}) do |name, hash|
+            value = public_send(name)
+
+            # Always include required attributes (those defined with 'as' option)
+            # or attributes that differ from their default value
+            next if value == default_values[name] && !required_attrs.include?(name)
+
+            # Use the attribute's type serializer
+            attr_type = self.class.attribute_types[name]
+            hash[name.to_sym] = attr_type.serialize(value)
+          end)
+        end
+
+        # Returns a string representation for inspection.
+        #
+        # Provides a readable view of the model showing the class name and non-default attributes
+        # in a format similar to standard Ruby object inspection.
+        #
+        # @return [String] formatted string representation
+        # @see #serialize
+        #
+        # @example
+        #   message = Message.new(role: "user", content: "Hello")
+        #   message.inspect
+        #   #=> "#<Message role: \"user\", content: \"Hello\">"
+        def inspect
+          attrs = JSON.pretty_generate(serialize, {
+            space: " ",
+            indent: "  ",
+            object_nl: "\n",
+            array_nl: "\n"
+          }).lines.drop(1).join.chomp.sub(/\}\z/, "").strip
+
+          return "#<#{self.class.name}>" if attrs.empty?
+
+          "#<#{self.class.name} {\n  #{attrs}\n}>"
+        end
+
+        # Returns a pretty-printed string representation.
+        #
+        # @return [String] formatted string representation
+        # @see #inspect
+        alias_method :to_s, :inspect
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/response.rb b/lib/active_agent/providers/common/response.rb
new file mode 100644
index 00000000..7cfa34c6
--- /dev/null
+++ b/lib/active_agent/providers/common/response.rb
@@ -0,0 +1,13 @@
+# frozen_string_literal: true
+
+require_relative "responses/prompt"
+require_relative "responses/embed"
+
+module ActiveAgent
+  module Providers
+    module Common
+      PromptResponse = Responses::Prompt
+      EmbedResponse  = Responses::Embed
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/responses/_types.rb b/lib/active_agent/providers/common/responses/_types.rb
new file mode 100644
index 00000000..b65c0746
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/_types.rb
@@ -0,0 +1,51 @@
+# frozen_string_literal: true
+
+require_relative "../messages/_types"
+
+require_relative "format"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Responses
+        module Types
+          # Type for Messages array - delegates to the shared common messages type
+          class MessagesType < Common::Messages::Types::MessagesType
+          end
+
+          class FormatType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when BaseModel
+                Responses::Format.new(**value.serialize)
+              when Hash
+                Responses::Format.new(**value.deep_symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Format"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Format
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/responses/base.rb b/lib/active_agent/providers/common/responses/base.rb
new file mode 100644
index 00000000..d9940675
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/base.rb
@@ -0,0 +1,151 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Responses
+        # Base response model for provider responses.
+        #
+        # This class represents the standard response structure from AI providers
+        # across different services (OpenAI, Anthropic, etc.). It provides a unified
+        # interface for accessing response data, usage statistics, and request context.
+        #
+        # @abstract Subclass and override {#usage} if provider uses non-standard format
+        #
+        # @note This is a base class. Use specialized subclasses for specific response types:
+        #   - {Prompt} for conversational/completion responses with messages
+        #   - {Embed} for embedding responses with vector data
+        #
+        # @example Accessing response data
+        #   response = agent.prompt.generate_now
+        #   response.success?         #=> true
+        #   response.usage            #=> { "prompt_tokens" => 10, "completion_tokens" => 20 }
+        #   response.total_tokens     #=> 30
+        #
+        # @example Inspecting raw provider data
+        #   response.raw_request      #=> { "model" => "gpt-4", "messages" => [...] }
+        #   response.raw_response     #=> { "id" => "chatcmpl-...", "choices" => [...] }
+        #
+        # @see Prompt
+        # @see Embed
+        # @see BaseModel
+        class Base < BaseModel
+          # @!attribute [r] context
+          #   The original context that was sent to the provider.
+          #
+          #   Contains structured information about the request including instructions,
+          #   messages, tools, and other configuration passed to the LLM.
+          #
+          #   @return [Hash] the request context
+          attribute :context, writable: false
+
+          # @!attribute [r] raw_request
+          #   The most recent request in provider-specific format.
+          #
+          #   Contains the actual API request payload sent to the provider,
+          #   useful for debugging and logging.
+          #
+          #   @return [Hash] the provider-formatted request
+          attribute :raw_request, writable: false
+
+          # @!attribute [r] raw_response
+          #   The most recent response in provider-specific format.
+          #
+          #   Contains the raw API response from the provider, including all
+          #   metadata, usage stats, and provider-specific fields.
+          #
+          #   @return [Hash] the provider-formatted response
+          attribute :raw_response, writable: false
+
+          # Initializes a new response object with deep-duplicated attributes.
+          #
+          # Deep duplication ensures that the response object maintains its own
+          # independent copy of the data, preventing external modifications from
+          # affecting the response's internal state.
+          #
+          # @param kwargs [Hash] response attributes
+          # @option kwargs [Hash] :context the original request context
+          # @option kwargs [Hash] :raw_request the provider-formatted request
+          # @option kwargs [Hash] :raw_response the provider-formatted response
+          #
+          # @return [Base] the initialized response object
+          def initialize(kwargs = {})
+            super(kwargs.deep_dup) # Ensure that userland can't fuck with our memory space
+          end
+
+          # Extracts instructions from the context.
+          #
+          # @return [String, Array<Hash>, nil] the instructions that were sent to the provider
+          def instructions
+            context[:instructions]
+          end
+
+          # Indicates whether the generation request was successful.
+          #
+          # @todo Better handling of failure flows
+          #
+          # @return [Boolean] true if successful, false otherwise
+          def success?
+            true
+          end
+
+          # Extracts usage statistics from the raw response.
+          #
+          # Most providers (OpenAI, Anthropic, etc.) return usage data in a
+          # standardized format within the response. This method extracts that
+          # information for token counting and billing purposes.
+          #
+          # @return [Hash, nil] usage statistics hash with keys like "prompt_tokens",
+          #   "completion_tokens", and "total_tokens", or nil if not available
+          #
+          # @example Usage data structure
+          #   {
+          #     "prompt_tokens" => 10,
+          #     "completion_tokens" => 20,
+          #     "total_tokens" => 30
+          #   }
+          def usage
+            return nil unless raw_response
+
+            # Most providers store usage in the same format
+            if raw_response.is_a?(Hash) && raw_response["usage"]
+              raw_response["usage"]
+            end
+          end
+
+          # Extracts the number of tokens used in the prompt/input.
+          #
+          # @return [Integer, nil] number of prompt tokens used, or nil if unavailable
+          #
+          # @example
+          #   response.prompt_tokens #=> 10
+          def prompt_tokens
+            usage&.dig("prompt_tokens")
+          end
+
+          # Extracts the number of tokens used in the completion/output.
+          #
+          # @return [Integer, nil] number of completion tokens used, or nil if unavailable
+          #
+          # @example
+          #   response.completion_tokens #=> 20
+          def completion_tokens
+            usage&.dig("completion_tokens")
+          end
+
+          # Extracts the total number of tokens used (prompt + completion).
+          #
+          # @return [Integer, nil] total number of tokens used, or nil if unavailable
+          #
+          # @example
+          #   response.total_tokens #=> 30
+          def total_tokens
+            usage&.dig("total_tokens")
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/responses/embed.rb b/lib/active_agent/providers/common/responses/embed.rb
new file mode 100644
index 00000000..e94652c3
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/embed.rb
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Responses
+        # Response model for embedding responses
+        #
+        # This class represents responses from embedding endpoints.
+        # It includes the embedding data, the original context, raw API data,
+        # and usage statistics.
+        #
+        # == Example
+        #
+        #   response = EmbedResponse.new(
+        #     context: context_hash,
+        #     data: [embedding_array],
+        #     raw_response: { "usage" => { "prompt_tokens" => 10 } }
+        #   )
+        #
+        #   response.data           #=> [[0.1, 0.2, ...]]
+        #   response.prompt_tokens  #=> 10
+        #   response.usage          #=> { "prompt_tokens" => 10, ... }
+        class Embed < Base
+          # The embedding data
+          attribute :data, writable: false
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/responses/format.rb b/lib/active_agent/providers/common/responses/format.rb
new file mode 100644
index 00000000..ee7f0a0f
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/format.rb
@@ -0,0 +1,31 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Responses
+        class Format < Common::BaseModel
+          # Type of response format (text, json_object, json_schema)
+          attribute :type, :string, default: "text"
+          attribute :name, :string
+          attribute :schema
+
+          validates :type, inclusion: { in: %w[text json_object json_object] }, allow_nil: true
+
+          # OpenAI's Responses => Common Format
+          def format=(value)
+            self.type = value[:type]
+          end
+
+          # OpenAI's Chat => Common Format
+          def json_schema=(value)
+            self.name   = value[:name]   if value[:name]
+            self.schema = value[:schema] if value[:schema]
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/common/responses/message.rb b/lib/active_agent/providers/common/responses/message.rb
new file mode 100644
index 00000000..27a9f61f
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/message.rb
@@ -0,0 +1,3 @@
+# frozen_string_literal: true
+
+require_relative "../messages/base"
diff --git a/lib/active_agent/providers/common/responses/prompt.rb b/lib/active_agent/providers/common/responses/prompt.rb
new file mode 100644
index 00000000..f46f371b
--- /dev/null
+++ b/lib/active_agent/providers/common/responses/prompt.rb
@@ -0,0 +1,42 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "_types"
+require_relative "message"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Responses
+        # Response model for prompt/completion responses
+        #
+        # This class represents responses from conversational/completion endpoints.
+        # It includes the generated messages, the original context, raw API data,
+        # and usage statistics.
+        #
+        # == Example
+        #
+        #   response = PromptResponse.new(
+        #     context: context_hash,
+        #     messages: [message_object],
+        #     raw_response: { "usage" => { "prompt_tokens" => 10 } }
+        #   )
+        #
+        #   response.message        #=> <Message>
+        #   response.prompt_tokens  #=> 10
+        #   response.usage          #=> { "prompt_tokens" => 10, ... }
+        class Prompt < Base
+          # The list of messages from this conversation
+          attribute :messages, Types::MessagesType.new, writable: false
+
+          attribute :format, Types::FormatType.new, writable: false, default: {}
+
+          # The most recent message in the conversational stack
+          def message
+            messages.last
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/concerns/retries.rb b/lib/active_agent/providers/concerns/retries.rb
new file mode 100644
index 00000000..09546f80
--- /dev/null
+++ b/lib/active_agent/providers/concerns/retries.rb
@@ -0,0 +1,218 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    # Provides retry logic and exception handling for provider operations.
+    #
+    # This concern implements configurable retry strategies for handling transient
+    # failures when communicating with LLM providers. It supports three retry modes:
+    # - No retries (false)
+    # - Built-in exponential backoff retries (true)
+    # - Custom retry strategies (Proc)
+    #
+    # @example Using built-in retries
+    #   class MyProvider
+    #     include ActiveAgent::Providers::Retries
+    #
+    #     def call
+    #       retriable do
+    #         # API call that may fail
+    #       end
+    #     end
+    #   end
+    #
+    # @example Custom retry strategy
+    #   ActiveAgent.configure do |config|
+    #     config.retries = ->(block) do
+    #       3.times do |attempt|
+    #         break block.call
+    #       rescue SomeError
+    #         sleep(attempt * 2)
+    #         retry if attempt < 2
+    #       end
+    #     end
+    #   end
+    module Retries
+      extend ActiveSupport::Concern
+
+      included do
+        # @!attribute [rw] exception_handler
+        #   @return [Proc, nil] Callback for handling exceptions that occur during retries
+        # @!attribute [rw] retries
+        #   @return [Boolean, Proc] Instance-level retry strategy configuration
+        # @!attribute [rw] retries_count
+        #   @return [Integer] Maximum number of retry attempts for this instance
+        # @!attribute [rw] retries_on
+        #   @return [Array<Class>] Array of exception classes to retry on
+        attr_internal :exception_handler, :retries, :retries_count, :retries_on
+
+        delegate :retriable_strategy, :retriable_exceptions, :retriable_max, to: :class
+      end
+
+      class_methods do
+        # Returns the configured retry strategy from global configuration.
+        #
+        # This class method provides the default retry strategy that can be
+        # overridden at the instance level.
+        #
+        # @return [Boolean, Proc] The retry strategy (true, false, or custom Proc)
+        def retriable_strategy
+          if (strategy = ActiveAgent.configuration.retries).nil?
+            Configuration::DEFAULTS[:retries]
+          else
+            strategy
+          end
+        end
+
+        # Returns the global exception configuration for retries.
+        #
+        # This provides the base set of exception classes that should trigger
+        # retries, which can be extended at the instance level.
+        #
+        # @return [Array<Class>] Array of exception classes to retry on from global config
+        def retriable_exceptions
+          (ActiveAgent.configuration&.retries_on || Configuration::DEFAULTS[:retries_on])
+        end
+
+        # Returns the maximum number of retry attempts from global configuration.
+        #
+        # This class method provides the default retry count that can be
+        # overridden at the instance level.
+        #
+        # @return [Integer] Maximum retry count from configuration
+        def retriable_max
+          ActiveAgent.configuration&.retries_count || Configuration::DEFAULTS[:retries_count]
+        end
+      end
+
+      # Configures instance-level retry behavior.
+      #
+      # Merges provided options with global configuration defaults.
+      # Instance options override global settings. Exception classes are merged
+      # (not replaced) with global configuration.
+      #
+      # @param exception_handler [Proc, nil] callback for handling exceptions
+      # @param retries [Boolean, Proc, nil] retry strategy, defaults to global config
+      # @param retries_count [Integer, nil] maximum retry attempts, defaults to global config
+      # @param retries_on [Array<Class>, nil] additional exception classes to retry on (merged with global)
+      # @return [void]
+      def configure_retries(exception_handler: nil, retries: nil, retries_count: nil, retries_on: nil)
+        self.exception_handler = exception_handler
+        self.retries           = retries.nil? ? retriable_strategy : retries
+        self.retries_count     = retries_count || retriable_max
+        self.retries_on        = retriable_exceptions | (retries_on || [])
+      end
+
+      # Executes a block with retry logic based on the configured strategy.
+      #
+      # The retry strategy is determined by the configuration and can be:
+      # - `false`: No retries, only error handling
+      # - `true`: Built-in exponential backoff retries
+      # - `Proc`: Custom retry strategy
+      #
+      # @yield Block to execute with retry protection
+      # @return [Object] The result of the block execution
+      # @raise [StandardError] Any unhandled exception from the block
+      #
+      # @example Without retries
+      #   retriable { api_call }  # With retries disabled
+      #
+      # @example With built-in retries
+      #   retriable { api_call }  # With retries enabled
+      #
+      # @example With custom strategy
+      #   retriable { api_call }  # Using custom Proc strategy
+      def retriable(&block)
+        case (strategy = retries)
+        when false
+          # No retries - execute directly with error handling
+          retriable_with_rescue(&block)
+        when true
+          # Built-in retry logic
+          retriable_with_builtin_retries(&block)
+        else
+          # Custom retry wrapper (Proc)
+          retriable_with_custom_retries(strategy, &block)
+        end
+      end
+
+      # Bubbles up exceptions to the Agent's rescue_from if a handler is defined.
+      #
+      # This method delegates exception handling to the configured exception handler,
+      # allowing agents to define custom error handling logic.
+      #
+      # @param exception [StandardError] The exception to handle
+      # @return [Object, nil] Result from the exception handler, or nil if no handler
+      def rescue_with_handler(exception)
+        exception_handler&.call(exception)
+      end
+
+      private
+
+      # Executes a block with basic exception handling (no retries).
+      #
+      # @yield Block to execute
+      # @return [Object] Result of the block execution
+      # @raise [StandardError] Re-raises exception if not handled
+      # @api private
+      def retriable_with_rescue(&block)
+        yield
+      rescue => exception
+        rescue_with_handler(exception) || raise
+      end
+
+      # Executes a block with built-in exponential backoff retry logic.
+      #
+      # Retries the block on configured exceptions up to the maximum retry count,
+      # with exponential backoff between attempts (2^(attempt-1) seconds).
+      # Uses instance-level configuration for retry count and exception list.
+      #
+      # @yield Block to execute with retries
+      # @return [Object] Result of the block execution
+      # @raise [StandardError] Re-raises exception if max retries exceeded or not retriable
+      # @api private
+      def retriable_with_builtin_retries(&block)
+        attempt ||= 0
+        yield
+
+      rescue => exception
+        attempt += 1
+
+        is_retriable = retries_on.any? { exception.is_a?(it) }
+
+        if is_retriable && attempt <= retries_count
+          backoff_time = 2 ** (attempt - 1)
+          instrument("retry_attempt.provider.active_agent", attempt:, max_retries: retries_count, exception: exception.class, backoff_time:)
+          sleep(backoff_time)
+          retry
+        end
+
+        if is_retriable && attempt > retries_count
+          instrument("retry_exhausted.provider.active_agent", max_retries: retries_count, exception: exception.class)
+        end
+
+        rescue_with_handler(exception) || raise
+      end
+
+      # Executes a block with a custom retry strategy.
+      #
+      # Wraps the block with error handling and delegates retry logic to the
+      # provided strategy Proc.
+      #
+      # @param strategy [Proc] Custom retry strategy to execute
+      # @yield Block to execute with custom retry logic
+      # @return [Object] Result of the block execution
+      # @raise [StandardError] Any exception from the strategy or block
+      # @api private
+      def retriable_with_custom_retries(strategy, &block)
+        wrapped_block = proc do
+          block.call
+        rescue => exception
+          rescue_with_handler(exception) || raise
+        end
+
+        strategy.call(wrapped_block)
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/log_subscriber.rb b/lib/active_agent/providers/log_subscriber.rb
new file mode 100644
index 00000000..5dda0927
--- /dev/null
+++ b/lib/active_agent/providers/log_subscriber.rb
@@ -0,0 +1,360 @@
+# frozen_string_literal: true
+
+require "active_support/log_subscriber"
+
+module ActiveAgent
+  module Providers
+    # Log subscriber for ActiveAgent provider operations.
+    #
+    # This subscriber listens to ActiveSupport::Notifications events published
+    # during provider operations and logs them in a consistent, configurable format.
+    #
+    # Events are automatically instrumented in the providers and can be customized
+    # or disabled through log level configuration.
+    #
+    # @example Custom log formatting
+    #   class MyLogSubscriber < ActiveAgent::LogSubscriber
+    #     def prompt_start(event)
+    #       info "🚀 Starting prompt: #{event.payload[:provider]}"
+    #     end
+    #   end
+    #
+    #   ActiveAgent::LogSubscriber.detach_from :active_agent_provider
+    #   MyLogSubscriber.attach_to :active_agent_provider
+    class LogSubscriber < ActiveSupport::LogSubscriber
+      # self.namespace = "active_agent" # Rails 8.1
+
+      # Logs the start of a prompt request
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def prompt_start(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Starting prompt request"
+        end
+      end
+      # event_log_level :prompt_start, :debug # Rails 8.1
+
+      # Logs the start of an embedding request
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def embed_start(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Starting embed request"
+        end
+      end
+      # event_log_level :embed_start, :debug # Rails 8.1
+
+      # Logs request preparation details
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def request_prepared(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        message_count  = event.payload[:message_count]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Prepared request with #{message_count} message(s)"
+        end
+      end
+      # event_log_level :request_prepared, :debug # Rails 8.1
+
+      # Logs API call execution
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def api_call(event)
+        return unless logger.debug?
+
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        streaming       = event.payload[:streaming]
+        duration        = event.duration.round(1)
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] API call completed in #{duration}ms (streaming: #{streaming})"
+        end
+      end
+      # event_log_level :api_call, :debug # Rails 8.1
+
+      # Logs embed API call execution
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def embed_call(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        duration        = event.duration.round(1)
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Embed API call completed in #{duration}ms"
+        end
+      end
+      # event_log_level :embed_call, :debug # Rails 8.1
+
+      # Logs stream opening
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def stream_open(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Opening stream"
+        end
+      end
+      # event_log_level :stream_open, :debug # Rails 8.1
+
+      # Logs stream closing
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def stream_close(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Closing stream"
+        end
+      end
+      # event_log_level :stream_close, :debug # Rails 8.1
+
+      # Logs message extraction from API response
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def messages_extracted(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        message_count   = event.payload[:message_count]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Extracted #{message_count} message(s) from API response"
+        end
+      end
+      # event_log_level :messages_extracted, :debug # Rails 8.1
+
+      # Logs tool/function call processing
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def tool_calls_processing(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        tool_count      = event.payload[:tool_count]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Processing #{tool_count} tool call(s)"
+        end
+      end
+      # event_log_level :tool_calls_processing, :debug # Rails 8.1
+
+      # Logs multi-turn conversation continuation
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def multi_turn_continue(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Continuing multi-turn conversation after tool execution"
+        end
+      end
+      # event_log_level :multi_turn_continue, :debug # Rails 8.1
+
+      # Logs prompt completion
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def prompt_complete(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        message_count   = event.payload[:message_count]
+        duration        = event.duration.round(1)
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Prompt completed with #{message_count} message(s) in stack (total: #{duration}ms)"
+        end
+      end
+      # event_log_level :prompt_complete, :debug # Rails 8.1
+
+      # Logs retry attempts
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def retry_attempt(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        attempt         = event.payload[:attempt]
+        max_retries     = event.payload[:max_retries]
+        exception       = event.payload[:exception]
+        backoff_time    = event.payload[:backoff_time]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}:Retries] Attempt #{attempt}/#{max_retries} failed with #{exception}, retrying in #{backoff_time}s"
+        end
+      end
+      # event_log_level :retry_attempt, :debug # Rails 8.1
+
+      # Logs when max retries are exceeded
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def retry_exhausted(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        max_retries     = event.payload[:max_retries]
+        exception       = event.payload[:exception]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}:Retries] Max retries (#{max_retries}) exceeded for #{exception}"
+        end
+      end
+      # event_log_level :retry_exhausted, :debug # Rails 8.1
+
+      # Logs tool execution
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def tool_execution(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        tool_name       = event.payload[:tool_name]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Executing tool: #{tool_name}"
+        end
+      end
+      # event_log_level :tool_execution, :debug # Rails 8.1
+
+      # Logs tool choice removal
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def tool_choice_removed(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Removing tool_choice constraint after tool execution"
+        end
+      end
+      # event_log_level :tool_choice_removed, :debug # Rails 8.1
+
+      # Logs API request
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def api_request(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        model           = event.payload[:model]
+        streaming       = event.payload[:streaming]
+
+
+        debug do
+          if streaming.nil?
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Executing request to #{model}"
+          else
+            mode = streaming ? "streaming" : "non-streaming"
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Executing #{mode} request to #{model}"
+          end
+        end
+      end
+      # event_log_level :api_request, :debug # Rails 8.1
+
+      # Logs stream chunk processing
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def stream_chunk_processing(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        chunk_type      = event.payload[:chunk_type]
+
+        debug do
+          if chunk_type
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Processing stream chunk: #{chunk_type}"
+          else
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Processing stream chunk"
+          end
+        end
+      end
+      # event_log_level :stream_chunk_processing, :debug # Rails 8.1
+
+      # Logs stream finished
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def stream_finished(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        finish_reason   = event.payload[:finish_reason]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Stream finished with reason: #{finish_reason}"
+        end
+      end
+      # event_log_level :stream_finished, :debug # Rails 8.1
+
+      # Logs API routing decisions
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def api_routing(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        api_type        = event.payload[:api_type]
+        api_version     = event.payload[:api_version]
+        has_audio       = event.payload[:has_audio]
+
+        debug do
+          if has_audio
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Routing to #{api_type.to_s.capitalize} API (api_version: #{api_version}, audio: #{has_audio})"
+          else
+            "[#{trace_id}] [ActiveAgent] [#{provider_module}] Routing to #{api_type.to_s.capitalize} API (api_version: #{api_version})"
+          end
+        end
+      end
+      # event_log_level :api_routing, :debug # Rails 8.1
+
+      # Logs embeddings requests
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def embeddings_request(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Executing embeddings request"
+        end
+      end
+      # event_log_level :embeddings_request, :debug # Rails 8.1
+
+      # Logs connection errors
+      #
+      # @param event [ActiveSupport::Notifications::Event]
+      def connection_error(event)
+        trace_id        = event.payload[:trace_id]
+        provider_module = event.payload[:provider_module]
+        uri_base        = event.payload[:uri_base]
+        exception       = event.payload[:exception]
+        message         = event.payload[:message]
+
+        debug do
+          "[#{trace_id}] [ActiveAgent] [#{provider_module}] Unable to connect to #{uri_base}. Please ensure the service is running. Error: #{exception} - #{message}"
+        end
+      end
+      # event_log_level :connection_error, :debug # Rails 8.1
+
+      private
+
+      # Use the logger configured for ActiveAgent::Base
+      #
+      # @return [Logger]
+      def logger
+        ActiveAgent::Base.logger
+      end
+    end
+  end
+end
+
+# region log_subscriber_attach
+ActiveAgent::Providers::LogSubscriber.attach_to :"provider.active_agent"
+# endregion log_subscriber_attach
+
+# Rails 8.1
+# ActiveSupport.event_reporter.subscribe(
+#   ActiveAgent::LogSubscriber.new, &ActiveAgent::LogSubscriber.subscription_filter
+# )
diff --git a/lib/active_agent/providers/mock/_types.rb b/lib/active_agent/providers/mock/_types.rb
new file mode 100644
index 00000000..fb0dff6b
--- /dev/null
+++ b/lib/active_agent/providers/mock/_types.rb
@@ -0,0 +1,77 @@
+# frozen_string_literal: true
+
+require_relative "options"
+require_relative "request"
+require_relative "embedding_request"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      # Type for Request model
+      class RequestType < ActiveModel::Type::Value
+        def cast(value)
+          case value
+          when Request
+            value
+          when Hash
+            Request.new(**value.deep_symbolize_keys)
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot cast #{value.class} to Request"
+          end
+        end
+
+        def serialize(value)
+          case value
+          when Request
+            value.serialize
+          when Hash
+            value
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot serialize #{value.class}"
+          end
+        end
+
+        def deserialize(value)
+          cast(value)
+        end
+      end
+
+      # Type for EmbeddingRequest model
+      class EmbeddingRequestType < ActiveModel::Type::Value
+        def cast(value)
+          case value
+          when EmbeddingRequest
+            value
+          when Hash
+            EmbeddingRequest.new(**value.deep_symbolize_keys)
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot cast #{value.class} to EmbeddingRequest"
+          end
+        end
+
+        def serialize(value)
+          case value
+          when EmbeddingRequest
+            value.serialize
+          when Hash
+            value
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot serialize #{value.class}"
+          end
+        end
+
+        def deserialize(value)
+          cast(value)
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/embedding_request.rb b/lib/active_agent/providers/mock/embedding_request.rb
new file mode 100644
index 00000000..3f62e74f
--- /dev/null
+++ b/lib/active_agent/providers/mock/embedding_request.rb
@@ -0,0 +1,17 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      # Embedding request model for Mock provider.
+      class EmbeddingRequest < Common::BaseModel
+        attribute :model, :string, default: "mock-embedding-model"
+        attribute :input # String or array of strings to embed
+        attribute :encoding_format, :string
+        attribute :dimensions, :integer
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/messages/_types.rb b/lib/active_agent/providers/mock/messages/_types.rb
new file mode 100644
index 00000000..496c3042
--- /dev/null
+++ b/lib/active_agent/providers/mock/messages/_types.rb
@@ -0,0 +1,103 @@
+# frozen_string_literal: true
+
+# Load all message classes
+require_relative "base"
+require_relative "user"
+require_relative "assistant"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      module Messages
+        # Type for Messages array
+        class MessagesType < ActiveModel::Type::Value
+          def initialize
+            super
+            @message_type = MessageType.new
+          end
+
+          def cast(value)
+            case value
+            when Array
+              value.map { |v| @message_type.cast(v) }
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Messages array"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Array
+              grouped = []
+
+              value.each do |message|
+                if grouped.empty? || grouped.last.role != message.role
+                  grouped << message.deep_dup
+                else
+                  grouped.last.content += message.content.deep_dup
+                end
+              end
+
+              grouped.map { |v| @message_type.serialize(v) }
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # Type for individual Message
+        class MessageType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Base
+              value
+            when String
+              User.new(content: value)
+            when Hash
+              hash = value.deep_symbolize_keys
+              role = hash[:role]&.to_sym
+
+              case role
+              when :user, nil
+                User.new(**hash)
+              when :assistant
+                Assistant.new(**hash)
+              else
+                raise ArgumentError, "Unknown message role: #{role}"
+              end
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Message"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Base
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/messages/assistant.rb b/lib/active_agent/providers/mock/messages/assistant.rb
new file mode 100644
index 00000000..e6ecb050
--- /dev/null
+++ b/lib/active_agent/providers/mock/messages/assistant.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      module Messages
+        # Assistant message for Mock provider.
+        #
+        # Drops extra fields that are part of the API response but not
+        # part of the message structure (usage, id, model, stop_reason, type, etc).
+        class Assistant < Base
+          attribute :role, :string, as: "assistant"
+          attribute :content # Can be string or array of content blocks
+          attribute :name, :string
+
+          validates :content, presence: true
+
+          # Drop API response fields that aren't part of the message
+          drop_attributes :usage, :id, :model, :stop_reason, :stop_sequence, :type
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/messages/base.rb b/lib/active_agent/providers/mock/messages/base.rb
new file mode 100644
index 00000000..51084d16
--- /dev/null
+++ b/lib/active_agent/providers/mock/messages/base.rb
@@ -0,0 +1,63 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      module Messages
+        # Base class for Mock messages.
+        class Base < Common::BaseModel
+          attribute :role, :string
+          attribute :content
+
+          validates :role, presence: true
+
+          # Define content setter methods for different content types
+          %i[text image document].each do |content_type|
+            define_method(:"#{content_type}=") do |value|
+              # For mock provider, we keep content simple
+              # If it's text, just set content to the text value
+              if content_type == :text
+                self.content = value
+              else
+                # For image/document, MockProvider doesn't support these, so ignore
+                # (or could raise an error)
+              end
+            end
+          end
+
+          # Converts to common format.
+          #
+          # @return [Hash] message in canonical format with role and text content
+          def to_common
+            {
+              role: role,
+              content: extract_text_content,
+              name: nil
+            }
+          end
+
+          private
+
+          # Extracts text content from the content structure.
+          #
+          # @return [String] extracted text content
+          def extract_text_content
+            case content
+            when String
+              content
+            when Array
+              # Join all text blocks
+              content.select { |block| block.is_a?(Hash) && block[:type] == "text" }
+                     .map { |block| block[:text] }
+                     .join("\n")
+            else
+              content.to_s
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/messages/user.rb b/lib/active_agent/providers/mock/messages/user.rb
new file mode 100644
index 00000000..0fec0275
--- /dev/null
+++ b/lib/active_agent/providers/mock/messages/user.rb
@@ -0,0 +1,18 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      module Messages
+        # User message for Mock provider.
+        class User < Base
+          attribute :role, :string, as: "user"
+
+          validates :content, presence: true
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/options.rb b/lib/active_agent/providers/mock/options.rb
new file mode 100644
index 00000000..c7737e97
--- /dev/null
+++ b/lib/active_agent/providers/mock/options.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      # Configuration options for the Mock provider.
+      #
+      # This provider doesn't make real API calls, so most options are unused.
+      # Included for consistency with other providers.
+      class Options < Common::BaseModel
+        attribute :base_url, :string, default: "https://mock.example.com"
+        attribute :api_key, :string, default: "mock-api-key"
+
+        # Common Interface Compatibility
+        alias_attribute :access_token, :api_key
+
+        def initialize(kwargs = {})
+          kwargs = kwargs.deep_symbolize_keys if kwargs.respond_to?(:deep_symbolize_keys)
+          super(**deep_compact(kwargs))
+        end
+
+        def serialize
+          super
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock/request.rb b/lib/active_agent/providers/mock/request.rb
new file mode 100644
index 00000000..57059c58
--- /dev/null
+++ b/lib/active_agent/providers/mock/request.rb
@@ -0,0 +1,38 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+require_relative "messages/_types"
+
+module ActiveAgent
+  module Providers
+    module Mock
+      # Request model for Mock provider.
+      #
+      # Simplified request model that accepts messages and basic parameters.
+      class Request < Common::BaseModel
+        # Required parameters
+        attribute :model, :string, default: "mock-model"
+        attribute :messages, Messages::MessagesType.new
+
+        # Optional parameters
+        attribute :instructions # System instructions
+        attribute :temperature, :float
+        attribute :max_tokens, :integer
+        attribute :stream, :boolean, default: false
+        attribute :tools # Array of tool definitions
+        attribute :tool_choice # Tool choice configuration
+
+        # Common Format Compatibility
+        def message=(value)
+          self.messages ||= []
+          self.messages << value
+        end
+
+        def response_format
+          { type: "text" }
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/mock_provider.rb b/lib/active_agent/providers/mock_provider.rb
new file mode 100644
index 00000000..982f476e
--- /dev/null
+++ b/lib/active_agent/providers/mock_provider.rb
@@ -0,0 +1,311 @@
+# frozen_string_literal: true
+
+require_relative "_base_provider"
+require_relative "mock/_types"
+
+module ActiveAgent
+  module Providers
+    # Mock provider for testing purposes.
+    #
+    # This provider doesn't make real API calls. Instead, it returns the last
+    # message content converted to pig latin for prompts, and random data for embeddings.
+    # Useful for testing without incurring API costs or requiring network access.
+    #
+    # @example Basic usage
+    #   provider = ActiveAgent::Providers::MockProvider.new(...)
+    #   result = provider.prompt
+    #
+    # @see BaseProvider
+    class MockProvider < BaseProvider
+      # Returns a mock client (just returns self since we don't need a real client).
+      #
+      # @return [MockProvider] Returns self
+      def client
+        self
+      end
+
+      # Returns the embedding request type for Mock.
+      #
+      # @return [ActiveModel::Type::Value] The Mock embedding request type
+      def embed_request_type
+        Mock::EmbeddingRequestType.new
+      end
+
+      protected
+
+      # Executes a mock prompt request.
+      #
+      # Extracts the last user message, converts it to pig latin, and returns
+      # a mock response structure. Handles both streaming and non-streaming.
+      #
+      # @param parameters [Hash] The prompt request parameters
+      # @return [Hash] A mock API response structure
+      def api_prompt_execute(parameters)
+        # Extract the last message content
+        last_message = [ request.instructions, parameters[:messages]&.last&.dig(:content) ].compact.join(" ")
+        content = extract_message_content(last_message)
+
+        # Convert to pig latin
+        pig_latin_content = to_pig_latin(content)
+
+        if parameters[:stream]
+          # For streaming, call the stream proc with chunks
+          stream_proc = parameters[:stream]
+          simulate_streaming(pig_latin_content, stream_proc)
+          nil
+        else
+          # Return a complete response
+          {
+            id: "mock-#{SecureRandom.hex(8)}",
+            type: "message",
+            role: "assistant",
+            content: [
+              {
+                type: "text",
+                text: pig_latin_content
+              }
+            ],
+            model: parameters[:model] || "mock-model",
+            stop_reason: "end_turn",
+            usage: {
+              input_tokens: content.length,
+              output_tokens: pig_latin_content.length
+            }
+          }
+        end
+      end
+
+      # Executes a mock embedding request.
+      #
+      # Returns random embedding vectors for testing purposes.
+      #
+      # @param parameters [Hash] The embedding request parameters
+      # @return [Hash] A mock embedding response structure
+      def api_embed_execute(parameters)
+        input = parameters[:input]
+        inputs = input.is_a?(Array) ? input : [ input ]
+        dimensions = parameters[:dimensions] || 1536
+
+        {
+          object: "list",
+          data: inputs.map.with_index do |text, index|
+            {
+              object: "embedding",
+              index: index,
+              embedding: generate_random_embedding(dimensions)
+            }
+          end,
+          model: parameters[:model] || "mock-embedding-model",
+          usage: {
+            prompt_tokens: inputs.sum { |text| text.to_s.length },
+            total_tokens: inputs.sum { |text| text.to_s.length }
+          }
+        }
+      end
+
+      # Processes streaming response chunks.
+      #
+      # Handles mock streaming chunks, similar to real provider implementations.
+      #
+      # @param api_response_chunk [Hash] The streaming response chunk
+      # @return [void]
+      def process_stream_chunk(api_response_chunk)
+        chunk_type = api_response_chunk[:type]&.to_sym
+
+        instrument("stream_chunk_processing.provider.active_agent", chunk_type: chunk_type)
+
+        broadcast_stream_open
+
+        case chunk_type
+        when :message_start
+          api_message = api_response_chunk[:message]
+          message_stack.push(api_message)
+          broadcast_stream_update(message_stack.last)
+
+        when :content_block_start
+          api_content = api_response_chunk[:content_block]
+          message_stack.last[:content] ||= []
+          message_stack.last[:content].push(api_content)
+          broadcast_stream_update(message_stack.last, api_content[:text])
+
+        when :content_block_delta
+          index = api_response_chunk[:index]
+          content = message_stack.last[:content][index]
+          delta = api_response_chunk[:delta]
+
+          if delta[:type] == "text_delta"
+            content[:text] ||= ""
+            content[:text] += delta[:text]
+            broadcast_stream_update(message_stack.last, delta[:text])
+          end
+
+        when :message_delta
+          delta = api_response_chunk[:delta]
+          message_stack.last[:stop_reason] = delta[:stop_reason] if delta[:stop_reason]
+
+        when :message_stop
+          # Stream complete
+        end
+      end
+
+      # Extracts messages from API response.
+      #
+      # @param api_response [Hash] The API response
+      # @return [Array<Hash>] Array of message hashes
+      def process_prompt_finished_extract_messages(api_response)
+        return nil if api_response.nil? # Streaming case
+        [ api_response ]
+      end
+
+      # Extracts function calls from API response.
+      #
+      # Mock provider doesn't support tool calling by default.
+      #
+      # @return [nil]
+      def process_prompt_finished_extract_function_calls
+        nil
+      end
+
+      private
+
+      # Extracts text content from a message.
+      #
+      # @param message [Hash, String, nil] The message to extract from
+      # @return [String] The extracted text content
+      def extract_message_content(message)
+        return "" if message.nil?
+
+        case message
+        when String
+          message
+        when Hash
+          if message[:content].is_a?(String)
+            message[:content]
+          elsif message[:content].is_a?(Array)
+            message[:content]
+              .select { |block| block.is_a?(Hash) && block[:type] == "text" }
+              .map { |block| block[:text] }
+              .join(" ")
+          else
+            message[:content].to_s
+          end
+        else
+          message.to_s
+        end
+      end
+
+      # Converts text to pig latin.
+      #
+      # Simple pig latin conversion:
+      # - Words starting with vowels: add "way" to the end
+      # - Words starting with consonants: move consonants to end and add "ay"
+      # - Preserves punctuation and capitalization
+      #
+      # @param text [String] The text to convert
+      # @return [String] The text in pig latin
+      def to_pig_latin(text)
+        return "" if text.nil? || text.empty?
+
+        words = text.split(/\b/)
+
+        words.map do |word|
+          # Skip non-word characters (spaces, punctuation, etc.)
+          next word unless word.match?(/\w/)
+
+          # Check if word starts with a vowel
+          if word.match?(/^[aeiouAEIOU]/)
+            "#{word}way"
+          else
+            # Find the first vowel
+            match = word.match(/^([^aeiouAEIOU]+)(.*)/)
+            if match
+              consonants = match[1]
+              rest = match[2]
+
+              # Preserve capitalization
+              if word[0] == word[0].upcase && rest.length > 0
+                "#{rest[0].upcase}#{rest[1..-1]}#{consonants.downcase}ay"
+              else
+                "#{rest}#{consonants}ay"
+              end
+            else
+              # No vowels found, just add "ay"
+              "#{word}ay"
+            end
+          end
+        end.join
+      end
+
+      # Simulates streaming by sending chunks.
+      #
+      # @param content [String] The full content to stream
+      # @param stream_proc [Proc] The streaming callback
+      # @return [void]
+      def simulate_streaming(content, stream_proc)
+        message_id = "mock-#{SecureRandom.hex(8)}"
+
+        # Send message_start
+        stream_proc.call({
+          type: :message_start,
+          message: {
+            id: message_id,
+            type: "message",
+            role: "assistant",
+            content: [],
+            model: "mock-model"
+          }
+        })
+
+        # Send content_block_start
+        stream_proc.call({
+          type: :content_block_start,
+          index: 0,
+          content_block: {
+            type: "text",
+            text: ""
+          }
+        })
+
+        # Send content in chunks (simulate word-by-word streaming)
+        words = content.split(" ")
+        words.each_with_index do |word, i|
+          text_chunk = i == 0 ? word : " #{word}"
+          stream_proc.call({
+            type: :content_block_delta,
+            index: 0,
+            delta: {
+              type: "text_delta",
+              text: text_chunk
+            }
+          })
+        end
+
+        # Send message_delta with stop_reason
+        stream_proc.call({
+          type: :message_delta,
+          delta: {
+            stop_reason: "end_turn"
+          }
+        })
+
+        # Send message_stop
+        stream_proc.call({
+          type: :message_stop
+        })
+      end
+
+      # Generates a random embedding vector.
+      #
+      # @param dimensions [Integer] The number of dimensions for the embedding
+      # @return [Array<Float>] A random normalized vector
+      def generate_random_embedding(dimensions)
+        # Generate random values between -1 and 1
+        vector = Array.new(dimensions) { rand * 2 - 1 }
+
+        # Normalize the vector to unit length (common for embeddings)
+        magnitude = Math.sqrt(vector.sum { |v| v ** 2 })
+        vector.map { |v| v / magnitude }
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/_types.rb b/lib/active_agent/providers/ollama/_types.rb
new file mode 100644
index 00000000..5445a291
--- /dev/null
+++ b/lib/active_agent/providers/ollama/_types.rb
@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+require_relative "options"
+require_relative "chat/_types"
+require_relative "embedding/_types"
diff --git a/lib/active_agent/providers/ollama/chat/_types.rb b/lib/active_agent/providers/ollama/chat/_types.rb
new file mode 100644
index 00000000..838587d1
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/_types.rb
@@ -0,0 +1,44 @@
+# frozen_string_literal: true
+
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Chat
+        # Type for Request model
+        class RequestType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Request
+              value
+            when Hash
+              Request.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Request"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Request
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/chat/request.rb b/lib/active_agent/providers/ollama/chat/request.rb
new file mode 100644
index 00000000..af54e431
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/request.rb
@@ -0,0 +1,70 @@
+# frozen_string_literal: true
+
+require_relative "../../open_ai/chat/request"
+require_relative "requests/_types"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Chat
+        # Ollama uses the same request structure as OpenAI's chat completion API
+        # This class exists to allow for Ollama-specific customizations.
+        class Request < OpenAI::Chat::Request
+          # Messages array (required)
+          attribute :messages, Requests::Messages::MessagesType.new
+
+          # Ollama-specific parameters
+
+          # Format: return response in json or as a JSON schema
+          # Can be "json" or a JSON schema object
+          attribute :format
+
+          # Options: additional model parameters (temperature, num_predict, etc.)
+          # Hash of key-value pairs for model-specific options
+          attribute :options
+
+          # Keep alive: controls how long the model stays loaded in memory
+          # String duration (e.g., "5m", "1h") or integer in seconds
+          # Default: "5m"
+          attribute :keep_alive
+
+          # Raw: if true, no formatting will be applied to the prompt
+          # You may use this if you are specifying a full templated prompt
+          attribute :raw, :boolean, default: false
+
+          # Validations for Ollama-specific parameters
+          validate :validate_format
+          validate :validate_options_format
+
+          # Common Format Compatability
+          def messages=(value)
+            case value
+            when Array
+              super((messages || []) | value)
+            else
+              super((messages || []) | [ value ])
+            end
+          end
+
+          private
+
+          def validate_format
+            return if format.nil?
+            return if format == "json"
+            return if format.is_a?(Hash) # JSON schema object
+
+            errors.add(:format, "must be 'json' or a JSON schema object")
+          end
+
+          def validate_options_format
+            return if options.nil?
+
+            unless options.is_a?(Hash)
+              errors.add(:options, "must be a hash of model parameters")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/chat/requests/_types.rb b/lib/active_agent/providers/ollama/chat/requests/_types.rb
new file mode 100644
index 00000000..6d3c4ba2
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/requests/_types.rb
@@ -0,0 +1,3 @@
+# frozen_string_literal: true
+
+require_relative "messages/_types"
diff --git a/lib/active_agent/providers/ollama/chat/requests/messages/_types.rb b/lib/active_agent/providers/ollama/chat/requests/messages/_types.rb
new file mode 100644
index 00000000..c0dbda88
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/requests/messages/_types.rb
@@ -0,0 +1,116 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/_types"
+
+require_relative "assistant"
+require_relative "user"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Chat
+        module Requests
+          module Messages
+            # Type for Messages array - uses Ollama's MessageType
+            class MessagesType < ActiveModel::Type::Value
+              def initialize
+                super
+                @message_type = MessageType.new
+              end
+
+              def cast(value)
+                case value
+                when Array
+                  value.map { |v| @message_type.cast(v) }
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Messages array"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Array
+                  grouped = []
+
+                  value.each do |message|
+                    if grouped.empty? || grouped.last.role != message.role
+                      grouped << message.deep_dup
+                    else
+                      grouped.last.content += message.content.deep_dup
+                    end
+                  end
+
+                  grouped.map { |v| @message_type.serialize(v) }
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+
+            # Type for individual Message
+            # Inherits from OpenAI but handles Ollama-specific message types
+            class MessageType < OpenAI::Chat::Requests::Messages::MessageType
+              def cast(value)
+                case value
+                when Assistant, User
+                  value
+                when OpenAI::Chat::Requests::Messages::Base
+                  value
+                when String
+                  User.new(content: value)
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  role = hash[:role]&.to_sym
+
+                  case role
+                  when :assistant
+                    Assistant.new(**hash)
+                  when :user, nil
+                    User.new(**hash)
+                  when :system
+                    OpenAI::Chat::Requests::Messages::System.new(**hash)
+                  when :developer
+                    OpenAI::Chat::Requests::Messages::Developer.new(**hash)
+                  when :tool
+                    OpenAI::Chat::Requests::Messages::Tool.new(**hash)
+                  else
+                    raise ArgumentError, "Unknown message role: #{role.inspect}"
+                  end
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Message (expected Assistant, User, OpenAI Message, Hash, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when OpenAI::Chat::Requests::Messages::Base
+                  value.serialize
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class} as Message"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/chat/requests/messages/assistant.rb b/lib/active_agent/providers/ollama/chat/requests/messages/assistant.rb
new file mode 100644
index 00000000..5366004a
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/requests/messages/assistant.rb
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Chat
+        module Requests
+          module Messages
+            # Assistant message - messages sent by the model
+            # Inherits from OpenAI base as Ollama is largely compatible
+            class Assistant < OpenAI::Chat::Requests::Messages::Assistant
+              drop_attributes :reasoning
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/chat/requests/messages/user.rb b/lib/active_agent/providers/ollama/chat/requests/messages/user.rb
new file mode 100644
index 00000000..575c6f37
--- /dev/null
+++ b/lib/active_agent/providers/ollama/chat/requests/messages/user.rb
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Chat
+        module Requests
+          module Messages
+            # User message - messages sent by an end user
+            # Ollama has the same user message format as OpenAI
+            class User < OpenAI::Chat::Requests::Messages::User
+              attribute :images # Array of base64 encoded images
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/embedding/_types.rb b/lib/active_agent/providers/ollama/embedding/_types.rb
new file mode 100644
index 00000000..5b8f57d0
--- /dev/null
+++ b/lib/active_agent/providers/ollama/embedding/_types.rb
@@ -0,0 +1,44 @@
+# frozen_string_literal: true
+
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Embedding
+        # Type for Request model
+        class RequestType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Request
+              value
+            when Hash
+              Request.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Request"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Request
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/embedding/request.rb b/lib/active_agent/providers/ollama/embedding/request.rb
new file mode 100644
index 00000000..e7fb4c81
--- /dev/null
+++ b/lib/active_agent/providers/ollama/embedding/request.rb
@@ -0,0 +1,77 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "requests/_types"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Embedding
+        class Request < Common::BaseModel
+          # Model name to generate embeddings from (required)
+          attribute :model, :string
+
+          # Input text or list of text to generate embeddings for (required)
+          # Can be a string or array of strings
+          attribute :input, Requests::InputType.new
+
+          # Truncates the end of each input to fit within context length (optional)
+          # Returns error if false and context length is exceeded
+          # Defaults to true
+          attribute :truncate, :boolean, default: true
+
+          # Additional model parameters listed in the documentation for the Modelfile (optional)
+          # such as temperature
+          attribute :options, Requests::OptionsType.new
+
+          # Controls how long the model will stay loaded into memory following the request (optional)
+          # Default: 5m
+          attribute :keep_alive, :string
+
+          # Validations
+          validates :model, :input, presence: true
+
+          # Custom validations
+          validate :validate_input_format
+          validate :validate_input_not_empty
+
+          # To merge over global prompt/model options over
+          delegate_attributes :mirostat, :mirostat_eta, :mirostat_tau, :num_ctx, :repeat_last_n, :repeat_penalty,
+                              :temperature, :seed, :num_predict, :top_k, :top_p, :min_p,
+                              to: :options
+
+          private
+
+          def validate_input_format
+            return if input.nil?
+
+            unless input.is_a?(Array)
+              errors.add(:input, "must be stored as an array internally")
+              return
+            end
+
+            # Validate array contents - Ollama only accepts strings
+            input.each_with_index do |item, index|
+              unless item.is_a?(String)
+                errors.add(:input, "array elements must be strings at index #{index}")
+                next
+              end
+
+              if item.empty?
+                errors.add(:input, "cannot contain empty strings at index #{index}")
+              end
+            end
+          end
+
+          def validate_input_not_empty
+            return if input.nil?
+
+            if input.is_a?(Array) && input.empty?
+              errors.add(:input, "cannot be an empty array")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/embedding/requests/_types.rb b/lib/active_agent/providers/ollama/embedding/requests/_types.rb
new file mode 100644
index 00000000..08d99a04
--- /dev/null
+++ b/lib/active_agent/providers/ollama/embedding/requests/_types.rb
@@ -0,0 +1,83 @@
+# frozen_string_literal: true
+
+require_relative "options"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Embedding
+        module Requests
+          # Custom type for handling embedding input
+          # Ollama only accepts strings or arrays of strings (no token arrays)
+          class InputType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when String
+                [ value.presence ].compact
+              when Array
+                value.compact
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Input (expected String or Array)"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                # Return single string if array has only one string element
+                if value in [ String => string ]
+                  string
+                else
+                  value
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class} as Input"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Custom type for handling options
+          class OptionsType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Options
+                value
+              when Hash
+                Options.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Options"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Options
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/embedding/requests/options.rb b/lib/active_agent/providers/ollama/embedding/requests/options.rb
new file mode 100644
index 00000000..ffb4c894
--- /dev/null
+++ b/lib/active_agent/providers/ollama/embedding/requests/options.rb
@@ -0,0 +1,104 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      module Embedding
+        module Requests
+          class Options < Common::BaseModel
+            # Enable Mirostat sampling for controlling perplexity
+            # 0 = disabled, 1 = Mirostat, 2 = Mirostat 2.0 (default: 0)
+            attribute :mirostat, :integer
+
+            # Influences how quickly the algorithm responds to feedback from the generated text
+            # Lower learning rate = slower adjustments, higher = more responsive (default: 0.1)
+            attribute :mirostat_eta, :float
+
+            # Controls the balance between coherence and diversity of the output
+            # Lower value = more focused and coherent text (default: 5.0)
+            attribute :mirostat_tau, :float
+
+            # Sets the size of the context window used to generate the next token (default: 2048)
+            attribute :num_ctx, :integer
+
+            # Sets how far back for the model to look back to prevent repetition
+            # Default: 64, 0 = disabled, -1 = num_ctx
+            attribute :repeat_last_n, :integer
+
+            # Sets how strongly to penalize repetitions
+            # Higher value (e.g., 1.5) = stronger penalty, lower (e.g., 0.9) = more lenient (default: 1.1)
+            attribute :repeat_penalty, :float
+
+            # The temperature of the model
+            # Higher temperature = more creative answers (default: 0.8)
+            attribute :temperature, :float
+
+            # Sets the random number seed to use for generation
+            # Setting this to a specific number will make the model generate the same text for the same prompt (default: 0)
+            attribute :seed, :integer
+
+            # Sets the stop sequences to use
+            # When this pattern is encountered the LLM will stop generating text and return
+            # Can be a string or array of strings
+            attribute :stop
+
+            # Maximum number of tokens to predict when generating text
+            # Default: -1 (infinite generation)
+            attribute :num_predict, :integer
+
+            # Reduces the probability of generating nonsense
+            # Higher value (e.g. 100) = more diverse answers, lower (e.g. 10) = more conservative (default: 40)
+            attribute :top_k, :integer
+
+            # Works together with top-k
+            # Higher value (e.g., 0.95) = more diverse text, lower (e.g., 0.5) = more focused and conservative (default: 0.9)
+            attribute :top_p, :float
+
+            # Alternative to the top_p, and aims to ensure a balance of quality and variety
+            # Represents the minimum probability for a token to be considered, relative to the probability of the most likely token
+            # For example, with p=0.05 and the most likely token having a probability of 0.9,
+            # logits with a value less than 0.045 are filtered out (default: 0.0)
+            attribute :min_p, :float
+
+            # Validations
+            validates :mirostat,       inclusion: { in: [ 0, 1, 2 ] },                                          allow_nil: true
+            validates :mirostat_eta,   numericality: { greater_than_or_equal_to: 0 },                           allow_nil: true
+            validates :mirostat_tau,   numericality: { greater_than_or_equal_to: 0 },                           allow_nil: true
+            validates :num_ctx,        numericality: { greater_than: 0, only_integer: true },                   allow_nil: true
+            validates :repeat_last_n,  numericality: { greater_than_or_equal_to: -1, only_integer: true },      allow_nil: true
+            validates :repeat_penalty, numericality: { greater_than: 0 },                                       allow_nil: true
+            validates :temperature,    numericality: { greater_than_or_equal_to: 0 },                           allow_nil: true
+            validates :seed,           numericality: { only_integer: true },                                    allow_nil: true
+            validates :num_predict,    numericality: { greater_than_or_equal_to: -1, only_integer: true },      allow_nil: true
+            validates :top_k,          numericality: { greater_than: 0, only_integer: true },                   allow_nil: true
+            validates :top_p,          numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+            validates :min_p,          numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 }, allow_nil: true
+
+            validate :validate_stop_format
+
+            private
+
+            def validate_stop_format
+              return if stop.nil?
+
+              unless stop.is_a?(String) || stop.is_a?(Array)
+                errors.add(:stop, "must be a string or array of strings")
+                return
+              end
+
+              if stop.is_a?(Array)
+                stop.each_with_index do |item, index|
+                  unless item.is_a?(String)
+                    errors.add(:stop, "array elements must be strings at index #{index}")
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama/options.rb b/lib/active_agent/providers/ollama/options.rb
new file mode 100644
index 00000000..05d1957f
--- /dev/null
+++ b/lib/active_agent/providers/ollama/options.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "../open_ai/options"
+
+module ActiveAgent
+  module Providers
+    module Ollama
+      class Options < ActiveAgent::Providers::OpenAI::Options
+        attribute :uri_base,     :string, fallback: "http://127.0.0.1:11434"
+        attribute :access_token, :string, fallback: "ollama"
+
+        private
+
+        def resolve_access_token(settings)
+          settings["api_key"] ||
+            settings["access_token"] ||
+            ENV["OLLAMA_API_KEY"] ||
+            ENV["OLLAMA_ACCESS_TOKEN"]
+        end
+
+        # Not Used as Part of Ollama
+        def resolve_organization_id(settings) = nil
+        def resolve_admin_token(settings)     = nil
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/ollama_provider.rb b/lib/active_agent/providers/ollama_provider.rb
new file mode 100644
index 00000000..ec358ae3
--- /dev/null
+++ b/lib/active_agent/providers/ollama_provider.rb
@@ -0,0 +1,73 @@
+require_relative "_base_provider"
+
+require_gem!(:openai, __FILE__)
+
+require_relative "open_ai_provider"
+require_relative "ollama/_types"
+
+module ActiveAgent
+  module Providers
+    # Provider implementation for Ollama local models.
+    #
+    # Extends OpenAI::ChatProvider to work with Ollama's OpenAI-compatible API.
+    # Supports both chat completion and embeddings through local Ollama instances.
+    #
+    # @see OpenAI::ChatProvider
+    class OllamaProvider < OpenAI::ChatProvider
+      def service_name        = "Ollama"
+      def options_klass       = namespace::Options
+      def prompt_request_type = namespace::Chat::RequestType.new
+      def embed_request_type  = namespace::Embedding::RequestType.new
+
+      protected
+
+      # Executes a prompt request via Ollama's API.
+      #
+      # @param parameters [Hash] The prompt request parameters
+      # @return [Object] The prompt response from Ollama
+      def api_prompt_execute(parameters)
+        super
+
+      rescue Faraday::ConnectionFailed => exception
+        log_connection_error(exception)
+        raise exception
+      end
+
+      # Executes an embedding request via Ollama's API.
+      #
+      # @param parameters [Hash] The embedding request parameters
+      # @return [Object] The embedding response from Ollama
+      def api_embed_execute(parameters)
+        instrument("embeddings_request.provider.active_agent")
+        client.embeddings(parameters:).deep_symbolize_keys
+
+      rescue Faraday::ConnectionFailed => exception
+        log_connection_error(exception)
+        raise exception
+      end
+
+      # Merges streaming delta into the message.
+      #
+      # Handles Ollama's role copying behavior which mimics OpenAI's design.
+      #
+      # @param message [Hash] The current message being built
+      # @param delta [Hash] The delta to merge into the message
+      # @return [Hash] The merged message
+      def message_merge_delta(message, delta)
+        message[:role] = delta.delete(:role) if delta[:role] # Copy a Bad Design (OpenAI's Chat API) Badly, Win Bad Prizes
+
+        hash_merge_delta(message, delta)
+      end
+
+      # Logs a connection error with helpful debugging information.
+      #
+      # @param error [Exception] The connection error that occurred
+      def log_connection_error(error)
+        instrument("connection_error.provider.active_agent",
+                  uri_base: options.uri_base,
+                  exception: error.class,
+                  message: error.message)
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/_base.rb b/lib/active_agent/providers/open_ai/_base.rb
new file mode 100644
index 00000000..3f6394e8
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/_base.rb
@@ -0,0 +1,56 @@
+require_relative "../_base_provider"
+
+require_gem!(:openai, __FILE__)
+
+require_relative "options"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      # Base provider class for OpenAI API implementations.
+      #
+      # Provides common functionality for OpenAI-based providers including
+      # client configuration, service identification, and tool call processing.
+      #
+      # @see ActiveAgent::Providers::BaseProvider
+      class Base < ActiveAgent::Providers::BaseProvider
+        # Returns a configured OpenAI client instance.
+        #
+        # @return [OpenAI::Client] The configured OpenAI client
+        def client
+          ::OpenAI::Client.new(options.serialize)
+        end
+
+        # Returns the service name for OpenAI providers.
+        #
+        # @return [String] Always returns "OpenAI"
+        def service_name = "OpenAI"
+
+        protected
+
+        # Processes a tool call function from the API response.
+        #
+        # This method extracts the function name and arguments from an API function call,
+        # parses the arguments as JSON, and invokes the function callback with the parsed parameters.
+        #
+        # @param api_function_call [Hash] The function call data from the API response
+        # @option api_function_call [String] :name The name of the function to call
+        # @option api_function_call [String] :arguments JSON string containing the function arguments
+        #
+        # @return [Object] The result of the function callback invocation
+        #
+        # @example Processing a tool call
+        #   api_call = { name: "get_weather", arguments: '{"location":"NYC"}' }
+        #   process_tool_call_function(api_call)
+        #   # => calls tools_function.call("get_weather", location: "NYC")
+        def process_tool_call_function(api_function_call)
+          name   = api_function_call[:name]
+          kwargs = JSON.parse(api_function_call[:arguments], symbolize_names: true) if api_function_call[:arguments]
+
+          instrument("tool_execution.provider.active_agent", tool_name: name)
+          tools_function.call(name, **kwargs)
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/_types.rb b/lib/active_agent/providers/open_ai/_types.rb
new file mode 100644
index 00000000..59813e08
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/_types.rb
@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+require_relative "chat/_types"
+require_relative "embedding/_types"
+require_relative "responses/_types"
diff --git a/lib/active_agent/providers/open_ai/chat/_types.rb b/lib/active_agent/providers/open_ai/chat/_types.rb
new file mode 100644
index 00000000..d69e1ade
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/_types.rb
@@ -0,0 +1,44 @@
+# frozen_string_literal: true
+
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        # Type for Request model
+        class RequestType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Request
+              value
+            when Hash
+              Request.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Request"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Request
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/request.rb b/lib/active_agent/providers/open_ai/chat/request.rb
new file mode 100644
index 00000000..bff9608c
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/request.rb
@@ -0,0 +1,215 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "requests/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        class Request < Common::BaseModel
+          # Messages array (required)
+          attribute :messages, Requests::Messages::MessagesType.new
+
+          # Model ID (required)
+          attribute :model, :string
+
+          # Audio output parameters
+          attribute :audio, Requests::AudioType.new
+
+          # Frequency penalty
+          attribute :frequency_penalty, :float, default: 0
+
+          # Deprecated: function_call (use tool_choice instead)
+          attribute :function_call # String or object
+
+          # Deprecated: functions (use tools instead)
+          attribute :functions # Array of function objects
+
+          # Logit bias
+          attribute :logit_bias # Hash of token_id => bias_value
+
+          # Log probabilities
+          attribute :logprobs, :boolean, default: false
+
+          # Max completion tokens
+          attribute :max_completion_tokens, :integer
+
+          # Deprecated: max_tokens (use max_completion_tokens)
+          attribute :max_tokens, :integer
+
+          # Metadata
+          attribute :metadata # Hash of key-value pairs
+
+          # Modalities
+          attribute :modalities, default: -> { [ "text" ] } # Array of strings
+
+          # Number of completions
+          attribute :n, :integer, default: 1
+
+          # Parallel tool calls
+          attribute :parallel_tool_calls, :boolean, default: true
+
+          # Prediction configuration
+          attribute :prediction, Requests::PredictionType.new
+
+          # Presence penalty
+          attribute :presence_penalty, :float, default: 0
+
+          # Prompt cache key
+          attribute :prompt_cache_key, :string
+
+          # Reasoning effort (for reasoning models)
+          attribute :reasoning_effort, :string
+
+          # Response format
+          attribute :response_format, Requests::ResponseFormatType.new
+
+          # Safety identifier
+          attribute :safety_identifier, :string
+
+          # Deprecated: seed
+          attribute :seed, :integer
+
+          # Service tier
+          attribute :service_tier, :string, default: "auto"
+
+          # Stop sequences
+          attribute :stop # String, array, or null
+
+          # Storage
+          attribute :store, :boolean, default: false
+
+          # Streaming
+          attribute :stream, :boolean, default: false
+          attribute :stream_options, Requests::StreamOptionsType.new
+
+          # Temperature sampling
+          attribute :temperature, :float, default: 1
+
+          # Tool choice
+          attribute :tool_choice, Requests::ToolChoiceType.new
+
+          # Tools array
+          attribute :tools # Array of tool objects
+
+          # Top logprobs
+          attribute :top_logprobs, :integer
+
+          # Top P sampling
+          attribute :top_p, :float, default: 1
+
+          # Deprecated: user (use safety_identifier or prompt_cache_key)
+          attribute :user, :string
+
+          # Verbosity (for reasoning models)
+          attribute :verbosity, :string
+
+          # Web search options
+          attribute :web_search_options, Requests::WebSearchOptionsType.new
+
+          # Validations
+          validates :model, :messages, presence: true
+
+          validates :frequency_penalty,     numericality: { greater_than_or_equal_to: -2.0, less_than_or_equal_to: 2.0 }, allow_nil: true
+          validates :presence_penalty,      numericality: { greater_than_or_equal_to: -2.0, less_than_or_equal_to: 2.0 }, allow_nil: true
+          validates :temperature,           numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 2 },      allow_nil: true
+          validates :top_p,                 numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 },      allow_nil: true
+          validates :top_logprobs,          numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 20 },     allow_nil: true
+          validates :n,                     numericality: { greater_than: 0 },                                            allow_nil: true
+          validates :max_completion_tokens, numericality: { greater_than: 0 },                                            allow_nil: true
+          validates :max_tokens,            numericality: { greater_than: 0 },                                            allow_nil: true
+
+          validates :service_tier,     inclusion: { in: %w[auto default flex priority] }, allow_nil: true
+          validates :reasoning_effort, inclusion: { in: %w[minimal low medium high] },    allow_nil: true
+          validates :verbosity,        inclusion: { in: %w[low medium high] },            allow_nil: true
+          validates :modalities,       inclusion: { in: %w[text audio] },                 allow_nil: true
+
+          # Custom validations
+          validate :validate_metadata_format
+          validate :validate_logit_bias_format
+          validate :validate_stop_sequences
+
+          def serialize
+            super.tap do |hash|
+              # Can be an empty hash, to enable the feature
+              hash[:web_search_options] ||= {} if web_search_options
+            end
+          end
+
+          # Common Format Compatability
+          def instructions=(*values)
+            self.messages ||= []
+
+            values.flatten.reverse.each do |value|
+              self.messages.unshift({ role: "developer", content: value })
+            end
+          end
+
+          # Common Format Compatability
+          alias_attribute :message, :messages
+
+          # Common Format Compatability
+          def messages=(value)
+            case value
+            when Array
+              super((messages || []) | value)
+            else
+              super((messages || []) | [ value ])
+            end
+          end
+
+          private
+
+          def validate_metadata_format
+            return if metadata.nil?
+
+            unless metadata.is_a?(Hash)
+              errors.add(:metadata, "must be a hash")
+              return
+            end
+
+            metadata.each do |key, value|
+              if key.to_s.length > 64
+                errors.add(:metadata, "keys must be 64 characters or less")
+              end
+              if value.to_s.length > 512
+                errors.add(:metadata, "values must be 512 characters or less")
+              end
+            end
+
+            if metadata.size > 16
+              errors.add(:metadata, "must have 16 key-value pairs or less")
+            end
+          end
+
+          def validate_logit_bias_format
+            return if logit_bias.nil?
+
+            unless logit_bias.is_a?(Hash)
+              errors.add(:logit_bias, "must be a hash")
+              return
+            end
+
+            logit_bias.each do |token_id, bias|
+              unless bias.is_a?(Numeric) && bias >= -100 && bias <= 100
+                errors.add(:logit_bias, "bias values must be between -100 and 100")
+              end
+            end
+          end
+
+          def validate_stop_sequences
+            return if stop.nil?
+            return if stop.is_a?(String)
+
+            if stop.is_a?(Array)
+              errors.add(:stop, "can have at most 4 sequences") if stop.length > 4
+            else
+              errors.add(:stop, "must be a string, array, or null")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/_types.rb b/lib/active_agent/providers/open_ai/chat/requests/_types.rb
new file mode 100644
index 00000000..5839f290
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/_types.rb
@@ -0,0 +1,229 @@
+# frozen_string_literal: true
+
+require_relative "messages/_types"
+require_relative "tools/_types"
+
+require_relative "audio"
+require_relative "prediction"
+require_relative "response_format"
+require_relative "stream_options"
+require_relative "tool_choice"
+require_relative "web_search_options"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          # Type for Audio
+          class AudioType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Audio
+                value
+              when Hash
+                Audio.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Audio"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Audio
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for Prediction
+          class PredictionType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Prediction
+                value
+              when Hash
+                Prediction.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Prediction"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Prediction
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for ResponseFormat
+          class ResponseFormatType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when ResponseFormat
+                value
+              when Hash
+                ResponseFormat.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to ResponseFormat"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when ResponseFormat
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for StreamOptions
+          class StreamOptionsType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when StreamOptions
+                value
+              when Hash
+                StreamOptions.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to StreamOptions"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when StreamOptions
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for ToolChoice
+          class ToolChoiceType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when ToolChoice
+                value
+              when Hash
+                ToolChoice.new(**value.symbolize_keys)
+              when String
+                ToolChoice.new(mode: value)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to ToolChoice"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when ToolChoice
+                hash = value.serialize
+                # If it's just a mode string, return the string
+                if hash[:mode].present? && hash[:type].blank? && hash[:function].blank? && hash[:custom].blank? && hash[:allowed_tools].blank?
+                  hash[:mode]
+                else
+                  hash
+                end
+              when Hash
+                value
+              when String
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          # Type for WebSearchOptions
+          class WebSearchOptionsType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when WebSearchOptions
+                value
+              when Hash
+                WebSearchOptions.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to WebSearchOptions"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when WebSearchOptions
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/audio.rb b/lib/active_agent/providers/open_ai/chat/requests/audio.rb
new file mode 100644
index 00000000..d9c14ee7
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/audio.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          class Audio < Common::BaseModel
+            # Voice to use for audio output
+            attribute :voice, :string
+
+            # Audio format
+            attribute :format, :string
+
+            validates :voice, inclusion: { in: %w[alloy ash ballad coral echo fable nova onyx sage shimmer] }, allow_nil: true
+            validates :format, inclusion: { in: %w[wav mp3 flac opus pcm16] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/_types.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/_types.rb
new file mode 100644
index 00000000..cb70efb8
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/_types.rb
@@ -0,0 +1,121 @@
+# frozen_string_literal: true
+
+require_relative "content/_types"
+
+# Load all message classes
+require_relative "base"
+require_relative "developer"
+require_relative "system"
+require_relative "user"
+require_relative "assistant"
+require_relative "tool"
+require_relative "function"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Type for Messages array
+            class MessagesType < ActiveModel::Type::Value
+              def initialize
+                super
+                @message_type = MessageType.new
+              end
+
+              def cast(value)
+                case value
+                when Array
+                  value.map { |v| @message_type.cast(v) }
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Messages array"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Array
+                  grouped = []
+
+                  value.each do |message|
+                    if grouped.empty? || grouped.last.role != message.role
+                      grouped << message.deep_dup
+                    else
+                      grouped.last.content += message.content.deep_dup
+                    end
+                  end
+
+                  grouped.map { |v| @message_type.serialize(v) }
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+
+            # Type for individual Message
+            class MessageType < ActiveModel::Type::Value
+              def cast(value)
+                case value
+                when Base
+                  value
+                when String
+                  User.new(content: value)
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  role = hash[:role]&.to_sym
+
+                  case role
+                  when :developer
+                    Developer.new(**hash)
+                  when :system
+                    System.new(**hash)
+                  when :user, nil
+                    User.new(**hash)
+                  when :assistant
+                    Assistant.new(**hash)
+                  when :tool
+                    Tool.new(**hash)
+                  when :function
+                    Function.new(**hash)
+                  else
+                    raise ArgumentError, "Unknown message role: #{role.inspect}"
+                  end
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Message (expected Base, String, Hash, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Base
+                  value.serialize
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class} as Message"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/assistant.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/assistant.rb
new file mode 100644
index 00000000..239261c1
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/assistant.rb
@@ -0,0 +1,42 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Assistant message - messages sent by the model
+            class Assistant < Base
+              attribute :role, :string, as: "assistant"
+              attribute :content # String, null, or array of content parts
+              attribute :name, :string # Optional name for the participant
+              attribute :audio # Audio response from the model
+              attribute :refusal, :string # Refusal message if the model refused to respond
+              attribute :tool_calls # Array of tool calls the model wants to make
+              attribute :function_call # Deprecated: function call (use tool_calls instead)
+
+              # Assistant messages need content, tool_calls, function_call, or refusal
+              validate :validate_has_response_content
+
+              drop_attributes :annotations, :index
+
+              alias_attribute :text, :content
+
+              private
+
+              def validate_has_response_content
+                if content.nil? && tool_calls.nil? && function_call.nil? && refusal.nil?
+                  errors.add(:base, "must have content, tool_calls, function_call, or refusal")
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/base.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/base.rb
new file mode 100644
index 00000000..1fea479e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/base.rb
@@ -0,0 +1,78 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Base class for all OpenAI message types.
+            #
+            # Provides common message structure and conversion utilities for
+            # OpenAI's message format, including role mapping and content extraction.
+            class Base < Common::BaseModel
+              attribute :role, :string
+
+              validates :role, presence: true
+
+              # Converts to common format.
+              #
+              # @return [Hash] message in canonical format
+              def to_common
+                {
+                  role: map_role_to_common,
+                  content: extract_text_content,
+                  name: respond_to?(:name) ? name : nil,
+                  tool_call_id: respond_to?(:tool_call_id) ? tool_call_id : nil
+                }.compact
+              end
+
+              private
+
+              # Maps OpenAI roles to canonical roles.
+              #
+              # @return [String] canonical role name
+              def map_role_to_common
+                case role
+                when "developer", "system"
+                  "system"
+                when "user"
+                  "user"
+                when "assistant"
+                  "assistant"
+                when "tool", "function"
+                  "tool"
+                else
+                  role
+                end
+              end
+
+              # Extracts text content from OpenAI's content structure.
+              #
+              # @return [String, nil] extracted text content
+              def extract_text_content
+                return nil unless respond_to?(:content)
+
+                case content
+                when String
+                  content
+                when Array
+                  # Join all text parts
+                  content.select { |part| part.is_a?(Hash) && part["type"] == "text" }
+                         .map { |part| part["text"] }
+                         .join("\n")
+                when nil
+                  nil
+                else
+                  content.to_s
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/_types.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/_types.rb
new file mode 100644
index 00000000..ef7d620c
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/_types.rb
@@ -0,0 +1,133 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "text"
+require_relative "image"
+require_relative "audio"
+require_relative "file"
+require_relative "refusal"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Type for handling content (string or array of content parts)
+              class ContentsType < ActiveModel::Type::Value
+                def initialize
+                  super
+                  @content_type = ContentType.new
+                end
+
+                def cast(value)
+                  case value
+                  when String
+                    # Plain text string - convert to array with single text content
+                    [ Text.new(text: value) ]
+                  when Array
+                    # Array of content parts - cast each part
+                    value.map { |part| @content_type.cast(part) }
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot cast #{value.class} to Contents (expected String, Array, or nil)"
+                  end
+                end
+
+                def serialize(value)
+                  case value
+                  when String
+                    value
+                  when Array
+                    array = value.map { |part| @content_type.serialize(part) }
+
+                    if array in [ { type: "text", text: String } ]
+                      array.first[:text]
+                    else
+                      array
+                    end
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot serialize #{value.class} as Contents"
+                  end
+                end
+
+                def deserialize(value)
+                  cast(value)
+                end
+              end
+
+              # Type for individual content items
+              class ContentType < ActiveModel::Type::Value
+                def cast(value)
+                  case value
+                  when Base
+                    value
+                  when Hash
+                    hash = value.deep_symbolize_keys
+                    type = hash[:type]&.to_sym
+
+                    case type
+                    when :text
+                      Text.new(**hash)
+                    when :image_url
+                      Image.new(**hash)
+                    when :input_audio
+                      Audio.new(**hash)
+                    when :file
+                      File.new(**hash)
+                    when :refusal
+                      Refusal.new(**hash)
+                    when nil
+                      # When type is nil, check for specific content keys to infer type
+                      if hash.key?(:text)
+                        Text.new(**hash)
+                      elsif hash.key?(:image)
+                        Image.new(**hash.merge(image_url: hash.delete(:image)))
+                      elsif hash.key?(:document)
+                        File.new(**hash.merge(file: hash.delete(:document)))
+                      else
+                        raise ArgumentError, "Cannot determine content type from hash keys: #{hash.keys.inspect}"
+                      end
+                    else
+                      raise ArgumentError, "Unknown content type: #{type.inspect}"
+                    end
+                  when String
+                    # Plain text string becomes text content
+                    Text.new(text: value)
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot cast #{value.class} to Content (expected Base, Hash, String, or nil)"
+                  end
+                end
+
+                def serialize(value)
+                  case value
+                  when Base
+                    value.serialize
+                  when Hash
+                    value
+                  when String
+                    { type: "text", text: value }
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot serialize #{value.class} as Content"
+                  end
+                end
+
+                def deserialize(value)
+                  cast(value)
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/audio.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/audio.rb
new file mode 100644
index 00000000..e5346810
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/audio.rb
@@ -0,0 +1,35 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Audio content part
+              class Audio < Base
+                attribute :type, :string, as: "input_audio"
+                attribute :input_audio, default: -> { {} }
+
+                validates :input_audio, presence: true
+
+                # Nested input_audio object
+                def input_audio=(value)
+                  case value
+                  when Hash
+                    super(value.symbolize_keys)
+                  else
+                    super(value)
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/base.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/base.rb
new file mode 100644
index 00000000..ceea4236
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/base.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Base class for content parts
+              class Base < Common::BaseModel
+                attribute :type, :string
+
+                validates :type, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/file.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/file.rb
new file mode 100644
index 00000000..c8498836
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/file.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "files/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # File content part
+              class File < Base
+                attribute :type, :string, as: "file"
+                attribute :file, Files::DetailsType.new
+
+                validates :file, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/_types.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/_types.rb
new file mode 100644
index 00000000..4579d16b
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/_types.rb
@@ -0,0 +1,60 @@
+# frozen_string_literal: true
+
+require_relative "details"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              module Files
+                # Type for the nested file object
+                class DetailsType < ActiveModel::Type::Value
+                  def cast(value)
+                    case value
+                    when Details
+                      value
+                    when Hash
+                      Details.new(**value.deep_symbolize_keys)
+                    when String
+                      if value.start_with?("data:")
+                        Details.new(file_data: value)
+                      elsif value.match?(%r{\Ahttps?://})
+                        raise ArgumentError, "HTTP/S URLs are not supported. Use a base64 data instead"
+                      else
+                        Details.new(file_data: value)
+                      end
+                    when nil
+                      nil
+                    else
+                      raise ArgumentError, "Cannot cast #{value.class} to File::Details"
+                    end
+                  end
+
+                  def serialize(value)
+                    case value
+                    when Details
+                      value.serialize
+                    when Hash
+                      value
+                    when nil
+                      nil
+                    else
+                      raise ArgumentError, "Cannot serialize #{value.class}"
+                    end
+                  end
+
+                  def deserialize(value)
+                    cast(value)
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/details.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/details.rb
new file mode 100644
index 00000000..0401330f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/files/details.rb
@@ -0,0 +1,41 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              module Files
+                # Represents the nested file object within File content part
+                class Details < Common::BaseModel
+                  # The base64 encoded file data, used when passing the file to the model as a string
+                  attribute :file_data, :string
+
+                  # The ID of an uploaded file to use as input
+                  attribute :file_id, :string
+
+                  # The name of the file, used when passing the file to the model as a string
+                  attribute :filename, :string
+
+                  # Override serialize to strip data URI prefix from file_data
+                  def file_data=(value)
+                    # Strip data URI prefix from file_data if present
+                    if value&.match?(/\Adata:[^;]+;base64,/)
+                      value = value.sub(/\Adata:[^;]+;base64,/, "")
+                    end
+
+                    super(value)
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/image.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/image.rb
new file mode 100644
index 00000000..bbfd5b5e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/image.rb
@@ -0,0 +1,37 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Image content part
+              class Image < Base
+                attribute :type, :string, as: "image_url"
+                attribute :image_url, default: -> { {} }
+
+                validates :image_url, presence: true
+
+                # Nested image_url object
+                def image_url=(value)
+                  case value
+                  when Hash
+                    super(value.symbolize_keys)
+                  when String
+                    super({ url: value })
+                  else
+                    super(value)
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/refusal.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/refusal.rb
new file mode 100644
index 00000000..9b02604a
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/refusal.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Refusal content part (used in assistant messages)
+              class Refusal < Base
+                attribute :type, :string, as: "refusal"
+                attribute :refusal, :string
+
+                validates :refusal, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/content/text.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/content/text.rb
new file mode 100644
index 00000000..db1a62d5
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/content/text.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            module Content
+              # Text content part
+              class Text < Base
+                attribute :type, :string, as: "text"
+                attribute :text, :string
+
+                validates :text, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/developer.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/developer.rb
new file mode 100644
index 00000000..0f662a6f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/developer.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Developer message - instructions that the model should follow (o1 models and newer)
+            class Developer < Base
+              attribute :role, :string, as: "developer"
+              attribute :content, Content::ContentsType.new # String or array of content parts
+              attribute :name, :string # Optional name for the participant
+
+              validates :content, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/function.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/function.rb
new file mode 100644
index 00000000..d68e9451
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/function.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Function message - result from a function call (deprecated)
+            class Function < Base
+              attribute :role, :string, as: "function"
+              attribute :content, :string # Result of the function call
+              attribute :name, :string # Name of the function that was called
+
+              validates :content, presence: true
+              validates :name, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/system.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/system.rb
new file mode 100644
index 00000000..2ebdb777
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/system.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # System message - instructions that the model should follow (older models)
+            class System < Base
+              attribute :role, :string, as: "system"
+              attribute :content, Content::ContentsType.new # String or array of content parts
+              attribute :name, :string # Optional name for the participant
+
+              validates :content, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/tool.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/tool.rb
new file mode 100644
index 00000000..24416778
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/tool.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # Tool message - result from a tool call
+            class Tool < Base
+              attribute :role, :string, as: "tool"
+              attribute :content, Content::ContentsType.new # String or array of content parts
+              attribute :tool_call_id, :string # ID of the tool call this is a response to
+
+              validates :content, presence: true
+              validates :tool_call_id, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/messages/user.rb b/lib/active_agent/providers/open_ai/chat/requests/messages/user.rb
new file mode 100644
index 00000000..8f4fb268
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/messages/user.rb
@@ -0,0 +1,32 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Messages
+            # User message - messages sent by an end user
+            class User < Base
+              attribute :role, :string, as: "user"
+              attribute :content, Content::ContentsType.new # String or array of content parts
+              attribute :name, :string # Optional name for the participant
+
+              validates :content, presence: true
+
+              %i[text image document].each do |content_type|
+                define_method(:"#{content_type}=") do |value|
+                  self.content ||= []
+                  self.content += [ { content_type => value } ]
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/prediction.rb b/lib/active_agent/providers/open_ai/chat/requests/prediction.rb
new file mode 100644
index 00000000..2c4af3db
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/prediction.rb
@@ -0,0 +1,46 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          class Prediction < Common::BaseModel
+            # Type of predicted content (always "content")
+            attribute :type, :string, default: "content"
+
+            # Content that should be matched (string or array of content parts)
+            attribute :content
+
+            validates :type, inclusion: { in: %w[content] }, allow_nil: true
+
+            # Validate content is present and in correct format
+            validate :validate_content_format
+
+            private
+
+            def validate_content_format
+              if content.blank?
+                errors.add(:content, "must be present")
+                return
+              end
+
+              # Content can be a string or an array of content parts
+              if content.is_a?(Array)
+                content.each do |part|
+                  unless part.is_a?(Hash) && part[:type].present?
+                    errors.add(:content, "array elements must be hashes with a 'type' field")
+                  end
+                end
+              elsif !content.is_a?(String)
+                errors.add(:content, "must be a string or array of content parts")
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/response_format.rb b/lib/active_agent/providers/open_ai/chat/requests/response_format.rb
new file mode 100644
index 00000000..58052e18
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/response_format.rb
@@ -0,0 +1,53 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          class ResponseFormat < Common::BaseModel
+            # Type of response format (text, json_schema, json_object)
+            attribute :type, :string
+
+            # JSON schema configuration (only for json_schema type)
+            attribute :json_schema # Hash with name, description, schema, strict
+
+            validates :type, inclusion: { in: %w[text json_schema json_object] }, allow_nil: true
+
+            # Validate that json_schema is present when type is json_schema
+            validate :validate_json_schema_presence
+
+            private
+
+            def validate_json_schema_presence
+              if type == "json_schema" && json_schema.blank?
+                errors.add(:json_schema, "must be present when type is 'json_schema'")
+              end
+
+              if json_schema.present? && json_schema.is_a?(Hash)
+                validate_json_schema_structure
+              end
+            end
+
+            def validate_json_schema_structure
+              unless json_schema[:name].present?
+                errors.add(:json_schema, "must include 'name' field")
+              end
+
+              if json_schema[:name].present? && json_schema[:name].length > 64
+                errors.add(:json_schema, "name must be 64 characters or less")
+              end
+
+              # Name must match pattern: a-z, A-Z, 0-9, underscores and dashes
+              if json_schema[:name].present? && json_schema[:name] !~ /^[a-zA-Z0-9_-]+$/
+                errors.add(:json_schema, "name must contain only a-z, A-Z, 0-9, underscores and dashes")
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/stream_options.rb b/lib/active_agent/providers/open_ai/chat/requests/stream_options.rb
new file mode 100644
index 00000000..5025c6c2
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/stream_options.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          class StreamOptions < Common::BaseModel
+            # Include usage information in the stream
+            attribute :include_usage, :boolean
+
+            # Include obfuscation in the stream
+            attribute :include_obfuscation, :boolean
+
+            validates :include_usage, inclusion: { in: [ true, false ] }, allow_nil: true
+            validates :include_obfuscation, inclusion: { in: [ true, false ] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/tool_choice.rb b/lib/active_agent/providers/open_ai/chat/requests/tool_choice.rb
new file mode 100644
index 00000000..35cfdd5f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/tool_choice.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          # Tool choice configuration
+          class ToolChoice < Common::BaseModel
+            # Can be string ("none", "auto", "required") or object
+            attribute :mode, :string
+            attribute :type, :string
+            attribute :function # Hash with name
+            attribute :custom # Hash with name
+            attribute :allowed_tools # Hash with mode and tools array
+
+            validates :mode, inclusion: { in: %w[none auto required] }, allow_nil: true
+            validates :type, inclusion: { in: %w[function custom allowed_tools] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/tools/_types.rb b/lib/active_agent/providers/open_ai/chat/requests/tools/_types.rb
new file mode 100644
index 00000000..a78a43aa
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/tools/_types.rb
@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "custom_tool"
+require_relative "function_tool"
diff --git a/lib/active_agent/providers/open_ai/chat/requests/tools/base.rb b/lib/active_agent/providers/open_ai/chat/requests/tools/base.rb
new file mode 100644
index 00000000..69067a57
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/tools/base.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Tools
+            # Base class for tools
+            class Base < Common::BaseModel
+              attribute :type, :string
+
+              validates :type, inclusion: { in: %w[function custom] }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/tools/custom_tool.rb b/lib/active_agent/providers/open_ai/chat/requests/tools/custom_tool.rb
new file mode 100644
index 00000000..6e4cae6e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/tools/custom_tool.rb
@@ -0,0 +1,41 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Tools
+            # Custom tool
+            class CustomTool < Base
+              attribute :type, :string, as: "custom"
+              attribute :custom # Hash with name, description, format
+
+              validate :validate_custom_structure
+
+              private
+
+              def validate_custom_structure
+                if custom.blank?
+                  errors.add(:custom, "must be present")
+                  return
+                end
+
+                unless custom.is_a?(Hash)
+                  errors.add(:custom, "must be a hash")
+                  return
+                end
+
+                unless custom[:name].present?
+                  errors.add(:custom, "must include 'name' field")
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/tools/function_tool.rb b/lib/active_agent/providers/open_ai/chat/requests/tools/function_tool.rb
new file mode 100644
index 00000000..fc0c6e22
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/tools/function_tool.rb
@@ -0,0 +1,51 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          module Tools
+            # Function tool
+            class FunctionTool < Base
+              attribute :type, :string, as: "function"
+              attribute :function # Hash with name, description, parameters, strict
+
+              validate :validate_function_structure
+
+              private
+
+              def validate_function_structure
+                if function.blank?
+                  errors.add(:function, "must be present")
+                  return
+                end
+
+                unless function.is_a?(Hash)
+                  errors.add(:function, "must be a hash")
+                  return
+                end
+
+                unless function[:name].present?
+                  errors.add(:function, "must include 'name' field")
+                end
+
+                if function[:name].present?
+                  if function[:name].length > 64
+                    errors.add(:function, "name must be 64 characters or less")
+                  end
+
+                  unless function[:name] =~ /^[a-zA-Z0-9_-]+$/
+                    errors.add(:function, "name must contain only a-z, A-Z, 0-9, underscores and dashes")
+                  end
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat/requests/web_search_options.rb b/lib/active_agent/providers/open_ai/chat/requests/web_search_options.rb
new file mode 100644
index 00000000..a15af4d4
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat/requests/web_search_options.rb
@@ -0,0 +1,45 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Chat
+        module Requests
+          class WebSearchOptions < Common::BaseModel
+            # Search context size (low, medium, high)
+            attribute :search_context_size, :string
+
+            # User location for search
+            attribute :user_location # Hash with type and approximate
+
+            validates :search_context_size, inclusion: { in: %w[low medium high] }, allow_nil: true
+
+            # Validate user_location format
+            validate :validate_user_location_format
+
+            private
+
+            def validate_user_location_format
+              return if user_location.nil?
+
+              unless user_location.is_a?(Hash)
+                errors.add(:user_location, "must be a hash")
+                return
+              end
+
+              unless user_location[:type] == "approximate"
+                errors.add(:user_location, "type must be 'approximate'")
+              end
+
+              unless user_location[:approximate].is_a?(Hash)
+                errors.add(:user_location, "must include 'approximate' hash")
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/chat_provider.rb b/lib/active_agent/providers/open_ai/chat_provider.rb
new file mode 100644
index 00000000..783f951d
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/chat_provider.rb
@@ -0,0 +1,171 @@
+require_relative "_base"
+require_relative "chat/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      # Provider implementation for OpenAI's Chat Completion API.
+      #
+      # Handles chat-based interactions including streaming responses,
+      # function/tool calling, and message management. Uses OpenAI's
+      # chat completions endpoint for generating responses.
+      #
+      # @see Base
+      # @see https://platform.openai.com/docs/api-reference/chat
+      class ChatProvider < Base
+        def options_klass       = Options
+        def prompt_request_type = Chat::RequestType.new
+
+        protected
+
+        # Executes a chat completion request via OpenAI's API.
+        #
+        # @param parameters [Hash] The chat completion request parameters
+        # @return [Hash, nil] The symbolized API response or nil if empty
+        def api_prompt_execute(parameters)
+          instrument("api_request.provider.active_agent", model: parameters[:model])
+          client.chat(parameters:).presence&.deep_symbolize_keys
+        end
+
+        # Processes streaming response chunks from OpenAI's chat API.
+        #
+        # Handles message deltas, content updates, and completion detection.
+        # Manages the message stack and broadcasts streaming updates.
+        #
+        # @param api_response_chunk [Hash] The streaming response chunk
+        # @return [void]
+        def process_stream_chunk(api_response_chunk)
+          api_response_chunk.deep_symbolize_keys!
+
+          instrument("stream_chunk_processing.provider.active_agent")
+
+          broadcast_stream_open
+          return unless api_response_chunk.dig(:choices, 0)
+
+          # If we have a delta, we need to update a message in the stack
+          if (api_message = api_response_chunk.dig(:choices, 0))
+            message = find_or_create_message(api_message[:index])
+            message = message_merge_delta(message, api_message[:delta])
+
+            # Stream back content changes as they come in
+            if api_message.dig(:delta, :content)
+              broadcast_stream_update(message_stack.last, api_message.dig(:delta, :content))
+            end
+          end
+
+          # If this is the last api_response_chunk to be processed
+          return unless api_response_chunk.dig(:choices, 0, :finish_reason)
+
+          instrument("stream_finished.provider.active_agent", finish_reason: api_response_chunk.dig(:choices, 0, :finish_reason))
+
+          # Once we are finished, close out and run tooling callbacks (Recursive)
+          process_prompt_finished
+        end
+
+        # Processes function/tool calls from the API response.
+        #
+        # Executes each tool call and creates tool response messages
+        # for the next iteration of the conversation.
+        #
+        # @param api_function_calls [Array<Hash>] Array of function call objects
+        # @return [void]
+        def process_function_calls(api_function_calls)
+          api_function_calls.each do |api_function_call|
+            content = case api_function_call[:type]
+            when "function"
+              instrument("tool_execution.provider.active_agent", tool_name: api_function_call.dig(:function, :name))
+              process_tool_call_function(api_function_call[:function])
+            else
+              fail "Unexpected Tool Call Type: #{api_function_call[:type]}"
+            end
+
+            message = Chat::Requests::Messages::Tool.new(
+              tool_call_id: api_function_call[:id],
+              content: content.to_json
+            )
+
+            message_stack.push(message.serialize)
+          end
+        end
+
+        # Extracts messages from the completed API response.
+        #
+        # @param api_response [Hash] The completed API response
+        # @return [Array<Hash>, nil] Array containing the message hash or nil
+        def process_prompt_finished_extract_messages(api_response)
+          api_message = api_response&.dig(:choices, 0, :message)
+
+          [ api_message ] if api_message
+        end
+
+        # Extracts function calls from the last message in the stack.
+        #
+        # @return [Array<Hash>, nil] Array of tool call hashes or nil
+        def process_prompt_finished_extract_function_calls
+          message_stack.last[:tool_calls]
+        end
+
+        # Merges streaming delta into a message.
+        #
+        # Separated from hash_merge_delta to allow Ollama to override role handling.
+        #
+        # @param message [Hash] The current message being built
+        # @param delta [Hash] The delta to merge into the message
+        # @return [Hash] The merged message
+        def message_merge_delta(message, delta)
+          hash_merge_delta(message, delta)
+        end
+
+        private
+
+        # Finds an existing message by ID or creates a new one.
+        #
+        # @param id [Integer] The message index ID
+        # @return [Hash] The found or newly created message
+        def find_or_create_message(id)
+          message = message_stack.find { it[:index] == id }
+          return message if message
+
+          message_stack << { index: id }
+          message_stack.last
+        end
+
+        # Recursively merges delta changes into a hash structure.
+        #
+        # Handles the complex delta merging needed for OpenAI's streaming API,
+        # including arrays with indexed items and string concatenation.
+        #
+        # @param hash [Hash] The target hash to merge into
+        # @param delta [Hash] The delta changes to apply
+        # @return [Hash] The merged hash
+        def hash_merge_delta(hash, delta)
+          delta.each do |key, value|
+            case hash[key]
+            when Hash
+              hash[key] = hash_merge_delta(hash[key], value)
+            when Array
+              value.each do |delta_item|
+                if delta_item.is_a?(Hash) && delta_item[:index]
+                  hash_item = hash[key].find { |it| it[:index] == delta_item[:index] }
+                  if hash_item
+                    hash_merge_delta(hash_item, delta_item)
+                  else
+                    hash[key] << delta_item
+                  end
+                else
+                  hash[key] << delta_item
+                end
+              end
+            when String
+              hash[key] += value
+            else
+              hash[key] = value
+            end
+          end
+
+          hash
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/embedding/_types.rb b/lib/active_agent/providers/open_ai/embedding/_types.rb
new file mode 100644
index 00000000..0060ebc0
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/embedding/_types.rb
@@ -0,0 +1,45 @@
+# frozen_string_literal: true
+
+require_relative "requests/_types"
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Embedding
+        # Type for Request model
+        class RequestType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Request
+              value
+            when Hash
+              Request.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Request"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Request
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/embedding/request.rb b/lib/active_agent/providers/open_ai/embedding/request.rb
new file mode 100644
index 00000000..c1f59cb2
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/embedding/request.rb
@@ -0,0 +1,85 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Embedding
+        class Request < Common::BaseModel
+          # Input text to embed (required)
+          # Can be a string or array of strings or array of token arrays
+          # - Must not exceed max input tokens for the model (8192 for all embedding models)
+          # - Cannot be an empty string
+          # - Arrays must be 2048 dimensions or less
+          # - Maximum of 300,000 tokens summed across all inputs in a single request
+          attribute :input, Requests::InputType.new
+
+          # Model ID (required)
+          attribute :model, :string
+
+          # Number of dimensions for output embeddings (optional)
+          # Only supported in text-embedding-3 and later models
+          attribute :dimensions, :integer
+
+          # Format for returned embeddings (optional)
+          # Can be "float" or "base64"
+          attribute :encoding_format, :string, default: "float"
+
+          # Unique identifier for end-user (optional, deprecated)
+          # Can help OpenAI monitor and detect abuse
+          attribute :user, :string
+
+          # Validations
+          validates :input, :model,   presence: true
+          validates :encoding_format, inclusion: { in: %w[float base64] }, allow_nil: true
+          validates :dimensions,      numericality: { greater_than: 0 },   allow_nil: true
+
+          # Custom validations
+          validate :validate_input_format
+          validate :validate_input_not_empty
+
+          private
+
+          def validate_input_format
+            return if input.nil?
+
+            unless input.is_a?(Array)
+              errors.add(:input, "must be stored as an array internally")
+              return
+            end
+
+            # Validate array contents
+            input.each_with_index do |item, index|
+              case item
+              when String
+                if item.empty?
+                  errors.add(:input, "cannot contain empty strings at index #{index}")
+                end
+              when Array
+                # Token array validation
+                if item.length > 2048
+                  errors.add(:input, "token arrays must be 2048 dimensions or less at index #{index}")
+                end
+                if item.empty?
+                  errors.add(:input, "cannot contain empty token arrays at index #{index}")
+                end
+              else
+                errors.add(:input, "array elements must be strings or token arrays at index #{index}")
+              end
+            end
+          end
+
+          def validate_input_not_empty
+            return if input.nil?
+
+            if input.is_a?(Array) && input.empty?
+              errors.add(:input, "cannot be an empty array")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/embedding/requests/_types.rb b/lib/active_agent/providers/open_ai/embedding/requests/_types.rb
new file mode 100644
index 00000000..8265879d
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/embedding/requests/_types.rb
@@ -0,0 +1,49 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Embedding
+        module Requests
+          # Custom type for handling embedding input
+          # Can be a string, array of strings, or array of token arrays
+          # Always stores internally as an array for consistency
+          class InputType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when String
+                [ value.presence ].compact
+              when Array
+                value.compact
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Input (expected String or Array)"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Array
+                # Return single string if array has only one string element
+                if value in [ String => string ]
+                  string
+                else
+                  value
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/options.rb b/lib/active_agent/providers/open_ai/options.rb
new file mode 100644
index 00000000..2bb85c08
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/options.rb
@@ -0,0 +1,86 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      class Options < Common::BaseModel
+        attribute :access_token,    :string
+        attribute :uri_base,        :string
+        attribute :request_timeout, :integer
+        attribute :organization_id, :string
+        attribute :admin_token,     :string
+        attribute :log_errors,      :boolean, default: false
+
+        validates :access_token, presence: true
+
+        # Backwards Compatibility
+        alias_attribute :host,    :uri_base
+        alias_attribute :api_key, :access_token
+
+        # Initialize from a hash (kwargs) with fallback to environment variables and OpenAI gem configuration
+        def initialize(kwargs = {})
+          kwargs = kwargs.deep_symbolize_keys if kwargs.respond_to?(:deep_symbolize_keys)
+
+          super(**deep_compact(kwargs.except(:default_url_options).merge(
+            access_token:    kwargs[:access_token]    || resolve_access_token(kwargs),
+            admin_token:     kwargs[:admin_token]     || resolve_admin_token(kwargs),
+            log_errors:      kwargs[:log_errors]      || resolve_log_errors(kwargs),
+            organization_id: kwargs[:organization_id] || resolve_organization_id(kwargs),
+          )))
+        end
+
+        private
+
+        def resolve_access_token(kwargs)
+          kwargs[:api_key] ||
+            openai_configuration_access_token ||
+            ENV["OPENAI_ACCESS_TOKEN"] ||
+            ENV["OPEN_AI_ACCESS_TOKEN"]
+        end
+
+        def resolve_admin_token(kwargs)
+            openai_configuration_admin_token ||
+            ENV["OPENAI_ADMIN_TOKEN"] ||
+            ENV["OPEN_AI_ADMIN_TOKEN"]
+        end
+
+        def resolve_log_errors(kwargs)
+          return nil unless defined?(::Rails)
+          ::Rails.env.local?
+        rescue
+          nil
+        end
+
+        def resolve_organization_id(kwargs)
+            openai_configuration_organization_id ||
+            ENV["OPENAI_ORGANIZATION_ID"] ||
+            ENV["OPEN_AI_ORGANIZATION_ID"]
+        end
+
+
+        def openai_configuration_access_token
+          return nil unless defined?(::OpenAI)
+          ::OpenAI.configuration.access_token
+        rescue
+          nil
+        end
+
+        def openai_configuration_organization_id
+          return nil unless defined?(::OpenAI)
+          ::OpenAI.configuration.organization_id
+        rescue
+          nil
+        end
+
+        def openai_configuration_admin_token
+          return nil unless defined?(::OpenAI)
+          ::OpenAI.configuration.admin_token
+        rescue
+          nil
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/_types.rb b/lib/active_agent/providers/open_ai/responses/_types.rb
new file mode 100644
index 00000000..bc3ecf6c
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/_types.rb
@@ -0,0 +1,50 @@
+# frozen_string_literal: true
+
+require_relative "request"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        # Type for Request model
+        class RequestType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Request
+              value
+            when Hash
+              Request.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Request"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Request
+              hash = value.serialize
+
+              if hash[:input] in [ { role: "user", content: String } ]
+                hash[:input] = hash[:input][0][:content]
+              end
+
+              hash
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/request.rb b/lib/active_agent/providers/open_ai/responses/request.rb
new file mode 100644
index 00000000..41080c8b
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/request.rb
@@ -0,0 +1,163 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "requests/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        class Request < Common::BaseModel
+          # Background execution
+          attribute :background, :boolean, default: false
+
+          # Conversation
+          attribute :conversation, Requests::ConversationType.new
+
+          # Include additional output data
+          attribute :include, default: -> { [] } # Array of strings
+
+          # Input items (text, image, or file inputs)
+          attribute :input, Requests::Inputs::MessagesType.new
+
+          # Instructions (system/developer message)
+          attribute :instructions, :string
+
+          # Token limits
+          attribute :max_output_tokens, :integer
+          attribute :max_tool_calls, :integer
+
+          # Metadata
+          attribute :metadata # Hash of key-value pairs
+
+          # Model ID
+          attribute :model, :string
+
+          # Parallel tool calls
+          attribute :parallel_tool_calls, :boolean, default: true
+
+          # Previous response ID for multi-turn conversations
+          attribute :previous_response_id, :string
+
+          # Prompt template reference
+          attribute :prompt, Requests::PromptReferenceType.new
+
+          # Cache key for optimization
+          attribute :prompt_cache_key, :string
+
+          # Reasoning configuration (for o-series and gpt-5 models)
+          attribute :reasoning, Requests::ReasoningType.new
+
+          # Safety identifier for usage policy detection
+          attribute :safety_identifier, :string
+
+          # Service tier
+          attribute :service_tier, :string, default: "auto"
+
+          # Storage
+          attribute :store, :boolean, default: true
+
+          # Streaming
+          attribute :stream, :boolean, default: false
+          attribute :stream_options, Requests::StreamOptionsType.new
+
+          # Temperature sampling
+          attribute :temperature, :float, default: 1
+
+          # Text response configuration
+          attribute :text, Requests::TextType.new
+
+          # Tool choice
+          attribute :tool_choice, Requests::ToolChoiceType.new
+
+          # Tools array
+          attribute :tools, Requests::Tools::ToolsType.new
+
+          # Top logprobs
+          attribute :top_logprobs, :integer
+
+          # Top P sampling
+          attribute :top_p, :float, default: 1
+
+          # Truncation strategy
+          attribute :truncation, :string, default: "disabled"
+
+          # User identifier (deprecated, use safety_identifier or prompt_cache_key)
+          attribute :user, :string
+
+          # Validations
+          validates :max_output_tokens, numericality: { greater_than: 0 },                                        allow_nil: true
+          validates :max_tool_calls,    numericality: { greater_than: 0 },                                        allow_nil: true
+          validates :temperature,       numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 2 },  allow_nil: true
+          validates :top_p,             numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 },  allow_nil: true
+          validates :top_logprobs,      numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 20 }, allow_nil: true
+          validates :service_tier,      inclusion: { in: %w[auto default flex priority] },                        allow_nil: true
+          validates :truncation,        inclusion: { in: %w[auto disabled] },                                     allow_nil: true
+
+          validate :validate_conversation_exclusivity
+          validate :validate_metadata_format
+          validate :validate_include_values
+
+          # Common Format Mapping
+          alias_attribute :messages,        :input
+          alias_attribute :message,         :input
+          alias_attribute :response_format, :text
+
+          # Common Format Compatability
+          def instructions=(value)
+            super(value.is_a?(Array) ? value.join("\n") : value)
+          end
+
+          private
+
+          def validate_conversation_exclusivity
+            if conversation.present? && previous_response_id.present?
+              errors.add(:base, "Cannot use both conversation and previous_response_id")
+            end
+          end
+
+          def validate_metadata_format
+            return if metadata.nil?
+
+            unless metadata.is_a?(Hash)
+              errors.add(:metadata, "must be a hash")
+              return
+            end
+
+            metadata.each do |key, value|
+              if key.to_s.length > 64
+                errors.add(:metadata, "keys must be 64 characters or less")
+              end
+              if value.to_s.length > 512
+                errors.add(:metadata, "values must be 512 characters or less")
+              end
+            end
+
+            if metadata.size > 16
+              errors.add(:metadata, "must have 16 key-value pairs or less")
+            end
+          end
+
+          def validate_include_values
+            return if include.nil? || include.empty?
+
+            valid_include_values = [
+              "web_search_call.action.sources",
+              "code_interpreter_call.outputs",
+              "computer_call_output.output.image_url",
+              "file_search_call.results",
+              "message.input_image.image_url",
+              "message.output_text.logprobs",
+              "reasoning.encrypted_content"
+            ]
+
+            invalid_values = include - valid_include_values
+            if invalid_values.any?
+              errors.add(:include, "contains invalid values: #{invalid_values.join(', ')}")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/_types.rb b/lib/active_agent/providers/open_ai/responses/requests/_types.rb
new file mode 100644
index 00000000..32ae65cf
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/_types.rb
@@ -0,0 +1,231 @@
+# frozen_string_literal: true
+
+require_relative "inputs/_types"
+require_relative "tools/_types"
+
+require_relative "conversation"
+require_relative "prompt_reference"
+require_relative "reasoning"
+require_relative "stream_options"
+require_relative "text"
+require_relative "tool_choice"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class ConversationType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Conversation
+                value
+              when Hash
+                Conversation.new(**value.symbolize_keys)
+              when String
+                value # Can be a conversation ID string
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Conversation"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Conversation
+                value.serialize
+              when Hash
+                value
+              when String
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          class PromptReferenceType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when PromptReference
+                value
+              when Hash
+                PromptReference.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to PromptReference"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when PromptReference
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          class ReasoningType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Reasoning
+                value
+              when Hash
+                Reasoning.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Reasoning"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Reasoning
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          class StreamOptionsType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when StreamOptions
+                value
+              when Hash
+                StreamOptions.new(**value.symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to StreamOptions"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when StreamOptions
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          class TextType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when Text
+                value
+              when Hash
+                if value.key?(:json_schema)
+                  Text.new(**value.symbolize_keys.except(:type)) # Prevent Losing the Schema on Format setting
+                else
+                  Text.new(**value.symbolize_keys)
+                end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Text"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when Text
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+
+          class ToolChoiceType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when ToolChoice
+                value
+              when Hash
+                ToolChoice.new(**value.symbolize_keys)
+              when String
+                ToolChoice.new(mode: value)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to ToolChoice"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when ToolChoice
+                hash = value.serialize
+                # If it's just a mode string, return the string
+                if hash[:mode].present? && hash[:type].blank? && hash[:function].blank? && hash[:custom].blank?
+                  hash[:mode]
+                else
+                  hash
+                end
+              when Hash
+                value
+              when String
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/conversation.rb b/lib/active_agent/providers/open_ai/responses/requests/conversation.rb
new file mode 100644
index 00000000..081367fc
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/conversation.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class Conversation < Common::BaseModel
+            # Conversation ID
+            attribute :id, :string
+
+            # Optional: Store conversation items
+            attribute :store, :boolean
+
+            validates :id, presence: true, if: -> { store.nil? }
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/_types.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/_types.rb
new file mode 100644
index 00000000..c8f7e73e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/_types.rb
@@ -0,0 +1,262 @@
+# frozen_string_literal: true
+
+require_relative "content/_types"
+
+require_relative "base"
+require_relative "tool_call_base"
+require_relative "input_message"
+require_relative "output_message"
+require_relative "user_message"
+require_relative "system_message"
+require_relative "developer_message"
+require_relative "assistant_message"
+require_relative "tool_message"
+require_relative "function_call_output"
+require_relative "item_reference"
+require_relative "reasoning"
+
+# Tool call types
+require_relative "file_search_tool_call"
+require_relative "computer_tool_call"
+require_relative "computer_tool_call_output"
+require_relative "web_search_tool_call"
+require_relative "function_tool_call"
+require_relative "image_gen_tool_call"
+require_relative "code_interpreter_tool_call"
+require_relative "local_shell_tool_call"
+require_relative "local_shell_tool_call_output"
+require_relative "custom_tool_call"
+require_relative "custom_tool_call_output"
+
+# MCP types
+require_relative "mcp_list_tools"
+require_relative "mcp_approval_request"
+require_relative "mcp_approval_response"
+require_relative "mcp_tool_call"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Type for handling items (array of items - full Item types)
+            class ItemsType < ActiveModel::Type::Value
+              def initialize
+                super
+                @item_type = ItemType.new
+              end
+
+              def cast(value)
+                case value
+                when String
+                  # Plain text string becomes array with single user message
+                  [ UserMessage.new(text: value) ]
+                when Array
+                  value.map { |item| @item_type.cast(item) }
+                when Hash
+                  # Single hash becomes array with one item
+                  [ @item_type.cast(value) ]
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Items (expected String, Array, Hash, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when String
+                  value
+                when Array
+                  value.map { |v| @item_type.serialize(v) }
+                when Hash
+                  @item_type.serialize(value)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+
+            # Type for handling individual items (messages, tool calls, reasoning, etc.)
+            class ItemType < ActiveModel::Type::Value
+              def initialize
+                super
+                @content_type = Content::ContentType.new
+              end
+
+              def cast(value)
+                case value
+                when Base
+                  value
+                when String
+                  # Plain text string becomes user message
+                  UserMessage.new(text: value)
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  type = hash[:type]&.to_sym
+
+                  case type
+                  # Message types
+                  when :message, nil
+                    cast_message(hash)
+                  # Tool call types
+                  when :file_search_call
+                    FileSearchToolCall.new(**hash)
+                  when :computer_call
+                    ComputerToolCall.new(**hash)
+                  when :computer_call_output
+                    ComputerToolCallOutput.new(**hash)
+                  when :web_search_call
+                    WebSearchToolCall.new(**hash)
+                  when :function_call
+                    FunctionToolCall.new(**hash)
+                  when :function_call_output
+                    FunctionCallOutput.new(**hash)
+                  when :image_generation_call
+                    ImageGenToolCall.new(**hash)
+                  when :code_interpreter_call
+                    CodeInterpreterToolCall.new(**hash)
+                  when :local_shell_call
+                    LocalShellToolCall.new(**hash)
+                  when :local_shell_call_output
+                    LocalShellToolCallOutput.new(**hash)
+                  when :custom_tool_call
+                    CustomToolCall.new(**hash)
+                  when :custom_tool_call_output
+                    CustomToolCallOutput.new(**hash)
+                  # MCP types
+                  when :mcp_list_tools
+                    MCPListTools.new(**hash)
+                  when :mcp_approval_request
+                    MCPApprovalRequest.new(**hash)
+                  when :mcp_approval_response
+                    MCPApprovalResponse.new(**hash)
+                  when :mcp_call
+                    MCPToolCall.new(**hash)
+                  # Other types
+                  when :reasoning
+                    Reasoning.new(**hash)
+                  when :item_reference
+                    ItemReference.new(**hash)
+                  else
+                    raise ArgumentError, "Unknown item type: #{type.inspect}"
+                  end
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Item (expected Base, Hash, String, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Base
+                  hash = value.serialize
+
+                  if hash[:content] in [ { type: "input_text", text: String } ]
+                    hash[:content] = hash[:content].first[:text]
+                  end
+
+                  hash
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class} as Item"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+
+              private
+
+              def cast_message(hash)
+                role = hash[:role]&.to_sym
+
+                case role
+                when :system
+                  SystemMessage.new(**hash)
+                when :developer
+                  DeveloperMessage.new(**hash)
+                when :user, nil
+                  UserMessage.new(**hash)
+                when :assistant
+                  AssistantMessage.new(**hash)
+                when :tool
+                  ToolMessage.new(**hash)
+                else
+                  raise ArgumentError, "Unknown message role: #{role.inspect}"
+                end
+              end
+            end
+
+            # Type for handling messages (array of messages) - kept for backwards compatibility
+            class MessagesType < ActiveModel::Type::Value
+              def initialize
+                super
+                @item_type = ItemType.new
+              end
+
+              def cast(value)
+                case value
+                when String
+                  value
+                when Array
+                  value.map { |item| @item_type.cast(item) }
+                when Hash
+                  # Single hash becomes array with one message
+                  [ @item_type.cast(value) ]
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Input (expected String, Array, or Hash)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when String
+                  value
+                when Array
+                  grouped = []
+
+                  value.each do |message|
+                    if grouped.empty?
+                      grouped << message.deep_dup
+                    elsif grouped.last.role == message.role && grouped.last.type == message.type
+                      grouped.last.content += message.content.deep_dup
+                    else
+                      grouped << message.deep_dup
+                    end
+                  end
+
+                  grouped.map { |v| @item_type.serialize(v) }
+                when Hash
+                  @item_type.serialize(value)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/assistant_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/assistant_message.rb
new file mode 100644
index 00000000..a320126f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/assistant_message.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require_relative "output_message"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Assistant message output for OpenAI Responses API.
+            #
+            # Represents an assistant message in the conversation history.
+            class AssistantMessage < OutputMessage
+              attribute :role, :string, as: "assistant"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/base.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/base.rb
new file mode 100644
index 00000000..8654bd3b
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/base.rb
@@ -0,0 +1,89 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Base class for input items in Responses API
+            class Base < Common::BaseModel
+              attribute :role, :string
+              attribute :content, Content::ContentsType.new
+
+              validates :role, inclusion: {
+                in: %w[system user assistant developer tool],
+                allow_nil: true
+              }
+
+              # Define content setter methods for different content types
+              %i[text image document].each do |content_type|
+                define_method(:"#{content_type}=") do |value|
+                  self.content ||= []
+                  self.content += [ { content_type => value } ]
+                end
+              end
+
+              # Converts to common format.
+              #
+              # @return [Hash] message in canonical format
+              def to_common
+                {
+                  role: map_role_to_common,
+                  content: extract_text_content,
+                  name: respond_to?(:name) ? name : nil,
+                  tool_call_id: respond_to?(:tool_call_id) ? tool_call_id : nil
+                }.compact
+              end
+
+              private
+
+              # Maps OpenAI roles to canonical roles.
+              #
+              # @return [String] canonical role name
+              def map_role_to_common
+                case role
+                when "developer", "system"
+                  "system"
+                when "user"
+                  "user"
+                when "assistant"
+                  "assistant"
+                when "tool", "function"
+                  "tool"
+                else
+                  role
+                end
+              end
+
+              # Extracts text content from OpenAI's content structure.
+              #
+              # @return [String, nil] extracted text content
+              def extract_text_content
+                return nil unless respond_to?(:content)
+
+                case content
+                when String
+                  content
+                when Array
+                  # For Responses API, content is an array of content objects (InputText, etc.)
+                  content.select { |part| part.respond_to?(:text) }
+                         .map(&:text)
+                         .compact
+                         .join("\n")
+                when nil
+                  nil
+                else
+                  content.to_s
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/code_interpreter_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/code_interpreter_tool_call.rb
new file mode 100644
index 00000000..09692ee9
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/code_interpreter_tool_call.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Code interpreter tool call - runs Python code
+            class CodeInterpreterToolCall < ToolCallBase
+              attribute :type, :string, as: "code_interpreter_call"
+              attribute :container_id, :string
+              attribute :code, :string # Can be null
+              attribute :outputs # Always an array of output objects, can be empty
+
+              validates :type, inclusion: { in: %w[code_interpreter_call], allow_nil: false }
+              validates :container_id, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete interpreting failed],
+                allow_nil: false
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call.rb
new file mode 100644
index 00000000..de39fe41
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Computer tool call - computer use tool
+            class ComputerToolCall < ToolCallBase
+              attribute :type, :string, as: "computer_call"
+              attribute :call_id, :string
+              attribute :action # ComputerAction object
+              attribute :pending_safety_checks # Always an array of safety check objects
+
+              validates :type, inclusion: { in: %w[computer_call], allow_nil: false }
+              validates :call_id, presence: true
+              validates :action, presence: true
+              validates :pending_safety_checks, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call_output.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call_output.rb
new file mode 100644
index 00000000..a9b7c32d
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/computer_tool_call_output.rb
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Computer tool call output
+            class ComputerToolCallOutput < Base
+              attribute :type, :string, as: "computer_call_output"
+              attribute :id, :string
+              attribute :call_id, :string
+              attribute :acknowledged_safety_checks # Always an array of safety check objects
+              attribute :output # ComputerScreenshotImage object
+              attribute :status, :string
+
+              validates :type, inclusion: { in: %w[computer_call_output], allow_nil: false }
+              validates :call_id, presence: true
+              validates :output, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/_types.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/_types.rb
new file mode 100644
index 00000000..bc23cd71
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/_types.rb
@@ -0,0 +1,122 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "input_audio"
+require_relative "input_file"
+require_relative "input_image"
+require_relative "input_text"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # Type for handling content (string or array of content parts)
+              class ContentsType < ActiveModel::Type::Value
+                def initialize
+                  super
+                  @content_type = ContentType.new
+                end
+
+                def cast(value)
+                  case value
+                  when String
+                    # Plain text string - keep as string
+                    value
+                  when Array
+                    # Array of content parts - cast each part
+                    value.map { |part| @content_type.cast(part) }
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot cast #{value.class} to Contents (expected String, Array, or nil)"
+                  end
+                end
+
+                def serialize(value)
+                  case value
+                  when String
+                    value
+                  when Array
+                    value.map { |part| @content_type.serialize(part) }
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot serialize #{value.class} as Contents"
+                  end
+                end
+
+                def deserialize(value)
+                  cast(value)
+                end
+              end
+
+              # Type for individual content items
+              class ContentType < ActiveModel::Type::Value
+                def cast(value)
+                  case value
+                  when Base
+                    value
+                  when Hash
+                    hash = value.deep_symbolize_keys
+                    type = hash[:type]&.to_sym
+
+                    case type
+                    when :input_text, :output_text
+                      InputText.new(**hash.except(:annotations, :logprobs, :type))
+                    when :input_image
+                      InputImage.new(**hash)
+                    when :input_file
+                      InputFile.new(**hash)
+                    when nil
+                      # When type is nil, check for specific content keys to infer type
+                      if hash.key?(:text)
+                        InputText.new(**hash)
+                      elsif hash.key?(:image)
+                        InputImage.new(**hash.merge(image_url: hash.delete(:image)))
+                      elsif hash.key?(:document)
+                        InputFile.new(**hash.merge(file_url: hash.delete(:document)))
+                      else
+                        raise ArgumentError, "Cannot determine content type from hash keys: #{hash.keys.inspect}"
+                      end
+                    else
+                      raise ArgumentError, "Unknown content type: #{type.inspect}"
+                    end
+                  when String
+                    # Plain text string becomes input_text
+                    InputText.new(text: value)
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot cast #{value.class} to Content (expected Base, Hash, String, or nil)"
+                  end
+                end
+
+                def serialize(value)
+                  case value
+                  when Base
+                    value.serialize
+                  when Hash
+                    value
+                  when String
+                    { type: "input_text", text: value }
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot serialize #{value.class} as Content"
+                  end
+                end
+
+                def deserialize(value)
+                  cast(value)
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/base.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/base.rb
new file mode 100644
index 00000000..6b06de42
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/base.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # Base class for content parts
+              class Base < Common::BaseModel
+                attribute :type, :string
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_audio.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_audio.rb
new file mode 100644
index 00000000..a483bf00
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_audio.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # Audio content part
+              class InputAudio < Base
+                attribute :type, :string, as: "input_audio"
+                attribute :input_audio # Object containing audio properties
+
+                validates :type, presence: true
+                validates :input_audio, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_file.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_file.rb
new file mode 100644
index 00000000..42f5f42f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_file.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # File content part
+              class InputFile < Base
+                attribute :type, :string, as: "input_file"
+                attribute :file_data, :string # Optional: content of file to send
+                attribute :file_id, :string # Optional: ID of file to send
+                attribute :file_url, :string # Optional: URL of file to send
+                attribute :filename, :string # Optional: name of file
+
+                validates :type, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_image.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_image.rb
new file mode 100644
index 00000000..26025216
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_image.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # Image content part
+              class InputImage < Base
+                attribute :type, :string, as: "input_image"
+                attribute :detail, :string, default: "auto" # One of: high, low, auto
+                attribute :file_id, :string # Optional: ID of file to send
+                attribute :image_url, :string # Optional: URL or base64 data URL
+
+                validates :type, presence: true
+                validates :detail, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_text.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_text.rb
new file mode 100644
index 00000000..4c412553
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/content/input_text.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            module Content
+              # Text content part
+              class InputText < Base
+                attribute :type, :string, as: "input_text"
+                attribute :text, :string
+
+                validates :text, presence: true
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call.rb
new file mode 100644
index 00000000..4baf476e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Custom tool call - call to custom tool
+            class CustomToolCall < ToolCallBase
+              attribute :type, :string, as: "custom_tool_call"
+              attribute :call_id, :string
+              attribute :name, :string
+              attribute :input, :string # JSON input
+
+              validates :type, inclusion: { in: %w[custom_tool_call], allow_nil: false }
+              validates :call_id, presence: true
+              validates :name, presence: true
+              validates :input, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call_output.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call_output.rb
new file mode 100644
index 00000000..f12bd9f9
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/custom_tool_call_output.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Custom tool call output
+            class CustomToolCallOutput < Base
+              attribute :type, :string, as: "custom_tool_call_output"
+              attribute :id, :string
+              attribute :call_id, :string
+              attribute :output # Always an array of content, serialized to string if single item
+
+              validates :type, inclusion: { in: %w[custom_tool_call_output], allow_nil: false }
+              validates :call_id, presence: true
+              validates :output, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/developer_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/developer_message.rb
new file mode 100644
index 00000000..b6df1f8f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/developer_message.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "input_message"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Developer message input (higher priority than system)
+            class DeveloperMessage < InputMessage
+              attribute :role, :string, as: "developer"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/file_search_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/file_search_tool_call.rb
new file mode 100644
index 00000000..7fc3f757
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/file_search_tool_call.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # File search tool call - results from file search
+            class FileSearchToolCall < ToolCallBase
+              attribute :type, :string, as: "file_search_call"
+              attribute :queries # Always an array of strings
+              attribute :results # Always an array of result objects, can be empty
+
+              validates :type, inclusion: { in: %w[file_search_call], allow_nil: false }
+              validates :queries, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/function_call_output.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/function_call_output.rb
new file mode 100644
index 00000000..97e3929e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/function_call_output.rb
@@ -0,0 +1,32 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Function call output for function tool calls
+            class FunctionCallOutput < Base
+              attribute :type, :string, as: "function_call_output"
+              attribute :id, :string
+              attribute :call_id, :string
+              attribute :output # Always an array of content, serialized to string if single item
+              attribute :status, :string
+
+              validates :type, inclusion: { in: %w[function_call_output], allow_nil: false }
+              validates :call_id, presence: true
+              validates :output, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/function_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/function_tool_call.rb
new file mode 100644
index 00000000..dd71bc80
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/function_tool_call.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Function tool call - function calling
+            class FunctionToolCall < ToolCallBase
+              attribute :type, :string, as: "function_call"
+              attribute :call_id, :string
+              attribute :name, :string
+              attribute :arguments, :string # JSON string
+
+              validates :type, inclusion: { in: %w[function_call], allow_nil: false }
+              validates :call_id, presence: true
+              validates :name, presence: true
+              validates :arguments, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/image_gen_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/image_gen_tool_call.rb
new file mode 100644
index 00000000..3f74b307
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/image_gen_tool_call.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Image generation tool call
+            class ImageGenToolCall < ToolCallBase
+              attribute :type, :string, as: "image_generation_call"
+              attribute :result, :string # Base64 encoded image or null
+
+              validates :type, inclusion: { in: %w[image_generation_call], allow_nil: false }
+              validates :status, inclusion: {
+                in: %w[in_progress completed generating failed],
+                allow_nil: false
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/input_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/input_message.rb
new file mode 100644
index 00000000..5a49a6c7
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/input_message.rb
@@ -0,0 +1,31 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Base class for user, system, and developer message inputs
+            class InputMessage < Base
+              attribute :status, :string
+              attribute :type, :string, default: "message" # Optional
+
+              validates :role, inclusion: {
+                in: %w[user system developer],
+                allow_nil: false
+              }
+
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/item_reference.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/item_reference.rb
new file mode 100644
index 00000000..b1bbe321
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/item_reference.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Item reference for referencing other items
+            class ItemReference < Base
+              attribute :type, :string, as: "item_reference"
+              attribute :id, :string
+
+              validates :id, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call.rb
new file mode 100644
index 00000000..aefdf10f
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Local shell tool call - runs command on local shell
+            class LocalShellToolCall < ToolCallBase
+              attribute :type, :string, as: "local_shell_call"
+              attribute :call_id, :string
+              attribute :action # LocalShellExecAction object
+
+              validates :type, inclusion: { in: %w[local_shell_call], allow_nil: false }
+              validates :call_id, presence: true
+              validates :action, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call_output.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call_output.rb
new file mode 100644
index 00000000..54dd099a
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/local_shell_tool_call_output.rb
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Local shell tool call output
+            class LocalShellToolCallOutput < Base
+              attribute :type, :string, as: "local_shell_call_output"
+              attribute :id, :string
+              attribute :call_id, :string
+              attribute :output, :string # JSON string output
+              attribute :status, :string
+
+              validates :type, inclusion: { in: %w[local_shell_call_output], allow_nil: false }
+              validates :id, presence: true
+              validates :call_id, presence: true
+              validates :output, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_request.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_request.rb
new file mode 100644
index 00000000..8cccb6dc
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_request.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # MCP approval request - request for human approval
+            class MCPApprovalRequest < Base
+              attribute :type, :string, as: "mcp_approval_request"
+              attribute :id, :string
+              attribute :server_label, :string
+              attribute :name, :string
+              attribute :arguments, :string # JSON string
+
+              validates :type, inclusion: { in: %w[mcp_approval_request], allow_nil: false }
+              validates :id, presence: true
+              validates :server_label, presence: true
+              validates :name, presence: true
+              validates :arguments, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_response.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_response.rb
new file mode 100644
index 00000000..254a4536
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_approval_response.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # MCP approval response - response to approval request
+            class MCPApprovalResponse < Base
+              attribute :type, :string, as: "mcp_approval_response"
+              attribute :id, :string
+              attribute :approval_request_id, :string
+              attribute :approve, :boolean
+              attribute :reason, :string
+
+              validates :type, inclusion: { in: %w[mcp_approval_response], allow_nil: false }
+              validates :approval_request_id, presence: true
+              validates :approve, inclusion: { in: [ true, false ], allow_nil: false }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_list_tools.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_list_tools.rb
new file mode 100644
index 00000000..9dac5fd4
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_list_tools.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # MCP list tools - list of tools available on an MCP server
+            class MCPListTools < Base
+              attribute :type, :string, as: "mcp_list_tools"
+              attribute :id, :string
+              attribute :server_label, :string
+              attribute :tools # Always an array of tool objects
+              attribute :error, :string # Error message if listing failed
+
+              validates :type, inclusion: { in: %w[mcp_list_tools], allow_nil: false }
+              validates :id, presence: true
+              validates :server_label, presence: true
+              validates :tools, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_tool_call.rb
new file mode 100644
index 00000000..101ee974
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/mcp_tool_call.rb
@@ -0,0 +1,35 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # MCP tool call - invocation of MCP server tool
+            class MCPToolCall < ToolCallBase
+              attribute :type, :string, as: "mcp_call"
+              attribute :server_label, :string
+              attribute :name, :string
+              attribute :arguments, :string # JSON string
+              attribute :output, :string # JSON output or null
+              attribute :error, :string # Error message or null
+              attribute :approval_request_id, :string # Optional approval request ID
+
+              validates :type, inclusion: { in: %w[mcp_call], allow_nil: false }
+              validates :server_label, presence: true
+              validates :name, presence: true
+              validates :arguments, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete calling failed],
+                allow_nil: false
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/output_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/output_message.rb
new file mode 100644
index 00000000..54832a1a
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/output_message.rb
@@ -0,0 +1,35 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Base class for assistant message outputs
+            class OutputMessage < Base
+              attribute :id, :string
+              attribute :status, :string
+              attribute :type, :string, default: "message" # Optional
+
+              validates :role, inclusion: {
+                in: %w[assistant],
+                allow_nil: false
+              }
+
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: false
+              }
+
+              validates :id, presence: true
+              validates :content, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/reasoning.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/reasoning.rb
new file mode 100644
index 00000000..0ef02ce9
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/reasoning.rb
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Reasoning item for chain of thought from reasoning models
+            class Reasoning < Base
+              attribute :type, :string, as: "reasoning"
+              attribute :id, :string
+              attribute :encrypted_content, :string
+              attribute :summary # Always an array of summary content
+              attribute :content # Always an array of reasoning text content
+              attribute :status, :string
+
+              validates :type, inclusion: { in: %w[reasoning], allow_nil: false }
+              validates :id, presence: true
+              validates :summary, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/system_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/system_message.rb
new file mode 100644
index 00000000..f65286ad
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/system_message.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "input_message"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # System message input
+            class SystemMessage < InputMessage
+              attribute :role, :string, as: "system"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_call_base.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_call_base.rb
new file mode 100644
index 00000000..8b1b9bf8
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_call_base.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Base class for all tool call types
+            class ToolCallBase < Base
+              attribute :id, :string
+              attribute :status, :string
+
+              validates :id, presence: true
+              validates :status, inclusion: {
+                in: %w[in_progress completed incomplete failed searching generating calling interpreting],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_message.rb
new file mode 100644
index 00000000..16bd4ba4
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/tool_message.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Tool message input
+            class ToolMessage < Base
+              attribute :role, :string, as: "tool"
+              attribute :tool_call_id, :string
+
+              validates :tool_call_id, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/user_message.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/user_message.rb
new file mode 100644
index 00000000..971c7f49
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/user_message.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "input_message"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # User message input
+            class UserMessage < InputMessage
+              attribute :role, :string, as: "user"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/inputs/web_search_tool_call.rb b/lib/active_agent/providers/open_ai/responses/requests/inputs/web_search_tool_call.rb
new file mode 100644
index 00000000..a89ebedd
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/inputs/web_search_tool_call.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require_relative "tool_call_base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Inputs
+            # Web search tool call - results from web search
+            class WebSearchToolCall < ToolCallBase
+              attribute :type, :string, as: "web_search_call"
+              attribute :action # WebSearchAction object (search, open_page, or find)
+
+              validates :type, inclusion: { in: %w[web_search_call], allow_nil: false }
+              validates :action, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/prompt_reference.rb b/lib/active_agent/providers/open_ai/responses/requests/prompt_reference.rb
new file mode 100644
index 00000000..a22b7a48
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/prompt_reference.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class PromptReference < Common::BaseModel
+            # Prompt ID or name
+            attribute :id, :string
+
+            # Variables for the prompt template
+            attribute :variables # Hash of variables
+
+            validates :id, presence: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/reasoning.rb b/lib/active_agent/providers/open_ai/responses/requests/reasoning.rb
new file mode 100644
index 00000000..959a7b98
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/reasoning.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class Reasoning < Common::BaseModel
+            # Effort level for reasoning (low, medium, high)
+            attribute :effort, :string
+
+            # Summary configuration
+            attribute :summary # Can be string or object with format/length
+
+            validates :effort, inclusion: { in: %w[low medium high] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/stream_options.rb b/lib/active_agent/providers/open_ai/responses/requests/stream_options.rb
new file mode 100644
index 00000000..b9c8667a
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/stream_options.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class StreamOptions < Common::BaseModel
+            # Include usage information in the stream
+            attribute :include_usage, :boolean
+
+            validates :include_usage, inclusion: { in: [ true, false ] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text.rb b/lib/active_agent/providers/open_ai/responses/requests/text.rb
new file mode 100644
index 00000000..9d15c7cf
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text.rb
@@ -0,0 +1,41 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+require_relative "text/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          class Text < Common::BaseModel
+            # Format configuration for text output
+            attribute :format, TextFormats::FormatType.new
+
+            # Modalities for output
+            attribute :modalities, default: -> { [] } # Array of strings
+
+            # Verbosity setting
+            attribute :verbosity, :string
+
+            validates :verbosity, inclusion: { in: %w[concise default verbose] }, allow_nil: true
+
+            # Common Format compatibility - maps format.type to type
+            def type
+              format&.type
+            end
+
+            def type=(value)
+              self.format = value
+            end
+
+            # For Common Format
+            def json_schema=(value)
+              self.format = { type: "json_schema", **value }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text/_types.rb b/lib/active_agent/providers/open_ai/responses/requests/text/_types.rb
new file mode 100644
index 00000000..832db1a1
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text/_types.rb
@@ -0,0 +1,89 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "plain"
+require_relative "json_object"
+require_relative "json_schema"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module TextFormats
+            # ActiveModel type for casting and serializing Text format objects
+            class FormatType < ActiveModel::Type::Value
+              def cast(value)
+                case value
+                when Plain, JsonObject, JsonSchema
+                  value
+                when Hash
+                  create_format_from_hash(value)
+                when String
+                  create_format_from_string(value)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Format"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Plain, JsonObject, JsonSchema
+                  value.serialize
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class}"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+
+              private
+
+              def create_format_from_hash(hash)
+                hash = hash.deep_symbolize_keys
+                type = hash[:type]
+
+                case type
+                when "text"
+                  Plain.new
+                when "json_object"
+                  JsonObject.new
+                when "json_schema"
+                  JsonSchema.new(
+                    name: hash[:name],
+                    description: hash[:description],
+                    schema: hash[:schema],
+                    strict: hash[:strict]
+                  )
+                else
+                  nil
+                end
+              end
+
+              def create_format_from_string(value)
+                case value
+                when "text"
+                  Plain.new
+                when "json_object"
+                  JsonObject.new
+                when "json_schema"
+                  JsonSchema.new
+                else
+                  nil
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text/base.rb b/lib/active_agent/providers/open_ai/responses/requests/text/base.rb
new file mode 100644
index 00000000..e5d8ea06
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text/base.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module TextFormats
+            # Base class for text format configurations
+            class Base < Common::BaseModel
+              attribute :type, :string
+
+              validates :type, inclusion: { in: %w[text json_object json_schema] }, allow_nil: false
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text/json_object.rb b/lib/active_agent/providers/open_ai/responses/requests/text/json_object.rb
new file mode 100644
index 00000000..79be73e4
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text/json_object.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module TextFormats
+            # JSON object format (older method)
+            class JsonObject < Base
+              attribute :type, :string, as: "json_object"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text/json_schema.rb b/lib/active_agent/providers/open_ai/responses/requests/text/json_schema.rb
new file mode 100644
index 00000000..84863fd2
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text/json_schema.rb
@@ -0,0 +1,48 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module TextFormats
+            # JSON schema format for structured outputs
+            class JsonSchema < Base
+              attribute :type, :string, as: "json_schema"
+
+              # Name of the response format
+              attribute :name, :string
+
+              # Description of what the response format is for
+              attribute :description, :string
+
+              # The JSON schema object
+              attribute :schema # Hash
+
+              # Whether to enable strict schema adherence
+              attribute :strict, :boolean, default: false
+
+              validates :name, presence: true
+              validates :schema, presence: true
+
+              validate :validate_schema_structure
+
+              private
+
+              def validate_schema_structure
+                return if schema.blank?
+                return unless schema.is_a?(Hash)
+
+                unless schema.key?("type") || schema.key?(:type)
+                  errors.add(:schema, "must include a 'type' property")
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/text/plain.rb b/lib/active_agent/providers/open_ai/responses/requests/text/plain.rb
new file mode 100644
index 00000000..a20121a4
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/text/plain.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module TextFormats
+            # Plain text format
+            class Plain < Base
+              attribute :type, :string, as: "text"
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tool_choice.rb b/lib/active_agent/providers/open_ai/responses/requests/tool_choice.rb
new file mode 100644
index 00000000..79376e33
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tool_choice.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          # Tool choice configuration for Responses API
+          # Controls how the model should select which tool (or tools) to use when generating a response.
+          class ToolChoice < Common::BaseModel
+            # Can be string ("none", "auto", "required") or object with type and tool details
+            attribute :mode, :string
+            attribute :type, :string
+            attribute :function # Hash with name
+            attribute :custom # Hash with name
+
+            validates :mode, inclusion: { in: %w[none auto required] }, allow_nil: true
+            validates :type, inclusion: { in: %w[function custom] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/_types.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/_types.rb
new file mode 100644
index 00000000..b7ae5d4c
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/_types.rb
@@ -0,0 +1,112 @@
+# frozen_string_literal: true
+
+require_relative "base"
+require_relative "code_interpreter_tool"
+require_relative "computer_tool"
+require_relative "custom_tool"
+require_relative "file_search_tool"
+require_relative "function_tool"
+require_relative "image_generation_tool"
+require_relative "local_shell_tool"
+require_relative "mcp_tool"
+require_relative "web_search_preview_tool"
+require_relative "web_search_tool"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Type for collection of tools
+            class ToolsType < ActiveModel::Type::Value
+              def initialize
+                super
+                @tool_type = ToolType.new
+              end
+
+              def cast(value)
+                return nil if value.nil?
+                return [] if value == []
+
+                array = Array(value)
+                array.map { |tool| @tool_type.cast(tool) }
+              end
+
+              def serialize(value)
+                return nil if value.nil?
+                return [] if value == []
+
+                array = Array(value)
+                array.map { |tool| @tool_type.serialize(tool) }
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+
+            # Type for individual tool
+            class ToolType < ActiveModel::Type::Value
+              def cast(value)
+                case value
+                when Base
+                  value
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  type = hash[:type]&.to_sym
+
+                  case type
+                  when :function
+                    FunctionTool.new(**hash)
+                  when :custom
+                    CustomTool.new(**hash)
+                  when :web_search, :web_search_2025_08_26
+                    WebSearchTool.new(**hash)
+                  when :web_search_preview, :web_search_preview_2025_03_11
+                    WebSearchPreviewTool.new(**hash)
+                  when :code_interpreter
+                    CodeInterpreterTool.new(**hash)
+                  when :file_search
+                    FileSearchTool.new(**hash)
+                  when :computer_use_preview
+                    ComputerTool.new(**hash)
+                  when :mcp
+                    McpTool.new(**hash)
+                  when :image_generation
+                    ImageGenerationTool.new(**hash)
+                  when :local_shell
+                    LocalShellTool.new(**hash)
+                  else
+                    raise ArgumentError, "Unknown tool type: #{type.inspect}"
+                  end
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Tool (expected Base, Hash, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when Base
+                  value.serialize
+                when Hash
+                  value
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class} as Tool"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/base.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/base.rb
new file mode 100644
index 00000000..cabaa287
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/base.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/common/model"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Base class for tools in Responses API
+            class Base < Common::BaseModel
+              attribute :type, :string
+
+              validates :type, inclusion: {
+                in: %w[function custom web_search web_search_2025_08_26 code_interpreter file_search computer_use_preview mcp image_generation local_shell web_search_preview web_search_preview_2025_03_11],
+                allow_nil: true
+              }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/code_interpreter_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/code_interpreter_tool.rb
new file mode 100644
index 00000000..5dba11b5
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/code_interpreter_tool.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Built-in code interpreter tool
+            class CodeInterpreterTool < Base
+              attribute :type, :string, as: "code_interpreter"
+              attribute :container # Required: can be string (container ID) or hash { type: "auto", file_ids: [] }
+
+              validates :container, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/computer_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/computer_tool.rb
new file mode 100644
index 00000000..acac7a6e
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/computer_tool.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Built-in computer tool (note: type should be "computer_use_preview" per schema)
+            class ComputerTool < Base
+              attribute :type, :string, as: "computer_use_preview"
+              attribute :display_height, :integer # Required: height of the computer display
+              attribute :display_width, :integer # Required: width of the computer display
+              attribute :environment, :string # Required: type of computer environment to control
+
+              validates :display_height, presence: true, numericality: { greater_than: 0 }
+              validates :display_width, presence: true, numericality: { greater_than: 0 }
+              validates :environment, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/custom_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/custom_tool.rb
new file mode 100644
index 00000000..76f64ae8
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/custom_tool.rb
@@ -0,0 +1,28 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Custom tool
+            class CustomTool < Base
+              attribute :type, :string, as: "custom"
+              attribute :name, :string # Required: name of the custom tool
+              attribute :description, :string # Optional: description
+              attribute :format # Optional: hash with input format
+              # Can be { type: "text" } for unconstrained text
+              # Or { type: "grammar", definition: string, syntax: "lark"|"regex" }
+
+              validates :name, presence: true, length: { maximum: 64 }
+              validates :name, format: { with: /\A[a-zA-Z0-9_-]+\z/, message: "must contain only a-z, A-Z, 0-9, underscores and dashes" }, if: -> { name.present? }
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/file_search_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/file_search_tool.rb
new file mode 100644
index 00000000..7b360d22
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/file_search_tool.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Built-in file search tool
+            class FileSearchTool < Base
+              attribute :type, :string, as: "file_search"
+              attribute :vector_store_ids # Array - required: The IDs of the vector stores to search
+              attribute :filters # Hash - optional: A filter to apply
+              attribute :max_num_results, :integer # Optional: maximum number of results (1-50)
+              attribute :ranking_options # Hash - optional: { ranker: string, score_threshold: number }
+
+              validates :vector_store_ids, presence: true
+              validates :max_num_results, numericality: { greater_than_or_equal_to: 1, less_than_or_equal_to: 50 }, allow_nil: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/function_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/function_tool.rb
new file mode 100644
index 00000000..ebf6dc09
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/function_tool.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Function tool for custom function calling
+            class FunctionTool < Base
+              attribute :type, :string, as: "function"
+              attribute :name, :string
+              attribute :parameters # Hash - JSON Schema object (required)
+              attribute :strict, :boolean # Required - whether to enforce strict parameter validation (default true)
+              attribute :description, :string # Optional description
+
+              validates :name, presence: true, length: { maximum: 64 }
+              validates :name, format: { with: /\A[a-zA-Z0-9_-]+\z/, message: "must contain only a-z, A-Z, 0-9, underscores and dashes" }, if: -> { name.present? }
+              validates :parameters, presence: true
+              validates :strict, inclusion: { in: [ true, false ] }, allow_nil: false
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/image_generation_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/image_generation_tool.rb
new file mode 100644
index 00000000..765b4808
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/image_generation_tool.rb
@@ -0,0 +1,37 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Image generation tool
+            class ImageGenerationTool < Base
+              attribute :type, :string, as: "image_generation"
+              attribute :background, :string, default: "auto" # Optional: "transparent", "opaque", or "auto"
+              attribute :input_fidelity, :string, default: "low" # Optional: "high" or "low"
+              attribute :input_image_mask # Optional: hash with image_url and/or file_id
+              attribute :model, :string, default: "gpt-image-1" # Optional: model to use
+              attribute :moderation, :string, default: "auto" # Optional: moderation level
+              attribute :output_compression, :integer, default: 100 # Optional: compression level
+              attribute :output_format, :string, default: "png" # Optional: "png", "webp", or "jpeg"
+              attribute :partial_images, :integer, default: 0 # Optional: 0-3
+              attribute :quality, :string, default: "auto" # Optional: "low", "medium", "high", or "auto"
+              attribute :size, :string, default: "auto" # Optional: "1024x1024", "1024x1536", "1536x1024", or "auto"
+
+              validates :background, inclusion: { in: %w[transparent opaque auto] }, allow_nil: true
+              validates :input_fidelity, inclusion: { in: %w[high low] }, allow_nil: true
+              validates :output_format, inclusion: { in: %w[png webp jpeg] }, allow_nil: true
+              validates :partial_images, numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 3 }, allow_nil: true
+              validates :quality, inclusion: { in: %w[low medium high auto] }, allow_nil: true
+              validates :size, inclusion: { in: %w[1024x1024 1024x1536 1536x1024 auto] }, allow_nil: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/local_shell_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/local_shell_tool.rb
new file mode 100644
index 00000000..6d715868
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/local_shell_tool.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Local shell tool
+            class LocalShellTool < Base
+              attribute :type, :string, as: "local_shell"
+              attribute :local_shell # Hash with optional configuration
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/mcp_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/mcp_tool.rb
new file mode 100644
index 00000000..ca6ba99b
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/mcp_tool.rb
@@ -0,0 +1,41 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # MCP (Model Context Protocol) tool
+            class McpTool < Base
+              attribute :type, :string, as: "mcp"
+              attribute :server_label, :string # Required: label for this MCP server
+              attribute :allowed_tools # Optional: array of tool names or filter object
+              attribute :authorization, :string # Optional: OAuth access token
+              attribute :connector_id, :string # Optional: service connector ID (e.g., "connector_googledrive")
+              attribute :headers # Optional: hash of HTTP headers
+              attribute :require_approval # Optional: string ("always"/"never") or object with approval filters
+              attribute :server_description, :string # Optional: description of the MCP server
+              attribute :server_url, :string # Optional: URL for the MCP server
+
+              validates :server_label, presence: true
+
+              # Either server_url or connector_id must be provided
+              validate :validate_server_url_or_connector_id
+
+              private
+
+              def validate_server_url_or_connector_id
+                if server_url.blank? && connector_id.blank?
+                  errors.add(:base, "Either server_url or connector_id must be provided")
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_preview_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_preview_tool.rb
new file mode 100644
index 00000000..4a46d7c8
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_preview_tool.rb
@@ -0,0 +1,24 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Web search preview tool (older version)
+            class WebSearchPreviewTool < Base
+              attribute :type, :string, as: "web_search_preview" # Can be "web_search_preview" or "web_search_preview_2025_03_11"
+              attribute :search_context_size, :string # Optional: "low", "medium", or "high"
+              attribute :user_location # Hash - optional: { type: "approximate", city, country, region, timezone }
+
+              validates :search_context_size, inclusion: { in: %w[low medium high] }, allow_nil: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_tool.rb b/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_tool.rb
new file mode 100644
index 00000000..9927f7f6
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses/requests/tools/web_search_tool.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+require_relative "base"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      module Responses
+        module Requests
+          module Tools
+            # Built-in web search tool
+            class WebSearchTool < Base
+              attribute :type, :string, as: "web_search" # Can be "web_search" or "web_search_2025_08_26"
+              attribute :filters # Hash - optional: { allowed_domains: [] }
+              attribute :search_context_size, :string, default: "medium" # Optional: "low", "medium", or "high"
+              attribute :user_location # Hash - optional: { type: "approximate", city, country, region, timezone }
+
+              validates :search_context_size, inclusion: { in: %w[low medium high] }, allow_nil: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/responses_provider.rb b/lib/active_agent/providers/open_ai/responses_provider.rb
new file mode 100644
index 00000000..9a2a9d38
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/responses_provider.rb
@@ -0,0 +1,156 @@
+require_relative "_base"
+require_relative "responses/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenAI
+      # Provider implementation for OpenAI's Responses API.
+      #
+      # Handles the newer Responses API with improved streaming support
+      # and structured function calling. Uses OpenAI's responses endpoint
+      # for more reliable and structured interactions.
+      #
+      # @see Base
+      # @see https://platform.openai.com/docs/api-reference/responses
+      class ResponsesProvider < Base
+        def options_klass       = Options
+        def prompt_request_type = Responses::RequestType.new
+
+        protected
+
+        # Executes a responses request via OpenAI's Responses API.
+        #
+        # @param parameters [Hash] The responses request parameters
+        # @return [Hash, nil] The symbolized API response or nil if empty
+        def api_prompt_execute(parameters)
+          instrument("api_request.provider.active_agent", model: parameters[:model])
+          client.responses.create(parameters:).presence&.deep_symbolize_keys
+        end
+
+        # Processes streaming response chunks from OpenAI's Responses API.
+        #
+        # Handles various response event types including response creation,
+        # output items, content parts, and function calls. Manages the message
+        # stack and broadcasts streaming updates.
+        #
+        # @param api_response_chunk [Hash] The streaming response chunk
+        # @return [void]
+        def process_stream_chunk(api_response_chunk)
+          api_response_chunk.deep_symbolize_keys!
+
+          type = api_response_chunk[:type].to_sym
+          instrument("stream_chunk_processing.provider.active_agent", chunk_type: type)
+
+          case type
+          # Response Created
+          when :"response.created", :"response.in_progress"
+            broadcast_stream_open
+
+          # -> Message Created
+          when :"response.output_item.added"
+            process_stream_output_item_added(api_response_chunk)
+
+          # -> -> Content Part Create
+          when :"response.content_part.added"
+
+          # -> -> -> Content Text Append
+          when :"response.output_text.delta"
+            message = message_stack.find { it[:id] == api_response_chunk[:item_id] }
+            message[:content] += api_response_chunk[:delta]
+            broadcast_stream_update(message, api_response_chunk[:delta])
+
+          # -> -> -> Content Text Completed [Full Text]
+          when :"response.output_text.done"
+            message = message_stack.find { it[:id] == api_response_chunk[:item_id] }
+            message[:content] = api_response_chunk[:text]
+            broadcast_stream_update(message, nil) # Don't double send content
+
+          # -> -> -> Content Function Call Append
+          when :"response.function_call_arguments.delta", :"response.function_call_arguments.done"
+          # No-Op: Wait for FC to Land
+
+          # -> -> Content Part Completed [Full Part]
+          when :"response.content_part.done"
+
+          # -> Message Completed
+          when :"response.output_item.done"
+            process_stream_output_item_done(api_response_chunk)
+
+          # Response Completed
+          when :"response.completed"
+            # Once we are finished, close out and run tooling callbacks (Recursive)
+            process_prompt_finished
+          else
+            fail "Unexpected Response Chunk Type: #{type}"
+          end
+        end
+
+        # Processes output item added events from the streaming response.
+        #
+        # @param api_response_chunk [Hash] The response chunk containing the added item
+        # @return [void]
+        def process_stream_output_item_added(api_response_chunk)
+          case (type = api_response_chunk[:item][:type].to_sym)
+          when :message
+            # PATCH: API returns an empty array instead of empty string due to a bug in their serialization
+            message_stack << { content: "" }.merge(api_response_chunk[:item].compact_blank)
+          when :function_call
+            # No-Op: Wait for FC to Land (-> response.output_item.done)
+          else
+            fail "Unexpected Item Type: #{type}"
+          end
+        end
+
+        # Processes output item completion events from the streaming response.
+        #
+        # @param api_response_chunk [Hash] The response chunk containing the completed item
+        # @return [void]
+        def process_stream_output_item_done(api_response_chunk)
+          case (type = api_response_chunk[:item][:type].to_sym)
+          when :message
+            # No-Op: Message Up to Date
+          when :function_call
+            message_stack << api_response_chunk.dig(:item)
+          else
+            fail "Unexpected Item Type: #{type}"
+          end
+        end
+
+        # Processes function/tool calls from the API response.
+        #
+        # Executes each function call and creates function call output messages
+        # for the next iteration of the conversation.
+        #
+        # @param api_function_calls [Array<Hash>] Array of function call objects
+        # @return [void]
+        def process_function_calls(api_function_calls)
+          api_function_calls.each do |api_function_call|
+            instrument("tool_execution.provider.active_agent", tool_name: api_function_call[:name])
+
+            message = Responses::Requests::Inputs::FunctionCallOutput.new(
+              call_id: api_function_call[:call_id],
+              output:  process_tool_call_function(api_function_call).to_json
+            )
+
+            message_stack.push(message.serialize)
+          end
+        end
+
+        # Extracts messages from the completed API response.
+        #
+        # @param api_response [Hash] The completed API response
+        # @return [Array, nil] The output array from the response or nil
+        def process_prompt_finished_extract_messages(api_response)
+          api_response&.dig(:output)
+        end
+
+        # Extracts function calls from the message stack.
+        #
+        # @return [Array<Hash>] Array of function call objects with type "function_call"
+        def process_prompt_finished_extract_function_calls
+          message_stack.select { it[:type] == "function_call" }
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_ai/schema.yml b/lib/active_agent/providers/open_ai/schema.yml
new file mode 100644
index 00000000..49a601cb
--- /dev/null
+++ b/lib/active_agent/providers/open_ai/schema.yml
@@ -0,0 +1,65937 @@
+openapi: 3.1.0
+info:
+  title: OpenAI API
+  description: The OpenAI REST API. Please see https://platform.openai.com/docs/api-reference for more details.
+  version: 2.3.0
+  termsOfService: https://openai.com/policies/terms-of-use
+  contact:
+    name: OpenAI Support
+    url: https://help.openai.com/
+  license:
+    name: MIT
+    url: https://github.com/openai/openai-openapi/blob/master/LICENSE
+servers:
+  - url: https://api.openai.com/v1
+security:
+  - ApiKeyAuth: []
+tags:
+  - name: Assistants
+    description: Build Assistants that can call models and use tools.
+  - name: Audio
+    description: Turn audio into text or text into audio.
+  - name: Chat
+    description: Given a list of messages comprising a conversation, the model will return a response.
+  - name: Conversations
+    description: Manage conversations and conversation items.
+  - name: Completions
+    description: >-
+      Given a prompt, the model will return one or more predicted completions, and can also return the
+      probabilities of alternative tokens at each position.
+  - name: Embeddings
+    description: >-
+      Get a vector representation of a given input that can be easily consumed by machine learning models and
+      algorithms.
+  - name: Evals
+    description: Manage and run evals in the OpenAI platform.
+  - name: Fine-tuning
+    description: Manage fine-tuning jobs to tailor a model to your specific training data.
+  - name: Graders
+    description: Manage and run graders in the OpenAI platform.
+  - name: Batch
+    description: Create large batches of API requests to run asynchronously.
+  - name: Files
+    description: Files are used to upload documents that can be used with features like Assistants and Fine-tuning.
+  - name: Uploads
+    description: Use Uploads to upload large files in multiple parts.
+  - name: Images
+    description: Given a prompt and/or an input image, the model will generate a new image.
+  - name: Models
+    description: List and describe the various models available in the API.
+  - name: Moderations
+    description: Given text and/or image inputs, classifies if those inputs are potentially harmful.
+  - name: Audit Logs
+    description: List user actions and configuration changes within this organization.
+paths:
+  /assistants:
+    get:
+      operationId: listAssistants
+      tags:
+        - Assistants
+      summary: List assistants
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListAssistantsResponse'
+      x-oaiMeta:
+        name: List assistants
+        group: assistants
+        beta: true
+        returns: A list of [assistant](https://platform.openai.com/docs/api-reference/assistants/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "asst_abc123",
+                  "object": "assistant",
+                  "created_at": 1698982736,
+                  "name": "Coding Tutor",
+                  "description": null,
+                  "model": "gpt-4o",
+                  "instructions": "You are a helpful assistant designed to make me better at coding!",
+                  "tools": [],
+                  "tool_resources": {},
+                  "metadata": {},
+                  "top_p": 1.0,
+                  "temperature": 1.0,
+                  "response_format": "auto"
+                },
+                {
+                  "id": "asst_abc456",
+                  "object": "assistant",
+                  "created_at": 1698982718,
+                  "name": "My Assistant",
+                  "description": null,
+                  "model": "gpt-4o",
+                  "instructions": "You are a helpful assistant designed to make me better at coding!",
+                  "tools": [],
+                  "tool_resources": {},
+                  "metadata": {},
+                  "top_p": 1.0,
+                  "temperature": 1.0,
+                  "response_format": "auto"
+                },
+                {
+                  "id": "asst_abc789",
+                  "object": "assistant",
+                  "created_at": 1698982643,
+                  "name": null,
+                  "description": null,
+                  "model": "gpt-4o",
+                  "instructions": null,
+                  "tools": [],
+                  "tool_resources": {},
+                  "metadata": {},
+                  "top_p": 1.0,
+                  "temperature": 1.0,
+                  "response_format": "auto"
+                }
+              ],
+              "first_id": "asst_abc123",
+              "last_id": "asst_abc789",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/assistants?order=desc&limit=20" \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.beta.assistants.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const assistant of client.beta.assistants.list()) {
+                console.log(assistant.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Beta.Assistants.List(context.TODO(), openai.BetaAssistantListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.assistants.AssistantListPage;
+              import com.openai.models.beta.assistants.AssistantListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      AssistantListPage page = client.beta().assistants().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.beta.assistants.list
+
+              puts(page)
+      description: Returns a list of assistants.
+    post:
+      operationId: createAssistant
+      tags:
+        - Assistants
+      summary: Create assistant
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateAssistantRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AssistantObject'
+      x-oaiMeta:
+        name: Create assistant
+        group: assistants
+        beta: true
+        returns: An [assistant](https://platform.openai.com/docs/api-reference/assistants/object) object.
+        examples:
+          - title: Code Interpreter
+            request:
+              curl: |
+                curl "https://api.openai.com/v1/assistants" \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.",
+                    "name": "Math Tutor",
+                    "tools": [{"type": "code_interpreter"}],
+                    "model": "gpt-4o"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                assistant = client.beta.assistants.create(
+                    model="gpt-4o",
+                )
+                print(assistant.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const assistant = await client.beta.assistants.create({ model: 'gpt-4o' });
+
+                console.log(assistant.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  assistant, err := client.Beta.Assistants.New(context.TODO(), openai.BetaAssistantNewParams{
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", assistant.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.beta.assistants.Assistant;
+                import com.openai.models.beta.assistants.AssistantCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        AssistantCreateParams params = AssistantCreateParams.builder()
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        Assistant assistant = client.beta().assistants().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                assistant = openai.beta.assistants.create(model: :"gpt-5")
+
+                puts(assistant)
+            response: |
+              {
+                "id": "asst_abc123",
+                "object": "assistant",
+                "created_at": 1698984975,
+                "name": "Math Tutor",
+                "description": null,
+                "model": "gpt-4o",
+                "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.",
+                "tools": [
+                  {
+                    "type": "code_interpreter"
+                  }
+                ],
+                "metadata": {},
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "response_format": "auto"
+              }
+          - title: Files
+            request:
+              curl: |
+                curl https://api.openai.com/v1/assistants \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.",
+                    "tools": [{"type": "file_search"}],
+                    "tool_resources": {"file_search": {"vector_store_ids": ["vs_123"]}},
+                    "model": "gpt-4o"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                assistant = client.beta.assistants.create(
+                    model="gpt-4o",
+                )
+                print(assistant.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const assistant = await client.beta.assistants.create({ model: 'gpt-4o' });
+
+                console.log(assistant.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  assistant, err := client.Beta.Assistants.New(context.TODO(), openai.BetaAssistantNewParams{
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", assistant.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.beta.assistants.Assistant;
+                import com.openai.models.beta.assistants.AssistantCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        AssistantCreateParams params = AssistantCreateParams.builder()
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        Assistant assistant = client.beta().assistants().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                assistant = openai.beta.assistants.create(model: :"gpt-5")
+
+                puts(assistant)
+            response: |
+              {
+                "id": "asst_abc123",
+                "object": "assistant",
+                "created_at": 1699009403,
+                "name": "HR Helper",
+                "description": null,
+                "model": "gpt-4o",
+                "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.",
+                "tools": [
+                  {
+                    "type": "file_search"
+                  }
+                ],
+                "tool_resources": {
+                  "file_search": {
+                    "vector_store_ids": ["vs_123"]
+                  }
+                },
+                "metadata": {},
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "response_format": "auto"
+              }
+      description: Create an assistant with a model and instructions.
+  /assistants/{assistant_id}:
+    get:
+      operationId: getAssistant
+      tags:
+        - Assistants
+      summary: Retrieve assistant
+      parameters:
+        - in: path
+          name: assistant_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the assistant to retrieve.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AssistantObject'
+      x-oaiMeta:
+        name: Retrieve assistant
+        group: assistants
+        beta: true
+        returns: >-
+          The [assistant](https://platform.openai.com/docs/api-reference/assistants/object) object matching
+          the specified ID.
+        examples:
+          response: |
+            {
+              "id": "asst_abc123",
+              "object": "assistant",
+              "created_at": 1699009709,
+              "name": "HR Helper",
+              "description": null,
+              "model": "gpt-4o",
+              "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies.",
+              "tools": [
+                {
+                  "type": "file_search"
+                }
+              ],
+              "metadata": {},
+              "top_p": 1.0,
+              "temperature": 1.0,
+              "response_format": "auto"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/assistants/asst_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              assistant = client.beta.assistants.retrieve(
+                  "assistant_id",
+              )
+              print(assistant.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const assistant = await client.beta.assistants.retrieve('assistant_id');
+
+              console.log(assistant.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                assistant, err := client.Beta.Assistants.Get(context.TODO(), "assistant_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", assistant.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.assistants.Assistant;
+              import com.openai.models.beta.assistants.AssistantRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Assistant assistant = client.beta().assistants().retrieve("assistant_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              assistant = openai.beta.assistants.retrieve("assistant_id")
+
+              puts(assistant)
+      description: Retrieves an assistant.
+    post:
+      operationId: modifyAssistant
+      tags:
+        - Assistants
+      summary: Modify assistant
+      parameters:
+        - in: path
+          name: assistant_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the assistant to modify.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModifyAssistantRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AssistantObject'
+      x-oaiMeta:
+        name: Modify assistant
+        group: assistants
+        beta: true
+        returns: The modified [assistant](https://platform.openai.com/docs/api-reference/assistants/object) object.
+        examples:
+          response: |
+            {
+              "id": "asst_123",
+              "object": "assistant",
+              "created_at": 1699009709,
+              "name": "HR Helper",
+              "description": null,
+              "model": "gpt-4o",
+              "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.",
+              "tools": [
+                {
+                  "type": "file_search"
+                }
+              ],
+              "tool_resources": {
+                "file_search": {
+                  "vector_store_ids": []
+                }
+              },
+              "metadata": {},
+              "top_p": 1.0,
+              "temperature": 1.0,
+              "response_format": "auto"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/assistants/asst_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                    "instructions": "You are an HR bot, and you have access to files to answer employee questions about company policies. Always response with info from either of the files.",
+                    "tools": [{"type": "file_search"}],
+                    "model": "gpt-4o"
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              assistant = client.beta.assistants.update(
+                  assistant_id="assistant_id",
+              )
+              print(assistant.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const assistant = await client.beta.assistants.update('assistant_id');
+
+              console.log(assistant.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                assistant, err := client.Beta.Assistants.Update(
+                  context.TODO(),
+                  "assistant_id",
+                  openai.BetaAssistantUpdateParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", assistant.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.assistants.Assistant;
+              import com.openai.models.beta.assistants.AssistantUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Assistant assistant = client.beta().assistants().update("assistant_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              assistant = openai.beta.assistants.update("assistant_id")
+
+              puts(assistant)
+      description: Modifies an assistant.
+    delete:
+      operationId: deleteAssistant
+      tags:
+        - Assistants
+      summary: Delete assistant
+      parameters:
+        - in: path
+          name: assistant_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the assistant to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteAssistantResponse'
+      x-oaiMeta:
+        name: Delete assistant
+        group: assistants
+        beta: true
+        returns: Deletion status
+        examples:
+          response: |
+            {
+              "id": "asst_abc123",
+              "object": "assistant.deleted",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/assistants/asst_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X DELETE
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              assistant_deleted = client.beta.assistants.delete(
+                  "assistant_id",
+              )
+              print(assistant_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const assistantDeleted = await client.beta.assistants.delete('assistant_id');
+
+              console.log(assistantDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                assistantDeleted, err := client.Beta.Assistants.Delete(context.TODO(), "assistant_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", assistantDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.assistants.AssistantDeleteParams;
+              import com.openai.models.beta.assistants.AssistantDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      AssistantDeleted assistantDeleted = client.beta().assistants().delete("assistant_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              assistant_deleted = openai.beta.assistants.delete("assistant_id")
+
+              puts(assistant_deleted)
+      description: Delete an assistant.
+  /audio/speech:
+    post:
+      operationId: createSpeech
+      tags:
+        - Audio
+      summary: Create speech
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateSpeechRequest'
+      responses:
+        '200':
+          description: OK
+          headers:
+            Transfer-Encoding:
+              schema:
+                type: string
+              description: chunked
+          content:
+            application/octet-stream:
+              schema:
+                type: string
+                format: binary
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/CreateSpeechResponseStreamEvent'
+      x-oaiMeta:
+        name: Create speech
+        group: audio
+        returns: >-
+          The audio file content or a [stream of audio
+          events](https://platform.openai.com/docs/api-reference/audio/speech-audio-delta-event).
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/speech \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -d '{
+                    "model": "gpt-4o-mini-tts",
+                    "input": "The quick brown fox jumped over the lazy dog.",
+                    "voice": "alloy"
+                  }' \
+                  --output speech.mp3
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                speech = client.audio.speech.create(
+                    input="input",
+                    model="string",
+                    voice="ash",
+                )
+                print(speech)
+                content = speech.read()
+                print(content)
+              javascript: |
+                import fs from "fs";
+                import path from "path";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const speechFile = path.resolve("./speech.mp3");
+
+                async function main() {
+                  const mp3 = await openai.audio.speech.create({
+                    model: "gpt-4o-mini-tts",
+                    voice: "alloy",
+                    input: "Today is a wonderful day to build something people love!",
+                  });
+                  console.log(speechFile);
+                  const buffer = Buffer.from(await mp3.arrayBuffer());
+                  await fs.promises.writeFile(speechFile, buffer);
+                }
+                main();
+              csharp: |
+                using System;
+                using System.IO;
+
+                using OpenAI.Audio;
+
+                AudioClient client = new(
+                    model: "gpt-4o-mini-tts",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                BinaryData speech = client.GenerateSpeech(
+                    text: "The quick brown fox jumped over the lazy dog.",
+                    voice: GeneratedSpeechVoice.Alloy
+                );
+
+                using FileStream stream = File.OpenWrite("speech.mp3");
+                speech.ToStream().CopyTo(stream);
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const speech = await client.audio.speech.create({ input: 'input', model: 'string', voice:
+                'ash' });
+
+
+                console.log(speech);
+
+
+                const content = await speech.blob();
+
+                console.log(content);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  speech, err := client.Audio.Speech.New(context.TODO(), openai.AudioSpeechNewParams{
+                    Input: "input",
+                    Model: openai.SpeechModelTTS1,
+                    Voice: openai.AudioSpeechNewParamsVoiceAlloy,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", speech)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.core.http.HttpResponse;
+                import com.openai.models.audio.speech.SpeechCreateParams;
+                import com.openai.models.audio.speech.SpeechModel;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        SpeechCreateParams params = SpeechCreateParams.builder()
+                            .input("input")
+                            .model(SpeechModel.TTS_1)
+                            .voice(SpeechCreateParams.Voice.ALLOY)
+                            .build();
+                        HttpResponse speech = client.audio().speech().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                speech = openai.audio.speech.create(input: "input", model: :"tts-1", voice: :alloy)
+
+                puts(speech)
+          - title: SSE Stream Format
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/speech \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -d '{
+                    "model": "gpt-4o-mini-tts",
+                    "input": "The quick brown fox jumped over the lazy dog.",
+                    "voice": "alloy",
+                    "stream_format": "sse"
+                  }'
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const speech = await client.audio.speech.create({ input: 'input', model: 'string', voice:
+                'ash' });
+
+
+                console.log(speech);
+
+
+                const content = await speech.blob();
+
+                console.log(content);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                speech = client.audio.speech.create(
+                    input="input",
+                    model="string",
+                    voice="ash",
+                )
+                print(speech)
+                content = speech.read()
+                print(content)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  speech, err := client.Audio.Speech.New(context.TODO(), openai.AudioSpeechNewParams{
+                    Input: "input",
+                    Model: openai.SpeechModelTTS1,
+                    Voice: openai.AudioSpeechNewParamsVoiceAlloy,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", speech)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.core.http.HttpResponse;
+                import com.openai.models.audio.speech.SpeechCreateParams;
+                import com.openai.models.audio.speech.SpeechModel;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        SpeechCreateParams params = SpeechCreateParams.builder()
+                            .input("input")
+                            .model(SpeechModel.TTS_1)
+                            .voice(SpeechCreateParams.Voice.ALLOY)
+                            .build();
+                        HttpResponse speech = client.audio().speech().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                speech = openai.audio.speech.create(input: "input", model: :"tts-1", voice: :alloy)
+
+                puts(speech)
+      description: Generates audio from the input text.
+  /audio/transcriptions:
+    post:
+      operationId: createTranscription
+      tags:
+        - Audio
+      summary: Create transcription
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateTranscriptionRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                anyOf:
+                  - $ref: '#/components/schemas/CreateTranscriptionResponseJson'
+                  - $ref: '#/components/schemas/CreateTranscriptionResponseDiarizedJson'
+                    x-stainless-skip:
+                      - go
+                  - $ref: '#/components/schemas/CreateTranscriptionResponseVerboseJson'
+                discriminator:
+                  propertyName: task
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/CreateTranscriptionResponseStreamEvent'
+      x-oaiMeta:
+        name: Create transcription
+        group: audio
+        returns: >-
+          The [transcription object](https://platform.openai.com/docs/api-reference/audio/json-object), a
+          [diarized transcription
+          object](https://platform.openai.com/docs/api-reference/audio/diarized-json-object), a [verbose
+          transcription object](https://platform.openai.com/docs/api-reference/audio/verbose-json-object), or
+          a [stream of transcript
+          events](https://platform.openai.com/docs/api-reference/audio/transcript-text-delta-event).
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/audio.mp3" \
+                  -F model="gpt-4o-transcribe"
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                async function main() {
+                  const transcription = await openai.audio.transcriptions.create({
+                    file: fs.createReadStream("audio.mp3"),
+                    model: "gpt-4o-transcribe",
+                  });
+
+                  console.log(transcription.text);
+                }
+                main();
+              csharp: |
+                using System;
+
+                using OpenAI.Audio;
+                string audioFilePath = "audio.mp3";
+
+                AudioClient client = new(
+                    model: "gpt-4o-transcribe",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                AudioTranscription transcription = client.TranscribeAudio(audioFilePath);
+
+                Console.WriteLine($"{transcription.Text}");
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: |
+              {
+                "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that.",
+                "usage": {
+                  "type": "tokens",
+                  "input_tokens": 14,
+                  "input_token_details": {
+                    "text_tokens": 0,
+                    "audio_tokens": 14
+                  },
+                  "output_tokens": 45,
+                  "total_tokens": 59
+                }
+              }
+          - title: Diarization
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/meeting.wav" \
+                  -F model="gpt-4o-transcribe-diarize" \
+                  -F response_format="diarized_json" \
+                  -F chunking_strategy=auto \
+                  -F 'known_speaker_names[]=agent' \
+                  -F 'known_speaker_references[]=data:audio/wav;base64,AAA...'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const speakerRef = fs.readFileSync("agent.wav").toString("base64");
+
+                const transcript = await openai.audio.transcriptions.create({
+                  file: fs.createReadStream("meeting.wav"),
+                  model: "gpt-4o-transcribe-diarize",
+                  response_format: "diarized_json",
+                  chunking_strategy: "auto",
+                  extra_body: {
+                    known_speaker_names: ["agent"],
+                    known_speaker_references: [`data:audio/wav;base64,${speakerRef}`],
+                  },
+                });
+
+                console.log(transcript.segments);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: |
+              {
+                "task": "transcribe",
+                "duration": 27.4,
+                "text": "Agent: Thanks for calling OpenAI support.\nA: Hi, I'm trying to enable diarization.\nAgent: Happy to walk you through the steps.",
+                "segments": [
+                  {
+                    "type": "transcript.text.segment",
+                    "id": "seg_001",
+                    "start": 0.0,
+                    "end": 4.7,
+                    "text": "Thanks for calling OpenAI support.",
+                    "speaker": "agent"
+                  },
+                  {
+                    "type": "transcript.text.segment",
+                    "id": "seg_002",
+                    "start": 4.7,
+                    "end": 11.8,
+                    "text": "Hi, I'm trying to enable diarization.",
+                    "speaker": "A"
+                  },
+                  {
+                    "type": "transcript.text.segment",
+                    "id": "seg_003",
+                    "start": 12.1,
+                    "end": 18.5,
+                    "text": "Happy to walk you through the steps.",
+                    "speaker": "agent"
+                  }
+                ],
+                "usage": {
+                  "type": "duration",
+                  "seconds": 27
+                }
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/audio.mp3" \
+                  -F model="gpt-4o-mini-transcribe" \
+                  -F stream=true
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const stream = await openai.audio.transcriptions.create({
+                  file: fs.createReadStream("audio.mp3"),
+                  model: "gpt-4o-mini-transcribe",
+                  stream: true,
+                });
+
+                for await (const event of stream) {
+                  console.log(event);
+                }
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: >
+              data:
+              {"type":"transcript.text.delta","delta":"I","logprobs":[{"token":"I","logprob":-0.00007588794,"bytes":[73]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" see","logprobs":[{"token":"
+              see","logprob":-3.1281633e-7,"bytes":[32,115,101,101]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" skies","logprobs":[{"token":"
+              skies","logprob":-2.3392786e-6,"bytes":[32,115,107,105,101,115]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" of","logprobs":[{"token":"
+              of","logprob":-3.1281633e-7,"bytes":[32,111,102]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" blue","logprobs":[{"token":"
+              blue","logprob":-1.0280384e-6,"bytes":[32,98,108,117,101]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" and","logprobs":[{"token":"
+              and","logprob":-0.0005108566,"bytes":[32,97,110,100]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" clouds","logprobs":[{"token":"
+              clouds","logprob":-1.9361265e-7,"bytes":[32,99,108,111,117,100,115]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" of","logprobs":[{"token":"
+              of","logprob":-1.9361265e-7,"bytes":[32,111,102]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" white","logprobs":[{"token":"
+              white","logprob":-7.89631e-7,"bytes":[32,119,104,105,116,101]}]}
+
+
+              data:
+              {"type":"transcript.text.delta","delta":",","logprobs":[{"token":",","logprob":-0.0014890312,"bytes":[44]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" the","logprobs":[{"token":"
+              the","logprob":-0.0110956915,"bytes":[32,116,104,101]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" bright","logprobs":[{"token":"
+              bright","logprob":0.0,"bytes":[32,98,114,105,103,104,116]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" blessed","logprobs":[{"token":"
+              blessed","logprob":-0.000045848617,"bytes":[32,98,108,101,115,115,101,100]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" days","logprobs":[{"token":"
+              days","logprob":-0.000010802739,"bytes":[32,100,97,121,115]}]}
+
+
+              data:
+              {"type":"transcript.text.delta","delta":",","logprobs":[{"token":",","logprob":-0.00001700133,"bytes":[44]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" the","logprobs":[{"token":"
+              the","logprob":-0.0000118755715,"bytes":[32,116,104,101]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" dark","logprobs":[{"token":"
+              dark","logprob":-5.5122365e-7,"bytes":[32,100,97,114,107]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" sacred","logprobs":[{"token":"
+              sacred","logprob":-5.4385737e-6,"bytes":[32,115,97,99,114,101,100]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" nights","logprobs":[{"token":"
+              nights","logprob":-4.00813e-6,"bytes":[32,110,105,103,104,116,115]}]}
+
+
+              data:
+              {"type":"transcript.text.delta","delta":",","logprobs":[{"token":",","logprob":-0.0036910512,"bytes":[44]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" and","logprobs":[{"token":"
+              and","logprob":-0.0031903093,"bytes":[32,97,110,100]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" I","logprobs":[{"token":"
+              I","logprob":-1.504853e-6,"bytes":[32,73]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" think","logprobs":[{"token":"
+              think","logprob":-4.3202e-7,"bytes":[32,116,104,105,110,107]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" to","logprobs":[{"token":"
+              to","logprob":-1.9361265e-7,"bytes":[32,116,111]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" myself","logprobs":[{"token":"
+              myself","logprob":-1.7432603e-6,"bytes":[32,109,121,115,101,108,102]}]}
+
+
+              data:
+              {"type":"transcript.text.delta","delta":",","logprobs":[{"token":",","logprob":-0.29254505,"bytes":[44]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" what","logprobs":[{"token":"
+              what","logprob":-0.016815351,"bytes":[32,119,104,97,116]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" a","logprobs":[{"token":"
+              a","logprob":-3.1281633e-7,"bytes":[32,97]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" wonderful","logprobs":[{"token":"
+              wonderful","logprob":-2.1008714e-6,"bytes":[32,119,111,110,100,101,114,102,117,108]}]}
+
+
+              data: {"type":"transcript.text.delta","delta":" world","logprobs":[{"token":"
+              world","logprob":-8.180258e-6,"bytes":[32,119,111,114,108,100]}]}
+
+
+              data:
+              {"type":"transcript.text.delta","delta":".","logprobs":[{"token":".","logprob":-0.014231676,"bytes":[46]}]}
+
+
+              data: {"type":"transcript.text.done","text":"I see skies of blue and clouds of white, the bright
+              blessed days, the dark sacred nights, and I think to myself, what a wonderful
+              world.","logprobs":[{"token":"I","logprob":-0.00007588794,"bytes":[73]},{"token":"
+              see","logprob":-3.1281633e-7,"bytes":[32,115,101,101]},{"token":"
+              skies","logprob":-2.3392786e-6,"bytes":[32,115,107,105,101,115]},{"token":"
+              of","logprob":-3.1281633e-7,"bytes":[32,111,102]},{"token":"
+              blue","logprob":-1.0280384e-6,"bytes":[32,98,108,117,101]},{"token":"
+              and","logprob":-0.0005108566,"bytes":[32,97,110,100]},{"token":"
+              clouds","logprob":-1.9361265e-7,"bytes":[32,99,108,111,117,100,115]},{"token":"
+              of","logprob":-1.9361265e-7,"bytes":[32,111,102]},{"token":"
+              white","logprob":-7.89631e-7,"bytes":[32,119,104,105,116,101]},{"token":",","logprob":-0.0014890312,"bytes":[44]},{"token":"
+              the","logprob":-0.0110956915,"bytes":[32,116,104,101]},{"token":"
+              bright","logprob":0.0,"bytes":[32,98,114,105,103,104,116]},{"token":"
+              blessed","logprob":-0.000045848617,"bytes":[32,98,108,101,115,115,101,100]},{"token":"
+              days","logprob":-0.000010802739,"bytes":[32,100,97,121,115]},{"token":",","logprob":-0.00001700133,"bytes":[44]},{"token":"
+              the","logprob":-0.0000118755715,"bytes":[32,116,104,101]},{"token":"
+              dark","logprob":-5.5122365e-7,"bytes":[32,100,97,114,107]},{"token":"
+              sacred","logprob":-5.4385737e-6,"bytes":[32,115,97,99,114,101,100]},{"token":"
+              nights","logprob":-4.00813e-6,"bytes":[32,110,105,103,104,116,115]},{"token":",","logprob":-0.0036910512,"bytes":[44]},{"token":"
+              and","logprob":-0.0031903093,"bytes":[32,97,110,100]},{"token":"
+              I","logprob":-1.504853e-6,"bytes":[32,73]},{"token":"
+              think","logprob":-4.3202e-7,"bytes":[32,116,104,105,110,107]},{"token":"
+              to","logprob":-1.9361265e-7,"bytes":[32,116,111]},{"token":"
+              myself","logprob":-1.7432603e-6,"bytes":[32,109,121,115,101,108,102]},{"token":",","logprob":-0.29254505,"bytes":[44]},{"token":"
+              what","logprob":-0.016815351,"bytes":[32,119,104,97,116]},{"token":"
+              a","logprob":-3.1281633e-7,"bytes":[32,97]},{"token":"
+              wonderful","logprob":-2.1008714e-6,"bytes":[32,119,111,110,100,101,114,102,117,108]},{"token":"
+              world","logprob":-8.180258e-6,"bytes":[32,119,111,114,108,100]},{"token":".","logprob":-0.014231676,"bytes":[46]}],"usage":{"input_tokens":14,"input_token_details":{"text_tokens":0,"audio_tokens":14},"output_tokens":45,"total_tokens":59}}
+          - title: Logprobs
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/audio.mp3" \
+                  -F "include[]=logprobs" \
+                  -F model="gpt-4o-transcribe" \
+                  -F response_format="json"
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                async function main() {
+                  const transcription = await openai.audio.transcriptions.create({
+                    file: fs.createReadStream("audio.mp3"),
+                    model: "gpt-4o-transcribe",
+                    response_format: "json",
+                    include: ["logprobs"]
+                  });
+
+                  console.log(transcription);
+                }
+                main();
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: |
+              {
+                "text": "Hey, my knee is hurting and I want to see the doctor tomorrow ideally.",
+                "logprobs": [
+                  { "token": "Hey", "logprob": -1.0415299, "bytes": [72, 101, 121] },
+                  { "token": ",", "logprob": -9.805982e-5, "bytes": [44] },
+                  { "token": " my", "logprob": -0.00229799, "bytes": [32, 109, 121] },
+                  {
+                    "token": " knee",
+                    "logprob": -4.7159858e-5,
+                    "bytes": [32, 107, 110, 101, 101]
+                  },
+                  { "token": " is", "logprob": -0.043909557, "bytes": [32, 105, 115] },
+                  {
+                    "token": " hurting",
+                    "logprob": -1.1041146e-5,
+                    "bytes": [32, 104, 117, 114, 116, 105, 110, 103]
+                  },
+                  { "token": " and", "logprob": -0.011076359, "bytes": [32, 97, 110, 100] },
+                  { "token": " I", "logprob": -5.3193703e-6, "bytes": [32, 73] },
+                  {
+                    "token": " want",
+                    "logprob": -0.0017156356,
+                    "bytes": [32, 119, 97, 110, 116]
+                  },
+                  { "token": " to", "logprob": -7.89631e-7, "bytes": [32, 116, 111] },
+                  { "token": " see", "logprob": -5.5122365e-7, "bytes": [32, 115, 101, 101] },
+                  { "token": " the", "logprob": -0.0040786397, "bytes": [32, 116, 104, 101] },
+                  {
+                    "token": " doctor",
+                    "logprob": -2.3392786e-6,
+                    "bytes": [32, 100, 111, 99, 116, 111, 114]
+                  },
+                  {
+                    "token": " tomorrow",
+                    "logprob": -7.89631e-7,
+                    "bytes": [32, 116, 111, 109, 111, 114, 114, 111, 119]
+                  },
+                  {
+                    "token": " ideally",
+                    "logprob": -0.5800861,
+                    "bytes": [32, 105, 100, 101, 97, 108, 108, 121]
+                  },
+                  { "token": ".", "logprob": -0.00011093382, "bytes": [46] }
+                ],
+                "usage": {
+                  "type": "tokens",
+                  "input_tokens": 14,
+                  "input_token_details": {
+                    "text_tokens": 0,
+                    "audio_tokens": 14
+                  },
+                  "output_tokens": 45,
+                  "total_tokens": 59
+                }
+              }
+          - title: Word timestamps
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/audio.mp3" \
+                  -F "timestamp_granularities[]=word" \
+                  -F model="whisper-1" \
+                  -F response_format="verbose_json"
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                async function main() {
+                  const transcription = await openai.audio.transcriptions.create({
+                    file: fs.createReadStream("audio.mp3"),
+                    model: "whisper-1",
+                    response_format: "verbose_json",
+                    timestamp_granularities: ["word"]
+                  });
+
+                  console.log(transcription.text);
+                }
+                main();
+              csharp: |
+                using System;
+
+                using OpenAI.Audio;
+
+                string audioFilePath = "audio.mp3";
+
+                AudioClient client = new(
+                    model: "whisper-1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                AudioTranscriptionOptions options = new()
+                {
+                    ResponseFormat = AudioTranscriptionFormat.Verbose,
+                    TimestampGranularities = AudioTimestampGranularities.Word,
+                };
+
+                AudioTranscription transcription = client.TranscribeAudio(audioFilePath, options);
+
+                Console.WriteLine($"{transcription.Text}");
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: |
+              {
+                "task": "transcribe",
+                "language": "english",
+                "duration": 8.470000267028809,
+                "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.",
+                "words": [
+                  {
+                    "word": "The",
+                    "start": 0.0,
+                    "end": 0.23999999463558197
+                  },
+                  ...
+                  {
+                    "word": "volleyball",
+                    "start": 7.400000095367432,
+                    "end": 7.900000095367432
+                  }
+                ],
+                "usage": {
+                  "type": "duration",
+                  "seconds": 9
+                }
+              }
+          - title: Segment timestamps
+            request:
+              curl: |
+                curl https://api.openai.com/v1/audio/transcriptions \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: multipart/form-data" \
+                  -F file="@/path/to/file/audio.mp3" \
+                  -F "timestamp_granularities[]=segment" \
+                  -F model="whisper-1" \
+                  -F response_format="verbose_json"
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                transcription = client.audio.transcriptions.create(
+                    file=b"raw file contents",
+                    model="gpt-4o-transcribe",
+                )
+                print(transcription)
+              javascript: |
+                import fs from "fs";
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                async function main() {
+                  const transcription = await openai.audio.transcriptions.create({
+                    file: fs.createReadStream("audio.mp3"),
+                    model: "whisper-1",
+                    response_format: "verbose_json",
+                    timestamp_granularities: ["segment"]
+                  });
+
+                  console.log(transcription.text);
+                }
+                main();
+              csharp: |
+                using System;
+
+                using OpenAI.Audio;
+
+                string audioFilePath = "audio.mp3";
+
+                AudioClient client = new(
+                    model: "whisper-1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                AudioTranscriptionOptions options = new()
+                {
+                    ResponseFormat = AudioTranscriptionFormat.Verbose,
+                    TimestampGranularities = AudioTimestampGranularities.Segment,
+                };
+
+                AudioTranscription transcription = client.TranscribeAudio(audioFilePath, options);
+
+                Console.WriteLine($"{transcription.Text}");
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const transcription = await client.audio.transcriptions.create({
+                  file: fs.createReadStream('speech.mp3'),
+                  model: 'gpt-4o-transcribe',
+                });
+
+                console.log(transcription);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  transcription, err := client.Audio.Transcriptions.New(context.TODO(), openai.AudioTranscriptionNewParams{
+                    File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    Model: openai.AudioModelWhisper1,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", transcription)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.audio.AudioModel;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateParams;
+                import com.openai.models.audio.transcriptions.TranscriptionCreateResponse;
+                import java.io.ByteArrayInputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        TranscriptionCreateParams params = TranscriptionCreateParams.builder()
+                            .file(ByteArrayInputStream("some content".getBytes()))
+                            .model(AudioModel.WHISPER_1)
+                            .build();
+                        TranscriptionCreateResponse transcription = client.audio().transcriptions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                transcription = openai.audio.transcriptions.create(file: Pathname(__FILE__), model:
+                :"whisper-1")
+
+
+                puts(transcription)
+            response: |
+              {
+                "task": "transcribe",
+                "language": "english",
+                "duration": 8.470000267028809,
+                "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.",
+                "segments": [
+                  {
+                    "id": 0,
+                    "seek": 0,
+                    "start": 0.0,
+                    "end": 3.319999933242798,
+                    "text": " The beach was a popular spot on a hot summer day.",
+                    "tokens": [
+                      50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530
+                    ],
+                    "temperature": 0.0,
+                    "avg_logprob": -0.2860786020755768,
+                    "compression_ratio": 1.2363636493682861,
+                    "no_speech_prob": 0.00985979475080967
+                  },
+                  ...
+                ],
+                "usage": {
+                  "type": "duration",
+                  "seconds": 9
+                }
+              }
+      description: Transcribes audio into the input language.
+  /audio/translations:
+    post:
+      operationId: createTranslation
+      tags:
+        - Audio
+      summary: Create translation
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateTranslationRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                anyOf:
+                  - $ref: '#/components/schemas/CreateTranslationResponseJson'
+                  - $ref: '#/components/schemas/CreateTranslationResponseVerboseJson'
+                    x-stainless-skip:
+                      - go
+      x-oaiMeta:
+        name: Create translation
+        group: audio
+        returns: The translated text.
+        examples:
+          response: |
+            {
+              "text": "Hello, my name is Wolfgang and I come from Germany. Where are you heading today?"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/audio/translations \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: multipart/form-data" \
+                -F file="@/path/to/file/german.m4a" \
+                -F model="whisper-1"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              translation = client.audio.translations.create(
+                  file=b"raw file contents",
+                  model="whisper-1",
+              )
+              print(translation)
+            javascript: |
+              import fs from "fs";
+              import OpenAI from "openai";
+
+              const openai = new OpenAI();
+
+              async function main() {
+                  const translation = await openai.audio.translations.create({
+                      file: fs.createReadStream("speech.mp3"),
+                      model: "whisper-1",
+                  });
+
+                  console.log(translation.text);
+              }
+              main();
+            csharp: |
+              using System;
+
+              using OpenAI.Audio;
+
+              string audioFilePath = "audio.mp3";
+
+              AudioClient client = new(
+                  model: "whisper-1",
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+              AudioTranscription transcription = client.TranscribeAudio(audioFilePath);
+
+              Console.WriteLine($"{transcription.Text}");
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const translation = await client.audio.translations.create({
+                file: fs.createReadStream('speech.mp3'),
+                model: 'whisper-1',
+              });
+
+              console.log(translation);
+            go: |
+              package main
+
+              import (
+                "bytes"
+                "context"
+                "fmt"
+                "io"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                translation, err := client.Audio.Translations.New(context.TODO(), openai.AudioTranslationNewParams{
+                  File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                  Model: openai.AudioModelWhisper1,
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", translation)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.audio.AudioModel;
+              import com.openai.models.audio.translations.TranslationCreateParams;
+              import com.openai.models.audio.translations.TranslationCreateResponse;
+              import java.io.ByteArrayInputStream;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      TranslationCreateParams params = TranslationCreateParams.builder()
+                          .file(ByteArrayInputStream("some content".getBytes()))
+                          .model(AudioModel.WHISPER_1)
+                          .build();
+                      TranslationCreateResponse translation = client.audio().translations().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              translation = openai.audio.translations.create(file: Pathname(__FILE__), model: :"whisper-1")
+
+              puts(translation)
+      description: Translates audio into English.
+  /batches:
+    post:
+      summary: Create batch
+      operationId: createBatch
+      tags:
+        - Batch
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              required:
+                - input_file_id
+                - endpoint
+                - completion_window
+              properties:
+                input_file_id:
+                  type: string
+                  description: >
+                    The ID of an uploaded file that contains requests for the new batch.
+
+
+                    See [upload file](https://platform.openai.com/docs/api-reference/files/create) for how to
+                    upload a file.
+
+
+                    Your input file must be formatted as a [JSONL
+                    file](https://platform.openai.com/docs/api-reference/batch/request-input), and must be
+                    uploaded with the purpose `batch`. The file can contain up to 50,000 requests, and can be
+                    up to 200 MB in size.
+                endpoint:
+                  type: string
+                  enum:
+                    - /v1/responses
+                    - /v1/chat/completions
+                    - /v1/embeddings
+                    - /v1/completions
+                  description: >-
+                    The endpoint to be used for all requests in the batch. Currently `/v1/responses`,
+                    `/v1/chat/completions`, `/v1/embeddings`, and `/v1/completions` are supported. Note that
+                    `/v1/embeddings` batches are also restricted to a maximum of 50,000 embedding inputs
+                    across all requests in the batch.
+                completion_window:
+                  type: string
+                  enum:
+                    - 24h
+                  description: >-
+                    The time frame within which the batch should be processed. Currently only `24h` is
+                    supported.
+                metadata:
+                  $ref: '#/components/schemas/Metadata'
+                output_expires_after:
+                  $ref: '#/components/schemas/BatchFileExpirationAfter'
+      responses:
+        '200':
+          description: Batch created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Batch'
+      x-oaiMeta:
+        name: Create batch
+        group: batch
+        returns: The created [Batch](https://platform.openai.com/docs/api-reference/batch/object) object.
+        examples:
+          response: |
+            {
+              "id": "batch_abc123",
+              "object": "batch",
+              "endpoint": "/v1/chat/completions",
+              "errors": null,
+              "input_file_id": "file-abc123",
+              "completion_window": "24h",
+              "status": "validating",
+              "output_file_id": null,
+              "error_file_id": null,
+              "created_at": 1711471533,
+              "in_progress_at": null,
+              "expires_at": null,
+              "finalizing_at": null,
+              "completed_at": null,
+              "failed_at": null,
+              "expired_at": null,
+              "cancelling_at": null,
+              "cancelled_at": null,
+              "request_counts": {
+                "total": 0,
+                "completed": 0,
+                "failed": 0
+              },
+              "metadata": {
+                "customer_id": "user_123456789",
+                "batch_description": "Nightly eval job",
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/batches \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                  "input_file_id": "file-abc123",
+                  "endpoint": "/v1/chat/completions",
+                  "completion_window": "24h"
+                }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              batch = client.batches.create(
+                  completion_window="24h",
+                  endpoint="/v1/responses",
+                  input_file_id="input_file_id",
+              )
+              print(batch.id)
+            node: |
+              import OpenAI from "openai";
+
+              const openai = new OpenAI();
+
+              async function main() {
+                const batch = await openai.batches.create({
+                  input_file_id: "file-abc123",
+                  endpoint: "/v1/chat/completions",
+                  completion_window: "24h"
+                });
+
+                console.log(batch);
+              }
+
+              main();
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const batch = await client.batches.create({
+                completion_window: '24h',
+                endpoint: '/v1/responses',
+                input_file_id: 'input_file_id',
+              });
+
+              console.log(batch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                batch, err := client.Batches.New(context.TODO(), openai.BatchNewParams{
+                  CompletionWindow: openai.BatchNewParamsCompletionWindow24h,
+                  Endpoint: openai.BatchNewParamsEndpointV1Responses,
+                  InputFileID: "input_file_id",
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", batch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.batches.Batch;
+              import com.openai.models.batches.BatchCreateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      BatchCreateParams params = BatchCreateParams.builder()
+                          .completionWindow(BatchCreateParams.CompletionWindow._24H)
+                          .endpoint(BatchCreateParams.Endpoint.V1_RESPONSES)
+                          .inputFileId("input_file_id")
+                          .build();
+                      Batch batch = client.batches().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              batch = openai.batches.create(
+                completion_window: :"24h",
+                endpoint: :"/v1/responses",
+                input_file_id: "input_file_id"
+              )
+
+              puts(batch)
+      description: Creates and executes a batch from an uploaded file of requests
+    get:
+      operationId: listBatches
+      tags:
+        - Batch
+      summary: List batch
+      parameters:
+        - in: query
+          name: after
+          required: false
+          schema:
+            type: string
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+      responses:
+        '200':
+          description: Batch listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListBatchesResponse'
+      x-oaiMeta:
+        name: List batch
+        group: batch
+        returns: A list of paginated [Batch](https://platform.openai.com/docs/api-reference/batch/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "batch_abc123",
+                  "object": "batch",
+                  "endpoint": "/v1/chat/completions",
+                  "errors": null,
+                  "input_file_id": "file-abc123",
+                  "completion_window": "24h",
+                  "status": "completed",
+                  "output_file_id": "file-cvaTdG",
+                  "error_file_id": "file-HOWS94",
+                  "created_at": 1711471533,
+                  "in_progress_at": 1711471538,
+                  "expires_at": 1711557933,
+                  "finalizing_at": 1711493133,
+                  "completed_at": 1711493163,
+                  "failed_at": null,
+                  "expired_at": null,
+                  "cancelling_at": null,
+                  "cancelled_at": null,
+                  "request_counts": {
+                    "total": 100,
+                    "completed": 95,
+                    "failed": 5
+                  },
+                  "metadata": {
+                    "customer_id": "user_123456789",
+                    "batch_description": "Nightly job",
+                  }
+                },
+                { ... },
+              ],
+              "first_id": "batch_abc123",
+              "last_id": "batch_abc456",
+              "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/batches?limit=2 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.batches.list()
+              page = page.data[0]
+              print(page.id)
+            node: |
+              import OpenAI from "openai";
+
+              const openai = new OpenAI();
+
+              async function main() {
+                const list = await openai.batches.list();
+
+                for await (const batch of list) {
+                  console.log(batch);
+                }
+              }
+
+              main();
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const batch of client.batches.list()) {
+                console.log(batch.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Batches.List(context.TODO(), openai.BatchListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.batches.BatchListPage;
+              import com.openai.models.batches.BatchListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      BatchListPage page = client.batches().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.batches.list
+
+              puts(page)
+      description: List your organization's batches.
+  /batches/{batch_id}:
+    get:
+      operationId: retrieveBatch
+      tags:
+        - Batch
+      summary: Retrieve batch
+      parameters:
+        - in: path
+          name: batch_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the batch to retrieve.
+      responses:
+        '200':
+          description: Batch retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Batch'
+      x-oaiMeta:
+        name: Retrieve batch
+        group: batch
+        returns: >-
+          The [Batch](https://platform.openai.com/docs/api-reference/batch/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "batch_abc123",
+              "object": "batch",
+              "endpoint": "/v1/completions",
+              "errors": null,
+              "input_file_id": "file-abc123",
+              "completion_window": "24h",
+              "status": "completed",
+              "output_file_id": "file-cvaTdG",
+              "error_file_id": "file-HOWS94",
+              "created_at": 1711471533,
+              "in_progress_at": 1711471538,
+              "expires_at": 1711557933,
+              "finalizing_at": 1711493133,
+              "completed_at": 1711493163,
+              "failed_at": null,
+              "expired_at": null,
+              "cancelling_at": null,
+              "cancelled_at": null,
+              "request_counts": {
+                "total": 100,
+                "completed": 95,
+                "failed": 5
+              },
+              "metadata": {
+                "customer_id": "user_123456789",
+                "batch_description": "Nightly eval job",
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/batches/batch_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              batch = client.batches.retrieve(
+                  "batch_id",
+              )
+              print(batch.id)
+            node: |
+              import OpenAI from "openai";
+
+              const openai = new OpenAI();
+
+              async function main() {
+                const batch = await openai.batches.retrieve("batch_abc123");
+
+                console.log(batch);
+              }
+
+              main();
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const batch = await client.batches.retrieve('batch_id');
+
+              console.log(batch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                batch, err := client.Batches.Get(context.TODO(), "batch_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", batch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.batches.Batch;
+              import com.openai.models.batches.BatchRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Batch batch = client.batches().retrieve("batch_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              batch = openai.batches.retrieve("batch_id")
+
+              puts(batch)
+      description: Retrieves a batch.
+  /batches/{batch_id}/cancel:
+    post:
+      operationId: cancelBatch
+      tags:
+        - Batch
+      summary: Cancel batch
+      parameters:
+        - in: path
+          name: batch_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the batch to cancel.
+      responses:
+        '200':
+          description: Batch is cancelling. Returns the cancelling batch's details.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Batch'
+      x-oaiMeta:
+        name: Cancel batch
+        group: batch
+        returns: >-
+          The [Batch](https://platform.openai.com/docs/api-reference/batch/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "batch_abc123",
+              "object": "batch",
+              "endpoint": "/v1/chat/completions",
+              "errors": null,
+              "input_file_id": "file-abc123",
+              "completion_window": "24h",
+              "status": "cancelling",
+              "output_file_id": null,
+              "error_file_id": null,
+              "created_at": 1711471533,
+              "in_progress_at": 1711471538,
+              "expires_at": 1711557933,
+              "finalizing_at": null,
+              "completed_at": null,
+              "failed_at": null,
+              "expired_at": null,
+              "cancelling_at": 1711475133,
+              "cancelled_at": null,
+              "request_counts": {
+                "total": 100,
+                "completed": 23,
+                "failed": 1
+              },
+              "metadata": {
+                "customer_id": "user_123456789",
+                "batch_description": "Nightly eval job",
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/batches/batch_abc123/cancel \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -X POST
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              batch = client.batches.cancel(
+                  "batch_id",
+              )
+              print(batch.id)
+            node: |
+              import OpenAI from "openai";
+
+              const openai = new OpenAI();
+
+              async function main() {
+                const batch = await openai.batches.cancel("batch_abc123");
+
+                console.log(batch);
+              }
+
+              main();
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const batch = await client.batches.cancel('batch_id');
+
+              console.log(batch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                batch, err := client.Batches.Cancel(context.TODO(), "batch_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", batch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.batches.Batch;
+              import com.openai.models.batches.BatchCancelParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Batch batch = client.batches().cancel("batch_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              batch = openai.batches.cancel("batch_id")
+
+              puts(batch)
+      description: >-
+        Cancels an in-progress batch. The batch will be in status `cancelling` for up to 10 minutes, before
+        changing to `cancelled`, where it will have partial results (if any) available in the output file.
+  /chat/completions:
+    get:
+      operationId: listChatCompletions
+      tags:
+        - Chat
+      summary: List Chat Completions
+      parameters:
+        - name: model
+          in: query
+          description: The model used to generate the Chat Completions.
+          required: false
+          schema:
+            type: string
+        - name: metadata
+          in: query
+          description: |
+            A list of metadata keys to filter the Chat Completions by. Example:
+
+            `metadata[key1]=value1&metadata[key2]=value2`
+          required: false
+          schema:
+            $ref: '#/components/schemas/Metadata'
+        - name: after
+          in: query
+          description: Identifier for the last chat completion from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of Chat Completions to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >-
+            Sort order for Chat Completions by timestamp. Use `asc` for ascending order or `desc` for
+            descending order. Defaults to `asc`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+      responses:
+        '200':
+          description: A list of Chat Completions
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatCompletionList'
+      x-oaiMeta:
+        name: List Chat Completions
+        group: chat
+        returns: >-
+          A list of [Chat Completions](https://platform.openai.com/docs/api-reference/chat/list-object)
+          matching the specified filters.
+        path: list
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "chat.completion",
+                  "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+                  "model": "gpt-4.1-2025-04-14",
+                  "created": 1738960610,
+                  "request_id": "req_ded8ab984ec4bf840f37566c1011c417",
+                  "tool_choice": null,
+                  "usage": {
+                    "total_tokens": 31,
+                    "completion_tokens": 18,
+                    "prompt_tokens": 13
+                  },
+                  "seed": 4944116822809979520,
+                  "top_p": 1.0,
+                  "temperature": 1.0,
+                  "presence_penalty": 0.0,
+                  "frequency_penalty": 0.0,
+                  "system_fingerprint": "fp_50cad350e4",
+                  "input_user": null,
+                  "service_tier": "default",
+                  "tools": null,
+                  "metadata": {},
+                  "choices": [
+                    {
+                      "index": 0,
+                      "message": {
+                        "content": "Mind of circuits hum,  \nLearning patterns in silence—  \nFuture's quiet spark.",
+                        "role": "assistant",
+                        "tool_calls": null,
+                        "function_call": null
+                      },
+                      "finish_reason": "stop",
+                      "logprobs": null
+                    }
+                  ],
+                  "response_format": null
+                }
+              ],
+              "first_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+              "last_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/chat/completions \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.chat.completions.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const chatCompletion of client.chat.completions.list()) {
+                console.log(chatCompletion.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Chat.Completions.List(context.TODO(), openai.ChatCompletionListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.chat.completions.ChatCompletionListPage;
+              import com.openai.models.chat.completions.ChatCompletionListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ChatCompletionListPage page = client.chat().completions().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.chat.completions.list
+
+              puts(page)
+      description: |
+        List stored Chat Completions. Only Chat Completions that have been stored
+        with the `store` parameter set to `true` will be returned.
+    post:
+      operationId: createChatCompletion
+      tags:
+        - Chat
+      summary: Create chat completion
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateChatCompletionRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateChatCompletionResponse'
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/CreateChatCompletionStreamResponse'
+      x-oaiMeta:
+        name: Create chat completion
+        group: chat
+        returns: >
+          Returns a [chat completion](https://platform.openai.com/docs/api-reference/chat/object) object, or a
+          streamed sequence of [chat completion
+          chunk](https://platform.openai.com/docs/api-reference/chat/streaming) objects if the request is
+          streamed.
+        path: create
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chat/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "VAR_chat_model_id",
+                    "messages": [
+                      {
+                        "role": "developer",
+                        "content": "You are a helpful assistant."
+                      },
+                      {
+                        "role": "user",
+                        "content": "Hello!"
+                      }
+                    ]
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_completion = client.chat.completions.create(
+                    messages=[{
+                        "content": "string",
+                        "role": "developer",
+                    }],
+                    model="gpt-4o",
+                )
+                print(chat_completion)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatCompletion = await client.chat.completions.create({
+                  messages: [{ content: 'string', role: 'developer' }],
+                  model: 'gpt-4o',
+                });
+
+                console.log(chatCompletion);
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+
+                using OpenAI.Chat;
+
+                ChatClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                List<ChatMessage> messages =
+                [
+                    new SystemChatMessage("You are a helpful assistant."),
+                    new UserChatMessage("Hello!")
+                ];
+
+                ChatCompletion completion = client.CompleteChat(messages);
+
+                Console.WriteLine(completion.Content[0].Text);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatCompletion, err := client.Chat.Completions.New(context.TODO(), openai.ChatCompletionNewParams{
+                    Messages: []openai.ChatCompletionMessageParamUnion{openai.ChatCompletionMessageParamUnion{
+                      OfDeveloper: &openai.ChatCompletionDeveloperMessageParam{
+                        Content: openai.ChatCompletionDeveloperMessageParamContentUnion{
+                          OfString: openai.String("string"),
+                        },
+                      },
+                    }},
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatCompletion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.chat.completions.ChatCompletion;
+                import com.openai.models.chat.completions.ChatCompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
+                            .addDeveloperMessage("string")
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        ChatCompletion chatCompletion = client.chat().completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                chat_completion = openai.chat.completions.create(messages: [{content: "string", role:
+                :developer}], model: :"gpt-5")
+
+
+                puts(chat_completion)
+            response: |
+              {
+                "id": "chatcmpl-B9MBs8CjcvOU2jLn4n570S5qMJKcT",
+                "object": "chat.completion",
+                "created": 1741569952,
+                "model": "gpt-4.1-2025-04-14",
+                "choices": [
+                  {
+                    "index": 0,
+                    "message": {
+                      "role": "assistant",
+                      "content": "Hello! How can I assist you today?",
+                      "refusal": null,
+                      "annotations": []
+                    },
+                    "logprobs": null,
+                    "finish_reason": "stop"
+                  }
+                ],
+                "usage": {
+                  "prompt_tokens": 19,
+                  "completion_tokens": 10,
+                  "total_tokens": 29,
+                  "prompt_tokens_details": {
+                    "cached_tokens": 0,
+                    "audio_tokens": 0
+                  },
+                  "completion_tokens_details": {
+                    "reasoning_tokens": 0,
+                    "audio_tokens": 0,
+                    "accepted_prediction_tokens": 0,
+                    "rejected_prediction_tokens": 0
+                  }
+                },
+                "service_tier": "default"
+              }
+          - title: Image input
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chat/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "messages": [
+                      {
+                        "role": "user",
+                        "content": [
+                          {
+                            "type": "text",
+                            "text": "What is in this image?"
+                          },
+                          {
+                            "type": "image_url",
+                            "image_url": {
+                              "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                            }
+                          }
+                        ]
+                      }
+                    ],
+                    "max_tokens": 300
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_completion = client.chat.completions.create(
+                    messages=[{
+                        "content": "string",
+                        "role": "developer",
+                    }],
+                    model="gpt-4o",
+                )
+                print(chat_completion)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatCompletion = await client.chat.completions.create({
+                  messages: [{ content: 'string', role: 'developer' }],
+                  model: 'gpt-4o',
+                });
+
+                console.log(chatCompletion);
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+
+                using OpenAI.Chat;
+
+                ChatClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                List<ChatMessage> messages =
+                [
+                    new UserChatMessage(
+                    [
+                        ChatMessageContentPart.CreateTextPart("What's in this image?"),
+                        ChatMessageContentPart.CreateImagePart(new Uri("https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"))
+                    ])
+                ];
+
+                ChatCompletion completion = client.CompleteChat(messages);
+
+                Console.WriteLine(completion.Content[0].Text);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatCompletion, err := client.Chat.Completions.New(context.TODO(), openai.ChatCompletionNewParams{
+                    Messages: []openai.ChatCompletionMessageParamUnion{openai.ChatCompletionMessageParamUnion{
+                      OfDeveloper: &openai.ChatCompletionDeveloperMessageParam{
+                        Content: openai.ChatCompletionDeveloperMessageParamContentUnion{
+                          OfString: openai.String("string"),
+                        },
+                      },
+                    }},
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatCompletion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.chat.completions.ChatCompletion;
+                import com.openai.models.chat.completions.ChatCompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
+                            .addDeveloperMessage("string")
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        ChatCompletion chatCompletion = client.chat().completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                chat_completion = openai.chat.completions.create(messages: [{content: "string", role:
+                :developer}], model: :"gpt-5")
+
+
+                puts(chat_completion)
+            response: |
+              {
+                "id": "chatcmpl-B9MHDbslfkBeAs8l4bebGdFOJ6PeG",
+                "object": "chat.completion",
+                "created": 1741570283,
+                "model": "gpt-4.1-2025-04-14",
+                "choices": [
+                  {
+                    "index": 0,
+                    "message": {
+                      "role": "assistant",
+                      "content": "The image shows a wooden boardwalk path running through a lush green field or meadow. The sky is bright blue with some scattered clouds, giving the scene a serene and peaceful atmosphere. Trees and shrubs are visible in the background.",
+                      "refusal": null,
+                      "annotations": []
+                    },
+                    "logprobs": null,
+                    "finish_reason": "stop"
+                  }
+                ],
+                "usage": {
+                  "prompt_tokens": 1117,
+                  "completion_tokens": 46,
+                  "total_tokens": 1163,
+                  "prompt_tokens_details": {
+                    "cached_tokens": 0,
+                    "audio_tokens": 0
+                  },
+                  "completion_tokens_details": {
+                    "reasoning_tokens": 0,
+                    "audio_tokens": 0,
+                    "accepted_prediction_tokens": 0,
+                    "rejected_prediction_tokens": 0
+                  }
+                },
+                "service_tier": "default"
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chat/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "VAR_chat_model_id",
+                    "messages": [
+                      {
+                        "role": "developer",
+                        "content": "You are a helpful assistant."
+                      },
+                      {
+                        "role": "user",
+                        "content": "Hello!"
+                      }
+                    ],
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_completion = client.chat.completions.create(
+                    messages=[{
+                        "content": "string",
+                        "role": "developer",
+                    }],
+                    model="gpt-4o",
+                )
+                print(chat_completion)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatCompletion = await client.chat.completions.create({
+                  messages: [{ content: 'string', role: 'developer' }],
+                  model: 'gpt-4o',
+                });
+
+                console.log(chatCompletion);
+              csharp: >
+                using System;
+
+                using System.ClientModel;
+
+                using System.Collections.Generic;
+
+                using System.Threading.Tasks;
+
+
+                using OpenAI.Chat;
+
+
+                ChatClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+
+                List<ChatMessage> messages =
+
+                [
+                    new SystemChatMessage("You are a helpful assistant."),
+                    new UserChatMessage("Hello!")
+                ];
+
+
+                AsyncCollectionResult<StreamingChatCompletionUpdate> completionUpdates =
+                client.CompleteChatStreamingAsync(messages);
+
+
+                await foreach (StreamingChatCompletionUpdate completionUpdate in completionUpdates)
+
+                {
+                    if (completionUpdate.ContentUpdate.Count > 0)
+                    {
+                        Console.Write(completionUpdate.ContentUpdate[0].Text);
+                    }
+                }
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatCompletion, err := client.Chat.Completions.New(context.TODO(), openai.ChatCompletionNewParams{
+                    Messages: []openai.ChatCompletionMessageParamUnion{openai.ChatCompletionMessageParamUnion{
+                      OfDeveloper: &openai.ChatCompletionDeveloperMessageParam{
+                        Content: openai.ChatCompletionDeveloperMessageParamContentUnion{
+                          OfString: openai.String("string"),
+                        },
+                      },
+                    }},
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatCompletion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.chat.completions.ChatCompletion;
+                import com.openai.models.chat.completions.ChatCompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
+                            .addDeveloperMessage("string")
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        ChatCompletion chatCompletion = client.chat().completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                chat_completion = openai.chat.completions.create(messages: [{content: "string", role:
+                :developer}], model: :"gpt-5")
+
+
+                puts(chat_completion)
+            response: >
+              {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+              "system_fingerprint": "fp_44709d6fcb",
+              "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]}
+
+
+              {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+              "system_fingerprint": "fp_44709d6fcb",
+              "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]}
+
+
+              ....
+
+
+              {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+              "system_fingerprint": "fp_44709d6fcb",
+              "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]}
+          - title: Functions
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chat/completions \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -d '{
+                  "model": "gpt-4.1",
+                  "messages": [
+                    {
+                      "role": "user",
+                      "content": "What is the weather like in Boston today?"
+                    }
+                  ],
+                  "tools": [
+                    {
+                      "type": "function",
+                      "function": {
+                        "name": "get_current_weather",
+                        "description": "Get the current weather in a given location",
+                        "parameters": {
+                          "type": "object",
+                          "properties": {
+                            "location": {
+                              "type": "string",
+                              "description": "The city and state, e.g. San Francisco, CA"
+                            },
+                            "unit": {
+                              "type": "string",
+                              "enum": ["celsius", "fahrenheit"]
+                            }
+                          },
+                          "required": ["location"]
+                        }
+                      }
+                    }
+                  ],
+                  "tool_choice": "auto"
+                }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_completion = client.chat.completions.create(
+                    messages=[{
+                        "content": "string",
+                        "role": "developer",
+                    }],
+                    model="gpt-4o",
+                )
+                print(chat_completion)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatCompletion = await client.chat.completions.create({
+                  messages: [{ content: 'string', role: 'developer' }],
+                  model: 'gpt-4o',
+                });
+
+                console.log(chatCompletion);
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+
+                using OpenAI.Chat;
+
+                ChatClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ChatTool getCurrentWeatherTool = ChatTool.CreateFunctionTool(
+                    functionName: "get_current_weather",
+                    functionDescription: "Get the current weather in a given location",
+                    functionParameters: BinaryData.FromString("""
+                        {
+                            "type": "object",
+                            "properties": {
+                                "location": {
+                                    "type": "string",
+                                    "description": "The city and state, e.g. San Francisco, CA"
+                                },
+                                "unit": {
+                                    "type": "string",
+                                    "enum": [ "celsius", "fahrenheit" ]
+                                }
+                            },
+                            "required": [ "location" ]
+                        }
+                    """)
+                );
+
+                List<ChatMessage> messages =
+                [
+                    new UserChatMessage("What's the weather like in Boston today?"),
+                ];
+
+                ChatCompletionOptions options = new()
+                {
+                    Tools =
+                    {
+                        getCurrentWeatherTool
+                    },
+                    ToolChoice = ChatToolChoice.CreateAutoChoice(),
+                };
+
+                ChatCompletion completion = client.CompleteChat(messages, options);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatCompletion, err := client.Chat.Completions.New(context.TODO(), openai.ChatCompletionNewParams{
+                    Messages: []openai.ChatCompletionMessageParamUnion{openai.ChatCompletionMessageParamUnion{
+                      OfDeveloper: &openai.ChatCompletionDeveloperMessageParam{
+                        Content: openai.ChatCompletionDeveloperMessageParamContentUnion{
+                          OfString: openai.String("string"),
+                        },
+                      },
+                    }},
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatCompletion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.chat.completions.ChatCompletion;
+                import com.openai.models.chat.completions.ChatCompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
+                            .addDeveloperMessage("string")
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        ChatCompletion chatCompletion = client.chat().completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                chat_completion = openai.chat.completions.create(messages: [{content: "string", role:
+                :developer}], model: :"gpt-5")
+
+
+                puts(chat_completion)
+            response: |
+              {
+                "id": "chatcmpl-abc123",
+                "object": "chat.completion",
+                "created": 1699896916,
+                "model": "gpt-4o-mini",
+                "choices": [
+                  {
+                    "index": 0,
+                    "message": {
+                      "role": "assistant",
+                      "content": null,
+                      "tool_calls": [
+                        {
+                          "id": "call_abc123",
+                          "type": "function",
+                          "function": {
+                            "name": "get_current_weather",
+                            "arguments": "{\n\"location\": \"Boston, MA\"\n}"
+                          }
+                        }
+                      ]
+                    },
+                    "logprobs": null,
+                    "finish_reason": "tool_calls"
+                  }
+                ],
+                "usage": {
+                  "prompt_tokens": 82,
+                  "completion_tokens": 17,
+                  "total_tokens": 99,
+                  "completion_tokens_details": {
+                    "reasoning_tokens": 0,
+                    "accepted_prediction_tokens": 0,
+                    "rejected_prediction_tokens": 0
+                  }
+                }
+              }
+          - title: Logprobs
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chat/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "VAR_chat_model_id",
+                    "messages": [
+                      {
+                        "role": "user",
+                        "content": "Hello!"
+                      }
+                    ],
+                    "logprobs": true,
+                    "top_logprobs": 2
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_completion = client.chat.completions.create(
+                    messages=[{
+                        "content": "string",
+                        "role": "developer",
+                    }],
+                    model="gpt-4o",
+                )
+                print(chat_completion)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatCompletion = await client.chat.completions.create({
+                  messages: [{ content: 'string', role: 'developer' }],
+                  model: 'gpt-4o',
+                });
+
+                console.log(chatCompletion);
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+
+                using OpenAI.Chat;
+
+                ChatClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                List<ChatMessage> messages =
+                [
+                    new UserChatMessage("Hello!")
+                ];
+
+                ChatCompletionOptions options = new()
+                {
+                    IncludeLogProbabilities = true,
+                    TopLogProbabilityCount = 2
+                };
+
+                ChatCompletion completion = client.CompleteChat(messages, options);
+
+                Console.WriteLine(completion.Content[0].Text);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatCompletion, err := client.Chat.Completions.New(context.TODO(), openai.ChatCompletionNewParams{
+                    Messages: []openai.ChatCompletionMessageParamUnion{openai.ChatCompletionMessageParamUnion{
+                      OfDeveloper: &openai.ChatCompletionDeveloperMessageParam{
+                        Content: openai.ChatCompletionDeveloperMessageParamContentUnion{
+                          OfString: openai.String("string"),
+                        },
+                      },
+                    }},
+                    Model: shared.ChatModelGPT5,
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatCompletion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.ChatModel;
+                import com.openai.models.chat.completions.ChatCompletion;
+                import com.openai.models.chat.completions.ChatCompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
+                            .addDeveloperMessage("string")
+                            .model(ChatModel.GPT_5)
+                            .build();
+                        ChatCompletion chatCompletion = client.chat().completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                chat_completion = openai.chat.completions.create(messages: [{content: "string", role:
+                :developer}], model: :"gpt-5")
+
+
+                puts(chat_completion)
+            response: |
+              {
+                "id": "chatcmpl-123",
+                "object": "chat.completion",
+                "created": 1702685778,
+                "model": "gpt-4o-mini",
+                "choices": [
+                  {
+                    "index": 0,
+                    "message": {
+                      "role": "assistant",
+                      "content": "Hello! How can I assist you today?"
+                    },
+                    "logprobs": {
+                      "content": [
+                        {
+                          "token": "Hello",
+                          "logprob": -0.31725305,
+                          "bytes": [72, 101, 108, 108, 111],
+                          "top_logprobs": [
+                            {
+                              "token": "Hello",
+                              "logprob": -0.31725305,
+                              "bytes": [72, 101, 108, 108, 111]
+                            },
+                            {
+                              "token": "Hi",
+                              "logprob": -1.3190403,
+                              "bytes": [72, 105]
+                            }
+                          ]
+                        },
+                        {
+                          "token": "!",
+                          "logprob": -0.02380986,
+                          "bytes": [
+                            33
+                          ],
+                          "top_logprobs": [
+                            {
+                              "token": "!",
+                              "logprob": -0.02380986,
+                              "bytes": [33]
+                            },
+                            {
+                              "token": " there",
+                              "logprob": -3.787621,
+                              "bytes": [32, 116, 104, 101, 114, 101]
+                            }
+                          ]
+                        },
+                        {
+                          "token": " How",
+                          "logprob": -0.000054669687,
+                          "bytes": [32, 72, 111, 119],
+                          "top_logprobs": [
+                            {
+                              "token": " How",
+                              "logprob": -0.000054669687,
+                              "bytes": [32, 72, 111, 119]
+                            },
+                            {
+                              "token": "<|end|>",
+                              "logprob": -10.953937,
+                              "bytes": null
+                            }
+                          ]
+                        },
+                        {
+                          "token": " can",
+                          "logprob": -0.015801601,
+                          "bytes": [32, 99, 97, 110],
+                          "top_logprobs": [
+                            {
+                              "token": " can",
+                              "logprob": -0.015801601,
+                              "bytes": [32, 99, 97, 110]
+                            },
+                            {
+                              "token": " may",
+                              "logprob": -4.161023,
+                              "bytes": [32, 109, 97, 121]
+                            }
+                          ]
+                        },
+                        {
+                          "token": " I",
+                          "logprob": -3.7697225e-6,
+                          "bytes": [
+                            32,
+                            73
+                          ],
+                          "top_logprobs": [
+                            {
+                              "token": " I",
+                              "logprob": -3.7697225e-6,
+                              "bytes": [32, 73]
+                            },
+                            {
+                              "token": " assist",
+                              "logprob": -13.596657,
+                              "bytes": [32, 97, 115, 115, 105, 115, 116]
+                            }
+                          ]
+                        },
+                        {
+                          "token": " assist",
+                          "logprob": -0.04571125,
+                          "bytes": [32, 97, 115, 115, 105, 115, 116],
+                          "top_logprobs": [
+                            {
+                              "token": " assist",
+                              "logprob": -0.04571125,
+                              "bytes": [32, 97, 115, 115, 105, 115, 116]
+                            },
+                            {
+                              "token": " help",
+                              "logprob": -3.1089056,
+                              "bytes": [32, 104, 101, 108, 112]
+                            }
+                          ]
+                        },
+                        {
+                          "token": " you",
+                          "logprob": -5.4385737e-6,
+                          "bytes": [32, 121, 111, 117],
+                          "top_logprobs": [
+                            {
+                              "token": " you",
+                              "logprob": -5.4385737e-6,
+                              "bytes": [32, 121, 111, 117]
+                            },
+                            {
+                              "token": " today",
+                              "logprob": -12.807695,
+                              "bytes": [32, 116, 111, 100, 97, 121]
+                            }
+                          ]
+                        },
+                        {
+                          "token": " today",
+                          "logprob": -0.0040071653,
+                          "bytes": [32, 116, 111, 100, 97, 121],
+                          "top_logprobs": [
+                            {
+                              "token": " today",
+                              "logprob": -0.0040071653,
+                              "bytes": [32, 116, 111, 100, 97, 121]
+                            },
+                            {
+                              "token": "?",
+                              "logprob": -5.5247097,
+                              "bytes": [63]
+                            }
+                          ]
+                        },
+                        {
+                          "token": "?",
+                          "logprob": -0.0008108172,
+                          "bytes": [63],
+                          "top_logprobs": [
+                            {
+                              "token": "?",
+                              "logprob": -0.0008108172,
+                              "bytes": [63]
+                            },
+                            {
+                              "token": "?\n",
+                              "logprob": -7.184561,
+                              "bytes": [63, 10]
+                            }
+                          ]
+                        }
+                      ]
+                    },
+                    "finish_reason": "stop"
+                  }
+                ],
+                "usage": {
+                  "prompt_tokens": 9,
+                  "completion_tokens": 9,
+                  "total_tokens": 18,
+                  "completion_tokens_details": {
+                    "reasoning_tokens": 0,
+                    "accepted_prediction_tokens": 0,
+                    "rejected_prediction_tokens": 0
+                  }
+                },
+                "system_fingerprint": null
+              }
+      description: >
+        **Starting a new project?** We recommend trying
+        [Responses](https://platform.openai.com/docs/api-reference/responses)
+
+        to take advantage of the latest OpenAI platform features. Compare
+
+        [Chat Completions with
+        Responses](https://platform.openai.com/docs/guides/responses-vs-chat-completions?api-mode=responses).
+
+
+        ---
+
+
+        Creates a model response for the given chat conversation. Learn more in the
+
+        [text generation](https://platform.openai.com/docs/guides/text-generation),
+        [vision](https://platform.openai.com/docs/guides/vision),
+
+        and [audio](https://platform.openai.com/docs/guides/audio) guides.
+
+
+        Parameter support can differ depending on the model used to generate the
+
+        response, particularly for newer reasoning models. Parameters that are only
+
+        supported for reasoning models are noted below. For the current state of
+
+        unsupported parameters in reasoning models,
+
+        [refer to the reasoning guide](https://platform.openai.com/docs/guides/reasoning).
+  /chat/completions/{completion_id}:
+    get:
+      operationId: getChatCompletion
+      tags:
+        - Chat
+      summary: Get chat completion
+      parameters:
+        - in: path
+          name: completion_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the chat completion to retrieve.
+      responses:
+        '200':
+          description: A chat completion
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateChatCompletionResponse'
+      x-oaiMeta:
+        name: Get chat completion
+        group: chat
+        returns: >-
+          The [ChatCompletion](https://platform.openai.com/docs/api-reference/chat/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "object": "chat.completion",
+              "id": "chatcmpl-abc123",
+              "model": "gpt-4o-2024-08-06",
+              "created": 1738960610,
+              "request_id": "req_ded8ab984ec4bf840f37566c1011c417",
+              "tool_choice": null,
+              "usage": {
+                "total_tokens": 31,
+                "completion_tokens": 18,
+                "prompt_tokens": 13
+              },
+              "seed": 4944116822809979520,
+              "top_p": 1.0,
+              "temperature": 1.0,
+              "presence_penalty": 0.0,
+              "frequency_penalty": 0.0,
+              "system_fingerprint": "fp_50cad350e4",
+              "input_user": null,
+              "service_tier": "default",
+              "tools": null,
+              "metadata": {},
+              "choices": [
+                {
+                  "index": 0,
+                  "message": {
+                    "content": "Mind of circuits hum,  \nLearning patterns in silence—  \nFuture's quiet spark.",
+                    "role": "assistant",
+                    "tool_calls": null,
+                    "function_call": null
+                  },
+                  "finish_reason": "stop",
+                  "logprobs": null
+                }
+              ],
+              "response_format": null
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/chat/completions/chatcmpl-abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              chat_completion = client.chat.completions.retrieve(
+                  "completion_id",
+              )
+              print(chat_completion.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const chatCompletion = await client.chat.completions.retrieve('completion_id');
+
+              console.log(chatCompletion.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                chatCompletion, err := client.Chat.Completions.Get(context.TODO(), "completion_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", chatCompletion.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.chat.completions.ChatCompletion;
+              import com.openai.models.chat.completions.ChatCompletionRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ChatCompletion chatCompletion = client.chat().completions().retrieve("completion_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              chat_completion = openai.chat.completions.retrieve("completion_id")
+
+              puts(chat_completion)
+      description: |
+        Get a stored chat completion. Only Chat Completions that have been created
+        with the `store` parameter set to `true` will be returned.
+    post:
+      operationId: updateChatCompletion
+      tags:
+        - Chat
+      summary: Update chat completion
+      parameters:
+        - in: path
+          name: completion_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the chat completion to update.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              required:
+                - metadata
+              properties:
+                metadata:
+                  $ref: '#/components/schemas/Metadata'
+      responses:
+        '200':
+          description: A chat completion
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateChatCompletionResponse'
+      x-oaiMeta:
+        name: Update chat completion
+        group: chat
+        returns: >-
+          The [ChatCompletion](https://platform.openai.com/docs/api-reference/chat/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "object": "chat.completion",
+              "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+              "model": "gpt-4o-2024-08-06",
+              "created": 1738960610,
+              "request_id": "req_ded8ab984ec4bf840f37566c1011c417",
+              "tool_choice": null,
+              "usage": {
+                "total_tokens": 31,
+                "completion_tokens": 18,
+                "prompt_tokens": 13
+              },
+              "seed": 4944116822809979520,
+              "top_p": 1.0,
+              "temperature": 1.0,
+              "presence_penalty": 0.0,
+              "frequency_penalty": 0.0,
+              "system_fingerprint": "fp_50cad350e4",
+              "input_user": null,
+              "service_tier": "default",
+              "tools": null,
+              "metadata": {
+                "foo": "bar"
+              },
+              "choices": [
+                {
+                  "index": 0,
+                  "message": {
+                    "content": "Mind of circuits hum,  \nLearning patterns in silence—  \nFuture's quiet spark.",
+                    "role": "assistant",
+                    "tool_calls": null,
+                    "function_call": null
+                  },
+                  "finish_reason": "stop",
+                  "logprobs": null
+                }
+              ],
+              "response_format": null
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/chat/completions/chat_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"metadata": {"foo": "bar"}}'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              chat_completion = client.chat.completions.update(
+                  completion_id="completion_id",
+                  metadata={
+                      "foo": "string"
+                  },
+              )
+              print(chat_completion.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const chatCompletion = await client.chat.completions.update('completion_id', { metadata: { foo:
+              'string' } });
+
+
+              console.log(chatCompletion.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/shared"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                chatCompletion, err := client.Chat.Completions.Update(
+                  context.TODO(),
+                  "completion_id",
+                  openai.ChatCompletionUpdateParams{
+                    Metadata: shared.Metadata{
+                    "foo": "string",
+                    },
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", chatCompletion.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.JsonValue;
+              import com.openai.models.chat.completions.ChatCompletion;
+              import com.openai.models.chat.completions.ChatCompletionUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ChatCompletionUpdateParams params = ChatCompletionUpdateParams.builder()
+                          .completionId("completion_id")
+                          .metadata(ChatCompletionUpdateParams.Metadata.builder()
+                              .putAdditionalProperty("foo", JsonValue.from("string"))
+                              .build())
+                          .build();
+                      ChatCompletion chatCompletion = client.chat().completions().update(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              chat_completion = openai.chat.completions.update("completion_id", metadata: {foo: "string"})
+
+              puts(chat_completion)
+      description: |
+        Modify a stored chat completion. Only Chat Completions that have been
+        created with the `store` parameter set to `true` can be modified. Currently,
+        the only supported modification is to update the `metadata` field.
+    delete:
+      operationId: deleteChatCompletion
+      tags:
+        - Chat
+      summary: Delete chat completion
+      parameters:
+        - in: path
+          name: completion_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the chat completion to delete.
+      responses:
+        '200':
+          description: The chat completion was deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatCompletionDeleted'
+      x-oaiMeta:
+        name: Delete chat completion
+        group: chat
+        returns: A deletion confirmation object.
+        examples:
+          response: |
+            {
+              "object": "chat.completion.deleted",
+              "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/chat/completions/chat_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              chat_completion_deleted = client.chat.completions.delete(
+                  "completion_id",
+              )
+              print(chat_completion_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const chatCompletionDeleted = await client.chat.completions.delete('completion_id');
+
+              console.log(chatCompletionDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                chatCompletionDeleted, err := client.Chat.Completions.Delete(context.TODO(), "completion_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", chatCompletionDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.chat.completions.ChatCompletionDeleteParams;
+              import com.openai.models.chat.completions.ChatCompletionDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ChatCompletionDeleted chatCompletionDeleted = client.chat().completions().delete("completion_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              chat_completion_deleted = openai.chat.completions.delete("completion_id")
+
+              puts(chat_completion_deleted)
+      description: |
+        Delete a stored chat completion. Only Chat Completions that have been
+        created with the `store` parameter set to `true` can be deleted.
+  /chat/completions/{completion_id}/messages:
+    get:
+      operationId: getChatCompletionMessages
+      tags:
+        - Chat
+      summary: Get chat messages
+      parameters:
+        - in: path
+          name: completion_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the chat completion to retrieve messages from.
+        - name: after
+          in: query
+          description: Identifier for the last message from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of messages to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >-
+            Sort order for messages by timestamp. Use `asc` for ascending order or `desc` for descending
+            order. Defaults to `asc`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+      responses:
+        '200':
+          description: A list of messages
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatCompletionMessageList'
+      x-oaiMeta:
+        name: Get chat messages
+        group: chat
+        returns: >-
+          A list of [messages](https://platform.openai.com/docs/api-reference/chat/message-list) for the
+          specified chat completion.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+                  "role": "user",
+                  "content": "write a haiku about ai",
+                  "name": null,
+                  "content_parts": null
+                }
+              ],
+              "first_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+              "last_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/chat/completions/chat_abc123/messages \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.chat.completions.messages.list(
+                  completion_id="completion_id",
+              )
+              page = page.data[0]
+              print(page)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              // Automatically fetches more pages as needed.
+
+              for await (const chatCompletionStoreMessage of
+              client.chat.completions.messages.list('completion_id')) {
+                console.log(chatCompletionStoreMessage);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Chat.Completions.Messages.List(
+                  context.TODO(),
+                  "completion_id",
+                  openai.ChatCompletionMessageListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.chat.completions.messages.MessageListPage;
+              import com.openai.models.chat.completions.messages.MessageListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageListPage page = client.chat().completions().messages().list("completion_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.chat.completions.messages.list("completion_id")
+
+              puts(page)
+      description: |
+        Get the messages in a stored chat completion. Only Chat Completions that
+        have been created with the `store` parameter set to `true` will be
+        returned.
+  /completions:
+    post:
+      operationId: createCompletion
+      tags:
+        - Completions
+      summary: Create completion
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateCompletionRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateCompletionResponse'
+      x-oaiMeta:
+        name: Create completion
+        group: completions
+        returns: >
+          Returns a [completion](https://platform.openai.com/docs/api-reference/completions/object) object, or
+          a sequence of completion objects if the request is streamed.
+        legacy: true
+        examples:
+          - title: No streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "VAR_completion_model_id",
+                    "prompt": "Say this is a test",
+                    "max_tokens": 7,
+                    "temperature": 0
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                completion = client.completions.create(
+                    model="string",
+                    prompt="This is a test.",
+                )
+                print(completion)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const completion = await client.completions.create({ model: 'string', prompt: 'This is a
+                test.' });
+
+
+                console.log(completion);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  completion, err := client.Completions.New(context.TODO(), openai.CompletionNewParams{
+                    Model: openai.CompletionNewParamsModelGPT3_5TurboInstruct,
+                    Prompt: openai.CompletionNewParamsPromptUnion{
+                      OfString: openai.String("This is a test."),
+                    },
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", completion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.completions.Completion;
+                import com.openai.models.completions.CompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        CompletionCreateParams params = CompletionCreateParams.builder()
+                            .model(CompletionCreateParams.Model.GPT_3_5_TURBO_INSTRUCT)
+                            .prompt("This is a test.")
+                            .build();
+                        Completion completion = client.completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                completion = openai.completions.create(model: :"gpt-3.5-turbo-instruct", prompt: "This is a
+                test.")
+
+
+                puts(completion)
+            response: |
+              {
+                "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7",
+                "object": "text_completion",
+                "created": 1589478378,
+                "model": "VAR_completion_model_id",
+                "system_fingerprint": "fp_44709d6fcb",
+                "choices": [
+                  {
+                    "text": "\n\nThis is indeed a test",
+                    "index": 0,
+                    "logprobs": null,
+                    "finish_reason": "length"
+                  }
+                ],
+                "usage": {
+                  "prompt_tokens": 5,
+                  "completion_tokens": 7,
+                  "total_tokens": 12
+                }
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/completions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "VAR_completion_model_id",
+                    "prompt": "Say this is a test",
+                    "max_tokens": 7,
+                    "temperature": 0,
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                completion = client.completions.create(
+                    model="string",
+                    prompt="This is a test.",
+                )
+                print(completion)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const completion = await client.completions.create({ model: 'string', prompt: 'This is a
+                test.' });
+
+
+                console.log(completion);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  completion, err := client.Completions.New(context.TODO(), openai.CompletionNewParams{
+                    Model: openai.CompletionNewParamsModelGPT3_5TurboInstruct,
+                    Prompt: openai.CompletionNewParamsPromptUnion{
+                      OfString: openai.String("This is a test."),
+                    },
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", completion)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.completions.Completion;
+                import com.openai.models.completions.CompletionCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        CompletionCreateParams params = CompletionCreateParams.builder()
+                            .model(CompletionCreateParams.Model.GPT_3_5_TURBO_INSTRUCT)
+                            .prompt("This is a test.")
+                            .build();
+                        Completion completion = client.completions().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                completion = openai.completions.create(model: :"gpt-3.5-turbo-instruct", prompt: "This is a
+                test.")
+
+
+                puts(completion)
+            response: |
+              {
+                "id": "cmpl-7iA7iJjj8V2zOkCGvWF2hAkDWBQZe",
+                "object": "text_completion",
+                "created": 1690759702,
+                "choices": [
+                  {
+                    "text": "This",
+                    "index": 0,
+                    "logprobs": null,
+                    "finish_reason": null
+                  }
+                ],
+                "model": "gpt-3.5-turbo-instruct"
+                "system_fingerprint": "fp_44709d6fcb",
+              }
+      description: Creates a completion for the provided prompt and parameters.
+  /containers:
+    get:
+      summary: List containers
+      description: List Containers
+      operationId: ListContainers
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerListResource'
+      x-oaiMeta:
+        name: List containers
+        group: containers
+        returns: a list of [container](https://platform.openai.com/docs/api-reference/containers/object) objects.
+        path: get
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                    "id": "cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863",
+                    "object": "container",
+                    "created_at": 1747844794,
+                    "status": "running",
+                    "expires_after": {
+                        "anchor": "last_active_at",
+                        "minutes": 20
+                    },
+                    "last_active_at": 1747844794,
+                    "name": "My Container"
+                }
+              ],
+              "first_id": "container_123",
+              "last_id": "container_123",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/containers \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const containerListResponse of client.containers.list()) {
+                console.log(containerListResponse.id);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.containers.list()
+              page = page.data[0]
+              print(page.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Containers.List(context.TODO(), openai.ContainerListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.ContainerListPage;
+              import com.openai.models.containers.ContainerListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ContainerListPage page = client.containers().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.containers.list
+
+              puts(page)
+    post:
+      summary: Create container
+      description: Create Container
+      operationId: CreateContainer
+      parameters: []
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateContainerBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerResource'
+      x-oaiMeta:
+        name: Create container
+        group: containers
+        returns: The created [container](https://platform.openai.com/docs/api-reference/containers/object) object.
+        path: post
+        examples:
+          response: |
+            {
+                "id": "cntr_682e30645a488191b6363a0cbefc0f0a025ec61b66250591",
+                "object": "container",
+                "created_at": 1747857508,
+                "status": "running",
+                "expires_after": {
+                    "anchor": "last_active_at",
+                    "minutes": 20
+                },
+                "last_active_at": 1747857508,
+                "name": "My Container"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/containers \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                      "name": "My Container"
+                    }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const container = await client.containers.create({ name: 'name' });
+
+              console.log(container.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              container = client.containers.create(
+                  name="name",
+              )
+              print(container.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                container, err := client.Containers.New(context.TODO(), openai.ContainerNewParams{
+                  Name: "name",
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", container.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.ContainerCreateParams;
+              import com.openai.models.containers.ContainerCreateResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ContainerCreateParams params = ContainerCreateParams.builder()
+                          .name("name")
+                          .build();
+                      ContainerCreateResponse container = client.containers().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              container = openai.containers.create(name: "name")
+
+              puts(container)
+  /containers/{container_id}:
+    get:
+      summary: Retrieve container
+      description: Retrieve Container
+      operationId: RetrieveContainer
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerResource'
+      x-oaiMeta:
+        name: Retrieve container
+        group: containers
+        returns: The [container](https://platform.openai.com/docs/api-reference/containers/object) object.
+        path: get
+        examples:
+          response: |
+            {
+                "id": "cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863",
+                "object": "container",
+                "created_at": 1747844794,
+                "status": "running",
+                "expires_after": {
+                    "anchor": "last_active_at",
+                    "minutes": 20
+                },
+                "last_active_at": 1747844794,
+                "name": "My Container"
+            }
+          request:
+            curl: >
+              curl https://api.openai.com/v1/containers/cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const container = await client.containers.retrieve('container_id');
+
+              console.log(container.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              container = client.containers.retrieve(
+                  "container_id",
+              )
+              print(container.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                container, err := client.Containers.Get(context.TODO(), "container_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", container.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.ContainerRetrieveParams;
+              import com.openai.models.containers.ContainerRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ContainerRetrieveResponse container = client.containers().retrieve("container_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              container = openai.containers.retrieve("container_id")
+
+              puts(container)
+    delete:
+      operationId: DeleteContainer
+      summary: Delete a container
+      description: Delete Container
+      parameters:
+        - name: container_id
+          in: path
+          description: The ID of the container to delete.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+      x-oaiMeta:
+        name: Delete a container
+        group: containers
+        returns: Deletion Status
+        path: delete
+        examples:
+          response: |
+            {
+                "id": "cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863",
+                "object": "container.deleted",
+                "deleted": true
+            }
+          request:
+            curl: >
+              curl -X DELETE
+              https://api.openai.com/v1/containers/cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863 \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.containers.delete('container_id');
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.containers.delete(
+                  "container_id",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Containers.Delete(context.TODO(), "container_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.ContainerDeleteParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      client.containers().delete("container_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.containers.delete("container_id")
+
+              puts(result)
+  /containers/{container_id}/files:
+    post:
+      summary: Create container file
+      description: >
+        Create a Container File
+
+
+        You can send either a multipart/form-data request with the raw file content, or a JSON request with a
+        file ID.
+      operationId: CreateContainerFile
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateContainerFileBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerFileResource'
+      x-oaiMeta:
+        name: Create container file
+        group: containers
+        returns: >-
+          The created [container file](https://platform.openai.com/docs/api-reference/container-files/object)
+          object.
+        path: post
+        examples:
+          response: |
+            {
+              "id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+              "object": "container.file",
+              "created_at": 1747848842,
+              "bytes": 880,
+              "container_id": "cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04",
+              "path": "/mnt/data/88e12fa445d32636f190a0b33daed6cb-tsconfig.json",
+              "source": "user"
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/containers/cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04/files
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -F file="@example.txt"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const file = await client.containers.files.create('container_id');
+
+              console.log(file.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              file = client.containers.files.create(
+                  container_id="container_id",
+              )
+              print(file.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                file, err := client.Containers.Files.New(
+                  context.TODO(),
+                  "container_id",
+                  openai.ContainerFileNewParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", file.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.files.FileCreateParams;
+              import com.openai.models.containers.files.FileCreateResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileCreateResponse file = client.containers().files().create("container_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              file = openai.containers.files.create("container_id")
+
+              puts(file)
+    get:
+      summary: List container files
+      description: List Container files
+      operationId: ListContainerFiles
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerFileListResource'
+      x-oaiMeta:
+        name: List container files
+        group: containers
+        returns: >-
+          a list of [container file](https://platform.openai.com/docs/api-reference/container-files/object)
+          objects.
+        path: get
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+                        "object": "container.file",
+                        "created_at": 1747848842,
+                        "bytes": 880,
+                        "container_id": "cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04",
+                        "path": "/mnt/data/88e12fa445d32636f190a0b33daed6cb-tsconfig.json",
+                        "source": "user"
+                    }
+                ],
+                "first_id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+                "has_more": false,
+                "last_id": "cfile_682e0e8a43c88191a7978f477a09bdf5"
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/containers/cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04/files
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const fileListResponse of client.containers.files.list('container_id')) {
+                console.log(fileListResponse.id);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.containers.files.list(
+                  container_id="container_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Containers.Files.List(
+                  context.TODO(),
+                  "container_id",
+                  openai.ContainerFileListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.files.FileListPage;
+              import com.openai.models.containers.files.FileListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileListPage page = client.containers().files().list("container_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.containers.files.list("container_id")
+
+              puts(page)
+  /containers/{container_id}/files/{file_id}:
+    get:
+      summary: Retrieve container file
+      description: Retrieve Container File
+      operationId: RetrieveContainerFile
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+        - name: file_id
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ContainerFileResource'
+      x-oaiMeta:
+        name: Retrieve container file
+        group: containers
+        returns: The [container file](https://platform.openai.com/docs/api-reference/container-files/object) object.
+        path: get
+        examples:
+          response: |
+            {
+                "id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+                "object": "container.file",
+                "created_at": 1747848842,
+                "bytes": 880,
+                "container_id": "cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04",
+                "path": "/mnt/data/88e12fa445d32636f190a0b33daed6cb-tsconfig.json",
+                "source": "user"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/containers/container_123/files/file_456 \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const file = await client.containers.files.retrieve('file_id', { container_id: 'container_id'
+              });
+
+
+              console.log(file.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              file = client.containers.files.retrieve(
+                  file_id="file_id",
+                  container_id="container_id",
+              )
+              print(file.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                file, err := client.Containers.Files.Get(
+                  context.TODO(),
+                  "container_id",
+                  "file_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", file.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.files.FileRetrieveParams;
+              import com.openai.models.containers.files.FileRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileRetrieveParams params = FileRetrieveParams.builder()
+                          .containerId("container_id")
+                          .fileId("file_id")
+                          .build();
+                      FileRetrieveResponse file = client.containers().files().retrieve(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              file = openai.containers.files.retrieve("file_id", container_id: "container_id")
+
+              puts(file)
+    delete:
+      operationId: DeleteContainerFile
+      summary: Delete a container file
+      description: Delete Container File
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+        - name: file_id
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+      x-oaiMeta:
+        name: Delete a container file
+        group: containers
+        returns: Deletion Status
+        path: delete
+        examples:
+          response: |
+            {
+                "id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+                "object": "container.file.deleted",
+                "deleted": true
+            }
+          request:
+            curl: >
+              curl -X DELETE
+              https://api.openai.com/v1/containers/cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863/files/cfile_682e0e8a43c88191a7978f477a09bdf5
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.containers.files.delete('file_id', { container_id: 'container_id' });
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.containers.files.delete(
+                  file_id="file_id",
+                  container_id="container_id",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Containers.Files.Delete(
+                  context.TODO(),
+                  "container_id",
+                  "file_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.containers.files.FileDeleteParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileDeleteParams params = FileDeleteParams.builder()
+                          .containerId("container_id")
+                          .fileId("file_id")
+                          .build();
+                      client.containers().files().delete(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.containers.files.delete("file_id", container_id: "container_id")
+
+              puts(result)
+  /containers/{container_id}/files/{file_id}/content:
+    get:
+      summary: Retrieve container file content
+      description: Retrieve Container File Content
+      operationId: RetrieveContainerFileContent
+      parameters:
+        - name: container_id
+          in: path
+          required: true
+          schema:
+            type: string
+        - name: file_id
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Success
+      x-oaiMeta:
+        name: Retrieve container file content
+        group: containers
+        returns: The contents of the container file.
+        path: get
+        examples:
+          response: |
+            <binary content of the file>
+          request:
+            curl: |
+              curl https://api.openai.com/v1/containers/container_123/files/cfile_456/content \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const content = await client.containers.files.content.retrieve('file_id', { container_id:
+              'container_id' });
+
+
+              console.log(content);
+
+
+              const data = await content.blob();
+
+              console.log(data);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              content = client.containers.files.content.retrieve(
+                  file_id="file_id",
+                  container_id="container_id",
+              )
+              print(content)
+              data = content.read()
+              print(data)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                content, err := client.Containers.Files.Content.Get(
+                  context.TODO(),
+                  "container_id",
+                  "file_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", content)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.http.HttpResponse;
+              import com.openai.models.containers.files.content.ContentRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ContentRetrieveParams params = ContentRetrieveParams.builder()
+                          .containerId("container_id")
+                          .fileId("file_id")
+                          .build();
+                      HttpResponse content = client.containers().files().content().retrieve(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              content = openai.containers.files.content.retrieve("file_id", container_id: "container_id")
+
+              puts(content)
+  /conversations/{conversation_id}/items:
+    post:
+      operationId: createConversationItems
+      tags:
+        - Conversations
+      summary: Create items
+      parameters:
+        - in: path
+          name: conversation_id
+          required: true
+          schema:
+            type: string
+            example: conv_123
+          description: The ID of the conversation to add the item to.
+        - name: include
+          in: query
+          required: false
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/IncludeEnum'
+          description: >
+            Additional fields to include in the response. See the `include`
+
+            parameter for [listing Conversation items
+            above](https://platform.openai.com/docs/api-reference/conversations/list-items#conversations_list_items-include)
+            for more information.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              properties:
+                items:
+                  type: array
+                  description: |
+                    The items to add to the conversation. You may add up to 20 items at a time.
+                  items:
+                    $ref: '#/components/schemas/InputItem'
+                  maxItems: 20
+              required:
+                - items
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationItemList'
+      x-oaiMeta:
+        name: Create items
+        group: conversations
+        returns: >
+          Returns the list of added
+          [items](https://platform.openai.com/docs/api-reference/conversations/list-items-object).
+        path: create-item
+        examples:
+          - title: Add a user message to a conversation
+            request:
+              curl: |
+                curl https://api.openai.com/v1/conversations/conv_123/items \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "items": [
+                      {
+                        "type": "message",
+                        "role": "user",
+                        "content": [
+                          {"type": "input_text", "text": "Hello!"}
+                        ]
+                      },
+                      {
+                        "type": "message",
+                        "role": "user",
+                        "content": [
+                          {"type": "input_text", "text": "How are you?"}
+                        ]
+                      }
+                    ]
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const items = await client.conversations.items.create(
+                  "conv_123",
+                  {
+                    items: [
+                      {
+                        type: "message",
+                        role: "user",
+                        content: [{ type: "input_text", text: "Hello!" }],
+                      },
+                      {
+                        type: "message",
+                        role: "user",
+                        content: [{ type: "input_text", text: "How are you?" }],
+                      },
+                    ],
+                  }
+                );
+                console.log(items.data);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation_item_list = client.conversations.items.create(
+                    conversation_id="conv_123",
+                    items=[{
+                        "content": "string",
+                        "role": "user",
+                        "type": "message",
+                    }],
+                )
+                print(conversation_item_list.first_id)
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ConversationItemList created = client.ConversationItems.Create(
+                    conversationId: "conv_123",
+                    new CreateConversationItemsOptions
+                    {
+                        Items = new List<ConversationItem>
+                        {
+                            new ConversationMessage
+                            {
+                                Role = "user",
+                                Content =
+                                {
+                                    new ConversationInputText { Text = "Hello!" }
+                                }
+                            },
+                            new ConversationMessage
+                            {
+                                Role = "user",
+                                Content =
+                                {
+                                    new ConversationInputText { Text = "How are you?" }
+                                }
+                            }
+                        }
+                    }
+                );
+                Console.WriteLine(created.Data.Count);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const conversationItemList = await client.conversations.items.create('conv_123', {
+                  items: [{ content: 'string', role: 'user', type: 'message' }],
+                });
+
+                console.log(conversationItemList.first_id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/conversations"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversationItemList, err := client.Conversations.Items.New(
+                    context.TODO(),
+                    "conv_123",
+                    conversations.ItemNewParams{
+                      Items: []responses.ResponseInputItemUnionParam{responses.ResponseInputItemUnionParam{
+                        OfMessage: &responses.EasyInputMessageParam{
+                          Content: responses.EasyInputMessageContentUnionParam{
+                            OfString: openai.String("string"),
+                          },
+                          Role: responses.EasyInputMessageRoleUser,
+                          Type: responses.EasyInputMessageTypeMessage,
+                        },
+                      }},
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversationItemList.FirstID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.items.ConversationItemList;
+                import com.openai.models.conversations.items.ItemCreateParams;
+                import com.openai.models.responses.EasyInputMessage;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ItemCreateParams params = ItemCreateParams.builder()
+                            .conversationId("conv_123")
+                            .addItem(EasyInputMessage.builder()
+                                .content("string")
+                                .role(EasyInputMessage.Role.USER)
+                                .type(EasyInputMessage.Type.MESSAGE)
+                                .build())
+                            .build();
+                        ConversationItemList conversationItemList = client.conversations().items().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                conversation_item_list = openai.conversations.items.create("conv_123", items: [{content:
+                "string", role: :user, type: :message}])
+
+
+                puts(conversation_item_list)
+            response: |
+              {
+                "object": "list",
+                "data": [
+                  {
+                    "type": "message",
+                    "id": "msg_abc",
+                    "status": "completed",
+                    "role": "user",
+                    "content": [
+                      {"type": "input_text", "text": "Hello!"}
+                    ]
+                  },
+                  {
+                    "type": "message",
+                    "id": "msg_def",
+                    "status": "completed",
+                    "role": "user",
+                    "content": [
+                      {"type": "input_text", "text": "How are you?"}
+                    ]
+                  }
+                ],
+                "first_id": "msg_abc",
+                "last_id": "msg_def",
+                "has_more": false
+              }
+      description: Create items in a conversation with the given ID.
+    get:
+      operationId: listConversationItems
+      tags:
+        - Conversations
+      summary: List items
+      parameters:
+        - in: path
+          name: conversation_id
+          required: true
+          schema:
+            type: string
+            example: conv_123
+          description: The ID of the conversation to list items for.
+        - name: limit
+          in: query
+          description: |
+            A limit on the number of objects to be returned. Limit can range between
+            1 and 100, and the default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - in: query
+          name: order
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+          description: |
+            The order to return the input items in. Default is `desc`.
+            - `asc`: Return the input items in ascending order.
+            - `desc`: Return the input items in descending order.
+        - in: query
+          name: after
+          schema:
+            type: string
+          description: |
+            An item ID to list items after, used in pagination.
+        - name: include
+          in: query
+          required: false
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/IncludeEnum'
+          description: >-
+            Specify additional output data to include in the model response. Currently supported values are:
+
+            - `web_search_call.action.sources`: Include the sources of the web search tool call.
+
+            - `code_interpreter_call.outputs`: Includes the outputs of python code execution in code
+            interpreter tool call items.
+
+            - `computer_call_output.output.image_url`: Include image urls from the computer call output.
+
+            - `file_search_call.results`: Include the search results of the file search tool call.
+
+            - `message.input_image.image_url`: Include image urls from the input message.
+
+            - `message.output_text.logprobs`: Include logprobs with assistant messages.
+
+            - `reasoning.encrypted_content`: Includes an encrypted version of reasoning tokens in reasoning
+            item outputs. This enables reasoning items to be used in multi-turn conversations when using the
+            Responses API statelessly (like when the `store` parameter is set to `false`, or when an
+            organization is enrolled in the zero data retention program).
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationItemList'
+      x-oaiMeta:
+        name: List items
+        group: conversations
+        returns: >
+          Returns a [list
+          object](https://platform.openai.com/docs/api-reference/conversations/list-items-object) containing
+          Conversation items.
+        path: list-items
+        examples:
+          - title: List items in a conversation
+            request:
+              curl: |
+                curl "https://api.openai.com/v1/conversations/conv_123/items?limit=10" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const items = await client.conversations.items.list("conv_123", { limit: 10 });
+                console.log(items.data);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                page = client.conversations.items.list(
+                    conversation_id="conv_123",
+                )
+                page = page.data[0]
+                print(page)
+              csharp: |
+                using System;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ConversationItemList items = client.ConversationItems.List(
+                    conversationId: "conv_123",
+                    new ListConversationItemsOptions { Limit = 10 }
+                );
+                Console.WriteLine(items.Data.Count);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                // Automatically fetches more pages as needed.
+                for await (const conversationItem of client.conversations.items.list('conv_123')) {
+                  console.log(conversationItem);
+                }
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/conversations"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  page, err := client.Conversations.Items.List(
+                    context.TODO(),
+                    "conv_123",
+                    conversations.ItemListParams{
+
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", page)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.items.ItemListPage;
+                import com.openai.models.conversations.items.ItemListParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ItemListPage page = client.conversations().items().list("conv_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                page = openai.conversations.items.list("conv_123")
+
+                puts(page)
+            response: |
+              {
+                "object": "list",
+                "data": [
+                  {
+                    "type": "message",
+                    "id": "msg_abc",
+                    "status": "completed",
+                    "role": "user",
+                    "content": [
+                      {"type": "input_text", "text": "Hello!"}
+                    ]
+                  }
+                ],
+                "first_id": "msg_abc",
+                "last_id": "msg_abc",
+                "has_more": false
+              }
+      description: List all items for a conversation with the given ID.
+  /conversations/{conversation_id}/items/{item_id}:
+    get:
+      operationId: getConversationItem
+      tags:
+        - Conversations
+      summary: Retrieve an item
+      parameters:
+        - in: path
+          name: conversation_id
+          required: true
+          schema:
+            type: string
+            example: conv_123
+          description: The ID of the conversation that contains the item.
+        - in: path
+          name: item_id
+          required: true
+          schema:
+            type: string
+            example: msg_abc
+          description: The ID of the item to retrieve.
+        - name: include
+          in: query
+          required: false
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/IncludeEnum'
+          description: >
+            Additional fields to include in the response. See the `include`
+
+            parameter for [listing Conversation items
+            above](https://platform.openai.com/docs/api-reference/conversations/list-items#conversations_list_items-include)
+            for more information.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationItem'
+      x-oaiMeta:
+        name: Retrieve an item
+        group: conversations
+        returns: >
+          Returns a [Conversation
+          Item](https://platform.openai.com/docs/api-reference/conversations/item-object).
+        path: get-item
+        examples:
+          - title: Retrieve an item
+            request:
+              curl: |
+                curl https://api.openai.com/v1/conversations/conv_123/items/msg_abc \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const item = await client.conversations.items.retrieve(
+                  "conv_123",
+                  "msg_abc"
+                );
+                console.log(item);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation_item = client.conversations.items.retrieve(
+                    item_id="msg_abc",
+                    conversation_id="conv_123",
+                )
+                print(conversation_item)
+              csharp: |
+                using System;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ConversationItem item = client.ConversationItems.Get(
+                    conversationId: "conv_123",
+                    itemId: "msg_abc"
+                );
+                Console.WriteLine(item.Id);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const conversationItem = await client.conversations.items.retrieve('msg_abc', {
+                  conversation_id: 'conv_123',
+                });
+
+                console.log(conversationItem);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/conversations"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversationItem, err := client.Conversations.Items.Get(
+                    context.TODO(),
+                    "conv_123",
+                    "msg_abc",
+                    conversations.ItemGetParams{
+
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversationItem)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.items.ConversationItem;
+                import com.openai.models.conversations.items.ItemRetrieveParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ItemRetrieveParams params = ItemRetrieveParams.builder()
+                            .conversationId("conv_123")
+                            .itemId("msg_abc")
+                            .build();
+                        ConversationItem conversationItem = client.conversations().items().retrieve(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                conversation_item = openai.conversations.items.retrieve("msg_abc", conversation_id:
+                "conv_123")
+
+
+                puts(conversation_item)
+            response: |
+              {
+                "type": "message",
+                "id": "msg_abc",
+                "status": "completed",
+                "role": "user",
+                "content": [
+                  {"type": "input_text", "text": "Hello!"}
+                ]
+              }
+      description: Get a single item from a conversation with the given IDs.
+    delete:
+      operationId: deleteConversationItem
+      tags:
+        - Conversations
+      summary: Delete an item
+      parameters:
+        - in: path
+          name: conversation_id
+          required: true
+          schema:
+            type: string
+            example: conv_123
+          description: The ID of the conversation that contains the item.
+        - in: path
+          name: item_id
+          required: true
+          schema:
+            type: string
+            example: msg_abc
+          description: The ID of the item to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationResource'
+      x-oaiMeta:
+        name: Delete an item
+        group: conversations
+        returns: >
+          Returns the updated
+          [Conversation](https://platform.openai.com/docs/api-reference/conversations/object) object.
+        path: delete-item
+        examples:
+          - title: Delete an item
+            request:
+              curl: |
+                curl -X DELETE https://api.openai.com/v1/conversations/conv_123/items/msg_abc \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const conversation = await client.conversations.items.delete(
+                  "conv_123",
+                  "msg_abc"
+                );
+                console.log(conversation);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation = client.conversations.items.delete(
+                    item_id="msg_abc",
+                    conversation_id="conv_123",
+                )
+                print(conversation.id)
+              csharp: |
+                using System;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                Conversation conversation = client.ConversationItems.Delete(
+                    conversationId: "conv_123",
+                    itemId: "msg_abc"
+                );
+                Console.WriteLine(conversation.Id);
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const conversation = await client.conversations.items.delete('msg_abc', { conversation_id:
+                'conv_123' });
+
+
+                console.log(conversation.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversation, err := client.Conversations.Items.Delete(
+                    context.TODO(),
+                    "conv_123",
+                    "msg_abc",
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.Conversation;
+                import com.openai.models.conversations.items.ItemDeleteParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ItemDeleteParams params = ItemDeleteParams.builder()
+                            .conversationId("conv_123")
+                            .itemId("msg_abc")
+                            .build();
+                        Conversation conversation = client.conversations().items().delete(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                conversation = openai.conversations.items.delete("msg_abc", conversation_id: "conv_123")
+
+                puts(conversation)
+            response: |
+              {
+                "id": "conv_123",
+                "object": "conversation",
+                "created_at": 1741900000,
+                "metadata": {"topic": "demo"}
+              }
+      description: Delete an item from a conversation with the given IDs.
+  /embeddings:
+    post:
+      operationId: createEmbedding
+      tags:
+        - Embeddings
+      summary: Create embeddings
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateEmbeddingRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateEmbeddingResponse'
+      x-oaiMeta:
+        name: Create embeddings
+        group: embeddings
+        returns: A list of [embedding](https://platform.openai.com/docs/api-reference/embeddings/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "embedding",
+                  "embedding": [
+                    0.0023064255,
+                    -0.009327292,
+                    .... (1536 floats total for ada-002)
+                    -0.0028842222,
+                  ],
+                  "index": 0
+                }
+              ],
+              "model": "text-embedding-ada-002",
+              "usage": {
+                "prompt_tokens": 8,
+                "total_tokens": 8
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/embeddings \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                  "input": "The food was delicious and the waiter...",
+                  "model": "text-embedding-ada-002",
+                  "encoding_format": "float"
+                }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              create_embedding_response = client.embeddings.create(
+                  input="The quick brown fox jumped over the lazy dog",
+                  model="text-embedding-3-small",
+              )
+              print(create_embedding_response.data)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const createEmbeddingResponse = await client.embeddings.create({
+                input: 'The quick brown fox jumped over the lazy dog',
+                model: 'text-embedding-3-small',
+              });
+
+              console.log(createEmbeddingResponse.data);
+            csharp: >
+              using System;
+
+
+              using OpenAI.Embeddings;
+
+
+              EmbeddingClient client = new(
+                  model: "text-embedding-3-small",
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+
+              OpenAIEmbedding embedding = client.GenerateEmbedding(input: "The quick brown fox jumped over the
+              lazy dog");
+
+              ReadOnlyMemory<float> vector = embedding.ToFloats();
+
+
+              for (int i = 0; i < vector.Length; i++)
+
+              {
+                  Console.WriteLine($"  [{i,4}] = {vector.Span[i]}");
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                createEmbeddingResponse, err := client.Embeddings.New(context.TODO(), openai.EmbeddingNewParams{
+                  Input: openai.EmbeddingNewParamsInputUnion{
+                    OfString: openai.String("The quick brown fox jumped over the lazy dog"),
+                  },
+                  Model: openai.EmbeddingModelTextEmbeddingAda002,
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", createEmbeddingResponse.Data)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.embeddings.CreateEmbeddingResponse;
+              import com.openai.models.embeddings.EmbeddingCreateParams;
+              import com.openai.models.embeddings.EmbeddingModel;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EmbeddingCreateParams params = EmbeddingCreateParams.builder()
+                          .input("The quick brown fox jumped over the lazy dog")
+                          .model(EmbeddingModel.TEXT_EMBEDDING_ADA_002)
+                          .build();
+                      CreateEmbeddingResponse createEmbeddingResponse = client.embeddings().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              create_embedding_response = openai.embeddings.create(
+                input: "The quick brown fox jumped over the lazy dog",
+                model: :"text-embedding-ada-002"
+              )
+
+              puts(create_embedding_response)
+      description: Creates an embedding vector representing the input text.
+  /evals:
+    get:
+      operationId: listEvals
+      tags:
+        - Evals
+      summary: List evals
+      parameters:
+        - name: after
+          in: query
+          description: Identifier for the last eval from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of evals to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: Sort order for evals by timestamp. Use `asc` for ascending order or `desc` for descending order.
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+        - name: order_by
+          in: query
+          description: |
+            Evals can be ordered by creation time or last updated time. Use
+            `created_at` for creation time or `updated_at` for last updated time.
+          required: false
+          schema:
+            type: string
+            enum:
+              - created_at
+              - updated_at
+            default: created_at
+      responses:
+        '200':
+          description: A list of evals
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalList'
+      x-oaiMeta:
+        name: List evals
+        group: evals
+        returns: >-
+          A list of [evals](https://platform.openai.com/docs/api-reference/evals/object) matching the
+          specified filters.
+        path: list
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "eval_67abd54d9b0081909a86353f6fb9317a",
+                  "object": "eval",
+                  "data_source_config": {
+                    "type": "stored_completions",
+                    "metadata": {
+                      "usecase": "push_notifications_summarizer"
+                    },
+                    "schema": {
+                      "type": "object",
+                      "properties": {
+                        "item": {
+                          "type": "object"
+                        },
+                        "sample": {
+                          "type": "object"
+                        }
+                      },
+                      "required": [
+                        "item",
+                        "sample"
+                      ]
+                    }
+                  },
+                  "testing_criteria": [
+                    {
+                      "name": "Push Notification Summary Grader",
+                      "id": "Push Notification Summary Grader-9b876f24-4762-4be9-aff4-db7a9b31c673",
+                      "type": "label_model",
+                      "model": "o3-mini",
+                      "input": [
+                        {
+                          "type": "message",
+                          "role": "developer",
+                          "content": {
+                            "type": "input_text",
+                            "text": "\nLabel the following push notification summary as either correct or incorrect.\nThe push notification and the summary will be provided below.\nA good push notificiation summary is concise and snappy.\nIf it is good, then label it as correct, if not, then incorrect.\n"
+                          }
+                        },
+                        {
+                          "type": "message",
+                          "role": "user",
+                          "content": {
+                            "type": "input_text",
+                            "text": "\nPush notifications: {{item.input}}\nSummary: {{sample.output_text}}\n"
+                          }
+                        }
+                      ],
+                      "passing_labels": [
+                        "correct"
+                      ],
+                      "labels": [
+                        "correct",
+                        "incorrect"
+                      ],
+                      "sampling_params": null
+                    }
+                  ],
+                  "name": "Push Notification Summary Grader",
+                  "created_at": 1739314509,
+                  "metadata": {
+                    "description": "A stored completions eval for push notification summaries"
+                  }
+                }
+              ],
+              "first_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "last_id": "eval_67aa884cf6688190b58f657d4441c8b7",
+              "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals?limit=1 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.evals.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const evalListResponse of client.evals.list()) {
+                console.log(evalListResponse.id);
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.EvalListPage;
+              import com.openai.models.evals.EvalListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EvalListPage page = client.evals().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.evals.list
+
+              puts(page)
+      description: |
+        List evaluations for a project.
+    post:
+      operationId: createEval
+      tags:
+        - Evals
+      summary: Create eval
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateEvalRequest'
+      responses:
+        '201':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Eval'
+      x-oaiMeta:
+        name: Create eval
+        group: evals
+        returns: The created [Eval](https://platform.openai.com/docs/api-reference/evals/object) object.
+        path: post
+        examples:
+          response: |
+            {
+              "object": "eval",
+              "id": "eval_67b7fa9a81a88190ab4aa417e397ea21",
+              "data_source_config": {
+                "type": "stored_completions",
+                "metadata": {
+                  "usecase": "chatbot"
+                },
+                "schema": {
+                  "type": "object",
+                  "properties": {
+                    "item": {
+                      "type": "object"
+                    },
+                    "sample": {
+                      "type": "object"
+                    }
+                  },
+                  "required": [
+                    "item",
+                    "sample"
+                  ]
+              },
+              "testing_criteria": [
+                {
+                  "name": "Example label grader",
+                  "type": "label_model",
+                  "model": "o3-mini",
+                  "input": [
+                    {
+                      "type": "message",
+                      "role": "developer",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Classify the sentiment of the following statement as one of positive, neutral, or negative"
+                      }
+                    },
+                    {
+                      "type": "message",
+                      "role": "user",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Statement: {{item.input}}"
+                      }
+                    }
+                  ],
+                  "passing_labels": [
+                    "positive"
+                  ],
+                  "labels": [
+                    "positive",
+                    "neutral",
+                    "negative"
+                  ]
+                }
+              ],
+              "name": "Sentiment",
+              "created_at": 1740110490,
+              "metadata": {
+                "description": "An eval for sentiment analysis"
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                      "name": "Sentiment",
+                      "data_source_config": {
+                        "type": "stored_completions",
+                        "metadata": {
+                            "usecase": "chatbot"
+                        }
+                      },
+                      "testing_criteria": [
+                        {
+                          "type": "label_model",
+                          "model": "o3-mini",
+                          "input": [
+                            {
+                              "role": "developer",
+                              "content": "Classify the sentiment of the following statement as one of 'positive', 'neutral', or 'negative'"
+                            },
+                            {
+                              "role": "user",
+                              "content": "Statement: {{item.input}}"
+                            }
+                          ],
+                          "passing_labels": [
+                            "positive"
+                          ],
+                          "labels": [
+                            "positive",
+                            "neutral",
+                            "negative"
+                          ],
+                          "name": "Example label grader"
+                        }
+                      ]
+                    }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              eval = client.evals.create(
+                  data_source_config={
+                      "item_schema": {
+                          "foo": "bar"
+                      },
+                      "type": "custom",
+                  },
+                  testing_criteria=[{
+                      "input": [{
+                          "content": "content",
+                          "role": "role",
+                      }],
+                      "labels": ["string"],
+                      "model": "model",
+                      "name": "name",
+                      "passing_labels": ["string"],
+                      "type": "label_model",
+                  }],
+              )
+              print(eval.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const _eval = await client.evals.create({
+                data_source_config: { item_schema: { foo: 'bar' }, type: 'custom' },
+                testing_criteria: [
+                  {
+                    input: [{ content: 'content', role: 'role' }],
+                    labels: ['string'],
+                    model: 'model',
+                    name: 'name',
+                    passing_labels: ['string'],
+                    type: 'label_model',
+                  },
+                ],
+              });
+
+              console.log(_eval.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.JsonValue;
+              import com.openai.models.evals.EvalCreateParams;
+              import com.openai.models.evals.EvalCreateResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EvalCreateParams params = EvalCreateParams.builder()
+                          .customDataSourceConfig(EvalCreateParams.DataSourceConfig.Custom.ItemSchema.builder()
+                              .putAdditionalProperty("foo", JsonValue.from("bar"))
+                              .build())
+                          .addTestingCriterion(EvalCreateParams.TestingCriterion.LabelModel.builder()
+                              .addInput(EvalCreateParams.TestingCriterion.LabelModel.Input.SimpleInputMessage.builder()
+                                  .content("content")
+                                  .role("role")
+                                  .build())
+                              .addLabel("string")
+                              .model("model")
+                              .name("name")
+                              .addPassingLabel("string")
+                              .build())
+                          .build();
+                      EvalCreateResponse eval = client.evals().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              eval_ = openai.evals.create(
+                data_source_config: {item_schema: {foo: "bar"}, type: :custom},
+                testing_criteria: [
+                  {
+                    input: [{content: "content", role: "role"}],
+                    labels: ["string"],
+                    model: "model",
+                    name: "name",
+                    passing_labels: ["string"],
+                    type: :label_model
+                  }
+                ]
+              )
+
+              puts(eval_)
+      description: >
+        Create the structure of an evaluation that can be used to test a model's performance.
+
+        An evaluation is a set of testing criteria and the config for a data source, which dictates the schema
+        of the data used in the evaluation. After creating an evaluation, you can run it on different models
+        and model parameters. We support several types of graders and datasources.
+
+        For more information, see the [Evals guide](https://platform.openai.com/docs/guides/evals).
+  /evals/{eval_id}:
+    get:
+      operationId: getEval
+      tags:
+        - Evals
+      summary: Get an eval
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to retrieve.
+      responses:
+        '200':
+          description: The evaluation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Eval'
+      x-oaiMeta:
+        name: Get an eval
+        group: evals
+        returns: >-
+          The [Eval](https://platform.openai.com/docs/api-reference/evals/object) object matching the
+          specified ID.
+        path: get
+        examples:
+          response: |
+            {
+              "object": "eval",
+              "id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "data_source_config": {
+                "type": "custom",
+                "schema": {
+                  "type": "object",
+                  "properties": {
+                    "item": {
+                      "type": "object",
+                      "properties": {
+                        "input": {
+                          "type": "string"
+                        },
+                        "ground_truth": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "input",
+                        "ground_truth"
+                      ]
+                    }
+                  },
+                  "required": [
+                    "item"
+                  ]
+                }
+              },
+              "testing_criteria": [
+                {
+                  "name": "String check",
+                  "id": "String check-2eaf2d8d-d649-4335-8148-9535a7ca73c2",
+                  "type": "string_check",
+                  "input": "{{item.input}}",
+                  "reference": "{{item.ground_truth}}",
+                  "operation": "eq"
+                }
+              ],
+              "name": "External Data Eval",
+              "created_at": 1739314509,
+              "metadata": {},
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/eval_67abd54d9b0081909a86353f6fb9317a \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              eval = client.evals.retrieve(
+                  "eval_id",
+              )
+              print(eval.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const _eval = await client.evals.retrieve('eval_id');
+
+              console.log(_eval.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.EvalRetrieveParams;
+              import com.openai.models.evals.EvalRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EvalRetrieveResponse eval = client.evals().retrieve("eval_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              eval_ = openai.evals.retrieve("eval_id")
+
+              puts(eval_)
+      description: |
+        Get an evaluation by ID.
+    post:
+      operationId: updateEval
+      tags:
+        - Evals
+      summary: Update an eval
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to update.
+      requestBody:
+        description: Request to update an evaluation
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                name:
+                  type: string
+                  description: Rename the evaluation.
+                metadata:
+                  $ref: '#/components/schemas/Metadata'
+      responses:
+        '200':
+          description: The updated evaluation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Eval'
+      x-oaiMeta:
+        name: Update an eval
+        group: evals
+        returns: >-
+          The [Eval](https://platform.openai.com/docs/api-reference/evals/object) object matching the updated
+          version.
+        path: update
+        examples:
+          response: |
+            {
+              "object": "eval",
+              "id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "data_source_config": {
+                "type": "custom",
+                "schema": {
+                  "type": "object",
+                  "properties": {
+                    "item": {
+                      "type": "object",
+                      "properties": {
+                        "input": {
+                          "type": "string"
+                        },
+                        "ground_truth": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "input",
+                        "ground_truth"
+                      ]
+                    }
+                  },
+                  "required": [
+                    "item"
+                  ]
+                }
+              },
+              "testing_criteria": [
+                {
+                  "name": "String check",
+                  "id": "String check-2eaf2d8d-d649-4335-8148-9535a7ca73c2",
+                  "type": "string_check",
+                  "input": "{{item.input}}",
+                  "reference": "{{item.ground_truth}}",
+                  "operation": "eq"
+                }
+              ],
+              "name": "Updated Eval",
+              "created_at": 1739314509,
+              "metadata": {"description": "Updated description"},
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/eval_67abd54d9b0081909a86353f6fb9317a \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"name": "Updated Eval", "metadata": {"description": "Updated description"}}'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              eval = client.evals.update(
+                  eval_id="eval_id",
+              )
+              print(eval.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const _eval = await client.evals.update('eval_id');
+
+              console.log(_eval.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.EvalUpdateParams;
+              import com.openai.models.evals.EvalUpdateResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EvalUpdateResponse eval = client.evals().update("eval_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              eval_ = openai.evals.update("eval_id")
+
+              puts(eval_)
+      description: |
+        Update certain properties of an evaluation.
+    delete:
+      operationId: deleteEval
+      tags:
+        - Evals
+      summary: Delete an eval
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to delete.
+      responses:
+        '200':
+          description: Successfully deleted the evaluation.
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  object:
+                    type: string
+                    example: eval.deleted
+                  deleted:
+                    type: boolean
+                    example: true
+                  eval_id:
+                    type: string
+                    example: eval_abc123
+                required:
+                  - object
+                  - deleted
+                  - eval_id
+        '404':
+          description: Evaluation not found.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Error'
+      x-oaiMeta:
+        name: Delete an eval
+        group: evals
+        returns: A deletion confirmation object.
+        examples:
+          response: |
+            {
+              "object": "eval.deleted",
+              "deleted": true,
+              "eval_id": "eval_abc123"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/eval_abc123 \
+                -X DELETE \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              eval = client.evals.delete(
+                  "eval_id",
+              )
+              print(eval.eval_id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const _eval = await client.evals.delete('eval_id');
+
+              console.log(_eval.eval_id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.EvalDeleteParams;
+              import com.openai.models.evals.EvalDeleteResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      EvalDeleteResponse eval = client.evals().delete("eval_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              eval_ = openai.evals.delete("eval_id")
+
+              puts(eval_)
+      description: |
+        Delete an evaluation.
+  /evals/{eval_id}/runs:
+    get:
+      operationId: getEvalRuns
+      tags:
+        - Evals
+      summary: Get eval runs
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to retrieve runs for.
+        - name: after
+          in: query
+          description: Identifier for the last run from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of runs to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >-
+            Sort order for runs by timestamp. Use `asc` for ascending order or `desc` for descending order.
+            Defaults to `asc`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+        - name: status
+          in: query
+          description: Filter runs by status. One of `queued` | `in_progress` | `failed` | `completed` | `canceled`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - queued
+              - in_progress
+              - completed
+              - canceled
+              - failed
+      responses:
+        '200':
+          description: A list of runs for the evaluation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRunList'
+      x-oaiMeta:
+        name: Get eval runs
+        group: evals
+        returns: >-
+          A list of [EvalRun](https://platform.openai.com/docs/api-reference/evals/run-object) objects
+          matching the specified ID.
+        path: get-runs
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "eval.run",
+                  "id": "evalrun_67e0c7d31560819090d60c0780591042",
+                  "eval_id": "eval_67e0c726d560819083f19a957c4c640b",
+                  "report_url": "https://platform.openai.com/evaluations/eval_67e0c726d560819083f19a957c4c640b",
+                  "status": "completed",
+                  "model": "o3-mini",
+                  "name": "bulk_with_negative_examples_o3-mini",
+                  "created_at": 1742784467,
+                  "result_counts": {
+                    "total": 1,
+                    "errored": 0,
+                    "failed": 0,
+                    "passed": 1
+                  },
+                  "per_model_usage": [
+                    {
+                      "model_name": "o3-mini",
+                      "invocation_count": 1,
+                      "prompt_tokens": 563,
+                      "completion_tokens": 874,
+                      "total_tokens": 1437,
+                      "cached_tokens": 0
+                    }
+                  ],
+                  "per_testing_criteria_results": [
+                    {
+                      "testing_criteria": "Push Notification Summary Grader-1808cd0b-eeec-4e0b-a519-337e79f4f5d1",
+                      "passed": 1,
+                      "failed": 0
+                    }
+                  ],
+                  "data_source": {
+                    "type": "completions",
+                    "source": {
+                      "type": "file_content",
+                      "content": [
+                        {
+                          "item": {
+                            "notifications": "\n- New message from Sarah: \"Can you call me later?\"\n- Your package has been delivered!\n- Flash sale: 20% off electronics for the next 2 hours!\n"
+                          }
+                        }
+                      ]
+                    },
+                    "input_messages": {
+                      "type": "template",
+                      "template": [
+                        {
+                          "type": "message",
+                          "role": "developer",
+                          "content": {
+                            "type": "input_text",
+                            "text": "\n\n\n\nYou are a helpful assistant that takes in an array of push notifications and returns a collapsed summary of them.\nThe push notification will be provided as follows:\n<push_notifications>\n...notificationlist...\n</push_notifications>\n\nYou should return just the summary and nothing else.\n\n\nYou should return a summary that is concise and snappy.\n\n\nHere is an example of a good summary:\n<push_notifications>\n- Traffic alert: Accident reported on Main Street.- Package out for delivery: Expected by 5 PM.- New friend suggestion: Connect with Emma.\n</push_notifications>\n<summary>\nTraffic alert, package expected by 5pm, suggestion for new friend (Emily).\n</summary>\n\n\nHere is an example of a bad summary:\n<push_notifications>\n- Traffic alert: Accident reported on Main Street.- Package out for delivery: Expected by 5 PM.- New friend suggestion: Connect with Emma.\n</push_notifications>\n<summary>\nTraffic alert reported on main street. You have a package that will arrive by 5pm, Emily is a new friend suggested for you.\n</summary>\n"
+                          }
+                        },
+                        {
+                          "type": "message",
+                          "role": "user",
+                          "content": {
+                            "type": "input_text",
+                            "text": "<push_notifications>{{item.notifications}}</push_notifications>"
+                          }
+                        }
+                      ]
+                    },
+                    "model": "o3-mini",
+                    "sampling_params": null
+                  },
+                  "error": null,
+                  "metadata": {}
+                }
+              ],
+              "first_id": "evalrun_67e0c7d31560819090d60c0780591042",
+              "last_id": "evalrun_67e0c7d31560819090d60c0780591042",
+              "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/egroup_67abd54d9b0081909a86353f6fb9317a/runs \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.evals.runs.list(
+                  eval_id="eval_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const runListResponse of client.evals.runs.list('eval_id')) {
+                console.log(runListResponse.id);
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.RunListPage;
+              import com.openai.models.evals.runs.RunListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunListPage page = client.evals().runs().list("eval_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.evals.runs.list("eval_id")
+
+              puts(page)
+      description: |
+        Get a list of runs for an evaluation.
+    post:
+      operationId: createEvalRun
+      tags:
+        - Evals
+      summary: Create eval run
+      parameters:
+        - in: path
+          name: eval_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to create a run for.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateEvalRunRequest'
+      responses:
+        '201':
+          description: Successfully created a run for the evaluation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRun'
+        '400':
+          description: Bad request (for example, missing eval object)
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Error'
+      x-oaiMeta:
+        name: Create eval run
+        group: evals
+        returns: >-
+          The [EvalRun](https://platform.openai.com/docs/api-reference/evals/run-object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "object": "eval.run",
+              "id": "evalrun_67e57965b480819094274e3a32235e4c",
+              "eval_id": "eval_67e579652b548190aaa83ada4b125f47",
+              "report_url": "https://platform.openai.com/evaluations/eval_67e579652b548190aaa83ada4b125f47&run_id=evalrun_67e57965b480819094274e3a32235e4c",
+              "status": "queued",
+              "model": "gpt-4o-mini",
+              "name": "gpt-4o-mini",
+              "created_at": 1743092069,
+              "result_counts": {
+                "total": 0,
+                "errored": 0,
+                "failed": 0,
+                "passed": 0
+              },
+              "per_model_usage": null,
+              "per_testing_criteria_results": null,
+              "data_source": {
+                "type": "completions",
+                "source": {
+                  "type": "file_content",
+                  "content": [
+                    {
+                      "item": {
+                        "input": "Tech Company Launches Advanced Artificial Intelligence Platform",
+                        "ground_truth": "Technology"
+                      }
+                    }
+                  ]
+                },
+                "input_messages": {
+                  "type": "template",
+                  "template": [
+                    {
+                      "type": "message",
+                      "role": "developer",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n"
+                      }
+                    },
+                    {
+                      "type": "message",
+                      "role": "user",
+                      "content": {
+                        "type": "input_text",
+                        "text": "{{item.input}}"
+                      }
+                    }
+                  ]
+                },
+                "model": "gpt-4o-mini",
+                "sampling_params": {
+                  "seed": 42,
+                  "temperature": 1.0,
+                  "top_p": 1.0,
+                  "max_completions_tokens": 2048
+                }
+              },
+              "error": null,
+              "metadata": {}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/eval_67e579652b548190aaa83ada4b125f47/runs \
+                -X POST \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"name":"gpt-4o-mini","data_source":{"type":"completions","input_messages":{"type":"template","template":[{"role":"developer","content":"Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n"} , {"role":"user","content":"{{item.input}}"}]} ,"sampling_params":{"temperature":1,"max_completions_tokens":2048,"top_p":1,"seed":42},"model":"gpt-4o-mini","source":{"type":"file_content","content":[{"item":{"input":"Tech Company Launches Advanced Artificial Intelligence Platform","ground_truth":"Technology"}}]}}'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.evals.runs.create(
+                  eval_id="eval_id",
+                  data_source={
+                      "source": {
+                          "content": [{
+                              "item": {
+                                  "foo": "bar"
+                              }
+                          }],
+                          "type": "file_content",
+                      },
+                      "type": "jsonl",
+                  },
+              )
+              print(run.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.evals.runs.create('eval_id', {
+                data_source: { source: { content: [{ item: { foo: 'bar' } }], type: 'file_content' }, type: 'jsonl' },
+              });
+
+              console.log(run.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.JsonValue;
+              import com.openai.models.evals.runs.CreateEvalJsonlRunDataSource;
+              import com.openai.models.evals.runs.RunCreateParams;
+              import com.openai.models.evals.runs.RunCreateResponse;
+              import java.util.List;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunCreateParams params = RunCreateParams.builder()
+                          .evalId("eval_id")
+                          .dataSource(CreateEvalJsonlRunDataSource.builder()
+                              .fileContentSource(List.of(CreateEvalJsonlRunDataSource.Source.FileContent.Content.builder()
+                                  .item(CreateEvalJsonlRunDataSource.Source.FileContent.Content.Item.builder()
+                                      .putAdditionalProperty("foo", JsonValue.from("bar"))
+                                      .build())
+                                  .build()))
+                              .build())
+                          .build();
+                      RunCreateResponse run = client.evals().runs().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.evals.runs.create(
+                "eval_id",
+                data_source: {source: {content: [{item: {foo: "bar"}}], type: :file_content}, type: :jsonl}
+              )
+
+              puts(run)
+      description: >
+        Kicks off a new run for a given evaluation, specifying the data source, and what model configuration
+        to use to test. The datasource will be validated against the schema specified in the config of the
+        evaluation.
+  /evals/{eval_id}/runs/{run_id}:
+    get:
+      operationId: getEvalRun
+      tags:
+        - Evals
+      summary: Get an eval run
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to retrieve runs for.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to retrieve.
+      responses:
+        '200':
+          description: The evaluation run
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRun'
+      x-oaiMeta:
+        name: Get an eval run
+        group: evals
+        returns: >-
+          The [EvalRun](https://platform.openai.com/docs/api-reference/evals/run-object) object matching the
+          specified ID.
+        path: get
+        examples:
+          response: |
+            {
+              "object": "eval.run",
+              "id": "evalrun_67abd54d60ec8190832b46859da808f7",
+              "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "report_url": "https://platform.openai.com/evaluations/eval_67abd54d9b0081909a86353f6fb9317a?run_id=evalrun_67abd54d60ec8190832b46859da808f7",
+              "status": "queued",
+              "model": "gpt-4o-mini",
+              "name": "gpt-4o-mini",
+              "created_at": 1743092069,
+              "result_counts": {
+                "total": 0,
+                "errored": 0,
+                "failed": 0,
+                "passed": 0
+              },
+              "per_model_usage": null,
+              "per_testing_criteria_results": null,
+              "data_source": {
+                "type": "completions",
+                "source": {
+                  "type": "file_content",
+                  "content": [
+                    {
+                      "item": {
+                        "input": "Tech Company Launches Advanced Artificial Intelligence Platform",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Central Bank Increases Interest Rates Amid Inflation Concerns",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "International Summit Addresses Climate Change Strategies",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Major Retailer Reports Record-Breaking Holiday Sales",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "National Team Qualifies for World Championship Finals",
+                        "ground_truth": "Sports"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Stock Markets Rally After Positive Economic Data Released",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Global Manufacturer Announces Merger with Competitor",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Breakthrough in Renewable Energy Technology Unveiled",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "World Leaders Sign Historic Climate Agreement",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Professional Athlete Sets New Record in Championship Event",
+                        "ground_truth": "Sports"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Financial Institutions Adapt to New Regulatory Requirements",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Tech Conference Showcases Advances in Artificial Intelligence",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Global Markets Respond to Oil Price Fluctuations",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "International Cooperation Strengthened Through New Treaty",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Sports League Announces Revised Schedule for Upcoming Season",
+                        "ground_truth": "Sports"
+                      }
+                    }
+                  ]
+                },
+                "input_messages": {
+                  "type": "template",
+                  "template": [
+                    {
+                      "type": "message",
+                      "role": "developer",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n"
+                      }
+                    },
+                    {
+                      "type": "message",
+                      "role": "user",
+                      "content": {
+                        "type": "input_text",
+                        "text": "{{item.input}}"
+                      }
+                    }
+                  ]
+                },
+                "model": "gpt-4o-mini",
+                "sampling_params": {
+                  "seed": 42,
+                  "temperature": 1.0,
+                  "top_p": 1.0,
+                  "max_completions_tokens": 2048
+                }
+              },
+              "error": null,
+              "metadata": {}
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/evals/eval_67abd54d9b0081909a86353f6fb9317a/runs/evalrun_67abd54d60ec8190832b46859da808f7
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.evals.runs.retrieve(
+                  run_id="run_id",
+                  eval_id="eval_id",
+              )
+              print(run.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.evals.runs.retrieve('run_id', { eval_id: 'eval_id' });
+
+              console.log(run.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.RunRetrieveParams;
+              import com.openai.models.evals.runs.RunRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunRetrieveParams params = RunRetrieveParams.builder()
+                          .evalId("eval_id")
+                          .runId("run_id")
+                          .build();
+                      RunRetrieveResponse run = client.evals().runs().retrieve(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.evals.runs.retrieve("run_id", eval_id: "eval_id")
+
+              puts(run)
+      description: |
+        Get an evaluation run by ID.
+    post:
+      operationId: cancelEvalRun
+      tags:
+        - Evals
+      summary: Cancel eval run
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation whose run you want to cancel.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to cancel.
+      responses:
+        '200':
+          description: The canceled eval run object
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRun'
+      x-oaiMeta:
+        name: Cancel eval run
+        group: evals
+        returns: >-
+          The updated [EvalRun](https://platform.openai.com/docs/api-reference/evals/run-object) object
+          reflecting that the run is canceled.
+        path: post
+        examples:
+          response: |
+            {
+              "object": "eval.run",
+              "id": "evalrun_67abd54d60ec8190832b46859da808f7",
+              "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "report_url": "https://platform.openai.com/evaluations/eval_67abd54d9b0081909a86353f6fb9317a?run_id=evalrun_67abd54d60ec8190832b46859da808f7",
+              "status": "canceled",
+              "model": "gpt-4o-mini",
+              "name": "gpt-4o-mini",
+              "created_at": 1743092069,
+              "result_counts": {
+                "total": 0,
+                "errored": 0,
+                "failed": 0,
+                "passed": 0
+              },
+              "per_model_usage": null,
+              "per_testing_criteria_results": null,
+              "data_source": {
+                "type": "completions",
+                "source": {
+                  "type": "file_content",
+                  "content": [
+                    {
+                      "item": {
+                        "input": "Tech Company Launches Advanced Artificial Intelligence Platform",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Central Bank Increases Interest Rates Amid Inflation Concerns",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "International Summit Addresses Climate Change Strategies",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Major Retailer Reports Record-Breaking Holiday Sales",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "National Team Qualifies for World Championship Finals",
+                        "ground_truth": "Sports"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Stock Markets Rally After Positive Economic Data Released",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Global Manufacturer Announces Merger with Competitor",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Breakthrough in Renewable Energy Technology Unveiled",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "World Leaders Sign Historic Climate Agreement",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Professional Athlete Sets New Record in Championship Event",
+                        "ground_truth": "Sports"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Financial Institutions Adapt to New Regulatory Requirements",
+                        "ground_truth": "Business"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Tech Conference Showcases Advances in Artificial Intelligence",
+                        "ground_truth": "Technology"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Global Markets Respond to Oil Price Fluctuations",
+                        "ground_truth": "Markets"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "International Cooperation Strengthened Through New Treaty",
+                        "ground_truth": "World"
+                      }
+                    },
+                    {
+                      "item": {
+                        "input": "Sports League Announces Revised Schedule for Upcoming Season",
+                        "ground_truth": "Sports"
+                      }
+                    }
+                  ]
+                },
+                "input_messages": {
+                  "type": "template",
+                  "template": [
+                    {
+                      "type": "message",
+                      "role": "developer",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n"
+                      }
+                    },
+                    {
+                      "type": "message",
+                      "role": "user",
+                      "content": {
+                        "type": "input_text",
+                        "text": "{{item.input}}"
+                      }
+                    }
+                  ]
+                },
+                "model": "gpt-4o-mini",
+                "sampling_params": {
+                  "seed": 42,
+                  "temperature": 1.0,
+                  "top_p": 1.0,
+                  "max_completions_tokens": 2048
+                }
+              },
+              "error": null,
+              "metadata": {}
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/evals/eval_67abd54d9b0081909a86353f6fb9317a/runs/evalrun_67abd54d60ec8190832b46859da808f7/cancel
+              \
+                -X POST \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.evals.runs.cancel(
+                  run_id="run_id",
+                  eval_id="eval_id",
+              )
+              print(response.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.evals.runs.cancel('run_id', { eval_id: 'eval_id' });
+
+              console.log(response.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.RunCancelParams;
+              import com.openai.models.evals.runs.RunCancelResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunCancelParams params = RunCancelParams.builder()
+                          .evalId("eval_id")
+                          .runId("run_id")
+                          .build();
+                      RunCancelResponse response = client.evals().runs().cancel(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.evals.runs.cancel("run_id", eval_id: "eval_id")
+
+              puts(response)
+      description: |
+        Cancel an ongoing evaluation run.
+    delete:
+      operationId: deleteEvalRun
+      tags:
+        - Evals
+      summary: Delete eval run
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to delete the run from.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to delete.
+      responses:
+        '200':
+          description: Successfully deleted the eval run
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  object:
+                    type: string
+                    example: eval.run.deleted
+                  deleted:
+                    type: boolean
+                    example: true
+                  run_id:
+                    type: string
+                    example: evalrun_677469f564d48190807532a852da3afb
+        '404':
+          description: Run not found
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Error'
+      x-oaiMeta:
+        name: Delete eval run
+        group: evals
+        returns: An object containing the status of the delete operation.
+        path: delete
+        examples:
+          response: |
+            {
+              "object": "eval.run.deleted",
+              "deleted": true,
+              "run_id": "evalrun_abc456"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/evals/eval_123abc/runs/evalrun_abc456 \
+                -X DELETE \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.evals.runs.delete(
+                  run_id="run_id",
+                  eval_id="eval_id",
+              )
+              print(run.run_id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.evals.runs.delete('run_id', { eval_id: 'eval_id' });
+
+              console.log(run.run_id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.RunDeleteParams;
+              import com.openai.models.evals.runs.RunDeleteResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunDeleteParams params = RunDeleteParams.builder()
+                          .evalId("eval_id")
+                          .runId("run_id")
+                          .build();
+                      RunDeleteResponse run = client.evals().runs().delete(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.evals.runs.delete("run_id", eval_id: "eval_id")
+
+              puts(run)
+      description: |
+        Delete an eval run.
+  /evals/{eval_id}/runs/{run_id}/output_items:
+    get:
+      operationId: getEvalRunOutputItems
+      tags:
+        - Evals
+      summary: Get eval run output items
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to retrieve runs for.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to retrieve output items for.
+        - name: after
+          in: query
+          description: Identifier for the last output item from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of output items to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: status
+          in: query
+          description: |
+            Filter output items by status. Use `failed` to filter by failed output
+            items or `pass` to filter by passed output items.
+          required: false
+          schema:
+            type: string
+            enum:
+              - fail
+              - pass
+        - name: order
+          in: query
+          description: >-
+            Sort order for output items by timestamp. Use `asc` for ascending order or `desc` for descending
+            order. Defaults to `asc`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+      responses:
+        '200':
+          description: A list of output items for the evaluation run
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRunOutputItemList'
+      x-oaiMeta:
+        name: Get eval run output items
+        group: evals
+        returns: >-
+          A list of
+          [EvalRunOutputItem](https://platform.openai.com/docs/api-reference/evals/run-output-item-object)
+          objects matching the specified ID.
+        path: get
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "eval.run.output_item",
+                  "id": "outputitem_67e5796c28e081909917bf79f6e6214d",
+                  "created_at": 1743092076,
+                  "run_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+                  "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+                  "status": "pass",
+                  "datasource_item_id": 5,
+                  "datasource_item": {
+                    "input": "Stock Markets Rally After Positive Economic Data Released",
+                    "ground_truth": "Markets"
+                  },
+                  "results": [
+                    {
+                      "name": "String check-a2486074-d803-4445-b431-ad2262e85d47",
+                      "sample": null,
+                      "passed": true,
+                      "score": 1.0
+                    }
+                  ],
+                  "sample": {
+                    "input": [
+                      {
+                        "role": "developer",
+                        "content": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n",
+                        "tool_call_id": null,
+                        "tool_calls": null,
+                        "function_call": null
+                      },
+                      {
+                        "role": "user",
+                        "content": "Stock Markets Rally After Positive Economic Data Released",
+                        "tool_call_id": null,
+                        "tool_calls": null,
+                        "function_call": null
+                      }
+                    ],
+                    "output": [
+                      {
+                        "role": "assistant",
+                        "content": "Markets",
+                        "tool_call_id": null,
+                        "tool_calls": null,
+                        "function_call": null
+                      }
+                    ],
+                    "finish_reason": "stop",
+                    "model": "gpt-4o-mini-2024-07-18",
+                    "usage": {
+                      "total_tokens": 325,
+                      "completion_tokens": 2,
+                      "prompt_tokens": 323,
+                      "cached_tokens": 0
+                    },
+                    "error": null,
+                    "temperature": 1.0,
+                    "max_completion_tokens": 2048,
+                    "top_p": 1.0,
+                    "seed": 42
+                  }
+                }
+              ],
+              "first_id": "outputitem_67e5796c28e081909917bf79f6e6214d",
+              "last_id": "outputitem_67e5796c28e081909917bf79f6e6214d",
+              "has_more": true
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/evals/egroup_67abd54d9b0081909a86353f6fb9317a/runs/erun_67abd54d60ec8190832b46859da808f7/output_items
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.evals.runs.output_items.list(
+                  run_id="run_id",
+                  eval_id="eval_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const outputItemListResponse of client.evals.runs.outputItems.list('run_id', {
+                eval_id: 'eval_id',
+              })) {
+                console.log(outputItemListResponse.id);
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.outputitems.OutputItemListPage;
+              import com.openai.models.evals.runs.outputitems.OutputItemListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      OutputItemListParams params = OutputItemListParams.builder()
+                          .evalId("eval_id")
+                          .runId("run_id")
+                          .build();
+                      OutputItemListPage page = client.evals().runs().outputItems().list(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.evals.runs.output_items.list("run_id", eval_id: "eval_id")
+
+              puts(page)
+      description: |
+        Get a list of output items for an evaluation run.
+  /evals/{eval_id}/runs/{run_id}/output_items/{output_item_id}:
+    get:
+      operationId: getEvalRunOutputItem
+      tags:
+        - Evals
+      summary: Get an output item of an eval run
+      parameters:
+        - name: eval_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the evaluation to retrieve runs for.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to retrieve.
+        - name: output_item_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the output item to retrieve.
+      responses:
+        '200':
+          description: The evaluation run output item
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/EvalRunOutputItem'
+      x-oaiMeta:
+        name: Get an output item of an eval run
+        group: evals
+        returns: >-
+          The [EvalRunOutputItem](https://platform.openai.com/docs/api-reference/evals/run-output-item-object)
+          object matching the specified ID.
+        path: get
+        examples:
+          response: |
+            {
+              "object": "eval.run.output_item",
+              "id": "outputitem_67e5796c28e081909917bf79f6e6214d",
+              "created_at": 1743092076,
+              "run_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+              "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+              "status": "pass",
+              "datasource_item_id": 5,
+              "datasource_item": {
+                "input": "Stock Markets Rally After Positive Economic Data Released",
+                "ground_truth": "Markets"
+              },
+              "results": [
+                {
+                  "name": "String check-a2486074-d803-4445-b431-ad2262e85d47",
+                  "sample": null,
+                  "passed": true,
+                  "score": 1.0
+                }
+              ],
+              "sample": {
+                "input": [
+                  {
+                    "role": "developer",
+                    "content": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n",
+                    "tool_call_id": null,
+                    "tool_calls": null,
+                    "function_call": null
+                  },
+                  {
+                    "role": "user",
+                    "content": "Stock Markets Rally After Positive Economic Data Released",
+                    "tool_call_id": null,
+                    "tool_calls": null,
+                    "function_call": null
+                  }
+                ],
+                "output": [
+                  {
+                    "role": "assistant",
+                    "content": "Markets",
+                    "tool_call_id": null,
+                    "tool_calls": null,
+                    "function_call": null
+                  }
+                ],
+                "finish_reason": "stop",
+                "model": "gpt-4o-mini-2024-07-18",
+                "usage": {
+                  "total_tokens": 325,
+                  "completion_tokens": 2,
+                  "prompt_tokens": 323,
+                  "cached_tokens": 0
+                },
+                "error": null,
+                "temperature": 1.0,
+                "max_completion_tokens": 2048,
+                "top_p": 1.0,
+                "seed": 42
+              }
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/evals/eval_67abd54d9b0081909a86353f6fb9317a/runs/evalrun_67abd54d60ec8190832b46859da808f7/output_items/outputitem_67abd55eb6548190bb580745d5644a33
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              output_item = client.evals.runs.output_items.retrieve(
+                  output_item_id="output_item_id",
+                  eval_id="eval_id",
+                  run_id="run_id",
+              )
+              print(output_item.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const outputItem = await client.evals.runs.outputItems.retrieve('output_item_id', {
+                eval_id: 'eval_id',
+                run_id: 'run_id',
+              });
+
+              console.log(outputItem.id);
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.evals.runs.outputitems.OutputItemRetrieveParams;
+              import com.openai.models.evals.runs.outputitems.OutputItemRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      OutputItemRetrieveParams params = OutputItemRetrieveParams.builder()
+                          .evalId("eval_id")
+                          .runId("run_id")
+                          .outputItemId("output_item_id")
+                          .build();
+                      OutputItemRetrieveResponse outputItem = client.evals().runs().outputItems().retrieve(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              output_item = openai.evals.runs.output_items.retrieve("output_item_id", eval_id: "eval_id",
+              run_id: "run_id")
+
+
+              puts(output_item)
+      description: |
+        Get an evaluation run output item by ID.
+  /files:
+    get:
+      operationId: listFiles
+      tags:
+        - Files
+      summary: List files
+      parameters:
+        - in: query
+          name: purpose
+          required: false
+          schema:
+            type: string
+          description: Only return files with the given purpose.
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 10,000, and the
+            default is 10,000.
+          required: false
+          schema:
+            type: integer
+            default: 10000
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListFilesResponse'
+      x-oaiMeta:
+        name: List files
+        group: files
+        returns: A list of [File](https://platform.openai.com/docs/api-reference/files/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "file-abc123",
+                  "object": "file",
+                  "bytes": 175,
+                  "created_at": 1613677385,
+                  "expires_at": 1677614202,
+                  "filename": "salesOverview.pdf",
+                  "purpose": "assistants",
+                },
+                {
+                  "id": "file-abc456",
+                  "object": "file",
+                  "bytes": 140,
+                  "created_at": 1613779121,
+                  "expires_at": 1677614202,
+                  "filename": "puppy.jsonl",
+                  "purpose": "fine-tune",
+                }
+              ],
+              "first_id": "file-abc123",
+              "last_id": "file-abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/files \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.files.list()
+              page = page.data[0]
+              print(page)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const fileObject of client.files.list()) {
+                console.log(fileObject);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Files.List(context.TODO(), openai.FileListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.files.FileListPage;
+              import com.openai.models.files.FileListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileListPage page = client.files().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.files.list
+
+              puts(page)
+      description: Returns a list of files.
+    post:
+      operationId: createFile
+      tags:
+        - Files
+      summary: Upload file
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateFileRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/OpenAIFile'
+      x-oaiMeta:
+        name: Upload file
+        group: files
+        returns: The uploaded [File](https://platform.openai.com/docs/api-reference/files/object) object.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "file",
+              "bytes": 120000,
+              "created_at": 1677610602,
+              "expires_at": 1677614202,
+              "filename": "mydata.jsonl",
+              "purpose": "fine-tune",
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/files \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -F purpose="fine-tune" \
+                -F file="@mydata.jsonl"
+                -F expires_after[anchor]="created_at"
+                -F expires_after[seconds]=2592000
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              file_object = client.files.create(
+                  file=b"raw file contents",
+                  purpose="assistants",
+              )
+              print(file_object.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fileObject = await client.files.create({
+                file: fs.createReadStream('fine-tune.jsonl'),
+                purpose: 'assistants',
+              });
+
+              console.log(fileObject.id);
+            go: |
+              package main
+
+              import (
+                "bytes"
+                "context"
+                "fmt"
+                "io"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fileObject, err := client.Files.New(context.TODO(), openai.FileNewParams{
+                  File: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                  Purpose: openai.FilePurposeAssistants,
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fileObject.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.files.FileCreateParams;
+              import com.openai.models.files.FileObject;
+              import com.openai.models.files.FilePurpose;
+              import java.io.ByteArrayInputStream;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileCreateParams params = FileCreateParams.builder()
+                          .file(ByteArrayInputStream("some content".getBytes()))
+                          .purpose(FilePurpose.ASSISTANTS)
+                          .build();
+                      FileObject fileObject = client.files().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              file_object = openai.files.create(file: Pathname(__FILE__), purpose: :assistants)
+
+              puts(file_object)
+      description: >
+        Upload a file that can be used across various endpoints. Individual files can be up to 512 MB, and the
+        size of all files uploaded by one organization can be up to 1 TB.
+
+
+        The Assistants API supports files up to 2 million tokens and of specific file types. See the
+        [Assistants Tools guide](https://platform.openai.com/docs/assistants/tools) for details.
+
+
+        The Fine-tuning API only supports `.jsonl` files. The input also has certain required formats for
+        fine-tuning [chat](https://platform.openai.com/docs/api-reference/fine-tuning/chat-input) or
+        [completions](https://platform.openai.com/docs/api-reference/fine-tuning/completions-input) models.
+
+
+        The Batch API only supports `.jsonl` files up to 200 MB in size. The input also has a specific
+        required [format](https://platform.openai.com/docs/api-reference/batch/request-input).
+
+
+        Please [contact us](https://help.openai.com/) if you need to increase these storage limits.
+  /files/{file_id}:
+    delete:
+      operationId: deleteFile
+      tags:
+        - Files
+      summary: Delete file
+      parameters:
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the file to use for this request.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteFileResponse'
+      x-oaiMeta:
+        name: Delete file
+        group: files
+        returns: Deletion status.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "file",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/files/file-abc123 \
+                -X DELETE \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              file_deleted = client.files.delete(
+                  "file_id",
+              )
+              print(file_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fileDeleted = await client.files.delete('file_id');
+
+              console.log(fileDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fileDeleted, err := client.Files.Delete(context.TODO(), "file_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fileDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.files.FileDeleteParams;
+              import com.openai.models.files.FileDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileDeleted fileDeleted = client.files().delete("file_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              file_deleted = openai.files.delete("file_id")
+
+              puts(file_deleted)
+      description: Delete a file and remove it from all vector stores.
+    get:
+      operationId: retrieveFile
+      tags:
+        - Files
+      summary: Retrieve file
+      parameters:
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the file to use for this request.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/OpenAIFile'
+      x-oaiMeta:
+        name: Retrieve file
+        group: files
+        returns: >-
+          The [File](https://platform.openai.com/docs/api-reference/files/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "file",
+              "bytes": 120000,
+              "created_at": 1677610602,
+              "expires_at": 1677614202,
+              "filename": "mydata.jsonl",
+              "purpose": "fine-tune",
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/files/file-abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              file_object = client.files.retrieve(
+                  "file_id",
+              )
+              print(file_object.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fileObject = await client.files.retrieve('file_id');
+
+              console.log(fileObject.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fileObject, err := client.Files.Get(context.TODO(), "file_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fileObject.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.files.FileObject;
+              import com.openai.models.files.FileRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileObject fileObject = client.files().retrieve("file_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              file_object = openai.files.retrieve("file_id")
+
+              puts(file_object)
+      description: Returns information about a specific file.
+  /files/{file_id}/content:
+    get:
+      operationId: downloadFile
+      tags:
+        - Files
+      summary: Retrieve file content
+      parameters:
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the file to use for this request.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                type: string
+      x-oaiMeta:
+        name: Retrieve file content
+        group: files
+        returns: The file content.
+        examples:
+          response: ''
+          request:
+            curl: |
+              curl https://api.openai.com/v1/files/file-abc123/content \
+                -H "Authorization: Bearer $OPENAI_API_KEY" > file.jsonl
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.files.content(
+                  "file_id",
+              )
+              print(response)
+              content = response.read()
+              print(content)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.files.content('file_id');
+
+              console.log(response);
+
+              const content = await response.blob();
+              console.log(content);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.Files.Content(context.TODO(), "file_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.http.HttpResponse;
+              import com.openai.models.files.FileContentParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      HttpResponse response = client.files().content("file_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.files.content("file_id")
+
+              puts(response)
+      description: Returns the contents of the specified file.
+  /fine_tuning/alpha/graders/run:
+    post:
+      operationId: runGrader
+      tags:
+        - Fine-tuning
+      summary: Run grader
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RunGraderRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunGraderResponse'
+      x-oaiMeta:
+        name: Run grader
+        beta: true
+        group: graders
+        returns: The results from the grader run.
+        examples:
+          response: |
+            {
+              "reward": 1.0,
+              "metadata": {
+                "name": "Example score model grader",
+                "type": "score_model",
+                "errors": {
+                  "formula_parse_error": false,
+                  "sample_parse_error": false,
+                  "truncated_observation_error": false,
+                  "unresponsive_reward_error": false,
+                  "invalid_variable_error": false,
+                  "other_error": false,
+                  "python_grader_server_error": false,
+                  "python_grader_server_error_type": null,
+                  "python_grader_runtime_error": false,
+                  "python_grader_runtime_error_details": null,
+                  "model_grader_server_error": false,
+                  "model_grader_refusal_error": false,
+                  "model_grader_parse_error": false,
+                  "model_grader_server_error_details": null
+                },
+                "execution_time": 4.365238428115845,
+                "scores": {},
+                "token_usage": {
+                  "prompt_tokens": 190,
+                  "total_tokens": 324,
+                  "completion_tokens": 134,
+                  "cached_tokens": 0
+                },
+                "sampled_model_name": "gpt-4o-2024-08-06"
+              },
+              "sub_rewards": {},
+              "model_grader_token_usage_per_model": {
+                "gpt-4o-2024-08-06": {
+                  "prompt_tokens": 190,
+                  "total_tokens": 324,
+                  "completion_tokens": 134,
+                  "cached_tokens": 0
+                }
+              }
+            }
+          request:
+            curl: >
+              curl -X POST https://api.openai.com/v1/fine_tuning/alpha/graders/run \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -d '{
+                  "grader": {
+                    "type": "score_model",
+                    "name": "Example score model grader",
+                    "input": [
+                      {
+                        "role": "user",
+                        "content": "Score how close the reference answer is to the model
+              answer. Score 1.0 if they are the same and 0.0 if they are different. Return just a floating
+              point score\n\nReference answer: {{item.reference_answer}}\n\nModel answer:
+              {{sample.output_text}}"
+                      }
+                    ],
+                    "model": "gpt-4o-2024-08-06",
+                    "sampling_params": {
+                      "temperature": 1,
+                      "top_p": 1,
+                      "seed": 42
+                    }
+                  },
+                  "item": {
+                    "reference_answer": "fuzzy wuzzy was a bear"
+                  },
+                  "model_sample": "fuzzy wuzzy was a bear"
+                }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.fineTuning.alpha.graders.run({
+                grader: { input: 'input', name: 'name', operation: 'eq', reference: 'reference', type: 'string_check' },
+                model_sample: 'model_sample',
+              });
+
+              console.log(response.metadata);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.fine_tuning.alpha.graders.run(
+                  grader={
+                      "input": "input",
+                      "name": "name",
+                      "operation": "eq",
+                      "reference": "reference",
+                      "type": "string_check",
+                  },
+                  model_sample="model_sample",
+              )
+              print(response.metadata)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.FineTuning.Alpha.Graders.Run(context.TODO(), openai.FineTuningAlphaGraderRunParams{
+                  Grader: openai.FineTuningAlphaGraderRunParamsGraderUnion{
+                    OfStringCheck: &openai.StringCheckGraderParam{
+                      Input: "input",
+                      Name: "name",
+                      Operation: openai.StringCheckGraderOperationEq,
+                      Reference: "reference",
+                    },
+                  },
+                  ModelSample: "model_sample",
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response.Metadata)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.alpha.graders.GraderRunParams;
+              import com.openai.models.finetuning.alpha.graders.GraderRunResponse;
+              import com.openai.models.graders.gradermodels.StringCheckGrader;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      GraderRunParams params = GraderRunParams.builder()
+                          .grader(StringCheckGrader.builder()
+                              .input("input")
+                              .name("name")
+                              .operation(StringCheckGrader.Operation.EQ)
+                              .reference("reference")
+                              .build())
+                          .modelSample("model_sample")
+                          .build();
+                      GraderRunResponse response = client.fineTuning().alpha().graders().run(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.fine_tuning.alpha.graders.run(
+                grader: {input: "input", name: "name", operation: :eq, reference: "reference", type: :string_check},
+                model_sample: "model_sample"
+              )
+
+              puts(response)
+      description: |
+        Run a grader.
+  /fine_tuning/alpha/graders/validate:
+    post:
+      operationId: validateGrader
+      tags:
+        - Fine-tuning
+      summary: Validate grader
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ValidateGraderRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ValidateGraderResponse'
+      x-oaiMeta:
+        name: Validate grader
+        beta: true
+        group: graders
+        returns: The validated grader object.
+        examples:
+          response: |
+            {
+              "grader": {
+                "type": "string_check",
+                "name": "Example string check grader",
+                "input": "{{sample.output_text}}",
+                "reference": "{{item.label}}",
+                "operation": "eq"
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/fine_tuning/alpha/graders/validate \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                  "grader": {
+                    "type": "string_check",
+                    "name": "Example string check grader",
+                    "input": "{{sample.output_text}}",
+                    "reference": "{{item.label}}",
+                    "operation": "eq"
+                  }
+                }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.fineTuning.alpha.graders.validate({
+                grader: { input: 'input', name: 'name', operation: 'eq', reference: 'reference', type: 'string_check' },
+              });
+
+              console.log(response.grader);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.fine_tuning.alpha.graders.validate(
+                  grader={
+                      "input": "input",
+                      "name": "name",
+                      "operation": "eq",
+                      "reference": "reference",
+                      "type": "string_check",
+                  },
+              )
+              print(response.grader)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.FineTuning.Alpha.Graders.Validate(context.TODO(), openai.FineTuningAlphaGraderValidateParams{
+                  Grader: openai.FineTuningAlphaGraderValidateParamsGraderUnion{
+                    OfStringCheckGrader: &openai.StringCheckGraderParam{
+                      Input: "input",
+                      Name: "name",
+                      Operation: openai.StringCheckGraderOperationEq,
+                      Reference: "reference",
+                    },
+                  },
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response.Grader)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.alpha.graders.GraderValidateParams;
+              import com.openai.models.finetuning.alpha.graders.GraderValidateResponse;
+              import com.openai.models.graders.gradermodels.StringCheckGrader;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      GraderValidateParams params = GraderValidateParams.builder()
+                          .grader(StringCheckGrader.builder()
+                              .input("input")
+                              .name("name")
+                              .operation(StringCheckGrader.Operation.EQ)
+                              .reference("reference")
+                              .build())
+                          .build();
+                      GraderValidateResponse response = client.fineTuning().alpha().graders().validate(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.fine_tuning.alpha.graders.validate(
+                grader: {input: "input", name: "name", operation: :eq, reference: "reference", type: :string_check}
+              )
+
+              puts(response)
+      description: |
+        Validate a grader.
+  /fine_tuning/checkpoints/{fine_tuned_model_checkpoint}/permissions:
+    get:
+      operationId: listFineTuningCheckpointPermissions
+      tags:
+        - Fine-tuning
+      summary: List checkpoint permissions
+      parameters:
+        - in: path
+          name: fine_tuned_model_checkpoint
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuned model checkpoint to get permissions for.
+        - name: project_id
+          in: query
+          description: The ID of the project to get permissions for.
+          required: false
+          schema:
+            type: string
+        - name: after
+          in: query
+          description: Identifier for the last permission ID from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of permissions to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 10
+        - name: order
+          in: query
+          description: The order in which to retrieve permissions.
+          required: false
+          schema:
+            type: string
+            enum:
+              - ascending
+              - descending
+            default: descending
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListFineTuningCheckpointPermissionResponse'
+      x-oaiMeta:
+        name: List checkpoint permissions
+        group: fine-tuning
+        returns: >-
+          A list of fine-tuned model checkpoint [permission
+          objects](https://platform.openai.com/docs/api-reference/fine-tuning/permission-object) for a
+          fine-tuned model checkpoint.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "checkpoint.permission",
+                  "id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+                  "created_at": 1721764867,
+                  "project_id": "proj_abGMw1llN8IrBb6SvvY5A1iH"
+                },
+                {
+                  "object": "checkpoint.permission",
+                  "id": "cp_enQCFmOTGj3syEpYVhBRLTSy",
+                  "created_at": 1721764800,
+                  "project_id": "proj_iqGMw1llN8IrBb6SvvY5A1oF"
+                },
+              ],
+              "first_id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+              "last_id": "cp_enQCFmOTGj3syEpYVhBRLTSy",
+              "has_more": false
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/fine_tuning/checkpoints/ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd/permissions
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const permission = await
+              client.fineTuning.checkpoints.permissions.retrieve('ft-AF1WoRqd3aJAHsqc9NY7iL8F');
+
+
+              console.log(permission.first_id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              permission = client.fine_tuning.checkpoints.permissions.retrieve(
+                  fine_tuned_model_checkpoint="ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              print(permission.first_id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                permission, err := client.FineTuning.Checkpoints.Permissions.Get(
+                  context.TODO(),
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+                  openai.FineTuningCheckpointPermissionGetParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", permission.FirstID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionRetrieveParams;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionRetrieveResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      PermissionRetrieveResponse permission = client.fineTuning().checkpoints().permissions().retrieve("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              permission = openai.fine_tuning.checkpoints.permissions.retrieve("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(permission)
+      description: |
+        **NOTE:** This endpoint requires an [admin API key](../admin-api-keys).
+
+        Organization owners can use this endpoint to view all permissions for a fine-tuned model checkpoint.
+    post:
+      operationId: createFineTuningCheckpointPermission
+      tags:
+        - Fine-tuning
+      summary: Create checkpoint permissions
+      parameters:
+        - in: path
+          name: fine_tuned_model_checkpoint
+          required: true
+          schema:
+            type: string
+            example: ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd
+          description: |
+            The ID of the fine-tuned model checkpoint to create a permission for.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateFineTuningCheckpointPermissionRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListFineTuningCheckpointPermissionResponse'
+      x-oaiMeta:
+        name: Create checkpoint permissions
+        group: fine-tuning
+        returns: >-
+          A list of fine-tuned model checkpoint [permission
+          objects](https://platform.openai.com/docs/api-reference/fine-tuning/permission-object) for a
+          fine-tuned model checkpoint.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "checkpoint.permission",
+                  "id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+                  "created_at": 1721764867,
+                  "project_id": "proj_abGMw1llN8IrBb6SvvY5A1iH"
+                }
+              ],
+              "first_id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+              "last_id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+              "has_more": false
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/fine_tuning/checkpoints/ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd/permissions
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+                -d '{"project_ids": ["proj_abGMw1llN8IrBb6SvvY5A1iH"]}'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const permissionCreateResponse of client.fineTuning.checkpoints.permissions.create(
+                'ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd',
+                { project_ids: ['string'] },
+              )) {
+                console.log(permissionCreateResponse.id);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.fine_tuning.checkpoints.permissions.create(
+                  fine_tuned_model_checkpoint="ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd",
+                  project_ids=["string"],
+              )
+              page = page.data[0]
+              print(page.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.FineTuning.Checkpoints.Permissions.New(
+                  context.TODO(),
+                  "ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd",
+                  openai.FineTuningCheckpointPermissionNewParams{
+                    ProjectIDs: []string{"string"},
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionCreatePage;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionCreateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      PermissionCreateParams params = PermissionCreateParams.builder()
+                          .fineTunedModelCheckpoint("ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd")
+                          .addProjectId("string")
+                          .build();
+                      PermissionCreatePage page = client.fineTuning().checkpoints().permissions().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.fine_tuning.checkpoints.permissions.create(
+                "ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd",
+                project_ids: ["string"]
+              )
+
+              puts(page)
+      description: |
+        **NOTE:** Calling this endpoint requires an [admin API key](../admin-api-keys).
+
+        This enables organization owners to share fine-tuned models with other projects in their organization.
+  /fine_tuning/checkpoints/{fine_tuned_model_checkpoint}/permissions/{permission_id}:
+    delete:
+      operationId: deleteFineTuningCheckpointPermission
+      tags:
+        - Fine-tuning
+      summary: Delete checkpoint permission
+      parameters:
+        - in: path
+          name: fine_tuned_model_checkpoint
+          required: true
+          schema:
+            type: string
+            example: ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd
+          description: |
+            The ID of the fine-tuned model checkpoint to delete a permission for.
+        - in: path
+          name: permission_id
+          required: true
+          schema:
+            type: string
+            example: cp_zc4Q7MP6XxulcVzj4MZdwsAB
+          description: |
+            The ID of the fine-tuned model checkpoint permission to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteFineTuningCheckpointPermissionResponse'
+      x-oaiMeta:
+        name: Delete checkpoint permission
+        group: fine-tuning
+        returns: >-
+          The deletion status of the fine-tuned model checkpoint [permission
+          object](https://platform.openai.com/docs/api-reference/fine-tuning/permission-object).
+        examples:
+          response: |
+            {
+              "object": "checkpoint.permission",
+              "id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+              "deleted": true
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/fine_tuning/checkpoints/ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd/permissions/cp_zc4Q7MP6XxulcVzj4MZdwsAB
+              \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const permission = await
+              client.fineTuning.checkpoints.permissions.delete('cp_zc4Q7MP6XxulcVzj4MZdwsAB', {
+                fine_tuned_model_checkpoint: 'ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd',
+              });
+
+
+              console.log(permission.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              permission = client.fine_tuning.checkpoints.permissions.delete(
+                  permission_id="cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+                  fine_tuned_model_checkpoint="ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd",
+              )
+              print(permission.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                permission, err := client.FineTuning.Checkpoints.Permissions.Delete(
+                  context.TODO(),
+                  "ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd",
+                  "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", permission.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionDeleteParams;
+              import com.openai.models.finetuning.checkpoints.permissions.PermissionDeleteResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      PermissionDeleteParams params = PermissionDeleteParams.builder()
+                          .fineTunedModelCheckpoint("ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd")
+                          .permissionId("cp_zc4Q7MP6XxulcVzj4MZdwsAB")
+                          .build();
+                      PermissionDeleteResponse permission = client.fineTuning().checkpoints().permissions().delete(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              permission = openai.fine_tuning.checkpoints.permissions.delete(
+                "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+                fine_tuned_model_checkpoint: "ft:gpt-4o-mini-2024-07-18:org:weather:B7R9VjQd"
+              )
+
+              puts(permission)
+      description: |
+        **NOTE:** This endpoint requires an [admin API key](../admin-api-keys).
+
+        Organization owners can use this endpoint to delete a permission for a fine-tuned model checkpoint.
+  /fine_tuning/jobs:
+    post:
+      operationId: createFineTuningJob
+      tags:
+        - Fine-tuning
+      summary: Create fine-tuning job
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateFineTuningJobRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/FineTuningJob'
+      x-oaiMeta:
+        name: Create fine-tuning job
+        group: fine-tuning
+        returns: A [fine-tuning.job](https://platform.openai.com/docs/api-reference/fine-tuning/object) object.
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-BK7bzQj3FfZFXr7DbL6xJwfo",
+                    "model": "gpt-4o-mini"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc123",
+                "model": "gpt-4o-mini-2024-07-18",
+                "created_at": 1721764800,
+                "fine_tuned_model": null,
+                "organization_id": "org-123",
+                "result_files": [],
+                "status": "queued",
+                "validation_file": null,
+                "training_file": "file-abc123",
+                "method": {
+                  "type": "supervised",
+                  "supervised": {
+                    "hyperparameters": {
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": "auto",
+                    }
+                  }
+                },
+                "metadata": null
+              }
+          - title: Epochs
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-abc123",
+                    "model": "gpt-4o-mini",
+                    "method": {
+                      "type": "supervised",
+                      "supervised": {
+                        "hyperparameters": {
+                          "n_epochs": 2
+                        }
+                      }
+                    }
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc123",
+                "model": "gpt-4o-mini",
+                "created_at": 1721764800,
+                "fine_tuned_model": null,
+                "organization_id": "org-123",
+                "result_files": [],
+                "status": "queued",
+                "validation_file": null,
+                "training_file": "file-abc123",
+                "hyperparameters": {
+                  "batch_size": "auto",
+                  "learning_rate_multiplier": "auto",
+                  "n_epochs": 2
+                },
+                "method": {
+                  "type": "supervised",
+                  "supervised": {
+                    "hyperparameters": {
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": 2
+                    }
+                  }
+                },
+                "metadata": null,
+                "error": {
+                  "code": null,
+                  "message": null,
+                  "param": null
+                },
+                "finished_at": null,
+                "seed": 683058546,
+                "trained_tokens": null,
+                "estimated_finish": null,
+                "integrations": [],
+                "user_provided_suffix": null,
+                "usage_metrics": null,
+                "shared_with_openai": false
+              }
+          - title: DPO
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-abc123",
+                    "validation_file": "file-abc123",
+                    "model": "gpt-4o-mini",
+                    "method": {
+                      "type": "dpo",
+                      "dpo": {
+                        "hyperparameters": {
+                          "beta": 0.1
+                        }
+                      }
+                    }
+                  }'
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            python: |
+              from openai import OpenAI
+              from openai.types.fine_tuning import DpoMethod, DpoHyperparameters
+
+              client = OpenAI()
+
+              client.fine_tuning.jobs.create(
+                training_file="file-abc",
+                validation_file="file-123",
+                model="gpt-4o-mini",
+                method={
+                  "type": "dpo",
+                  "dpo": DpoMethod(
+                    hyperparameters=DpoHyperparameters(beta=0.1)
+                  )
+                }
+              )
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc",
+                "model": "gpt-4o-mini",
+                "created_at": 1746130590,
+                "fine_tuned_model": null,
+                "organization_id": "org-abc",
+                "result_files": [],
+                "status": "queued",
+                "validation_file": "file-123",
+                "training_file": "file-abc",
+                "method": {
+                  "type": "dpo",
+                  "dpo": {
+                    "hyperparameters": {
+                      "beta": 0.1,
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": "auto"
+                    }
+                  }
+                },
+                "metadata": null,
+                "error": {
+                  "code": null,
+                  "message": null,
+                  "param": null
+                },
+                "finished_at": null,
+                "hyperparameters": null,
+                "seed": 1036326793,
+                "estimated_finish": null,
+                "integrations": [],
+                "user_provided_suffix": null,
+                "usage_metrics": null,
+                "shared_with_openai": false
+              }
+          - title: Reinforcement
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-abc",
+                    "validation_file": "file-123",
+                    "model": "o4-mini",
+                    "method": {
+                      "type": "reinforcement",
+                      "reinforcement": {
+                        "grader": {
+                          "type": "string_check",
+                          "name": "Example string check grader",
+                          "input": "{{sample.output_text}}",
+                          "reference": "{{item.label}}",
+                          "operation": "eq"
+                        },
+                        "hyperparameters": {
+                          "reasoning_effort": "medium"
+                        }
+                      }
+                    }
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc123",
+                "model": "o4-mini",
+                "created_at": 1721764800,
+                "finished_at": null,
+                "fine_tuned_model": null,
+                "organization_id": "org-123",
+                "result_files": [],
+                "status": "validating_files",
+                "validation_file": "file-123",
+                "training_file": "file-abc",
+                "trained_tokens": null,
+                "error": {},
+                "user_provided_suffix": null,
+                "seed": 950189191,
+                "estimated_finish": null,
+                "integrations": [],
+                "method": {
+                  "type": "reinforcement",
+                  "reinforcement": {
+                    "hyperparameters": {
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": "auto",
+                      "eval_interval": "auto",
+                      "eval_samples": "auto",
+                      "compute_multiplier": "auto",
+                      "reasoning_effort": "medium"
+                    },
+                    "grader": {
+                      "type": "string_check",
+                      "name": "Example string check grader",
+                      "input": "{{sample.output_text}}",
+                      "reference": "{{item.label}}",
+                      "operation": "eq"
+                    },
+                    "response_format": null
+                  }
+                },
+                "metadata": null,
+                "usage_metrics": null,
+                "shared_with_openai": false
+              }
+
+          - title: Validation file
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-abc123",
+                    "validation_file": "file-abc123",
+                    "model": "gpt-4o-mini"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc123",
+                "model": "gpt-4o-mini-2024-07-18",
+                "created_at": 1721764800,
+                "fine_tuned_model": null,
+                "organization_id": "org-123",
+                "result_files": [],
+                "status": "queued",
+                "validation_file": "file-abc123",
+                "training_file": "file-abc123",
+                "method": {
+                  "type": "supervised",
+                  "supervised": {
+                    "hyperparameters": {
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": "auto",
+                    }
+                  }
+                },
+                "metadata": null
+              }
+          - title: W&B Integration
+            request:
+              curl: |
+                curl https://api.openai.com/v1/fine_tuning/jobs \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "training_file": "file-abc123",
+                    "validation_file": "file-abc123",
+                    "model": "gpt-4o-mini",
+                    "integrations": [
+                      {
+                        "type": "wandb",
+                        "wandb": {
+                          "project": "my-wandb-project",
+                          "name": "ft-run-display-name"
+                          "tags": [
+                            "first-experiment", "v2"
+                          ]
+                        }
+                      }
+                    ]
+                  }'
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const fineTuningJob = await client.fineTuning.jobs.create({
+                  model: 'gpt-4o-mini',
+                  training_file: 'file-abc123',
+                });
+
+                console.log(fineTuningJob.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                fine_tuning_job = client.fine_tuning.jobs.create(
+                    model="gpt-4o-mini",
+                    training_file="file-abc123",
+                )
+                print(fine_tuning_job.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  fineTuningJob, err := client.FineTuning.Jobs.New(context.TODO(), openai.FineTuningJobNewParams{
+                    Model: openai.FineTuningJobNewParamsModelBabbage002,
+                    TrainingFile: "file-abc123",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", fineTuningJob.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.finetuning.jobs.FineTuningJob;
+                import com.openai.models.finetuning.jobs.JobCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        JobCreateParams params = JobCreateParams.builder()
+                            .model(JobCreateParams.Model.BABBAGE_002)
+                            .trainingFile("file-abc123")
+                            .build();
+                        FineTuningJob fineTuningJob = client.fineTuning().jobs().create(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                fine_tuning_job = openai.fine_tuning.jobs.create(model: :"babbage-002", training_file:
+                "file-abc123")
+
+
+                puts(fine_tuning_job)
+            response: |
+              {
+                "object": "fine_tuning.job",
+                "id": "ftjob-abc123",
+                "model": "gpt-4o-mini-2024-07-18",
+                "created_at": 1721764800,
+                "fine_tuned_model": null,
+                "organization_id": "org-123",
+                "result_files": [],
+                "status": "queued",
+                "validation_file": "file-abc123",
+                "training_file": "file-abc123",
+                "integrations": [
+                  {
+                    "type": "wandb",
+                    "wandb": {
+                      "project": "my-wandb-project",
+                      "entity": None,
+                      "run_id": "ftjob-abc123"
+                    }
+                  }
+                ],
+                "method": {
+                  "type": "supervised",
+                  "supervised": {
+                    "hyperparameters": {
+                      "batch_size": "auto",
+                      "learning_rate_multiplier": "auto",
+                      "n_epochs": "auto",
+                    }
+                  }
+                },
+                "metadata": null
+              }
+      description: >
+        Creates a fine-tuning job which begins the process of creating a new model from a given dataset.
+
+
+        Response includes details of the enqueued job including job status and the name of the fine-tuned
+        models once complete.
+
+
+        [Learn more about fine-tuning](https://platform.openai.com/docs/guides/model-optimization)
+    get:
+      operationId: listPaginatedFineTuningJobs
+      tags:
+        - Fine-tuning
+      summary: List fine-tuning jobs
+      parameters:
+        - name: after
+          in: query
+          description: Identifier for the last job from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of fine-tuning jobs to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - in: query
+          name: metadata
+          required: false
+          schema:
+            type: object
+            nullable: true
+            additionalProperties:
+              type: string
+          style: deepObject
+          explode: true
+          description: >
+            Optional metadata filter. To filter, use the syntax `metadata[k]=v`. Alternatively, set
+            `metadata=null` to indicate no metadata.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListPaginatedFineTuningJobsResponse'
+      x-oaiMeta:
+        name: List fine-tuning jobs
+        group: fine-tuning
+        returns: >-
+          A list of paginated [fine-tuning
+          job](https://platform.openai.com/docs/api-reference/fine-tuning/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "fine_tuning.job",
+                  "id": "ftjob-abc123",
+                  "model": "gpt-4o-mini-2024-07-18",
+                  "created_at": 1721764800,
+                  "fine_tuned_model": null,
+                  "organization_id": "org-123",
+                  "result_files": [],
+                  "status": "queued",
+                  "validation_file": null,
+                  "training_file": "file-abc123",
+                  "metadata": {
+                    "key": "value"
+                  }
+                },
+                { ... },
+                { ... }
+              ], "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/fine_tuning/jobs?limit=2&metadata[key]=value \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.fine_tuning.jobs.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const fineTuningJob of client.fineTuning.jobs.list()) {
+                console.log(fineTuningJob.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.FineTuning.Jobs.List(context.TODO(), openai.FineTuningJobListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.JobListPage;
+              import com.openai.models.finetuning.jobs.JobListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      JobListPage page = client.fineTuning().jobs().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.fine_tuning.jobs.list
+
+              puts(page)
+      description: |
+        List your organization's fine-tuning jobs
+  /fine_tuning/jobs/{fine_tuning_job_id}:
+    get:
+      operationId: retrieveFineTuningJob
+      tags:
+        - Fine-tuning
+      summary: Retrieve fine-tuning job
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/FineTuningJob'
+      x-oaiMeta:
+        name: Retrieve fine-tuning job
+        group: fine-tuning
+        returns: >-
+          The [fine-tuning](https://platform.openai.com/docs/api-reference/fine-tuning/object) object with the
+          given ID.
+        examples:
+          response: |
+            {
+              "object": "fine_tuning.job",
+              "id": "ftjob-abc123",
+              "model": "davinci-002",
+              "created_at": 1692661014,
+              "finished_at": 1692661190,
+              "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy",
+              "organization_id": "org-123",
+              "result_files": [
+                  "file-abc123"
+              ],
+              "status": "succeeded",
+              "validation_file": null,
+              "training_file": "file-abc123",
+              "hyperparameters": {
+                  "n_epochs": 4,
+                  "batch_size": 1,
+                  "learning_rate_multiplier": 1.0
+              },
+              "trained_tokens": 5768,
+              "integrations": [],
+              "seed": 0,
+              "estimated_finish": 0,
+              "method": {
+                "type": "supervised",
+                "supervised": {
+                  "hyperparameters": {
+                    "n_epochs": 4,
+                    "batch_size": 1,
+                    "learning_rate_multiplier": 1.0
+                  }
+                }
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/fine_tuning/jobs/ft-AF1WoRqd3aJAHsqc9NY7iL8F \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              fine_tuning_job = client.fine_tuning.jobs.retrieve(
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              print(fine_tuning_job.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fineTuningJob = await client.fineTuning.jobs.retrieve('ft-AF1WoRqd3aJAHsqc9NY7iL8F');
+
+              console.log(fineTuningJob.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fineTuningJob, err := client.FineTuning.Jobs.Get(context.TODO(), "ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fineTuningJob.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.FineTuningJob;
+              import com.openai.models.finetuning.jobs.JobRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FineTuningJob fineTuningJob = client.fineTuning().jobs().retrieve("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              fine_tuning_job = openai.fine_tuning.jobs.retrieve("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(fine_tuning_job)
+      description: |
+        Get info about a fine-tuning job.
+
+        [Learn more about fine-tuning](https://platform.openai.com/docs/guides/model-optimization)
+  /fine_tuning/jobs/{fine_tuning_job_id}/cancel:
+    post:
+      operationId: cancelFineTuningJob
+      tags:
+        - Fine-tuning
+      summary: Cancel fine-tuning
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job to cancel.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/FineTuningJob'
+      x-oaiMeta:
+        name: Cancel fine-tuning
+        group: fine-tuning
+        returns: >-
+          The cancelled [fine-tuning](https://platform.openai.com/docs/api-reference/fine-tuning/object)
+          object.
+        examples:
+          response: |
+            {
+              "object": "fine_tuning.job",
+              "id": "ftjob-abc123",
+              "model": "gpt-4o-mini-2024-07-18",
+              "created_at": 1721764800,
+              "fine_tuned_model": null,
+              "organization_id": "org-123",
+              "result_files": [],
+              "status": "cancelled",
+              "validation_file": "file-abc123",
+              "training_file": "file-abc123"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/cancel \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              fine_tuning_job = client.fine_tuning.jobs.cancel(
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              print(fine_tuning_job.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fineTuningJob = await client.fineTuning.jobs.cancel('ft-AF1WoRqd3aJAHsqc9NY7iL8F');
+
+              console.log(fineTuningJob.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fineTuningJob, err := client.FineTuning.Jobs.Cancel(context.TODO(), "ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fineTuningJob.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.FineTuningJob;
+              import com.openai.models.finetuning.jobs.JobCancelParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FineTuningJob fineTuningJob = client.fineTuning().jobs().cancel("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              fine_tuning_job = openai.fine_tuning.jobs.cancel("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(fine_tuning_job)
+      description: |
+        Immediately cancel a fine-tune job.
+  /fine_tuning/jobs/{fine_tuning_job_id}/checkpoints:
+    get:
+      operationId: listFineTuningJobCheckpoints
+      tags:
+        - Fine-tuning
+      summary: List fine-tuning checkpoints
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job to get checkpoints for.
+        - name: after
+          in: query
+          description: Identifier for the last checkpoint ID from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of checkpoints to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 10
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListFineTuningJobCheckpointsResponse'
+      x-oaiMeta:
+        name: List fine-tuning checkpoints
+        group: fine-tuning
+        returns: >-
+          A list of fine-tuning [checkpoint
+          objects](https://platform.openai.com/docs/api-reference/fine-tuning/checkpoint-object) for a
+          fine-tuning job.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "fine_tuning.job.checkpoint",
+                  "id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB",
+                  "created_at": 1721764867,
+                  "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:96olL566:ckpt-step-2000",
+                  "metrics": {
+                    "full_valid_loss": 0.134,
+                    "full_valid_mean_token_accuracy": 0.874
+                  },
+                  "fine_tuning_job_id": "ftjob-abc123",
+                  "step_number": 2000
+                },
+                {
+                  "object": "fine_tuning.job.checkpoint",
+                  "id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy",
+                  "created_at": 1721764800,
+                  "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom-suffix:7q8mpxmy:ckpt-step-1000",
+                  "metrics": {
+                    "full_valid_loss": 0.167,
+                    "full_valid_mean_token_accuracy": 0.781
+                  },
+                  "fine_tuning_job_id": "ftjob-abc123",
+                  "step_number": 1000
+                }
+              ],
+              "first_id": "ftckpt_zc4Q7MP6XxulcVzj4MZdwsAB",
+              "last_id": "ftckpt_enQCFmOTGj3syEpYVhBRLTSy",
+              "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/checkpoints \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const fineTuningJobCheckpoint of client.fineTuning.jobs.checkpoints.list(
+                'ft-AF1WoRqd3aJAHsqc9NY7iL8F',
+              )) {
+                console.log(fineTuningJobCheckpoint.id);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.fine_tuning.jobs.checkpoints.list(
+                  fine_tuning_job_id="ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              page = page.data[0]
+              print(page.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.FineTuning.Jobs.Checkpoints.List(
+                  context.TODO(),
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+                  openai.FineTuningJobCheckpointListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.checkpoints.CheckpointListPage;
+              import com.openai.models.finetuning.jobs.checkpoints.CheckpointListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      CheckpointListPage page = client.fineTuning().jobs().checkpoints().list("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.fine_tuning.jobs.checkpoints.list("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(page)
+      description: |
+        List checkpoints for a fine-tuning job.
+  /fine_tuning/jobs/{fine_tuning_job_id}/events:
+    get:
+      operationId: listFineTuningEvents
+      tags:
+        - Fine-tuning
+      summary: List fine-tuning events
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job to get events for.
+        - name: after
+          in: query
+          description: Identifier for the last event from the previous pagination request.
+          required: false
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: Number of events to retrieve.
+          required: false
+          schema:
+            type: integer
+            default: 20
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListFineTuningJobEventsResponse'
+      x-oaiMeta:
+        name: List fine-tuning events
+        group: fine-tuning
+        returns: A list of fine-tuning event objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "fine_tuning.job.event",
+                  "id": "ft-event-ddTJfwuMVpfLXseO0Am0Gqjm",
+                  "created_at": 1721764800,
+                  "level": "info",
+                  "message": "Fine tuning job successfully completed",
+                  "data": null,
+                  "type": "message"
+                },
+                {
+                  "object": "fine_tuning.job.event",
+                  "id": "ft-event-tyiGuB72evQncpH87xe505Sv",
+                  "created_at": 1721764800,
+                  "level": "info",
+                  "message": "New fine-tuned model created: ft:gpt-4o-mini:openai::7p4lURel",
+                  "data": null,
+                  "type": "message"
+                }
+              ],
+              "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/events \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.fine_tuning.jobs.list_events(
+                  fine_tuning_job_id="ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              // Automatically fetches more pages as needed.
+
+              for await (const fineTuningJobEvent of
+              client.fineTuning.jobs.listEvents('ft-AF1WoRqd3aJAHsqc9NY7iL8F')) {
+                console.log(fineTuningJobEvent.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.FineTuning.Jobs.ListEvents(
+                  context.TODO(),
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+                  openai.FineTuningJobListEventsParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.JobListEventsPage;
+              import com.openai.models.finetuning.jobs.JobListEventsParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      JobListEventsPage page = client.fineTuning().jobs().listEvents("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.fine_tuning.jobs.list_events("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(page)
+      description: |
+        Get status updates for a fine-tuning job.
+  /fine_tuning/jobs/{fine_tuning_job_id}/pause:
+    post:
+      operationId: pauseFineTuningJob
+      tags:
+        - Fine-tuning
+      summary: Pause fine-tuning
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job to pause.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/FineTuningJob'
+      x-oaiMeta:
+        name: Pause fine-tuning
+        group: fine-tuning
+        returns: The paused [fine-tuning](https://platform.openai.com/docs/api-reference/fine-tuning/object) object.
+        examples:
+          response: |
+            {
+              "object": "fine_tuning.job",
+              "id": "ftjob-abc123",
+              "model": "gpt-4o-mini-2024-07-18",
+              "created_at": 1721764800,
+              "fine_tuned_model": null,
+              "organization_id": "org-123",
+              "result_files": [],
+              "status": "paused",
+              "validation_file": "file-abc123",
+              "training_file": "file-abc123"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/pause \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              fine_tuning_job = client.fine_tuning.jobs.pause(
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              print(fine_tuning_job.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fineTuningJob = await client.fineTuning.jobs.pause('ft-AF1WoRqd3aJAHsqc9NY7iL8F');
+
+              console.log(fineTuningJob.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fineTuningJob, err := client.FineTuning.Jobs.Pause(context.TODO(), "ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fineTuningJob.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.FineTuningJob;
+              import com.openai.models.finetuning.jobs.JobPauseParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FineTuningJob fineTuningJob = client.fineTuning().jobs().pause("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              fine_tuning_job = openai.fine_tuning.jobs.pause("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(fine_tuning_job)
+      description: |
+        Pause a fine-tune job.
+  /fine_tuning/jobs/{fine_tuning_job_id}/resume:
+    post:
+      operationId: resumeFineTuningJob
+      tags:
+        - Fine-tuning
+      summary: Resume fine-tuning
+      parameters:
+        - in: path
+          name: fine_tuning_job_id
+          required: true
+          schema:
+            type: string
+            example: ft-AF1WoRqd3aJAHsqc9NY7iL8F
+          description: |
+            The ID of the fine-tuning job to resume.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/FineTuningJob'
+      x-oaiMeta:
+        name: Resume fine-tuning
+        group: fine-tuning
+        returns: The resumed [fine-tuning](https://platform.openai.com/docs/api-reference/fine-tuning/object) object.
+        examples:
+          response: |
+            {
+              "object": "fine_tuning.job",
+              "id": "ftjob-abc123",
+              "model": "gpt-4o-mini-2024-07-18",
+              "created_at": 1721764800,
+              "fine_tuned_model": null,
+              "organization_id": "org-123",
+              "result_files": [],
+              "status": "queued",
+              "validation_file": "file-abc123",
+              "training_file": "file-abc123"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/fine_tuning/jobs/ftjob-abc123/resume \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              fine_tuning_job = client.fine_tuning.jobs.resume(
+                  "ft-AF1WoRqd3aJAHsqc9NY7iL8F",
+              )
+              print(fine_tuning_job.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const fineTuningJob = await client.fineTuning.jobs.resume('ft-AF1WoRqd3aJAHsqc9NY7iL8F');
+
+              console.log(fineTuningJob.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                fineTuningJob, err := client.FineTuning.Jobs.Resume(context.TODO(), "ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", fineTuningJob.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.finetuning.jobs.FineTuningJob;
+              import com.openai.models.finetuning.jobs.JobResumeParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FineTuningJob fineTuningJob = client.fineTuning().jobs().resume("ft-AF1WoRqd3aJAHsqc9NY7iL8F");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              fine_tuning_job = openai.fine_tuning.jobs.resume("ft-AF1WoRqd3aJAHsqc9NY7iL8F")
+
+              puts(fine_tuning_job)
+      description: |
+        Resume a fine-tune job.
+  /images/edits:
+    post:
+      operationId: createImageEdit
+      tags:
+        - Images
+      summary: Create image edit
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateImageEditRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ImagesResponse'
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/ImageEditStreamEvent'
+      x-oaiMeta:
+        name: Create image edit
+        group: images
+        returns: Returns an [image](https://platform.openai.com/docs/api-reference/images/object) object.
+        examples:
+          - title: Edit image
+            request:
+              curl: |
+                curl -s -D >(grep -i x-request-id >&2) \
+                  -o >(jq -r '.data[0].b64_json' | base64 --decode > gift-basket.png) \
+                  -X POST "https://api.openai.com/v1/images/edits" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -F "model=gpt-image-1" \
+                  -F "image[]=@body-lotion.png" \
+                  -F "image[]=@bath-bomb.png" \
+                  -F "image[]=@incense-kit.png" \
+                  -F "image[]=@soap.png" \
+                  -F 'prompt=Create a lovely gift basket with these four items in it'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                images_response = client.images.edit(
+                    image=b"raw file contents",
+                    prompt="A cute baby sea otter wearing a beret",
+                )
+                print(images_response)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const imagesResponse = await client.images.edit({
+                  image: fs.createReadStream('path/to/file'),
+                  prompt: 'A cute baby sea otter wearing a beret',
+                });
+
+                console.log(imagesResponse);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  imagesResponse, err := client.Images.Edit(context.TODO(), openai.ImageEditParams{
+                    Image: openai.ImageEditParamsImageUnion{
+                      OfFile: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    },
+                    Prompt: "A cute baby sea otter wearing a beret",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", imagesResponse)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.images.ImageEditParams;
+                import com.openai.models.images.ImagesResponse;
+                import java.io.ByteArrayInputStream;
+                import java.io.InputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ImageEditParams params = ImageEditParams.builder()
+                            .image(ByteArrayInputStream("some content".getBytes()))
+                            .prompt("A cute baby sea otter wearing a beret")
+                            .build();
+                        ImagesResponse imagesResponse = client.images().edit(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                images_response = openai.images.edit(image: Pathname(__FILE__), prompt: "A cute baby sea otter
+                wearing a beret")
+
+
+                puts(images_response)
+          - title: Streaming
+            request:
+              curl: |
+                curl -s -N -X POST "https://api.openai.com/v1/images/edits" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -F "model=gpt-image-1" \
+                  -F "image[]=@body-lotion.png" \
+                  -F "image[]=@bath-bomb.png" \
+                  -F "image[]=@incense-kit.png" \
+                  -F "image[]=@soap.png" \
+                  -F 'prompt=Create a lovely gift basket with these four items in it' \
+                  -F "stream=true"
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                images_response = client.images.edit(
+                    image=b"raw file contents",
+                    prompt="A cute baby sea otter wearing a beret",
+                )
+                print(images_response)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const imagesResponse = await client.images.edit({
+                  image: fs.createReadStream('path/to/file'),
+                  prompt: 'A cute baby sea otter wearing a beret',
+                });
+
+                console.log(imagesResponse);
+              go: |
+                package main
+
+                import (
+                  "bytes"
+                  "context"
+                  "fmt"
+                  "io"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  imagesResponse, err := client.Images.Edit(context.TODO(), openai.ImageEditParams{
+                    Image: openai.ImageEditParamsImageUnion{
+                      OfFile: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                    },
+                    Prompt: "A cute baby sea otter wearing a beret",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", imagesResponse)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.images.ImageEditParams;
+                import com.openai.models.images.ImagesResponse;
+                import java.io.ByteArrayInputStream;
+                import java.io.InputStream;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ImageEditParams params = ImageEditParams.builder()
+                            .image(ByteArrayInputStream("some content".getBytes()))
+                            .prompt("A cute baby sea otter wearing a beret")
+                            .build();
+                        ImagesResponse imagesResponse = client.images().edit(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                images_response = openai.images.edit(image: Pathname(__FILE__), prompt: "A cute baby sea otter
+                wearing a beret")
+
+
+                puts(images_response)
+            response: >
+              event: image_edit.partial_image
+
+              data: {"type":"image_edit.partial_image","b64_json":"...","partial_image_index":0}
+
+
+              event: image_edit.completed
+
+              data:
+              {"type":"image_edit.completed","b64_json":"...","usage":{"total_tokens":100,"input_tokens":50,"output_tokens":50,"input_tokens_details":{"text_tokens":10,"image_tokens":40}}}
+      description: >-
+        Creates an edited or extended image given one or more source images and a prompt. This endpoint only
+        supports `gpt-image-1` and `dall-e-2`.
+  /images/generations:
+    post:
+      operationId: createImage
+      tags:
+        - Images
+      summary: Create image
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateImageRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ImagesResponse'
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/ImageGenStreamEvent'
+      x-oaiMeta:
+        name: Create image
+        group: images
+        returns: Returns an [image](https://platform.openai.com/docs/api-reference/images/object) object.
+        examples:
+          - title: Generate image
+            request:
+              curl: |
+                curl https://api.openai.com/v1/images/generations \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-image-1",
+                    "prompt": "A cute baby sea otter",
+                    "n": 1,
+                    "size": "1024x1024"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                images_response = client.images.generate(
+                    prompt="A cute baby sea otter",
+                )
+                print(images_response)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const imagesResponse = await client.images.generate({ prompt: 'A cute baby sea otter' });
+
+                console.log(imagesResponse);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  imagesResponse, err := client.Images.Generate(context.TODO(), openai.ImageGenerateParams{
+                    Prompt: "A cute baby sea otter",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", imagesResponse)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.images.ImageGenerateParams;
+                import com.openai.models.images.ImagesResponse;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ImageGenerateParams params = ImageGenerateParams.builder()
+                            .prompt("A cute baby sea otter")
+                            .build();
+                        ImagesResponse imagesResponse = client.images().generate(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                images_response = openai.images.generate(prompt: "A cute baby sea otter")
+
+                puts(images_response)
+            response: |
+              {
+                "created": 1713833628,
+                "data": [
+                  {
+                    "b64_json": "..."
+                  }
+                ],
+                "usage": {
+                  "total_tokens": 100,
+                  "input_tokens": 50,
+                  "output_tokens": 50,
+                  "input_tokens_details": {
+                    "text_tokens": 10,
+                    "image_tokens": 40
+                  }
+                }
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/images/generations \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-image-1",
+                    "prompt": "A cute baby sea otter",
+                    "n": 1,
+                    "size": "1024x1024",
+                    "stream": true
+                  }' \
+                  --no-buffer
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                images_response = client.images.generate(
+                    prompt="A cute baby sea otter",
+                )
+                print(images_response)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const imagesResponse = await client.images.generate({ prompt: 'A cute baby sea otter' });
+
+                console.log(imagesResponse);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  imagesResponse, err := client.Images.Generate(context.TODO(), openai.ImageGenerateParams{
+                    Prompt: "A cute baby sea otter",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", imagesResponse)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.images.ImageGenerateParams;
+                import com.openai.models.images.ImagesResponse;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ImageGenerateParams params = ImageGenerateParams.builder()
+                            .prompt("A cute baby sea otter")
+                            .build();
+                        ImagesResponse imagesResponse = client.images().generate(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                images_response = openai.images.generate(prompt: "A cute baby sea otter")
+
+                puts(images_response)
+            response: >
+              event: image_generation.partial_image
+
+              data: {"type":"image_generation.partial_image","b64_json":"...","partial_image_index":0}
+
+
+              event: image_generation.completed
+
+              data:
+              {"type":"image_generation.completed","b64_json":"...","usage":{"total_tokens":100,"input_tokens":50,"output_tokens":50,"input_tokens_details":{"text_tokens":10,"image_tokens":40}}}
+      description: |
+        Creates an image given a prompt. [Learn more](https://platform.openai.com/docs/guides/images).
+  /images/variations:
+    post:
+      operationId: createImageVariation
+      tags:
+        - Images
+      summary: Create image variation
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateImageVariationRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ImagesResponse'
+      x-oaiMeta:
+        name: Create image variation
+        group: images
+        returns: Returns a list of [image](https://platform.openai.com/docs/api-reference/images/object) objects.
+        examples:
+          response: |
+            {
+              "created": 1589478378,
+              "data": [
+                {
+                  "url": "https://..."
+                },
+                {
+                  "url": "https://..."
+                }
+              ]
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/images/variations \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -F image="@otter.png" \
+                -F n=2 \
+                -F size="1024x1024"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              images_response = client.images.create_variation(
+                  image=b"raw file contents",
+              )
+              print(images_response.created)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const imagesResponse = await client.images.createVariation({ image:
+              fs.createReadStream('otter.png') });
+
+
+              console.log(imagesResponse.created);
+            csharp: |
+              using System;
+
+              using OpenAI.Images;
+
+              ImageClient client = new(
+                  model: "dall-e-2",
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+              GeneratedImage image = client.GenerateImageVariation(imageFilePath: "otter.png");
+
+              Console.WriteLine(image.ImageUri);
+            go: |
+              package main
+
+              import (
+                "bytes"
+                "context"
+                "fmt"
+                "io"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                imagesResponse, err := client.Images.NewVariation(context.TODO(), openai.ImageNewVariationParams{
+                  Image: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", imagesResponse.Created)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.images.ImageCreateVariationParams;
+              import com.openai.models.images.ImagesResponse;
+              import java.io.ByteArrayInputStream;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ImageCreateVariationParams params = ImageCreateVariationParams.builder()
+                          .image(ByteArrayInputStream("some content".getBytes()))
+                          .build();
+                      ImagesResponse imagesResponse = client.images().createVariation(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              images_response = openai.images.create_variation(image: Pathname(__FILE__))
+
+              puts(images_response)
+      description: Creates a variation of a given image. This endpoint only supports `dall-e-2`.
+  /models:
+    get:
+      operationId: listModels
+      tags:
+        - Models
+      summary: List models
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListModelsResponse'
+      x-oaiMeta:
+        name: List models
+        group: models
+        returns: A list of [model](https://platform.openai.com/docs/api-reference/models/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "model-id-0",
+                  "object": "model",
+                  "created": 1686935002,
+                  "owned_by": "organization-owner"
+                },
+                {
+                  "id": "model-id-1",
+                  "object": "model",
+                  "created": 1686935002,
+                  "owned_by": "organization-owner",
+                },
+                {
+                  "id": "model-id-2",
+                  "object": "model",
+                  "created": 1686935002,
+                  "owned_by": "openai"
+                },
+              ],
+              "object": "list"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/models \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.models.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const model of client.models.list()) {
+                console.log(model.id);
+              }
+            csharp: |
+              using System;
+
+              using OpenAI.Models;
+
+              OpenAIModelClient client = new(
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+              foreach (var model in client.GetModels().Value)
+              {
+                  Console.WriteLine(model.Id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Models.List(context.TODO())
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.models.ModelListPage;
+              import com.openai.models.models.ModelListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ModelListPage page = client.models().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.models.list
+
+              puts(page)
+      description: >-
+        Lists the currently available models, and provides basic information about each one such as the owner
+        and availability.
+  /models/{model}:
+    get:
+      operationId: retrieveModel
+      tags:
+        - Models
+      summary: Retrieve model
+      parameters:
+        - in: path
+          name: model
+          required: true
+          schema:
+            type: string
+            example: gpt-4o-mini
+          description: The ID of the model to use for this request
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Model'
+      x-oaiMeta:
+        name: Retrieve model
+        group: models
+        returns: >-
+          The [model](https://platform.openai.com/docs/api-reference/models/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "VAR_chat_model_id",
+              "object": "model",
+              "created": 1686935002,
+              "owned_by": "openai"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/models/VAR_chat_model_id \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              model = client.models.retrieve(
+                  "gpt-4o-mini",
+              )
+              print(model.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const model = await client.models.retrieve('gpt-4o-mini');
+
+              console.log(model.id);
+            csharp: |
+              using System;
+              using System.ClientModel;
+
+              using OpenAI.Models;
+
+                OpenAIModelClient client = new(
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+              ClientResult<OpenAIModel> model = client.GetModel("babbage-002");
+              Console.WriteLine(model.Value.Id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                model, err := client.Models.Get(context.TODO(), "gpt-4o-mini")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", model.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.models.Model;
+              import com.openai.models.models.ModelRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Model model = client.models().retrieve("gpt-4o-mini");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              model = openai.models.retrieve("gpt-4o-mini")
+
+              puts(model)
+      description: >-
+        Retrieves a model instance, providing basic information about the model such as the owner and
+        permissioning.
+    delete:
+      operationId: deleteModel
+      tags:
+        - Models
+      summary: Delete a fine-tuned model
+      parameters:
+        - in: path
+          name: model
+          required: true
+          schema:
+            type: string
+            example: ft:gpt-4o-mini:acemeco:suffix:abc123
+          description: The model to delete
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteModelResponse'
+      x-oaiMeta:
+        name: Delete a fine-tuned model
+        group: models
+        returns: Deletion status.
+        examples:
+          response: |
+            {
+              "id": "ft:gpt-4o-mini:acemeco:suffix:abc123",
+              "object": "model",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/models/ft:gpt-4o-mini:acemeco:suffix:abc123 \
+                -X DELETE \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              model_deleted = client.models.delete(
+                  "ft:gpt-4o-mini:acemeco:suffix:abc123",
+              )
+              print(model_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const modelDeleted = await client.models.delete('ft:gpt-4o-mini:acemeco:suffix:abc123');
+
+              console.log(modelDeleted.id);
+            csharp: |
+              using System;
+              using System.ClientModel;
+
+              using OpenAI.Models;
+
+              OpenAIModelClient client = new(
+                  apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+              );
+
+              ClientResult success = client.DeleteModel("ft:gpt-4o-mini:acemeco:suffix:abc123");
+              Console.WriteLine(success);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                modelDeleted, err := client.Models.Delete(context.TODO(), "ft:gpt-4o-mini:acemeco:suffix:abc123")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", modelDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.models.ModelDeleteParams;
+              import com.openai.models.models.ModelDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ModelDeleted modelDeleted = client.models().delete("ft:gpt-4o-mini:acemeco:suffix:abc123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              model_deleted = openai.models.delete("ft:gpt-4o-mini:acemeco:suffix:abc123")
+
+              puts(model_deleted)
+      description: Delete a fine-tuned model. You must have the Owner role in your organization to delete a model.
+  /moderations:
+    post:
+      operationId: createModeration
+      tags:
+        - Moderations
+      summary: Create moderation
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateModerationRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/CreateModerationResponse'
+      x-oaiMeta:
+        name: Create moderation
+        group: moderations
+        returns: A [moderation](https://platform.openai.com/docs/api-reference/moderations/object) object.
+        examples:
+          - title: Single string
+            request:
+              curl: |
+                curl https://api.openai.com/v1/moderations \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "input": "I want to kill them."
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                moderation = client.moderations.create(
+                    input="I want to kill them.",
+                )
+                print(moderation.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const moderation = await client.moderations.create({ input: 'I want to kill them.' });
+
+                console.log(moderation.id);
+              csharp: |
+                using System;
+                using System.ClientModel;
+
+                using OpenAI.Moderations;
+
+                ModerationClient client = new(
+                    model: "omni-moderation-latest",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ClientResult<ModerationResult> moderation = client.ClassifyText("I want to kill them.");
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  moderation, err := client.Moderations.New(context.TODO(), openai.ModerationNewParams{
+                    Input: openai.ModerationNewParamsInputUnion{
+                      OfString: openai.String("I want to kill them."),
+                    },
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", moderation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.moderations.ModerationCreateParams;
+                import com.openai.models.moderations.ModerationCreateResponse;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ModerationCreateParams params = ModerationCreateParams.builder()
+                            .input("I want to kill them.")
+                            .build();
+                        ModerationCreateResponse moderation = client.moderations().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                moderation = openai.moderations.create(input: "I want to kill them.")
+
+                puts(moderation)
+            response: |
+              {
+                "id": "modr-AB8CjOTu2jiq12hp1AQPfeqFWaORR",
+                "model": "text-moderation-007",
+                "results": [
+                  {
+                    "flagged": true,
+                    "categories": {
+                      "sexual": false,
+                      "hate": false,
+                      "harassment": true,
+                      "self-harm": false,
+                      "sexual/minors": false,
+                      "hate/threatening": false,
+                      "violence/graphic": false,
+                      "self-harm/intent": false,
+                      "self-harm/instructions": false,
+                      "harassment/threatening": true,
+                      "violence": true
+                    },
+                    "category_scores": {
+                      "sexual": 0.000011726012417057063,
+                      "hate": 0.22706663608551025,
+                      "harassment": 0.5215635299682617,
+                      "self-harm": 2.227119921371923e-6,
+                      "sexual/minors": 7.107352217872176e-8,
+                      "hate/threatening": 0.023547329008579254,
+                      "violence/graphic": 0.00003391829886822961,
+                      "self-harm/intent": 1.646940972932498e-6,
+                      "self-harm/instructions": 1.1198755256458526e-9,
+                      "harassment/threatening": 0.5694745779037476,
+                      "violence": 0.9971134662628174
+                    }
+                  }
+                ]
+              }
+          - title: Image and text
+            request:
+              curl: |
+                curl https://api.openai.com/v1/moderations \
+                  -X POST \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "omni-moderation-latest",
+                    "input": [
+                      { "type": "text", "text": "...text to classify goes here..." },
+                      {
+                        "type": "image_url",
+                        "image_url": {
+                          "url": "https://example.com/image.png"
+                        }
+                      }
+                    ]
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                moderation = client.moderations.create(
+                    input="I want to kill them.",
+                )
+                print(moderation.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const moderation = await client.moderations.create({ input: 'I want to kill them.' });
+
+                console.log(moderation.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  moderation, err := client.Moderations.New(context.TODO(), openai.ModerationNewParams{
+                    Input: openai.ModerationNewParamsInputUnion{
+                      OfString: openai.String("I want to kill them."),
+                    },
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", moderation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.moderations.ModerationCreateParams;
+                import com.openai.models.moderations.ModerationCreateResponse;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ModerationCreateParams params = ModerationCreateParams.builder()
+                            .input("I want to kill them.")
+                            .build();
+                        ModerationCreateResponse moderation = client.moderations().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                moderation = openai.moderations.create(input: "I want to kill them.")
+
+                puts(moderation)
+            response: |
+              {
+                "id": "modr-0d9740456c391e43c445bf0f010940c7",
+                "model": "omni-moderation-latest",
+                "results": [
+                  {
+                    "flagged": true,
+                    "categories": {
+                      "harassment": true,
+                      "harassment/threatening": true,
+                      "sexual": false,
+                      "hate": false,
+                      "hate/threatening": false,
+                      "illicit": false,
+                      "illicit/violent": false,
+                      "self-harm/intent": false,
+                      "self-harm/instructions": false,
+                      "self-harm": false,
+                      "sexual/minors": false,
+                      "violence": true,
+                      "violence/graphic": true
+                    },
+                    "category_scores": {
+                      "harassment": 0.8189693396524255,
+                      "harassment/threatening": 0.804985420696006,
+                      "sexual": 1.573112165348997e-6,
+                      "hate": 0.007562942636942845,
+                      "hate/threatening": 0.004208854591835476,
+                      "illicit": 0.030535955153511665,
+                      "illicit/violent": 0.008925306722380033,
+                      "self-harm/intent": 0.00023023930975076432,
+                      "self-harm/instructions": 0.0002293869201073356,
+                      "self-harm": 0.012598046106750154,
+                      "sexual/minors": 2.212566909570261e-8,
+                      "violence": 0.9999992735124786,
+                      "violence/graphic": 0.843064871157054
+                    },
+                    "category_applied_input_types": {
+                      "harassment": [
+                        "text"
+                      ],
+                      "harassment/threatening": [
+                        "text"
+                      ],
+                      "sexual": [
+                        "text",
+                        "image"
+                      ],
+                      "hate": [
+                        "text"
+                      ],
+                      "hate/threatening": [
+                        "text"
+                      ],
+                      "illicit": [
+                        "text"
+                      ],
+                      "illicit/violent": [
+                        "text"
+                      ],
+                      "self-harm/intent": [
+                        "text",
+                        "image"
+                      ],
+                      "self-harm/instructions": [
+                        "text",
+                        "image"
+                      ],
+                      "self-harm": [
+                        "text",
+                        "image"
+                      ],
+                      "sexual/minors": [
+                        "text"
+                      ],
+                      "violence": [
+                        "text",
+                        "image"
+                      ],
+                      "violence/graphic": [
+                        "text",
+                        "image"
+                      ]
+                    }
+                  }
+                ]
+              }
+      description: |
+        Classifies if text and/or image inputs are potentially harmful. Learn
+        more in the [moderation guide](https://platform.openai.com/docs/guides/moderation).
+  /organization/admin_api_keys:
+    get:
+      summary: List all organization and project API keys.
+      operationId: admin-api-keys-list
+      description: List organization API keys
+      parameters:
+        - in: query
+          name: after
+          required: false
+          schema:
+            type: string
+            nullable: true
+            description: Return keys with IDs that come after this ID in the pagination order.
+        - in: query
+          name: order
+          required: false
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+            default: asc
+            description: Order results by creation time, ascending or descending.
+        - in: query
+          name: limit
+          required: false
+          schema:
+            type: integer
+            default: 20
+            description: Maximum number of keys to return.
+      responses:
+        '200':
+          description: A list of organization API keys.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ApiKeyList'
+      x-oaiMeta:
+        name: List all organization and project API keys.
+        group: administration
+        returns: A list of admin and project API key objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "organization.admin_api_key",
+                  "id": "key_abc",
+                  "name": "Main Admin Key",
+                  "redacted_value": "sk-admin...def",
+                  "created_at": 1711471533,
+                  "last_used_at": 1711471534,
+                  "owner": {
+                    "type": "service_account",
+                    "object": "organization.service_account",
+                    "id": "sa_456",
+                    "name": "My Service Account",
+                    "created_at": 1711471533,
+                    "role": "member"
+                  }
+                }
+              ],
+              "first_id": "key_abc",
+              "last_id": "key_abc",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/admin_api_keys?after=key_abc&limit=20 \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+    post:
+      summary: Create admin API key
+      operationId: admin-api-keys-create
+      description: Create an organization admin API key
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              required:
+                - name
+              properties:
+                name:
+                  type: string
+                  example: New Admin Key
+      responses:
+        '200':
+          description: The newly created admin API key.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AdminApiKey'
+      x-oaiMeta:
+        name: Create admin API key
+        group: administration
+        returns: >-
+          The created [AdminApiKey](https://platform.openai.com/docs/api-reference/admin-api-keys/object)
+          object.
+        examples:
+          response: |
+            {
+              "object": "organization.admin_api_key",
+              "id": "key_xyz",
+              "name": "New Admin Key",
+              "redacted_value": "sk-admin...xyz",
+              "created_at": 1711471533,
+              "last_used_at": 1711471534,
+              "owner": {
+                "type": "user",
+                "object": "organization.user",
+                "id": "user_123",
+                "name": "John Doe",
+                "created_at": 1711471533,
+                "role": "owner"
+              },
+              "value": "sk-admin-1234abcd"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/admin_api_keys \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "name": "New Admin Key"
+                }'
+  /organization/admin_api_keys/{key_id}:
+    get:
+      summary: Retrieve admin API key
+      operationId: admin-api-keys-get
+      description: Retrieve a single organization API key
+      parameters:
+        - in: path
+          name: key_id
+          required: true
+          schema:
+            type: string
+            description: The ID of the API key.
+      responses:
+        '200':
+          description: Details of the requested API key.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AdminApiKey'
+      x-oaiMeta:
+        name: Retrieve admin API key
+        group: administration
+        returns: >-
+          The requested [AdminApiKey](https://platform.openai.com/docs/api-reference/admin-api-keys/object)
+          object.
+        examples:
+          response: |
+            {
+              "object": "organization.admin_api_key",
+              "id": "key_abc",
+              "name": "Main Admin Key",
+              "redacted_value": "sk-admin...xyz",
+              "created_at": 1711471533,
+              "last_used_at": 1711471534,
+              "owner": {
+                "type": "user",
+                "object": "organization.user",
+                "id": "user_123",
+                "name": "John Doe",
+                "created_at": 1711471533,
+                "role": "owner"
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/admin_api_keys/key_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+    delete:
+      summary: Delete admin API key
+      operationId: admin-api-keys-delete
+      description: Delete an organization admin API key
+      parameters:
+        - in: path
+          name: key_id
+          required: true
+          schema:
+            type: string
+            description: The ID of the API key to be deleted.
+      responses:
+        '200':
+          description: Confirmation that the API key was deleted.
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  id:
+                    type: string
+                    example: key_abc
+                  object:
+                    type: string
+                    example: organization.admin_api_key.deleted
+                  deleted:
+                    type: boolean
+                    example: true
+      x-oaiMeta:
+        name: Delete admin API key
+        group: administration
+        returns: A confirmation object indicating the key was deleted.
+        examples:
+          response: |
+            {
+              "id": "key_abc",
+              "object": "organization.admin_api_key.deleted",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/admin_api_keys/key_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+  /organization/audit_logs:
+    get:
+      summary: List audit logs
+      operationId: list-audit-logs
+      tags:
+        - Audit Logs
+      parameters:
+        - name: effective_at
+          in: query
+          description: Return only events whose `effective_at` (Unix seconds) is in this range.
+          required: false
+          schema:
+            type: object
+            properties:
+              gt:
+                type: integer
+                description: Return only events whose `effective_at` (Unix seconds) is greater than this value.
+              gte:
+                type: integer
+                description: >-
+                  Return only events whose `effective_at` (Unix seconds) is greater than or equal to this
+                  value.
+              lt:
+                type: integer
+                description: Return only events whose `effective_at` (Unix seconds) is less than this value.
+              lte:
+                type: integer
+                description: Return only events whose `effective_at` (Unix seconds) is less than or equal to this value.
+        - name: project_ids[]
+          in: query
+          description: Return only events for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: event_types[]
+          in: query
+          description: >-
+            Return only events with a `type` in one of these values. For example, `project.created`. For all
+            options, see the documentation for the [audit log
+            object](https://platform.openai.com/docs/api-reference/audit-logs/object).
+          required: false
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/AuditLogEventType'
+        - name: actor_ids[]
+          in: query
+          description: >-
+            Return only events performed by these actors. Can be a user ID, a service account ID, or an api
+            key tracking ID.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: actor_emails[]
+          in: query
+          description: Return only events performed by users with these emails.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: resource_ids[]
+          in: query
+          description: Return only events performed on these targets. For example, a project ID updated.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Audit logs listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListAuditLogsResponse'
+      x-oaiMeta:
+        name: List audit logs
+        group: audit-logs
+        returns: >-
+          A list of paginated [Audit Log](https://platform.openai.com/docs/api-reference/audit-logs/object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "id": "audit_log-xxx_yyyymmdd",
+                        "type": "project.archived",
+                        "effective_at": 1722461446,
+                        "actor": {
+                            "type": "api_key",
+                            "api_key": {
+                                "type": "user",
+                                "user": {
+                                    "id": "user-xxx",
+                                    "email": "user@example.com"
+                                }
+                            }
+                        },
+                        "project.archived": {
+                            "id": "proj_abc"
+                        },
+                    },
+                    {
+                        "id": "audit_log-yyy__20240101",
+                        "type": "api_key.updated",
+                        "effective_at": 1720804190,
+                        "actor": {
+                            "type": "session",
+                            "session": {
+                                "user": {
+                                    "id": "user-xxx",
+                                    "email": "user@example.com"
+                                },
+                                "ip_address": "127.0.0.1",
+                                "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
+                                "ja3": "a497151ce4338a12c4418c44d375173e",
+                                "ja4": "q13d0313h3_55b375c5d22e_c7319ce65786",
+                                "ip_address_details": {
+                                  "country": "US",
+                                  "city": "San Francisco",
+                                  "region": "California",
+                                  "region_code": "CA",
+                                  "asn": "1234",
+                                  "latitude": "37.77490",
+                                  "longitude": "-122.41940"
+                                }
+                            }
+                        },
+                        "api_key.updated": {
+                            "id": "key_xxxx",
+                            "data": {
+                                "scopes": ["resource_2.operation_2"]
+                            }
+                        },
+                    }
+                ],
+                "first_id": "audit_log-xxx__20240101",
+                "last_id": "audit_log_yyy__20240101",
+                "has_more": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/audit_logs \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: List user actions and configuration changes within this organization.
+  /organization/certificates:
+    get:
+      summary: List organization certificates
+      operationId: listOrganizationCertificates
+      tags:
+        - Certificates
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+      responses:
+        '200':
+          description: Certificates listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: List organization certificates
+        group: administration
+        returns: A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/certificates \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY"
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "organization.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+              "first_id": "cert_abc",
+              "last_id": "cert_abc",
+              "has_more": false
+            }
+      description: List uploaded certificates for this organization.
+    post:
+      summary: Upload certificate
+      operationId: uploadCertificate
+      tags:
+        - Certificates
+      requestBody:
+        description: The certificate upload payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/UploadCertificateRequest'
+      responses:
+        '200':
+          description: Certificate uploaded successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Certificate'
+      x-oaiMeta:
+        name: Upload certificate
+        group: administration
+        returns: A single [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) object.
+        examples:
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/certificates \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "name": "My Example Certificate",
+                "certificate": "-----BEGIN CERTIFICATE-----\\nMIIDeT...\\n-----END CERTIFICATE-----"
+              }'
+          response: |
+            {
+              "object": "certificate",
+              "id": "cert_abc",
+              "name": "My Example Certificate",
+              "created_at": 1234567,
+              "certificate_details": {
+                "valid_at": 12345667,
+                "expires_at": 12345678
+              }
+            }
+      description: |
+        Upload a certificate to the organization. This does **not** automatically activate the certificate.
+
+        Organizations can upload up to 50 certificates.
+  /organization/certificates/activate:
+    post:
+      summary: Activate certificates for organization
+      operationId: activateOrganizationCertificates
+      tags:
+        - Certificates
+      requestBody:
+        description: The certificate activation payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ToggleCertificatesRequest'
+      responses:
+        '200':
+          description: Certificates activated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: Activate certificates for organization
+        group: administration
+        returns: >-
+          A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects
+          that were activated.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/certificates/activate \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "data": ["cert_abc", "cert_def"]
+              }'
+          response: |
+            {
+              "object": "organization.certificate.activation",
+              "data": [
+                {
+                  "object": "organization.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+                {
+                  "object": "organization.certificate",
+                  "id": "cert_def",
+                  "name": "My Example Certificate 2",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+            }
+      description: |
+        Activate certificates at the organization level.
+
+        You can atomically and idempotently activate up to 10 certificates at a time.
+  /organization/certificates/deactivate:
+    post:
+      summary: Deactivate certificates for organization
+      operationId: deactivateOrganizationCertificates
+      tags:
+        - Certificates
+      requestBody:
+        description: The certificate deactivation payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ToggleCertificatesRequest'
+      responses:
+        '200':
+          description: Certificates deactivated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: Deactivate certificates for organization
+        group: administration
+        returns: >-
+          A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects
+          that were deactivated.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/certificates/deactivate \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "data": ["cert_abc", "cert_def"]
+              }'
+          response: |
+            {
+              "object": "organization.certificate.deactivation",
+              "data": [
+                {
+                  "object": "organization.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": false,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+                {
+                  "object": "organization.certificate",
+                  "id": "cert_def",
+                  "name": "My Example Certificate 2",
+                  "active": false,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+            }
+      description: |
+        Deactivate certificates at the organization level.
+
+        You can atomically and idempotently deactivate up to 10 certificates at a time.
+  /organization/certificates/{certificate_id}:
+    get:
+      summary: Get certificate
+      operationId: getCertificate
+      tags:
+        - Certificates
+      parameters:
+        - name: certificate_id
+          in: path
+          description: Unique ID of the certificate to retrieve.
+          required: true
+          schema:
+            type: string
+        - name: include
+          in: query
+          description: >-
+            A list of additional fields to include in the response. Currently the only supported value is
+            `content` to fetch the PEM content of the certificate.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - content
+      responses:
+        '200':
+          description: Certificate retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Certificate'
+      x-oaiMeta:
+        name: Get certificate
+        group: administration
+        returns: A single [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) object.
+        examples:
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/certificates/cert_abc?include[]=content" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY"
+          response: |
+            {
+              "object": "certificate",
+              "id": "cert_abc",
+              "name": "My Example Certificate",
+              "created_at": 1234567,
+              "certificate_details": {
+                "valid_at": 1234567,
+                "expires_at": 12345678,
+                "content": "-----BEGIN CERTIFICATE-----MIIDeT...-----END CERTIFICATE-----"
+              }
+            }
+      description: |
+        Get a certificate that has been uploaded to the organization.
+
+        You can get a certificate regardless of whether it is active or not.
+    post:
+      summary: Modify certificate
+      operationId: modifyCertificate
+      tags:
+        - Certificates
+      requestBody:
+        description: The certificate modification payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModifyCertificateRequest'
+      responses:
+        '200':
+          description: Certificate modified successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Certificate'
+      x-oaiMeta:
+        name: Modify certificate
+        group: administration
+        returns: >-
+          The updated [Certificate](https://platform.openai.com/docs/api-reference/certificates/object)
+          object.
+        examples:
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/certificates/cert_abc \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "name": "Renamed Certificate"
+              }'
+          response: |
+            {
+              "object": "certificate",
+              "id": "cert_abc",
+              "name": "Renamed Certificate",
+              "created_at": 1234567,
+              "certificate_details": {
+                "valid_at": 12345667,
+                "expires_at": 12345678
+              }
+            }
+      description: |
+        Modify a certificate. Note that only the name can be modified.
+    delete:
+      summary: Delete certificate
+      operationId: deleteCertificate
+      tags:
+        - Certificates
+      responses:
+        '200':
+          description: Certificate deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteCertificateResponse'
+      x-oaiMeta:
+        name: Delete certificate
+        group: administration
+        returns: A confirmation object indicating the certificate was deleted.
+        examples:
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/certificates/cert_abc \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY"
+          response: |
+            {
+              "object": "certificate.deleted",
+              "id": "cert_abc"
+            }
+      description: |
+        Delete a certificate from the organization.
+
+        The certificate must be inactive for the organization and all projects.
+  /organization/costs:
+    get:
+      summary: Costs
+      operationId: usage-costs
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: Width of each time bucket in response. Currently only `1d` is supported, default to `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only costs for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the costs by the specified fields. Support fields include `project_id`, `line_item` and any
+            combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - line_item
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of buckets to be returned. Limit can range between 1 and 180, and the
+            default is 7.
+          required: false
+          schema:
+            type: integer
+            default: 7
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Costs data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Costs
+        group: usage-costs
+        returns: >-
+          A list of paginated, time bucketed
+          [Costs](https://platform.openai.com/docs/api-reference/usage/costs_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.costs.result",
+                                "amount": {
+                                    "value": 0.06,
+                                    "currency": "usd"
+                                },
+                                "line_item": null,
+                                "project_id": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/costs?start_time=1730419200&limit=1" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: Get costs details for the organization.
+  /organization/invites:
+    get:
+      summary: List invites
+      operationId: list-invites
+      tags:
+        - Invites
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Invites listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/InviteListResponse'
+      x-oaiMeta:
+        name: List invites
+        group: administration
+        returns: A list of [Invite](https://platform.openai.com/docs/api-reference/invite/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "organization.invite",
+                  "id": "invite-abc",
+                  "email": "user@example.com",
+                  "role": "owner",
+                  "status": "accepted",
+                  "invited_at": 1711471533,
+                  "expires_at": 1711471533,
+                  "accepted_at": 1711471533
+                }
+              ],
+              "first_id": "invite-abc",
+              "last_id": "invite-abc",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/invites?after=invite-abc&limit=20 \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Returns a list of invites in the organization.
+    post:
+      summary: Create invite
+      operationId: inviteUser
+      tags:
+        - Invites
+      requestBody:
+        description: The invite request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/InviteRequest'
+      responses:
+        '200':
+          description: User invited successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Invite'
+      x-oaiMeta:
+        name: Create invite
+        group: administration
+        returns: The created [Invite](https://platform.openai.com/docs/api-reference/invite/object) object.
+        examples:
+          response: |
+            {
+              "object": "organization.invite",
+              "id": "invite-def",
+              "email": "anotheruser@example.com",
+              "role": "reader",
+              "status": "pending",
+              "invited_at": 1711471533,
+              "expires_at": 1711471533,
+              "accepted_at": null,
+              "projects": [
+                {
+                  "id": "project-xyz",
+                  "role": "member"
+                },
+                {
+                  "id": "project-abc",
+                  "role": "owner"
+                }
+              ]
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/invites \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "email": "anotheruser@example.com",
+                    "role": "reader",
+                    "projects": [
+                      {
+                        "id": "project-xyz",
+                        "role": "member"
+                      },
+                      {
+                        "id": "project-abc",
+                        "role": "owner"
+                      }
+                    ]
+                }'
+      description: >-
+        Create an invite for a user to the organization. The invite must be accepted by the user before they
+        have access to the organization.
+  /organization/invites/{invite_id}:
+    get:
+      summary: Retrieve invite
+      operationId: retrieve-invite
+      tags:
+        - Invites
+      parameters:
+        - in: path
+          name: invite_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the invite to retrieve.
+      responses:
+        '200':
+          description: Invite retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Invite'
+      x-oaiMeta:
+        name: Retrieve invite
+        group: administration
+        returns: >-
+          The [Invite](https://platform.openai.com/docs/api-reference/invite/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+                "object": "organization.invite",
+                "id": "invite-abc",
+                "email": "user@example.com",
+                "role": "owner",
+                "status": "accepted",
+                "invited_at": 1711471533,
+                "expires_at": 1711471533,
+                "accepted_at": 1711471533
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/invites/invite-abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves an invite.
+    delete:
+      summary: Delete invite
+      operationId: delete-invite
+      tags:
+        - Invites
+      parameters:
+        - in: path
+          name: invite_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the invite to delete.
+      responses:
+        '200':
+          description: Invite deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/InviteDeleteResponse'
+      x-oaiMeta:
+        name: Delete invite
+        group: administration
+        returns: Confirmation that the invite has been deleted
+        examples:
+          response: |
+            {
+                "object": "organization.invite.deleted",
+                "id": "invite-abc",
+                "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/invites/invite-abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Delete an invite. If the invite has already been accepted, it cannot be deleted.
+  /organization/projects:
+    get:
+      summary: List projects
+      operationId: list-projects
+      tags:
+        - Projects
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+        - name: include_archived
+          in: query
+          schema:
+            type: boolean
+            default: false
+          description: >-
+            If `true` returns all projects including those that have been `archived`. Archived projects are
+            not included by default.
+      responses:
+        '200':
+          description: Projects listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectListResponse'
+      x-oaiMeta:
+        name: List projects
+        group: administration
+        returns: A list of [Project](https://platform.openai.com/docs/api-reference/projects/object) objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "id": "proj_abc",
+                        "object": "organization.project",
+                        "name": "Project example",
+                        "created_at": 1711471533,
+                        "archived_at": null,
+                        "status": "active"
+                    }
+                ],
+                "first_id": "proj-abc",
+                "last_id": "proj-xyz",
+                "has_more": false
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/organization/projects?after=proj_abc&limit=20&include_archived=false \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Returns a list of projects.
+    post:
+      summary: Create project
+      operationId: create-project
+      tags:
+        - Projects
+      requestBody:
+        description: The project create request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectCreateRequest'
+      responses:
+        '200':
+          description: Project created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Project'
+      x-oaiMeta:
+        name: Create project
+        group: administration
+        returns: The created [Project](https://platform.openai.com/docs/api-reference/projects/object) object.
+        examples:
+          response: |
+            {
+                "id": "proj_abc",
+                "object": "organization.project",
+                "name": "Project ABC",
+                "created_at": 1711471533,
+                "archived_at": null,
+                "status": "active"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "name": "Project ABC"
+                }'
+      description: Create a new project in the organization. Projects can be created and archived, but cannot be deleted.
+  /organization/projects/{project_id}:
+    get:
+      summary: Retrieve project
+      operationId: retrieve-project
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Project'
+      x-oaiMeta:
+        name: Retrieve project
+        group: administration
+        description: Retrieve a project.
+        returns: >-
+          The [Project](https://platform.openai.com/docs/api-reference/projects/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+                "id": "proj_abc",
+                "object": "organization.project",
+                "name": "Project example",
+                "created_at": 1711471533,
+                "archived_at": null,
+                "status": "active"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves a project.
+    post:
+      summary: Modify project
+      operationId: modify-project
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The project update request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectUpdateRequest'
+      responses:
+        '200':
+          description: Project updated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Project'
+        '400':
+          description: Error response when updating the default project.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Modify project
+        group: administration
+        returns: The updated [Project](https://platform.openai.com/docs/api-reference/projects/object) object.
+        examples:
+          response: ''
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "name": "Project DEF"
+                }'
+      description: Modifies a project in the organization.
+  /organization/projects/{project_id}/api_keys:
+    get:
+      summary: List project API keys
+      operationId: list-project-api-keys
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project API keys listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectApiKeyListResponse'
+      x-oaiMeta:
+        name: List project API keys
+        group: administration
+        returns: >-
+          A list of [ProjectApiKey](https://platform.openai.com/docs/api-reference/project-api-keys/object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "object": "organization.project.api_key",
+                        "redacted_value": "sk-abc...def",
+                        "name": "My API Key",
+                        "created_at": 1711471533,
+                        "last_used_at": 1711471534,
+                        "id": "key_abc",
+                        "owner": {
+                            "type": "user",
+                            "user": {
+                                "object": "organization.project.user",
+                                "id": "user_abc",
+                                "name": "First Last",
+                                "email": "user@example.com",
+                                "role": "owner",
+                                "added_at": 1711471533
+                            }
+                        }
+                    }
+                ],
+                "first_id": "key_abc",
+                "last_id": "key_xyz",
+                "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/api_keys?after=key_abc&limit=20 \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Returns a list of API keys in the project.
+  /organization/projects/{project_id}/api_keys/{key_id}:
+    get:
+      summary: Retrieve project API key
+      operationId: retrieve-project-api-key
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: key_id
+          in: path
+          description: The ID of the API key.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project API key retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectApiKey'
+      x-oaiMeta:
+        name: Retrieve project API key
+        group: administration
+        returns: >-
+          The [ProjectApiKey](https://platform.openai.com/docs/api-reference/project-api-keys/object) object
+          matching the specified ID.
+        examples:
+          response: |
+            {
+                "object": "organization.project.api_key",
+                "redacted_value": "sk-abc...def",
+                "name": "My API Key",
+                "created_at": 1711471533,
+                "last_used_at": 1711471534,
+                "id": "key_abc",
+                "owner": {
+                    "type": "user",
+                    "user": {
+                        "object": "organization.project.user",
+                        "id": "user_abc",
+                        "name": "First Last",
+                        "email": "user@example.com",
+                        "role": "owner",
+                        "added_at": 1711471533
+                    }
+                }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves an API key in the project.
+    delete:
+      summary: Delete project API key
+      operationId: delete-project-api-key
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: key_id
+          in: path
+          description: The ID of the API key.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project API key deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectApiKeyDeleteResponse'
+        '400':
+          description: Error response for various conditions.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Delete project API key
+        group: administration
+        returns: Confirmation of the key's deletion or an error if the key belonged to a service account
+        examples:
+          response: |
+            {
+                "object": "organization.project.api_key.deleted",
+                "id": "key_abc",
+                "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/projects/proj_abc/api_keys/key_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Deletes an API key from the project.
+  /organization/projects/{project_id}/archive:
+    post:
+      summary: Archive project
+      operationId: archive-project
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project archived successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Project'
+      x-oaiMeta:
+        name: Archive project
+        group: administration
+        returns: The archived [Project](https://platform.openai.com/docs/api-reference/projects/object) object.
+        examples:
+          response: |
+            {
+                "id": "proj_abc",
+                "object": "organization.project",
+                "name": "Project DEF",
+                "created_at": 1711471533,
+                "archived_at": 1711471533,
+                "status": "archived"
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc/archive \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Archives a project in the organization. Archived projects cannot be used or updated.
+  /organization/projects/{project_id}/certificates:
+    get:
+      summary: List project certificates
+      operationId: listProjectCertificates
+      tags:
+        - Certificates
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+      responses:
+        '200':
+          description: Certificates listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: List project certificates
+        group: administration
+        returns: A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/certificates \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY"
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "object": "organization.project.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+              "first_id": "cert_abc",
+              "last_id": "cert_abc",
+              "has_more": false
+            }
+      description: List certificates for this project.
+  /organization/projects/{project_id}/certificates/activate:
+    post:
+      summary: Activate certificates for project
+      operationId: activateProjectCertificates
+      tags:
+        - Certificates
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The certificate activation payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ToggleCertificatesRequest'
+      responses:
+        '200':
+          description: Certificates activated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: Activate certificates for project
+        group: administration
+        returns: >-
+          A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects
+          that were activated.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/certificates/activate \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "data": ["cert_abc", "cert_def"]
+              }'
+          response: |
+            {
+              "object": "organization.project.certificate.activation",
+              "data": [
+                {
+                  "object": "organization.project.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+                {
+                  "object": "organization.project.certificate",
+                  "id": "cert_def",
+                  "name": "My Example Certificate 2",
+                  "active": true,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+            }
+      description: |
+        Activate certificates at the project level.
+
+        You can atomically and idempotently activate up to 10 certificates at a time.
+  /organization/projects/{project_id}/certificates/deactivate:
+    post:
+      summary: Deactivate certificates for project
+      operationId: deactivateProjectCertificates
+      tags:
+        - Certificates
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The certificate deactivation payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ToggleCertificatesRequest'
+      responses:
+        '200':
+          description: Certificates deactivated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListCertificatesResponse'
+      x-oaiMeta:
+        name: Deactivate certificates for project
+        group: administration
+        returns: >-
+          A list of [Certificate](https://platform.openai.com/docs/api-reference/certificates/object) objects
+          that were deactivated.
+        examples:
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/certificates/deactivate \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{
+                "data": ["cert_abc", "cert_def"]
+              }'
+          response: |
+            {
+              "object": "organization.project.certificate.deactivation",
+              "data": [
+                {
+                  "object": "organization.project.certificate",
+                  "id": "cert_abc",
+                  "name": "My Example Certificate",
+                  "active": false,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+                {
+                  "object": "organization.project.certificate",
+                  "id": "cert_def",
+                  "name": "My Example Certificate 2",
+                  "active": false,
+                  "created_at": 1234567,
+                  "certificate_details": {
+                    "valid_at": 12345667,
+                    "expires_at": 12345678
+                  }
+                },
+              ],
+            }
+      description: |
+        Deactivate certificates at the project level. You can atomically and
+        idempotently deactivate up to 10 certificates at a time.
+  /organization/projects/{project_id}/rate_limits:
+    get:
+      summary: List project rate limits
+      operationId: list-project-rate-limits
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: |
+            A limit on the number of objects to be returned. The default is 100.
+          required: false
+          schema:
+            type: integer
+            default: 100
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, beginning with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          required: false
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project rate limits listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectRateLimitListResponse'
+      x-oaiMeta:
+        name: List project rate limits
+        group: administration
+        returns: >-
+          A list of
+          [ProjectRateLimit](https://platform.openai.com/docs/api-reference/project-rate-limits/object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                      "object": "project.rate_limit",
+                      "id": "rl-ada",
+                      "model": "ada",
+                      "max_requests_per_1_minute": 600,
+                      "max_tokens_per_1_minute": 150000,
+                      "max_images_per_1_minute": 10
+                    }
+                ],
+                "first_id": "rl-ada",
+                "last_id": "rl-ada",
+                "has_more": false
+            }
+          request:
+            curl: >
+              curl https://api.openai.com/v1/organization/projects/proj_abc/rate_limits?after=rl_xxx&limit=20
+              \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+          error_response: |
+            {
+                "code": 404,
+                "message": "The project {project_id} was not found"
+            }
+      description: Returns the rate limits per model for a project.
+  /organization/projects/{project_id}/rate_limits/{rate_limit_id}:
+    post:
+      summary: Modify project rate limit
+      operationId: update-project-rate-limits
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: rate_limit_id
+          in: path
+          description: The ID of the rate limit.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The project rate limit update request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectRateLimitUpdateRequest'
+      responses:
+        '200':
+          description: Project rate limit updated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectRateLimit'
+        '400':
+          description: Error response for various conditions.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Modify project rate limit
+        group: administration
+        returns: >-
+          The updated
+          [ProjectRateLimit](https://platform.openai.com/docs/api-reference/project-rate-limits/object)
+          object.
+        examples:
+          response: |
+            {
+                "object": "project.rate_limit",
+                "id": "rl-ada",
+                "model": "ada",
+                "max_requests_per_1_minute": 600,
+                "max_tokens_per_1_minute": 150000,
+                "max_images_per_1_minute": 10
+              }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc/rate_limits/rl_xxx \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "max_requests_per_1_minute": 500
+                }'
+          error_response: |
+            {
+                "code": 404,
+                "message": "The project {project_id} was not found"
+            }
+      description: Updates a project rate limit.
+  /organization/projects/{project_id}/service_accounts:
+    get:
+      summary: List project service accounts
+      operationId: list-project-service-accounts
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project service accounts listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectServiceAccountListResponse'
+        '400':
+          description: Error response when project is archived.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: List project service accounts
+        group: administration
+        returns: >-
+          A list of
+          [ProjectServiceAccount](https://platform.openai.com/docs/api-reference/project-service-accounts/object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "object": "organization.project.service_account",
+                        "id": "svc_acct_abc",
+                        "name": "Service Account",
+                        "role": "owner",
+                        "created_at": 1711471533
+                    }
+                ],
+                "first_id": "svc_acct_abc",
+                "last_id": "svc_acct_xyz",
+                "has_more": false
+            }
+          request:
+            curl: >
+              curl
+              https://api.openai.com/v1/organization/projects/proj_abc/service_accounts?after=custom_id&limit=20
+              \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Returns a list of service accounts in the project.
+    post:
+      summary: Create project service account
+      operationId: create-project-service-account
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The project service account create request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectServiceAccountCreateRequest'
+      responses:
+        '200':
+          description: Project service account created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectServiceAccountCreateResponse'
+        '400':
+          description: Error response when project is archived.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Create project service account
+        group: administration
+        returns: >-
+          The created
+          [ProjectServiceAccount](https://platform.openai.com/docs/api-reference/project-service-accounts/object)
+          object.
+        examples:
+          response: |
+            {
+                "object": "organization.project.service_account",
+                "id": "svc_acct_abc",
+                "name": "Production App",
+                "role": "member",
+                "created_at": 1711471533,
+                "api_key": {
+                    "object": "organization.project.service_account.api_key",
+                    "value": "sk-abcdefghijklmnop123",
+                    "name": "Secret Key",
+                    "created_at": 1711471533,
+                    "id": "key_abc"
+                }
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc/service_accounts \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "name": "Production App"
+                }'
+      description: >-
+        Creates a new service account in the project. This also returns an unredacted API key for the service
+        account.
+  /organization/projects/{project_id}/service_accounts/{service_account_id}:
+    get:
+      summary: Retrieve project service account
+      operationId: retrieve-project-service-account
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: service_account_id
+          in: path
+          description: The ID of the service account.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project service account retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectServiceAccount'
+      x-oaiMeta:
+        name: Retrieve project service account
+        group: administration
+        returns: >-
+          The
+          [ProjectServiceAccount](https://platform.openai.com/docs/api-reference/project-service-accounts/object)
+          object matching the specified ID.
+        examples:
+          response: |
+            {
+                "object": "organization.project.service_account",
+                "id": "svc_acct_abc",
+                "name": "Service Account",
+                "role": "owner",
+                "created_at": 1711471533
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves a service account in the project.
+    delete:
+      summary: Delete project service account
+      operationId: delete-project-service-account
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: service_account_id
+          in: path
+          description: The ID of the service account.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project service account deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectServiceAccountDeleteResponse'
+      x-oaiMeta:
+        name: Delete project service account
+        group: administration
+        returns: >-
+          Confirmation of service account being deleted, or an error in case of an archived project, which has
+          no service accounts
+        examples:
+          response: |
+            {
+                "object": "organization.project.service_account.deleted",
+                "id": "svc_acct_abc",
+                "deleted": true
+            }
+          request:
+            curl: >
+              curl -X DELETE
+              https://api.openai.com/v1/organization/projects/proj_abc/service_accounts/svc_acct_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Deletes a service account from the project.
+  /organization/projects/{project_id}/users:
+    get:
+      summary: List project users
+      operationId: list-project-users
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project users listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectUserListResponse'
+        '400':
+          description: Error response when project is archived.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: List project users
+        group: administration
+        returns: >-
+          A list of [ProjectUser](https://platform.openai.com/docs/api-reference/project-users/object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "object": "organization.project.user",
+                        "id": "user_abc",
+                        "name": "First Last",
+                        "email": "user@example.com",
+                        "role": "owner",
+                        "added_at": 1711471533
+                    }
+                ],
+                "first_id": "user-abc",
+                "last_id": "user-xyz",
+                "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/users?after=user_abc&limit=20 \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Returns a list of users in the project.
+    post:
+      summary: Create project user
+      operationId: create-project-user
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+      tags:
+        - Projects
+      requestBody:
+        description: The project user create request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectUserCreateRequest'
+      responses:
+        '200':
+          description: User added to project successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectUser'
+        '400':
+          description: Error response for various conditions.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Create project user
+        group: administration
+        returns: >-
+          The created [ProjectUser](https://platform.openai.com/docs/api-reference/project-users/object)
+          object.
+        examples:
+          response: |
+            {
+                "object": "organization.project.user",
+                "id": "user_abc",
+                "email": "user@example.com",
+                "role": "owner",
+                "added_at": 1711471533
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc/users \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "user_id": "user_abc",
+                    "role": "member"
+                }'
+      description: >-
+        Adds a user to the project. Users must already be members of the organization to be added to a
+        project.
+  /organization/projects/{project_id}/users/{user_id}:
+    get:
+      summary: Retrieve project user
+      operationId: retrieve-project-user
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project user retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectUser'
+      x-oaiMeta:
+        name: Retrieve project user
+        group: administration
+        returns: >-
+          The [ProjectUser](https://platform.openai.com/docs/api-reference/project-users/object) object
+          matching the specified ID.
+        examples:
+          response: |
+            {
+                "object": "organization.project.user",
+                "id": "user_abc",
+                "name": "First Last",
+                "email": "user@example.com",
+                "role": "owner",
+                "added_at": 1711471533
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves a user in the project.
+    post:
+      summary: Modify project user
+      operationId: modify-project-user
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The project user update request payload.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ProjectUserUpdateRequest'
+      responses:
+        '200':
+          description: Project user's role updated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectUser'
+        '400':
+          description: Error response for various conditions.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Modify project user
+        group: administration
+        returns: >-
+          The updated [ProjectUser](https://platform.openai.com/docs/api-reference/project-users/object)
+          object.
+        examples:
+          response: |
+            {
+                "object": "organization.project.user",
+                "id": "user_abc",
+                "name": "First Last",
+                "email": "user@example.com",
+                "role": "owner",
+                "added_at": 1711471533
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "role": "owner"
+                }'
+      description: Modifies a user's role in the project.
+    delete:
+      summary: Delete project user
+      operationId: delete-project-user
+      tags:
+        - Projects
+      parameters:
+        - name: project_id
+          in: path
+          description: The ID of the project.
+          required: true
+          schema:
+            type: string
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Project user deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ProjectUserDeleteResponse'
+        '400':
+          description: Error response for various conditions.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ErrorResponse'
+      x-oaiMeta:
+        name: Delete project user
+        group: administration
+        returns: >-
+          Confirmation that project has been deleted or an error in case of an archived project, which has no
+          users
+        examples:
+          response: |
+            {
+                "object": "organization.project.user.deleted",
+                "id": "user_abc",
+                "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/projects/proj_abc/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Deletes a user from the project.
+  /organization/usage/audio_speeches:
+    get:
+      summary: Audio speeches
+      operationId: usage-audio-speeches
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Audio speeches
+        group: usage-audio-speeches
+        returns: >-
+          A list of paginated, time bucketed [Audio speeches
+          usage](https://platform.openai.com/docs/api-reference/usage/audio_speeches_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.audio_speeches.result",
+                                "characters": 45,
+                                "num_model_requests": 1,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: >
+              curl "https://api.openai.com/v1/organization/usage/audio_speeches?start_time=1730419200&limit=1"
+              \
+
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+
+              -H "Content-Type: application/json"
+      description: Get audio speeches usage details for the organization.
+  /organization/usage/audio_transcriptions:
+    get:
+      summary: Audio transcriptions
+      operationId: usage-audio-transcriptions
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Audio transcriptions
+        group: usage-audio-transcriptions
+        returns: >-
+          A list of paginated, time bucketed [Audio transcriptions
+          usage](https://platform.openai.com/docs/api-reference/usage/audio_transcriptions_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.audio_transcriptions.result",
+                                "seconds": 20,
+                                "num_model_requests": 1,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: >
+              curl
+              "https://api.openai.com/v1/organization/usage/audio_transcriptions?start_time=1730419200&limit=1"
+              \
+
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+
+              -H "Content-Type: application/json"
+      description: Get audio transcriptions usage details for the organization.
+  /organization/usage/code_interpreter_sessions:
+    get:
+      summary: Code interpreter sessions
+      operationId: usage-code-interpreter-sessions
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: Group the usage data by the specified fields. Support fields include `project_id`.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Code interpreter sessions
+        group: usage-code-interpreter-sessions
+        returns: >-
+          A list of paginated, time bucketed [Code interpreter sessions
+          usage](https://platform.openai.com/docs/api-reference/usage/code_interpreter_sessions_object)
+          objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.code_interpreter_sessions.result",
+                                "num_sessions": 1,
+                                "project_id": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: >
+              curl
+              "https://api.openai.com/v1/organization/usage/code_interpreter_sessions?start_time=1730419200&limit=1"
+              \
+
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+
+              -H "Content-Type: application/json"
+      description: Get code interpreter sessions usage details for the organization.
+  /organization/usage/completions:
+    get:
+      summary: Completions
+      operationId: usage-completions
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: batch
+          in: query
+          description: >
+            If `true`, return batch jobs only. If `false`, return non-batch jobs only. By default, return
+            both.
+          required: false
+          schema:
+            type: boolean
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model`, `batch`, `service_tier` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+                - batch
+                - service_tier
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Completions
+        group: usage-completions
+        returns: >-
+          A list of paginated, time bucketed [Completions
+          usage](https://platform.openai.com/docs/api-reference/usage/completions_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.completions.result",
+                                "input_tokens": 1000,
+                                "output_tokens": 500,
+                                "input_cached_tokens": 800,
+                                "input_audio_tokens": 0,
+                                "output_audio_tokens": 0,
+                                "num_model_requests": 5,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null,
+                                "batch": null,
+                                "service_tier": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": true,
+                "next_page": "page_AAAAAGdGxdEiJdKOAAAAAGcqsYA="
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/usage/completions?start_time=1730419200&limit=1" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: Get completions usage details for the organization.
+  /organization/usage/embeddings:
+    get:
+      summary: Embeddings
+      operationId: usage-embeddings
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Embeddings
+        group: usage-embeddings
+        returns: >-
+          A list of paginated, time bucketed [Embeddings
+          usage](https://platform.openai.com/docs/api-reference/usage/embeddings_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.embeddings.result",
+                                "input_tokens": 16,
+                                "num_model_requests": 2,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/usage/embeddings?start_time=1730419200&limit=1" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: Get embeddings usage details for the organization.
+  /organization/usage/images:
+    get:
+      summary: Images
+      operationId: usage-images
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: sources
+          in: query
+          description: >-
+            Return only usages for these sources. Possible values are `image.generation`, `image.edit`,
+            `image.variation` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - image.generation
+                - image.edit
+                - image.variation
+        - name: sizes
+          in: query
+          description: >-
+            Return only usages for these image sizes. Possible values are `256x256`, `512x512`, `1024x1024`,
+            `1792x1792`, `1024x1792` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - 256x256
+                - 512x512
+                - 1024x1024
+                - 1792x1792
+                - 1024x1792
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model`, `size`, `source` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+                - size
+                - source
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Images
+        group: usage-images
+        returns: >-
+          A list of paginated, time bucketed [Images
+          usage](https://platform.openai.com/docs/api-reference/usage/images_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.images.result",
+                                "images": 2,
+                                "num_model_requests": 2,
+                                "size": null,
+                                "source": null,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/usage/images?start_time=1730419200&limit=1" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: Get images usage details for the organization.
+  /organization/usage/moderations:
+    get:
+      summary: Moderations
+      operationId: usage-moderations
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: user_ids
+          in: query
+          description: Return only usage for these users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: api_key_ids
+          in: query
+          description: Return only usage for these API keys.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: models
+          in: query
+          description: Return only usage for these models.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: >-
+            Group the usage data by the specified fields. Support fields include `project_id`, `user_id`,
+            `api_key_id`, `model` or any combination of them.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+                - user_id
+                - api_key_id
+                - model
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Moderations
+        group: usage-moderations
+        returns: >-
+          A list of paginated, time bucketed [Moderations
+          usage](https://platform.openai.com/docs/api-reference/usage/moderations_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.moderations.result",
+                                "input_tokens": 16,
+                                "num_model_requests": 2,
+                                "project_id": null,
+                                "user_id": null,
+                                "api_key_id": null,
+                                "model": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: |
+              curl "https://api.openai.com/v1/organization/usage/moderations?start_time=1730419200&limit=1" \
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+              -H "Content-Type: application/json"
+      description: Get moderations usage details for the organization.
+  /organization/usage/vector_stores:
+    get:
+      summary: Vector stores
+      operationId: usage-vector-stores
+      tags:
+        - Usage
+      parameters:
+        - name: start_time
+          in: query
+          description: Start time (Unix seconds) of the query time range, inclusive.
+          required: true
+          schema:
+            type: integer
+        - name: end_time
+          in: query
+          description: End time (Unix seconds) of the query time range, exclusive.
+          required: false
+          schema:
+            type: integer
+        - name: bucket_width
+          in: query
+          description: >-
+            Width of each time bucket in response. Currently `1m`, `1h` and `1d` are supported, default to
+            `1d`.
+          required: false
+          schema:
+            type: string
+            enum:
+              - 1m
+              - 1h
+              - 1d
+            default: 1d
+        - name: project_ids
+          in: query
+          description: Return only usage for these projects.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+        - name: group_by
+          in: query
+          description: Group the usage data by the specified fields. Support fields include `project_id`.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - project_id
+        - name: limit
+          in: query
+          description: |
+            Specifies the number of buckets to return.
+            - `bucket_width=1d`: default: 7, max: 31
+            - `bucket_width=1h`: default: 24, max: 168
+            - `bucket_width=1m`: default: 60, max: 1440
+          required: false
+          schema:
+            type: integer
+        - name: page
+          in: query
+          description: A cursor for use in pagination. Corresponding to the `next_page` field from the previous response.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Usage data retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UsageResponse'
+      x-oaiMeta:
+        name: Vector stores
+        group: usage-vector-stores
+        returns: >-
+          A list of paginated, time bucketed [Vector stores
+          usage](https://platform.openai.com/docs/api-reference/usage/vector_stores_object) objects.
+        examples:
+          response: |
+            {
+                "object": "page",
+                "data": [
+                    {
+                        "object": "bucket",
+                        "start_time": 1730419200,
+                        "end_time": 1730505600,
+                        "results": [
+                            {
+                                "object": "organization.usage.vector_stores.result",
+                                "usage_bytes": 1024,
+                                "project_id": null
+                            }
+                        ]
+                    }
+                ],
+                "has_more": false,
+                "next_page": null
+            }
+          request:
+            curl: >
+              curl "https://api.openai.com/v1/organization/usage/vector_stores?start_time=1730419200&limit=1"
+              \
+
+              -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+
+              -H "Content-Type: application/json"
+      description: Get vector stores usage details for the organization.
+  /organization/users:
+    get:
+      summary: List users
+      operationId: list-users
+      tags:
+        - Users
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          required: false
+          schema:
+            type: string
+        - name: emails
+          in: query
+          description: Filter by the email address of users.
+          required: false
+          schema:
+            type: array
+            items:
+              type: string
+      responses:
+        '200':
+          description: Users listed successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UserListResponse'
+      x-oaiMeta:
+        name: List users
+        group: administration
+        returns: A list of [User](https://platform.openai.com/docs/api-reference/users/object) objects.
+        examples:
+          response: |
+            {
+                "object": "list",
+                "data": [
+                    {
+                        "object": "organization.user",
+                        "id": "user_abc",
+                        "name": "First Last",
+                        "email": "user@example.com",
+                        "role": "owner",
+                        "added_at": 1711471533
+                    }
+                ],
+                "first_id": "user-abc",
+                "last_id": "user-xyz",
+                "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/users?after=user_abc&limit=20 \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Lists all of the users in the organization.
+  /organization/users/{user_id}:
+    get:
+      summary: Retrieve user
+      operationId: retrieve-user
+      tags:
+        - Users
+      parameters:
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: User retrieved successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/User'
+      x-oaiMeta:
+        name: Retrieve user
+        group: administration
+        returns: >-
+          The [User](https://platform.openai.com/docs/api-reference/users/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+                "object": "organization.user",
+                "id": "user_abc",
+                "name": "First Last",
+                "email": "user@example.com",
+                "role": "owner",
+                "added_at": 1711471533
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/organization/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Retrieves a user by their identifier.
+    post:
+      summary: Modify user
+      operationId: modify-user
+      tags:
+        - Users
+      parameters:
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      requestBody:
+        description: The new user role to modify. This must be one of `owner` or `member`.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/UserRoleUpdateRequest'
+      responses:
+        '200':
+          description: User role updated successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/User'
+      x-oaiMeta:
+        name: Modify user
+        group: administration
+        returns: The updated [User](https://platform.openai.com/docs/api-reference/users/object) object.
+        examples:
+          response: |
+            {
+                "object": "organization.user",
+                "id": "user_abc",
+                "name": "First Last",
+                "email": "user@example.com",
+                "role": "owner",
+                "added_at": 1711471533
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/organization/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                    "role": "owner"
+                }'
+      description: Modifies a user's role in the organization.
+    delete:
+      summary: Delete user
+      operationId: delete-user
+      tags:
+        - Users
+      parameters:
+        - name: user_id
+          in: path
+          description: The ID of the user.
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: User deleted successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UserDeleteResponse'
+      x-oaiMeta:
+        name: Delete user
+        group: administration
+        returns: Confirmation of the deleted user
+        examples:
+          response: |
+            {
+                "object": "organization.user.deleted",
+                "id": "user_abc",
+                "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/organization/users/user_abc \
+                -H "Authorization: Bearer $OPENAI_ADMIN_KEY" \
+                -H "Content-Type: application/json"
+      description: Deletes a user from the organization.
+  /realtime/calls:
+    post:
+      summary: Create call
+      operationId: create-realtime-call
+      tags:
+        - Realtime
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/RealtimeCallCreateRequest'
+            encoding:
+              sdp:
+                contentType: application/sdp
+              session:
+                contentType: application/json
+          application/sdp:
+            schema:
+              type: string
+              description: |-
+                WebRTC SDP offer. Use this variant when you have previously created an
+                ephemeral **session token** and are authenticating the request with it.
+                Realtime session parameters will be retrieved from the session token.
+      responses:
+        '201':
+          description: Realtime call created successfully.
+          headers:
+            Location:
+              description: Relative URL containing the call ID for subsequent control requests.
+              schema:
+                type: string
+          content:
+            application/sdp:
+              schema:
+                type: string
+                description: SDP answer produced by OpenAI for the peer connection.
+      x-oaiMeta:
+        name: Create call
+        group: realtime
+        returns: |-
+          Returns `201 Created` with the SDP answer in the response body. The
+          `Location` response header includes the call ID for follow-up requests,
+          e.g., establishing a monitoring WebSocket or hanging up the call.
+        examples:
+          response: >-
+            v=0
+
+            o=- 4227147428 1719357865 IN IP4 127.0.0.1
+
+            s=-
+
+            c=IN IP4 0.0.0.0
+
+            t=0 0
+
+            a=group:BUNDLE 0 1
+
+            a=msid-semantic:WMS *
+
+            a=fingerprint:sha-256
+            CA:92:52:51:B4:91:3B:34:DD:9C:0B:FB:76:19:7E:3B:F1:21:0F:32:2C:38:01:72:5D:3F:78:C7:5F:8B:C7:36
+
+            m=audio 9 UDP/TLS/RTP/SAVPF 111 0 8
+
+            a=mid:0
+
+            a=ice-ufrag:kZ2qkHXX/u11
+
+            a=ice-pwd:uoD16Di5OGx3VbqgA3ymjEQV2kwiOjw6
+
+            a=setup:active
+
+            a=rtcp-mux
+
+            a=rtpmap:111 opus/48000/2
+
+            a=candidate:993865896 1 udp 2130706431 4.155.146.196 3478 typ host ufrag kZ2qkHXX/u11
+
+            a=candidate:1432411780 1 tcp 1671430143 4.155.146.196 443 typ host tcptype passive ufrag
+            kZ2qkHXX/u11
+
+            m=application 9 UDP/DTLS/SCTP webrtc-datachannel
+
+            a=mid:1
+
+            a=sctp-port:5000
+          request:
+            curl: |-
+              curl -X POST https://api.openai.com/v1/realtime/calls \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -F "sdp=<offer.sdp;type=application/sdp" \
+                -F 'session={"type":"realtime","model":"gpt-realtime"};type=application/json'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              call = client.realtime.calls.create(
+                  sdp="sdp",
+              )
+              print(call)
+              content = call.read()
+              print(content)
+      description: |-
+        Create a new Realtime API call over WebRTC and receive the SDP answer needed
+        to complete the peer connection.
+  /realtime/calls/{call_id}/accept:
+    post:
+      summary: Accept call
+      operationId: accept-realtime-call
+      tags:
+        - Realtime
+      parameters:
+        - in: path
+          name: call_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The identifier for the call provided in the
+
+            [`realtime.call.incoming`](https://platform.openai.com/docs/api-reference/webhook_events/realtime/call/incoming)
+
+            webhook.
+      requestBody:
+        required: true
+        description: Session configuration to apply before the caller is bridged to the model.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+      responses:
+        '200':
+          description: Call accepted successfully.
+      x-oaiMeta:
+        name: Accept call
+        group: realtime-calls
+        returns: |-
+          Returns `200 OK` once OpenAI starts ringing the SIP leg with the supplied
+          session configuration.
+        examples:
+          response: ''
+          request:
+            curl: |-
+              curl -X POST https://api.openai.com/v1/realtime/calls/$CALL_ID/accept \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                      "type": "realtime",
+                      "model": "gpt-realtime",
+                      "instructions": "You are Alex, a friendly concierge for Example Corp.",
+                    }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.realtime.calls.accept('call_id', { type: 'realtime' });
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.realtime.calls.accept(
+                  call_id="call_id",
+                  type="realtime",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/realtime"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Realtime.Calls.Accept(
+                  context.TODO(),
+                  "call_id",
+                  realtime.CallAcceptParams{
+                    RealtimeSessionCreateRequest: realtime.RealtimeSessionCreateRequestParam{
+
+                    },
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.realtime.RealtimeSessionCreateRequest;
+              import com.openai.models.realtime.calls.CallAcceptParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      CallAcceptParams params = CallAcceptParams.builder()
+                          .callId("call_id")
+                          .realtimeSessionCreateRequest(RealtimeSessionCreateRequest.builder().build())
+                          .build();
+                      client.realtime().calls().accept(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.realtime.calls.accept("call_id", type: :realtime)
+
+              puts(result)
+      description: |-
+        Accept an incoming SIP call and configure the realtime session that will
+        handle it.
+  /realtime/calls/{call_id}/hangup:
+    post:
+      summary: Hang up call
+      operationId: hangup-realtime-call
+      tags:
+        - Realtime
+      parameters:
+        - in: path
+          name: call_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The identifier for the call. For SIP calls, use the value provided in the
+
+            [`realtime.call.incoming`](https://platform.openai.com/docs/api-reference/webhook_events/realtime/call/incoming)
+
+            webhook. For WebRTC sessions, reuse the call ID returned in the `Location`
+
+            header when creating the call with
+
+            [`POST /v1/realtime/calls`](https://platform.openai.com/docs/api-reference/realtime/create-call).
+      responses:
+        '200':
+          description: Call hangup initiated successfully.
+      x-oaiMeta:
+        name: Hang up call
+        group: realtime-calls
+        returns: Returns `200 OK` when OpenAI begins terminating the realtime call.
+        examples:
+          response: ''
+          request:
+            curl: |-
+              curl -X POST https://api.openai.com/v1/realtime/calls/$CALL_ID/hangup \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.realtime.calls.hangup('call_id');
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.realtime.calls.hangup(
+                  "call_id",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Realtime.Calls.Hangup(context.TODO(), "call_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.realtime.calls.CallHangupParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      client.realtime().calls().hangup("call_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.realtime.calls.hangup("call_id")
+
+              puts(result)
+      description: |-
+        End an active Realtime API call, whether it was initiated over SIP or
+        WebRTC.
+  /realtime/calls/{call_id}/refer:
+    post:
+      summary: Refer call
+      operationId: refer-realtime-call
+      tags:
+        - Realtime
+      parameters:
+        - in: path
+          name: call_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The identifier for the call provided in the
+
+            [`realtime.call.incoming`](https://platform.openai.com/docs/api-reference/webhook_events/realtime/call/incoming)
+
+            webhook.
+      requestBody:
+        required: true
+        description: Destination URI for the REFER request.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeCallReferRequest'
+      responses:
+        '200':
+          description: Call referred successfully.
+      x-oaiMeta:
+        name: Refer call
+        group: realtime-calls
+        returns: Returns `200 OK` once the REFER is handed off to your SIP provider.
+        examples:
+          response: ''
+          request:
+            curl: |-
+              curl -X POST https://api.openai.com/v1/realtime/calls/$CALL_ID/refer \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"target_uri": "tel:+14155550123"}'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.realtime.calls.refer('call_id', { target_uri: 'tel:+14155550123' });
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.realtime.calls.refer(
+                  call_id="call_id",
+                  target_uri="tel:+14155550123",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/realtime"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Realtime.Calls.Refer(
+                  context.TODO(),
+                  "call_id",
+                  realtime.CallReferParams{
+                    TargetUri: "tel:+14155550123",
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.realtime.calls.CallReferParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      CallReferParams params = CallReferParams.builder()
+                          .callId("call_id")
+                          .targetUri("tel:+14155550123")
+                          .build();
+                      client.realtime().calls().refer(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.realtime.calls.refer("call_id", target_uri: "tel:+14155550123")
+
+              puts(result)
+      description: Transfer an active SIP call to a new destination using the SIP REFER verb.
+  /realtime/calls/{call_id}/reject:
+    post:
+      summary: Reject call
+      operationId: reject-realtime-call
+      tags:
+        - Realtime
+      parameters:
+        - in: path
+          name: call_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The identifier for the call provided in the
+
+            [`realtime.call.incoming`](https://platform.openai.com/docs/api-reference/webhook_events/realtime/call/incoming)
+
+            webhook.
+      requestBody:
+        required: false
+        description: |-
+          Provide an optional SIP status code. When omitted the API responds with
+          `603 Decline`.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeCallRejectRequest'
+      responses:
+        '200':
+          description: Call rejected successfully.
+      x-oaiMeta:
+        name: Reject call
+        group: realtime-calls
+        returns: Returns `200 OK` after OpenAI sends the SIP status code to the caller.
+        examples:
+          response: ''
+          request:
+            curl: |-
+              curl -X POST https://api.openai.com/v1/realtime/calls/$CALL_ID/reject \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"status_code": 486}'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.realtime.calls.reject('call_id');
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.realtime.calls.reject(
+                  call_id="call_id",
+              )
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/realtime"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Realtime.Calls.Reject(
+                  context.TODO(),
+                  "call_id",
+                  realtime.CallRejectParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.realtime.calls.CallRejectParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      client.realtime().calls().reject("call_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.realtime.calls.reject("call_id")
+
+              puts(result)
+      description: Decline an incoming SIP call by returning a SIP status code to the caller.
+  /realtime/client_secrets:
+    post:
+      summary: Create client secret
+      operationId: create-realtime-client-secret
+      tags:
+        - Realtime
+      requestBody:
+        description: Create a client secret with the given session configuration.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeCreateClientSecretRequest'
+      responses:
+        '200':
+          description: Client secret created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RealtimeCreateClientSecretResponse'
+      x-oaiMeta:
+        name: Create client secret
+        group: realtime
+        returns: >-
+          The created client secret and the effective session object. The client secret is a string that looks
+          like `ek_1234`.
+        examples:
+          response: |
+            {
+              "value": "ek_68af296e8e408191a1120ab6383263c2",
+              "expires_at": 1756310470,
+              "session": {
+                "type": "realtime",
+                "object": "realtime.session",
+                "id": "sess_C9CiUVUzUzYIssh3ELY1d",
+                "model": "gpt-realtime",
+                "output_modalities": [
+                  "audio"
+                ],
+                "instructions": "You are a friendly assistant.",
+                "tools": [],
+                "tool_choice": "auto",
+                "max_output_tokens": "inf",
+                "tracing": null,
+                "truncation": "auto",
+                "prompt": null,
+                "expires_at": 0,
+                "audio": {
+                  "input": {
+                    "format": {
+                      "type": "audio/pcm",
+                      "rate": 24000
+                    },
+                    "transcription": null,
+                    "noise_reduction": null,
+                    "turn_detection": {
+                      "type": "server_vad",
+                    }
+                  },
+                  "output": {
+                    "format": {
+                      "type": "audio/pcm",
+                      "rate": 24000
+                    },
+                    "voice": "alloy",
+                    "speed": 1.0
+                  }
+                },
+                "include": null
+              }
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/realtime/client_secrets \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                  "expires_after": {
+                    "anchor": "created_at",
+                    "seconds": 600
+                  },
+                  "session": {
+                    "type": "realtime",
+                    "model": "gpt-realtime",
+                    "instructions": "You are a friendly assistant."
+                  }
+                }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const clientSecret = await client.realtime.clientSecrets.create();
+
+              console.log(clientSecret.expires_at);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client_secret = client.realtime.client_secrets.create()
+              print(client_secret.expires_at)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/realtime"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                clientSecret, err := client.Realtime.ClientSecrets.New(context.TODO(), realtime.ClientSecretNewParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", clientSecret.ExpiresAt)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.realtime.clientsecrets.ClientSecretCreateParams;
+              import com.openai.models.realtime.clientsecrets.ClientSecretCreateResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ClientSecretCreateResponse clientSecret = client.realtime().clientSecrets().create();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              client_secret = openai.realtime.client_secrets.create
+
+              puts(client_secret)
+      description: |
+        Create a Realtime client secret with an associated session configuration.
+  /realtime/sessions:
+    post:
+      summary: Create session
+      operationId: create-realtime-session
+      tags:
+        - Realtime
+      requestBody:
+        description: Create an ephemeral API key with the given session configuration.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeSessionCreateRequest'
+      responses:
+        '200':
+          description: Session created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RealtimeSessionCreateResponse'
+      x-oaiMeta:
+        name: Create session
+        group: realtime
+        returns: The created Realtime session object, plus an ephemeral key
+        examples:
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/realtime/sessions \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{
+                  "model": "gpt-realtime",
+                  "modalities": ["audio", "text"],
+                  "instructions": "You are a friendly assistant."
+                }'
+          response: |
+            {
+              "id": "sess_001",
+              "object": "realtime.session",
+              "model": "gpt-realtime-2025-08-25",
+              "modalities": ["audio", "text"],
+              "instructions": "You are a friendly assistant.",
+              "voice": "alloy",
+              "input_audio_format": "pcm16",
+              "output_audio_format": "pcm16",
+              "input_audio_transcription": {
+                  "model": "whisper-1"
+              },
+              "turn_detection": null,
+              "tools": [],
+              "tool_choice": "none",
+              "temperature": 0.7,
+              "max_response_output_tokens": 200,
+              "speed": 1.1,
+              "tracing": "auto",
+              "client_secret": {
+                "value": "ek_abc123",
+                "expires_at": 1234567890
+              }
+            }
+      description: |
+        Create an ephemeral API token for use in client-side applications with the
+        Realtime API. Can be configured with the same session parameters as the
+        `session.update` client event.
+
+        It responds with a session object, plus a `client_secret` key which contains
+        a usable ephemeral API token that can be used to authenticate browser clients
+        for the Realtime API.
+  /realtime/transcription_sessions:
+    post:
+      summary: Create transcription session
+      operationId: create-realtime-transcription-session
+      tags:
+        - Realtime
+      requestBody:
+        description: Create an ephemeral API key with the given session configuration.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequest'
+      responses:
+        '200':
+          description: Session created successfully.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateResponse'
+      x-oaiMeta:
+        name: Create transcription session
+        group: realtime
+        returns: >-
+          The created [Realtime transcription session
+          object](https://platform.openai.com/docs/api-reference/realtime-sessions/transcription_session_object),
+          plus an ephemeral key
+        examples:
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/realtime/transcription_sessions \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{}'
+          response: |
+            {
+              "id": "sess_BBwZc7cFV3XizEyKGDCGL",
+              "object": "realtime.transcription_session",
+              "modalities": ["audio", "text"],
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 200
+              },
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "language": null,
+                "prompt": ""
+              },
+              "client_secret": null
+            }
+      description: |
+        Create an ephemeral API token for use in client-side applications with the
+        Realtime API specifically for realtime transcriptions.
+        Can be configured with the same session parameters as the `transcription_session.update` client event.
+
+        It responds with a session object, plus a `client_secret` key which contains
+        a usable ephemeral API token that can be used to authenticate browser clients
+        for the Realtime API.
+  /responses:
+    post:
+      operationId: createResponse
+      tags:
+        - Responses
+      summary: Create a model response
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateResponse'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Response'
+            text/event-stream:
+              schema:
+                $ref: '#/components/schemas/ResponseStreamEvent'
+      x-oaiMeta:
+        name: Create a model response
+        group: responses
+        returns: |
+          Returns a [Response](https://platform.openai.com/docs/api-reference/responses/object) object.
+        path: create
+        examples:
+          - title: Text input
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "input": "Tell me a three sentence bedtime story about a unicorn."
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    input: "Tell me a three sentence bedtime story about a unicorn."
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              csharp: >
+                using System;
+
+                using OpenAI.Responses;
+
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+
+                OpenAIResponse response = client.CreateResponse("Tell me a three sentence bedtime story about
+                a unicorn.");
+
+
+                Console.WriteLine(response.GetOutputText());
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ccd2bed1ec8190b14f964abc0542670bb6a6b452d3795b",
+                "object": "response",
+                "created_at": 1741476542,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "type": "message",
+                    "id": "msg_67ccd2bf17f0819081ff3bb2cf6508e60bb6a6b452d3795b",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "In a peaceful grove beneath a silver moon, a unicorn named Lumina discovered a hidden pool that reflected the stars. As she dipped her horn into the water, the pool began to shimmer, revealing a pathway to a magical realm of endless night skies. Filled with wonder, Lumina whispered a wish for all who dream to find their own hidden magic, and as she glanced back, her hoofprints sparkled like stardust.",
+                        "annotations": []
+                      }
+                    ]
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 36,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 87,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 123
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: Image input
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "input": [
+                      {
+                        "role": "user",
+                        "content": [
+                          {"type": "input_text", "text": "what is in this image?"},
+                          {
+                            "type": "input_image",
+                            "image_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                          }
+                        ]
+                      }
+                    ]
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    input: [
+                        {
+                            role: "user",
+                            content: [
+                                { type: "input_text", text: "what is in this image?" },
+                                {
+                                    type: "input_image",
+                                    image_url:
+                                        "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg",
+                                },
+                            ],
+                        },
+                    ],
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+
+                using OpenAI.Responses;
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                List<ResponseItem> inputItems =
+                [
+                    ResponseItem.CreateUserMessageItem(
+                        [
+                            ResponseContentPart.CreateInputTextPart("What is in this image?"),
+                            ResponseContentPart.CreateInputImagePart(new Uri("https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"))
+                        ]
+                    )
+                ];
+
+                OpenAIResponse response = client.CreateResponse(inputItems);
+
+                Console.WriteLine(response.GetOutputText());
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ccd3a9da748190baa7f1570fe91ac604becb25c45c1d41",
+                "object": "response",
+                "created_at": 1741476777,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "type": "message",
+                    "id": "msg_67ccd3acc8d48190a77525dc6de64b4104becb25c45c1d41",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "The image depicts a scenic landscape with a wooden boardwalk or pathway leading through lush, green grass under a blue sky with some clouds. The setting suggests a peaceful natural area, possibly a park or nature reserve. There are trees and shrubs in the background.",
+                        "annotations": []
+                      }
+                    ]
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 328,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 52,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 380
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: File input
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "input": [
+                      {
+                        "role": "user",
+                        "content": [
+                          {"type": "input_text", "text": "what is in this file?"},
+                          {
+                            "type": "input_file",
+                            "file_url": "https://www.berkshirehathaway.com/letters/2024ltr.pdf"
+                          }
+                        ]
+                      }
+                    ]
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    input: [
+                        {
+                            role: "user",
+                            content: [
+                                { type: "input_text", text: "what is in this file?" },
+                                {
+                                    type: "input_file",
+                                    file_url: "https://www.berkshirehathaway.com/letters/2024ltr.pdf",
+                                },
+                            ],
+                        },
+                    ],
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_686eef60237881a2bd1180bb8b13de430e34c516d176ff86",
+                "object": "response",
+                "created_at": 1752100704,
+                "status": "completed",
+                "background": false,
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "max_tool_calls": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "id": "msg_686eef60d3e081a29283bdcbc4322fd90e34c516d176ff86",
+                    "type": "message",
+                    "status": "completed",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "annotations": [],
+                        "logprobs": [],
+                        "text": "The file seems to contain excerpts from a letter to the shareholders of Berkshire Hathaway Inc., likely written by Warren Buffett. It covers several topics:\n\n1. **Communication Philosophy**: Buffett emphasizes the importance of transparency and candidness in reporting mistakes and successes to shareholders.\n\n2. **Mistakes and Learnings**: The letter acknowledges past mistakes in business assessments and management hires, highlighting the importance of correcting errors promptly.\n\n3. **CEO Succession**: Mention of Greg Abel stepping in as the new CEO and continuing the tradition of honest communication.\n\n4. **Pete Liegl Story**: A detailed account of acquiring Forest River and the relationship with its founder, highlighting trust and effective business decisions.\n\n5. **2024 Performance**: Overview of business performance, particularly in insurance and investment activities, with a focus on GEICO's improvement.\n\n6. **Tax Contributions**: Discussion of significant tax payments to the U.S. Treasury, credited to shareholders' reinvestments.\n\n7. **Investment Strategy**: A breakdown of Berkshire\u2019s investments in both controlled subsidiaries and marketable equities, along with a focus on long-term holding strategies.\n\n8. **American Capitalism**: Reflections on America\u2019s economic development and Berkshire\u2019s role within it.\n\n9. **Property-Casualty Insurance**: Insights into the P/C insurance business model and its challenges and benefits.\n\n10. **Japanese Investments**: Information about Berkshire\u2019s investments in Japanese companies and future plans.\n\n11. **Annual Meeting**: Details about the upcoming annual gathering in Omaha, including schedule changes and new book releases.\n\n12. **Personal Anecdotes**: Light-hearted stories about family and interactions, conveying Buffett's personable approach.\n\n13. **Financial Performance Data**: Tables comparing Berkshire\u2019s annual performance to the S&P 500, showing impressive long-term gains.\n\nOverall, the letter reinforces Berkshire Hathaway's commitment to transparency, investment in both its businesses and the wider economy, and emphasizes strong leadership and prudent financial management."
+                      }
+                    ],
+                    "role": "assistant"
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "service_tier": "default",
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [],
+                "top_logprobs": 0,
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 8438,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 398,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 8836
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: Web search
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "tools": [{ "type": "web_search_preview" }],
+                    "input": "What was a positive news story from today?"
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    tools: [{ type: "web_search_preview" }],
+                    input: "What was a positive news story from today?",
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              csharp: |
+                using System;
+
+                using OpenAI.Responses;
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                string userInputText = "What was a positive news story from today?";
+
+                ResponseCreationOptions options = new()
+                {
+                    Tools =
+                    {
+                        ResponseTool.CreateWebSearchTool()
+                    },
+                };
+
+                OpenAIResponse response = client.CreateResponse(userInputText, options);
+
+                Console.WriteLine(response.GetOutputText());
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ccf18ef5fc8190b16dbee19bc54e5f087bb177ab789d5c",
+                "object": "response",
+                "created_at": 1741484430,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "type": "web_search_call",
+                    "id": "ws_67ccf18f64008190a39b619f4c8455ef087bb177ab789d5c",
+                    "status": "completed"
+                  },
+                  {
+                    "type": "message",
+                    "id": "msg_67ccf190ca3881909d433c50b1f6357e087bb177ab789d5c",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "As of today, March 9, 2025, one notable positive news story...",
+                        "annotations": [
+                          {
+                            "type": "url_citation",
+                            "start_index": 442,
+                            "end_index": 557,
+                            "url": "https://.../?utm_source=chatgpt.com",
+                            "title": "..."
+                          },
+                          {
+                            "type": "url_citation",
+                            "start_index": 962,
+                            "end_index": 1077,
+                            "url": "https://.../?utm_source=chatgpt.com",
+                            "title": "..."
+                          },
+                          {
+                            "type": "url_citation",
+                            "start_index": 1336,
+                            "end_index": 1451,
+                            "url": "https://.../?utm_source=chatgpt.com",
+                            "title": "..."
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [
+                  {
+                    "type": "web_search_preview",
+                    "domains": [],
+                    "search_context_size": "medium",
+                    "user_location": {
+                      "type": "approximate",
+                      "city": null,
+                      "country": "US",
+                      "region": null,
+                      "timezone": null
+                    }
+                  }
+                ],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 328,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 356,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 684
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: File search
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "tools": [{
+                      "type": "file_search",
+                      "vector_store_ids": ["vs_1234567890"],
+                      "max_num_results": 20
+                    }],
+                    "input": "What are the attributes of an ancient brown dragon?"
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    tools: [{
+                      type: "file_search",
+                      vector_store_ids: ["vs_1234567890"],
+                      max_num_results: 20
+                    }],
+                    input: "What are the attributes of an ancient brown dragon?",
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              csharp: |
+                using System;
+
+                using OpenAI.Responses;
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                string userInputText = "What are the attributes of an ancient brown dragon?";
+
+                ResponseCreationOptions options = new()
+                {
+                    Tools =
+                    {
+                        ResponseTool.CreateFileSearchTool(
+                            vectorStoreIds: ["vs_1234567890"],
+                            maxResultCount: 20
+                        )
+                    },
+                };
+
+                OpenAIResponse response = client.CreateResponse(userInputText, options);
+
+                Console.WriteLine(response.GetOutputText());
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ccf4c55fc48190b71bd0463ad3306d09504fb6872380d7",
+                "object": "response",
+                "created_at": 1741485253,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "type": "file_search_call",
+                    "id": "fs_67ccf4c63cd08190887ef6464ba5681609504fb6872380d7",
+                    "status": "completed",
+                    "queries": [
+                      "attributes of an ancient brown dragon"
+                    ],
+                    "results": null
+                  },
+                  {
+                    "type": "message",
+                    "id": "msg_67ccf4c93e5c81909d595b369351a9d309504fb6872380d7",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "The attributes of an ancient brown dragon include...",
+                        "annotations": [
+                          {
+                            "type": "file_citation",
+                            "index": 320,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 576,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 815,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 815,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 1030,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 1030,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 1156,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          },
+                          {
+                            "type": "file_citation",
+                            "index": 1225,
+                            "file_id": "file-4wDz5b167pAf72nx1h9eiN",
+                            "filename": "dragons.pdf"
+                          }
+                        ]
+                      }
+                    ]
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [
+                  {
+                    "type": "file_search",
+                    "filters": null,
+                    "max_num_results": 20,
+                    "ranking_options": {
+                      "ranker": "auto",
+                      "score_threshold": 0.0
+                    },
+                    "vector_store_ids": [
+                      "vs_1234567890"
+                    ]
+                  }
+                ],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 18307,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 348,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 18655
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "instructions": "You are a helpful assistant.",
+                    "input": "Hello!",
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    instructions: "You are a helpful assistant.",
+                    input: "Hello!",
+                    stream: true,
+                });
+
+                for await (const event of response) {
+                    console.log(event);
+                }
+              csharp: >
+                using System;
+
+                using System.ClientModel;
+
+                using System.Threading.Tasks;
+
+
+                using OpenAI.Responses;
+
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+
+                string userInputText = "Hello!";
+
+
+                ResponseCreationOptions options = new()
+
+                {
+                    Instructions = "You are a helpful assistant.",
+                };
+
+
+                AsyncCollectionResult<StreamingResponseUpdate> responseUpdates =
+                client.CreateResponseStreamingAsync(userInputText, options);
+
+
+                await foreach (StreamingResponseUpdate responseUpdate in responseUpdates)
+
+                {
+                    if (responseUpdate is StreamingResponseOutputTextDeltaUpdate outputTextDeltaUpdate)
+                    {
+                        Console.Write(outputTextDeltaUpdate.Delta);
+                    }
+                }
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: >
+              event: response.created
+
+              data:
+              {"type":"response.created","response":{"id":"resp_67c9fdcecf488190bdd9a0409de3a1ec07b8b0ad4e5eb654","object":"response","created_at":1741290958,"status":"in_progress","error":null,"incomplete_details":null,"instructions":"You
+              are a helpful
+              assistant.","max_output_tokens":null,"model":"gpt-4.1-2025-04-14","output":[],"parallel_tool_calls":true,"previous_response_id":null,"reasoning":{"effort":null,"summary":null},"store":true,"temperature":1.0,"text":{"format":{"type":"text"}},"tool_choice":"auto","tools":[],"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}}
+
+
+              event: response.in_progress
+
+              data:
+              {"type":"response.in_progress","response":{"id":"resp_67c9fdcecf488190bdd9a0409de3a1ec07b8b0ad4e5eb654","object":"response","created_at":1741290958,"status":"in_progress","error":null,"incomplete_details":null,"instructions":"You
+              are a helpful
+              assistant.","max_output_tokens":null,"model":"gpt-4.1-2025-04-14","output":[],"parallel_tool_calls":true,"previous_response_id":null,"reasoning":{"effort":null,"summary":null},"store":true,"temperature":1.0,"text":{"format":{"type":"text"}},"tool_choice":"auto","tools":[],"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}}
+
+
+              event: response.output_item.added
+
+              data:
+              {"type":"response.output_item.added","output_index":0,"item":{"id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","type":"message","status":"in_progress","role":"assistant","content":[]}}
+
+
+              event: response.content_part.added
+
+              data:
+              {"type":"response.content_part.added","item_id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","output_index":0,"content_index":0,"part":{"type":"output_text","text":"","annotations":[]}}
+
+
+              event: response.output_text.delta
+
+              data:
+              {"type":"response.output_text.delta","item_id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","output_index":0,"content_index":0,"delta":"Hi"}
+
+
+              ...
+
+
+              event: response.output_text.done
+
+              data:
+              {"type":"response.output_text.done","item_id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","output_index":0,"content_index":0,"text":"Hi
+              there! How can I assist you today?"}
+
+
+              event: response.content_part.done
+
+              data:
+              {"type":"response.content_part.done","item_id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","output_index":0,"content_index":0,"part":{"type":"output_text","text":"Hi
+              there! How can I assist you today?","annotations":[]}}
+
+
+              event: response.output_item.done
+
+              data:
+              {"type":"response.output_item.done","output_index":0,"item":{"id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","type":"message","status":"completed","role":"assistant","content":[{"type":"output_text","text":"Hi
+              there! How can I assist you today?","annotations":[]}]}}
+
+
+              event: response.completed
+
+              data:
+              {"type":"response.completed","response":{"id":"resp_67c9fdcecf488190bdd9a0409de3a1ec07b8b0ad4e5eb654","object":"response","created_at":1741290958,"status":"completed","error":null,"incomplete_details":null,"instructions":"You
+              are a helpful
+              assistant.","max_output_tokens":null,"model":"gpt-4.1-2025-04-14","output":[{"id":"msg_67c9fdcf37fc8190ba82116e33fb28c507b8b0ad4e5eb654","type":"message","status":"completed","role":"assistant","content":[{"type":"output_text","text":"Hi
+              there! How can I assist you
+              today?","annotations":[]}]}],"parallel_tool_calls":true,"previous_response_id":null,"reasoning":{"effort":null,"summary":null},"store":true,"temperature":1.0,"text":{"format":{"type":"text"}},"tool_choice":"auto","tools":[],"top_p":1.0,"truncation":"disabled","usage":{"input_tokens":37,"output_tokens":11,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":48},"user":null,"metadata":{}}}
+          - title: Functions
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-4.1",
+                    "input": "What is the weather like in Boston today?",
+                    "tools": [
+                      {
+                        "type": "function",
+                        "name": "get_current_weather",
+                        "description": "Get the current weather in a given location",
+                        "parameters": {
+                          "type": "object",
+                          "properties": {
+                            "location": {
+                              "type": "string",
+                              "description": "The city and state, e.g. San Francisco, CA"
+                            },
+                            "unit": {
+                              "type": "string",
+                              "enum": ["celsius", "fahrenheit"]
+                            }
+                          },
+                          "required": ["location", "unit"]
+                        }
+                      }
+                    ],
+                    "tool_choice": "auto"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              javascript: |
+                import OpenAI from "openai";
+
+                const openai = new OpenAI();
+
+                const tools = [
+                    {
+                        type: "function",
+                        name: "get_current_weather",
+                        description: "Get the current weather in a given location",
+                        parameters: {
+                            type: "object",
+                            properties: {
+                                location: {
+                                    type: "string",
+                                    description: "The city and state, e.g. San Francisco, CA",
+                                },
+                                unit: { type: "string", enum: ["celsius", "fahrenheit"] },
+                            },
+                            required: ["location", "unit"],
+                        },
+                    },
+                ];
+
+                const response = await openai.responses.create({
+                    model: "gpt-4.1",
+                    tools: tools,
+                    input: "What is the weather like in Boston today?",
+                    tool_choice: "auto",
+                });
+
+                console.log(response);
+              csharp: |
+                using System;
+                using OpenAI.Responses;
+
+                OpenAIResponseClient client = new(
+                    model: "gpt-4.1",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                ResponseTool getCurrentWeatherFunctionTool = ResponseTool.CreateFunctionTool(
+                    functionName: "get_current_weather",
+                    functionDescription: "Get the current weather in a given location",
+                    functionParameters: BinaryData.FromString("""
+                        {
+                            "type": "object",
+                            "properties": {
+                                "location": {
+                                    "type": "string",
+                                    "description": "The city and state, e.g. San Francisco, CA"
+                                },
+                                "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]}
+                            },
+                            "required": ["location", "unit"]
+                        }
+                        """
+                    )
+                );
+
+                string userInputText = "What is the weather like in Boston today?";
+
+                ResponseCreationOptions options = new()
+                {
+                    Tools =
+                    {
+                        getCurrentWeatherFunctionTool
+                    },
+                    ToolChoice = ResponseToolChoice.CreateAutoChoice(),
+                };
+
+                OpenAIResponse response = client.CreateResponse(userInputText, options);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ca09c5efe0819096d0511c92b8c890096610f474011cc0",
+                "object": "response",
+                "created_at": 1741294021,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "gpt-4.1-2025-04-14",
+                "output": [
+                  {
+                    "type": "function_call",
+                    "id": "fc_67ca09c6bedc8190a7abfec07b1a1332096610f474011cc0",
+                    "call_id": "call_unLAR8MvFNptuiZK6K6HCy5k",
+                    "name": "get_current_weather",
+                    "arguments": "{\"location\":\"Boston, MA\",\"unit\":\"celsius\"}",
+                    "status": "completed"
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": null,
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [
+                  {
+                    "type": "function",
+                    "description": "Get the current weather in a given location",
+                    "name": "get_current_weather",
+                    "parameters": {
+                      "type": "object",
+                      "properties": {
+                        "location": {
+                          "type": "string",
+                          "description": "The city and state, e.g. San Francisco, CA"
+                        },
+                        "unit": {
+                          "type": "string",
+                          "enum": [
+                            "celsius",
+                            "fahrenheit"
+                          ]
+                        }
+                      },
+                      "required": [
+                        "location",
+                        "unit"
+                      ]
+                    },
+                    "strict": true
+                  }
+                ],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 291,
+                  "output_tokens": 23,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 0
+                  },
+                  "total_tokens": 314
+                },
+                "user": null,
+                "metadata": {}
+              }
+          - title: Reasoning
+            request:
+              curl: |
+                curl https://api.openai.com/v1/responses \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "o3-mini",
+                    "input": "How much wood would a woodchuck chuck?",
+                    "reasoning": {
+                      "effort": "high"
+                    }
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+                const openai = new OpenAI();
+
+                const response = await openai.responses.create({
+                    model: "o3-mini",
+                    input: "How much wood would a woodchuck chuck?",
+                    reasoning: {
+                      effort: "high"
+                    }
+                });
+
+                console.log(response);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                response = client.responses.create()
+                print(response.id)
+              csharp: |
+                using System;
+                using OpenAI.Responses;
+
+                OpenAIResponseClient client = new(
+                    model: "o3-mini",
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                string userInputText = "How much wood would a woodchuck chuck?";
+
+                ResponseCreationOptions options = new()
+                {
+                    ReasoningOptions = new()
+                    {
+                        ReasoningEffortLevel = ResponseReasoningEffortLevel.High,
+                    },
+                };
+
+                OpenAIResponse response = client.CreateResponse(userInputText, options);
+
+                Console.WriteLine(response.GetOutputText());
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const response = await client.responses.create();
+
+                console.log(response.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/responses"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  response, err := client.Responses.New(context.TODO(), responses.ResponseNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", response.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.responses.Response;
+                import com.openai.models.responses.ResponseCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Response response = client.responses().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                response = openai.responses.create
+
+                puts(response)
+            response: |
+              {
+                "id": "resp_67ccd7eca01881908ff0b5146584e408072912b2993db808",
+                "object": "response",
+                "created_at": 1741477868,
+                "status": "completed",
+                "error": null,
+                "incomplete_details": null,
+                "instructions": null,
+                "max_output_tokens": null,
+                "model": "o1-2024-12-17",
+                "output": [
+                  {
+                    "type": "message",
+                    "id": "msg_67ccd7f7b5848190a6f3e95d809f6b44072912b2993db808",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "The classic tongue twister...",
+                        "annotations": []
+                      }
+                    ]
+                  }
+                ],
+                "parallel_tool_calls": true,
+                "previous_response_id": null,
+                "reasoning": {
+                  "effort": "high",
+                  "summary": null
+                },
+                "store": true,
+                "temperature": 1.0,
+                "text": {
+                  "format": {
+                    "type": "text"
+                  }
+                },
+                "tool_choice": "auto",
+                "tools": [],
+                "top_p": 1.0,
+                "truncation": "disabled",
+                "usage": {
+                  "input_tokens": 81,
+                  "input_tokens_details": {
+                    "cached_tokens": 0
+                  },
+                  "output_tokens": 1035,
+                  "output_tokens_details": {
+                    "reasoning_tokens": 832
+                  },
+                  "total_tokens": 1116
+                },
+                "user": null,
+                "metadata": {}
+              }
+      description: >
+        Creates a model response. Provide [text](https://platform.openai.com/docs/guides/text) or
+
+        [image](https://platform.openai.com/docs/guides/images) inputs to generate
+        [text](https://platform.openai.com/docs/guides/text)
+
+        or [JSON](https://platform.openai.com/docs/guides/structured-outputs) outputs. Have the model call
+
+        your own [custom code](https://platform.openai.com/docs/guides/function-calling) or use built-in
+
+        [tools](https://platform.openai.com/docs/guides/tools) like [web
+        search](https://platform.openai.com/docs/guides/tools-web-search)
+
+        or [file search](https://platform.openai.com/docs/guides/tools-file-search) to use your own data
+
+        as input for the model's response.
+  /responses/{response_id}:
+    get:
+      operationId: getResponse
+      tags:
+        - Responses
+      summary: Get a model response
+      parameters:
+        - in: path
+          name: response_id
+          required: true
+          schema:
+            type: string
+            example: resp_677efb5139a88190b512bc3fef8e535d
+          description: The ID of the response to retrieve.
+        - in: query
+          name: include
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/IncludeEnum'
+          description: |
+            Additional fields to include in the response. See the `include`
+            parameter for Response creation above for more information.
+        - in: query
+          name: stream
+          schema:
+            type: boolean
+          description: >
+            If set to true, the model response data will be streamed to the client
+
+            as it is generated using [server-sent
+            events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format).
+
+            See the [Streaming section
+            below](https://platform.openai.com/docs/api-reference/responses-streaming)
+
+            for more information.
+        - in: query
+          name: starting_after
+          schema:
+            type: integer
+          description: |
+            The sequence number of the event after which to start streaming.
+        - in: query
+          name: include_obfuscation
+          schema:
+            type: boolean
+          description: |
+            When true, stream obfuscation will be enabled. Stream obfuscation adds
+            random characters to an `obfuscation` field on streaming delta events
+            to normalize payload sizes as a mitigation to certain side-channel
+            attacks. These obfuscation fields are included by default, but add a
+            small amount of overhead to the data stream. You can set
+            `include_obfuscation` to false to optimize for bandwidth if you trust
+            the network links between your application and the OpenAI API.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Response'
+      x-oaiMeta:
+        name: Get a model response
+        group: responses
+        returns: |
+          The [Response](https://platform.openai.com/docs/api-reference/responses/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "resp_67cb71b351908190a308f3859487620d06981a8637e6bc44",
+              "object": "response",
+              "created_at": 1741386163,
+              "status": "completed",
+              "error": null,
+              "incomplete_details": null,
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-2024-08-06",
+              "output": [
+                {
+                  "type": "message",
+                  "id": "msg_67cb71b3c2b0819084d481baaaf148f206981a8637e6bc44",
+                  "status": "completed",
+                  "role": "assistant",
+                  "content": [
+                    {
+                      "type": "output_text",
+                      "text": "Silent circuits hum,  \nThoughts emerge in data streams—  \nDigital dawn breaks.",
+                      "annotations": []
+                    }
+                  ]
+                }
+              ],
+              "parallel_tool_calls": true,
+              "previous_response_id": null,
+              "reasoning": {
+                "effort": null,
+                "summary": null
+              },
+              "store": true,
+              "temperature": 1.0,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1.0,
+              "truncation": "disabled",
+              "usage": {
+                "input_tokens": 32,
+                "input_tokens_details": {
+                  "cached_tokens": 0
+                },
+                "output_tokens": 18,
+                "output_tokens_details": {
+                  "reasoning_tokens": 0
+                },
+                "total_tokens": 50
+              },
+              "user": null,
+              "metadata": {}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/responses/resp_123 \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+            javascript: |
+              import OpenAI from "openai";
+              const client = new OpenAI();
+
+              const response = await client.responses.retrieve("resp_123");
+              console.log(response);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.responses.retrieve(
+                  response_id="resp_677efb5139a88190b512bc3fef8e535d",
+              )
+              print(response.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.responses.retrieve('resp_677efb5139a88190b512bc3fef8e535d');
+
+              console.log(response.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/responses"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.Responses.Get(
+                  context.TODO(),
+                  "resp_677efb5139a88190b512bc3fef8e535d",
+                  responses.ResponseGetParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.responses.Response;
+              import com.openai.models.responses.ResponseRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Response response = client.responses().retrieve("resp_677efb5139a88190b512bc3fef8e535d");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.responses.retrieve("resp_677efb5139a88190b512bc3fef8e535d")
+
+              puts(response)
+      description: |
+        Retrieves a model response with the given ID.
+    delete:
+      operationId: deleteResponse
+      tags:
+        - Responses
+      summary: Delete a model response
+      parameters:
+        - in: path
+          name: response_id
+          required: true
+          schema:
+            type: string
+            example: resp_677efb5139a88190b512bc3fef8e535d
+          description: The ID of the response to delete.
+      responses:
+        '200':
+          description: OK
+        '404':
+          description: Not Found
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Error'
+      x-oaiMeta:
+        name: Delete a model response
+        group: responses
+        returns: |
+          A success message.
+        examples:
+          response: |
+            {
+              "id": "resp_6786a1bec27481909a17d673315b29f6",
+              "object": "response",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/responses/resp_123 \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+            javascript: |
+              import OpenAI from "openai";
+              const client = new OpenAI();
+
+              const response = await client.responses.delete("resp_123");
+              console.log(response);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              client.responses.delete(
+                  "resp_677efb5139a88190b512bc3fef8e535d",
+              )
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              await client.responses.delete('resp_677efb5139a88190b512bc3fef8e535d');
+            go: |
+              package main
+
+              import (
+                "context"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                err := client.Responses.Delete(context.TODO(), "resp_677efb5139a88190b512bc3fef8e535d")
+                if err != nil {
+                  panic(err.Error())
+                }
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.responses.ResponseDeleteParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      client.responses().delete("resp_677efb5139a88190b512bc3fef8e535d");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              result = openai.responses.delete("resp_677efb5139a88190b512bc3fef8e535d")
+
+              puts(result)
+      description: |
+        Deletes a model response with the given ID.
+  /responses/{response_id}/cancel:
+    post:
+      operationId: cancelResponse
+      tags:
+        - Responses
+      summary: Cancel a response
+      parameters:
+        - in: path
+          name: response_id
+          required: true
+          schema:
+            type: string
+            example: resp_677efb5139a88190b512bc3fef8e535d
+          description: The ID of the response to cancel.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Response'
+        '404':
+          description: Not Found
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Error'
+      x-oaiMeta:
+        name: Cancel a response
+        group: responses
+        returns: |
+          A [Response](https://platform.openai.com/docs/api-reference/responses/object) object.
+        examples:
+          response: |
+            {
+              "id": "resp_67cb71b351908190a308f3859487620d06981a8637e6bc44",
+              "object": "response",
+              "created_at": 1741386163,
+              "status": "completed",
+              "error": null,
+              "incomplete_details": null,
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-2024-08-06",
+              "output": [
+                {
+                  "type": "message",
+                  "id": "msg_67cb71b3c2b0819084d481baaaf148f206981a8637e6bc44",
+                  "status": "completed",
+                  "role": "assistant",
+                  "content": [
+                    {
+                      "type": "output_text",
+                      "text": "Silent circuits hum,  \nThoughts emerge in data streams—  \nDigital dawn breaks.",
+                      "annotations": []
+                    }
+                  ]
+                }
+              ],
+              "parallel_tool_calls": true,
+              "previous_response_id": null,
+              "reasoning": {
+                "effort": null,
+                "summary": null
+              },
+              "store": true,
+              "temperature": 1.0,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1.0,
+              "truncation": "disabled",
+              "usage": {
+                "input_tokens": 32,
+                "input_tokens_details": {
+                  "cached_tokens": 0
+                },
+                "output_tokens": 18,
+                "output_tokens_details": {
+                  "reasoning_tokens": 0
+                },
+                "total_tokens": 50
+              },
+              "user": null,
+              "metadata": {}
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/responses/resp_123/cancel \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+            javascript: |
+              import OpenAI from "openai";
+              const client = new OpenAI();
+
+              const response = await client.responses.cancel("resp_123");
+              console.log(response);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.responses.cancel(
+                  "resp_677efb5139a88190b512bc3fef8e535d",
+              )
+              print(response.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.responses.cancel('resp_677efb5139a88190b512bc3fef8e535d');
+
+              console.log(response.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.Responses.Cancel(context.TODO(), "resp_677efb5139a88190b512bc3fef8e535d")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.responses.Response;
+              import com.openai.models.responses.ResponseCancelParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Response response = client.responses().cancel("resp_677efb5139a88190b512bc3fef8e535d");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.responses.cancel("resp_677efb5139a88190b512bc3fef8e535d")
+
+              puts(response)
+      description: |
+        Cancels a model response with the given ID. Only responses created with
+        the `background` parameter set to `true` can be cancelled.
+        [Learn more](https://platform.openai.com/docs/guides/background).
+  /responses/{response_id}/input_items:
+    get:
+      operationId: listInputItems
+      tags:
+        - Responses
+      summary: List input items
+      parameters:
+        - in: path
+          name: response_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the response to retrieve input items for.
+        - name: limit
+          in: query
+          description: |
+            A limit on the number of objects to be returned. Limit can range between
+            1 and 100, and the default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - in: query
+          name: order
+          schema:
+            type: string
+            enum:
+              - asc
+              - desc
+          description: |
+            The order to return the input items in. Default is `desc`.
+            - `asc`: Return the input items in ascending order.
+            - `desc`: Return the input items in descending order.
+        - in: query
+          name: after
+          schema:
+            type: string
+          description: |
+            An item ID to list items after, used in pagination.
+        - in: query
+          name: include
+          schema:
+            type: array
+            items:
+              $ref: '#/components/schemas/IncludeEnum'
+          description: |
+            Additional fields to include in the response. See the `include`
+            parameter for Response creation above for more information.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ResponseItemList'
+      x-oaiMeta:
+        name: List input items
+        group: responses
+        returns: A list of input item objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "msg_abc123",
+                  "type": "message",
+                  "role": "user",
+                  "content": [
+                    {
+                      "type": "input_text",
+                      "text": "Tell me a three sentence bedtime story about a unicorn."
+                    }
+                  ]
+                }
+              ],
+              "first_id": "msg_abc123",
+              "last_id": "msg_abc123",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/responses/resp_abc123/input_items \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY"
+            javascript: |
+              import OpenAI from "openai";
+              const client = new OpenAI();
+
+              const response = await client.responses.inputItems.list("resp_123");
+              console.log(response.data);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.responses.input_items.list(
+                  response_id="response_id",
+              )
+              page = page.data[0]
+              print(page)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const responseItem of client.responses.inputItems.list('response_id')) {
+                console.log(responseItem);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/responses"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Responses.InputItems.List(
+                  context.TODO(),
+                  "response_id",
+                  responses.InputItemListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.responses.inputitems.InputItemListPage;
+              import com.openai.models.responses.inputitems.InputItemListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      InputItemListPage page = client.responses().inputItems().list("response_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.responses.input_items.list("response_id")
+
+              puts(page)
+      description: Returns a list of input items for a given response.
+  /threads:
+    post:
+      operationId: createThread
+      tags:
+        - Assistants
+      summary: Create thread
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateThreadRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadObject'
+      x-oaiMeta:
+        name: Create thread
+        group: threads
+        beta: true
+        returns: A [thread](https://platform.openai.com/docs/api-reference/threads) object.
+        examples:
+          - title: Empty
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d ''
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                thread = client.beta.threads.create()
+                print(thread.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const thread = await client.beta.threads.create();
+
+                console.log(thread.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  thread, err := client.Beta.Threads.New(context.TODO(), openai.BetaThreadNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", thread.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.Thread;
+                import com.openai.models.beta.threads.ThreadCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Thread thread = client.beta().threads().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                thread = openai.beta.threads.create
+
+                puts(thread)
+            response: |
+              {
+                "id": "thread_abc123",
+                "object": "thread",
+                "created_at": 1699012949,
+                "metadata": {},
+                "tool_resources": {}
+              }
+          - title: Messages
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                    "messages": [{
+                      "role": "user",
+                      "content": "Hello, what is AI?"
+                    }, {
+                      "role": "user",
+                      "content": "How does AI work? Explain it in simple terms."
+                    }]
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                thread = client.beta.threads.create()
+                print(thread.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const thread = await client.beta.threads.create();
+
+                console.log(thread.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  thread, err := client.Beta.Threads.New(context.TODO(), openai.BetaThreadNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", thread.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.Thread;
+                import com.openai.models.beta.threads.ThreadCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Thread thread = client.beta().threads().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                thread = openai.beta.threads.create
+
+                puts(thread)
+            response: |
+              {
+                "id": "thread_abc123",
+                "object": "thread",
+                "created_at": 1699014083,
+                "metadata": {},
+                "tool_resources": {}
+              }
+      description: Create a thread.
+  /threads/runs:
+    post:
+      operationId: createThreadAndRun
+      tags:
+        - Assistants
+      summary: Create thread and run
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateThreadAndRunRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Create thread and run
+        group: threads
+        beta: true
+        returns: A [run](https://platform.openai.com/docs/api-reference/runs/object) object.
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                      "assistant_id": "asst_abc123",
+                      "thread": {
+                        "messages": [
+                          {"role": "user", "content": "Explain deep learning to a 5 year old."}
+                        ]
+                      }
+                    }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.create_and_run(
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const run = await client.beta.threads.createAndRun({ assistant_id: 'assistant_id' });
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.NewAndRun(context.TODO(), openai.BetaThreadNewAndRunParams{
+                    AssistantID: "assistant_id",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.ThreadCreateAndRunParams;
+                import com.openai.models.beta.threads.runs.Run;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ThreadCreateAndRunParams params = ThreadCreateAndRunParams.builder()
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().createAndRun(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.create_and_run(assistant_id: "assistant_id")
+
+                puts(run)
+            response: |
+              {
+                "id": "run_abc123",
+                "object": "thread.run",
+                "created_at": 1699076792,
+                "assistant_id": "asst_abc123",
+                "thread_id": "thread_abc123",
+                "status": "queued",
+                "started_at": null,
+                "expires_at": 1699077392,
+                "cancelled_at": null,
+                "failed_at": null,
+                "completed_at": null,
+                "required_action": null,
+                "last_error": null,
+                "model": "gpt-4o",
+                "instructions": "You are a helpful assistant.",
+                "tools": [],
+                "tool_resources": {},
+                "metadata": {},
+                "temperature": 1.0,
+                "top_p": 1.0,
+                "max_completion_tokens": null,
+                "max_prompt_tokens": null,
+                "truncation_strategy": {
+                  "type": "auto",
+                  "last_messages": null
+                },
+                "incomplete_details": null,
+                "usage": null,
+                "response_format": "auto",
+                "tool_choice": "auto",
+                "parallel_tool_calls": true
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "assistant_id": "asst_123",
+                    "thread": {
+                      "messages": [
+                        {"role": "user", "content": "Hello"}
+                      ]
+                    },
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.create_and_run(
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const run = await client.beta.threads.createAndRun({ assistant_id: 'assistant_id' });
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.NewAndRun(context.TODO(), openai.BetaThreadNewAndRunParams{
+                    AssistantID: "assistant_id",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.ThreadCreateAndRunParams;
+                import com.openai.models.beta.threads.runs.Run;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ThreadCreateAndRunParams params = ThreadCreateAndRunParams.builder()
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().createAndRun(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.create_and_run(assistant_id: "assistant_id")
+
+                puts(run)
+            response: >
+              event: thread.created
+
+              data: {"id":"thread_123","object":"thread","created_at":1710348075,"metadata":{}}
+
+
+              event: thread.run.created
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}
+
+
+              event: thread.run.queued
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}
+
+
+              event: thread.run.in_progress
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"tool_resources":{},"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}
+
+
+              event: thread.run.step.created
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.run.step.in_progress
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.message.created
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],
+              "metadata":{}}
+
+
+              event: thread.message.in_progress
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],
+              "metadata":{}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}}
+
+
+              ...
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              today"}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}}
+
+
+              event: thread.message.completed
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello!
+              How can I assist you today?","annotations":[]}}], "metadata":{}}
+
+
+              event: thread.run.step.completed
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}}
+
+
+              event: thread.run.completed
+
+              {"id":"run_123","object":"thread.run","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1713226836,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1713226837,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}
+
+
+              event: done
+
+              data: [DONE]
+          - title: Streaming with Functions
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "assistant_id": "asst_abc123",
+                    "thread": {
+                      "messages": [
+                        {"role": "user", "content": "What is the weather like in San Francisco?"}
+                      ]
+                    },
+                    "tools": [
+                      {
+                        "type": "function",
+                        "function": {
+                          "name": "get_current_weather",
+                          "description": "Get the current weather in a given location",
+                          "parameters": {
+                            "type": "object",
+                            "properties": {
+                              "location": {
+                                "type": "string",
+                                "description": "The city and state, e.g. San Francisco, CA"
+                              },
+                              "unit": {
+                                "type": "string",
+                                "enum": ["celsius", "fahrenheit"]
+                              }
+                            },
+                            "required": ["location"]
+                          }
+                        }
+                      }
+                    ],
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.create_and_run(
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const run = await client.beta.threads.createAndRun({ assistant_id: 'assistant_id' });
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.NewAndRun(context.TODO(), openai.BetaThreadNewAndRunParams{
+                    AssistantID: "assistant_id",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.ThreadCreateAndRunParams;
+                import com.openai.models.beta.threads.runs.Run;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ThreadCreateAndRunParams params = ThreadCreateAndRunParams.builder()
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().createAndRun(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.create_and_run(assistant_id: "assistant_id")
+
+                puts(run)
+            response: >
+              event: thread.created
+
+              data: {"id":"thread_123","object":"thread","created_at":1710351818,"metadata":{}}
+
+
+              event: thread.run.created
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.queued
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.in_progress
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.step.created
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null}
+
+
+              event: thread.run.step.in_progress
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710351819,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710352418,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[]},"usage":null}
+
+
+              event: thread.run.step.delta
+
+              data:
+              {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"","output":null}}]}}}
+
+
+              event: thread.run.step.delta
+
+              data:
+              {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"{\""}}]}}}
+
+
+              event: thread.run.step.delta
+
+              data:
+              {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"location"}}]}}}
+
+
+              ...
+
+
+              event: thread.run.step.delta
+
+              data:
+              {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"ahrenheit"}}]}}}
+
+
+              event: thread.run.step.delta
+
+              data:
+              {"id":"step_001","object":"thread.run.step.delta","delta":{"step_details":{"type":"tool_calls","tool_calls":[{"index":0,"type":"function","function":{"arguments":"\"}"}}]}}}
+
+
+              event: thread.run.requires_action
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710351818,"assistant_id":"asst_123","thread_id":"thread_123","status":"requires_action","started_at":1710351818,"expires_at":1710352418,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":{"type":"submit_tool_outputs","submit_tool_outputs":{"tool_calls":[{"id":"call_XXNp8YGaFrjrSjgqxtC8JJ1B","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San
+              Francisco,
+              CA\",\"unit\":\"fahrenheit\"}"}}]}},"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":345,"completion_tokens":11,"total_tokens":356},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: done
+
+              data: [DONE]
+      description: Create a thread and run it in one request.
+  /threads/{thread_id}:
+    get:
+      operationId: getThread
+      tags:
+        - Assistants
+      summary: Retrieve thread
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to retrieve.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadObject'
+      x-oaiMeta:
+        name: Retrieve thread
+        group: threads
+        beta: true
+        returns: >-
+          The [thread](https://platform.openai.com/docs/api-reference/threads/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "thread_abc123",
+              "object": "thread",
+              "created_at": 1699014083,
+              "metadata": {},
+              "tool_resources": {
+                "code_interpreter": {
+                  "file_ids": []
+                }
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              thread = client.beta.threads.retrieve(
+                  "thread_id",
+              )
+              print(thread.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const thread = await client.beta.threads.retrieve('thread_id');
+
+              console.log(thread.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                thread, err := client.Beta.Threads.Get(context.TODO(), "thread_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", thread.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.Thread;
+              import com.openai.models.beta.threads.ThreadRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Thread thread = client.beta().threads().retrieve("thread_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              thread = openai.beta.threads.retrieve("thread_id")
+
+              puts(thread)
+      description: Retrieves a thread.
+    post:
+      operationId: modifyThread
+      tags:
+        - Assistants
+      summary: Modify thread
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to modify. Only the `metadata` can be modified.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModifyThreadRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadObject'
+      x-oaiMeta:
+        name: Modify thread
+        group: threads
+        beta: true
+        returns: >-
+          The modified [thread](https://platform.openai.com/docs/api-reference/threads/object) object matching
+          the specified ID.
+        examples:
+          response: |
+            {
+              "id": "thread_abc123",
+              "object": "thread",
+              "created_at": 1699014083,
+              "metadata": {
+                "modified": "true",
+                "user": "abc123"
+              },
+              "tool_resources": {}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                    "metadata": {
+                      "modified": "true",
+                      "user": "abc123"
+                    }
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              thread = client.beta.threads.update(
+                  thread_id="thread_id",
+              )
+              print(thread.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const thread = await client.beta.threads.update('thread_id');
+
+              console.log(thread.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                thread, err := client.Beta.Threads.Update(
+                  context.TODO(),
+                  "thread_id",
+                  openai.BetaThreadUpdateParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", thread.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.Thread;
+              import com.openai.models.beta.threads.ThreadUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Thread thread = client.beta().threads().update("thread_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              thread = openai.beta.threads.update("thread_id")
+
+              puts(thread)
+      description: Modifies a thread.
+    delete:
+      operationId: deleteThread
+      tags:
+        - Assistants
+      summary: Delete thread
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteThreadResponse'
+      x-oaiMeta:
+        name: Delete thread
+        group: threads
+        beta: true
+        returns: Deletion status
+        examples:
+          response: |
+            {
+              "id": "thread_abc123",
+              "object": "thread.deleted",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X DELETE
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              thread_deleted = client.beta.threads.delete(
+                  "thread_id",
+              )
+              print(thread_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const threadDeleted = await client.beta.threads.delete('thread_id');
+
+              console.log(threadDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                threadDeleted, err := client.Beta.Threads.Delete(context.TODO(), "thread_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", threadDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.ThreadDeleteParams;
+              import com.openai.models.beta.threads.ThreadDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ThreadDeleted threadDeleted = client.beta().threads().delete("thread_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              thread_deleted = openai.beta.threads.delete("thread_id")
+
+              puts(thread_deleted)
+      description: Delete a thread.
+  /threads/{thread_id}/messages:
+    get:
+      operationId: listMessages
+      tags:
+        - Assistants
+      summary: List messages
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) the messages belong
+            to.
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+        - name: run_id
+          in: query
+          description: |
+            Filter messages by the run ID that generated them.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListMessagesResponse'
+      x-oaiMeta:
+        name: List messages
+        group: threads
+        beta: true
+        returns: A list of [message](https://platform.openai.com/docs/api-reference/messages) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "msg_abc123",
+                  "object": "thread.message",
+                  "created_at": 1699016383,
+                  "assistant_id": null,
+                  "thread_id": "thread_abc123",
+                  "run_id": null,
+                  "role": "user",
+                  "content": [
+                    {
+                      "type": "text",
+                      "text": {
+                        "value": "How does AI work? Explain it in simple terms.",
+                        "annotations": []
+                      }
+                    }
+                  ],
+                  "attachments": [],
+                  "metadata": {}
+                },
+                {
+                  "id": "msg_abc456",
+                  "object": "thread.message",
+                  "created_at": 1699016383,
+                  "assistant_id": null,
+                  "thread_id": "thread_abc123",
+                  "run_id": null,
+                  "role": "user",
+                  "content": [
+                    {
+                      "type": "text",
+                      "text": {
+                        "value": "Hello, what is AI?",
+                        "annotations": []
+                      }
+                    }
+                  ],
+                  "attachments": [],
+                  "metadata": {}
+                }
+              ],
+              "first_id": "msg_abc123",
+              "last_id": "msg_abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/messages \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.beta.threads.messages.list(
+                  thread_id="thread_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const message of client.beta.threads.messages.list('thread_id')) {
+                console.log(message.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Beta.Threads.Messages.List(
+                  context.TODO(),
+                  "thread_id",
+                  openai.BetaThreadMessageListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.messages.MessageListPage;
+              import com.openai.models.beta.threads.messages.MessageListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageListPage page = client.beta().threads().messages().list("thread_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.beta.threads.messages.list("thread_id")
+
+              puts(page)
+      description: Returns a list of messages for a given thread.
+    post:
+      operationId: createMessage
+      tags:
+        - Assistants
+      summary: Create message
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) to create a message
+            for.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateMessageRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/MessageObject'
+      x-oaiMeta:
+        name: Create message
+        group: threads
+        beta: true
+        returns: A [message](https://platform.openai.com/docs/api-reference/messages/object) object.
+        examples:
+          response: |
+            {
+              "id": "msg_abc123",
+              "object": "thread.message",
+              "created_at": 1713226573,
+              "assistant_id": null,
+              "thread_id": "thread_abc123",
+              "run_id": null,
+              "role": "user",
+              "content": [
+                {
+                  "type": "text",
+                  "text": {
+                    "value": "How does AI work? Explain it in simple terms.",
+                    "annotations": []
+                  }
+                }
+              ],
+              "attachments": [],
+              "metadata": {}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/messages \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                    "role": "user",
+                    "content": "How does AI work? Explain it in simple terms."
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              message = client.beta.threads.messages.create(
+                  thread_id="thread_id",
+                  content="string",
+                  role="user",
+              )
+              print(message.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const message = await client.beta.threads.messages.create('thread_id', { content: 'string',
+              role: 'user' });
+
+
+              console.log(message.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                message, err := client.Beta.Threads.Messages.New(
+                  context.TODO(),
+                  "thread_id",
+                  openai.BetaThreadMessageNewParams{
+                    Content: openai.BetaThreadMessageNewParamsContentUnion{
+                      OfString: openai.String("string"),
+                    },
+                    Role: openai.BetaThreadMessageNewParamsRoleUser,
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", message.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.messages.Message;
+              import com.openai.models.beta.threads.messages.MessageCreateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageCreateParams params = MessageCreateParams.builder()
+                          .threadId("thread_id")
+                          .content("string")
+                          .role(MessageCreateParams.Role.USER)
+                          .build();
+                      Message message = client.beta().threads().messages().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              message = openai.beta.threads.messages.create("thread_id", content: "string", role: :user)
+
+              puts(message)
+      description: Create a message.
+  /threads/{thread_id}/messages/{message_id}:
+    get:
+      operationId: getMessage
+      tags:
+        - Assistants
+      summary: Retrieve message
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) to which this
+            message belongs.
+        - in: path
+          name: message_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the message to retrieve.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/MessageObject'
+      x-oaiMeta:
+        name: Retrieve message
+        group: threads
+        beta: true
+        returns: >-
+          The [message](https://platform.openai.com/docs/api-reference/messages/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "msg_abc123",
+              "object": "thread.message",
+              "created_at": 1699017614,
+              "assistant_id": null,
+              "thread_id": "thread_abc123",
+              "run_id": null,
+              "role": "user",
+              "content": [
+                {
+                  "type": "text",
+                  "text": {
+                    "value": "How does AI work? Explain it in simple terms.",
+                    "annotations": []
+                  }
+                }
+              ],
+              "attachments": [],
+              "metadata": {}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              message = client.beta.threads.messages.retrieve(
+                  message_id="message_id",
+                  thread_id="thread_id",
+              )
+              print(message.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const message = await client.beta.threads.messages.retrieve('message_id', { thread_id:
+              'thread_id' });
+
+
+              console.log(message.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                message, err := client.Beta.Threads.Messages.Get(
+                  context.TODO(),
+                  "thread_id",
+                  "message_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", message.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.messages.Message;
+              import com.openai.models.beta.threads.messages.MessageRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageRetrieveParams params = MessageRetrieveParams.builder()
+                          .threadId("thread_id")
+                          .messageId("message_id")
+                          .build();
+                      Message message = client.beta().threads().messages().retrieve(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              message = openai.beta.threads.messages.retrieve("message_id", thread_id: "thread_id")
+
+              puts(message)
+      description: Retrieve a message.
+    post:
+      operationId: modifyMessage
+      tags:
+        - Assistants
+      summary: Modify message
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to which this message belongs.
+        - in: path
+          name: message_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the message to modify.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModifyMessageRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/MessageObject'
+      x-oaiMeta:
+        name: Modify message
+        group: threads
+        beta: true
+        returns: The modified [message](https://platform.openai.com/docs/api-reference/messages/object) object.
+        examples:
+          response: |
+            {
+              "id": "msg_abc123",
+              "object": "thread.message",
+              "created_at": 1699017614,
+              "assistant_id": null,
+              "thread_id": "thread_abc123",
+              "run_id": null,
+              "role": "user",
+              "content": [
+                {
+                  "type": "text",
+                  "text": {
+                    "value": "How does AI work? Explain it in simple terms.",
+                    "annotations": []
+                  }
+                }
+              ],
+              "file_ids": [],
+              "metadata": {
+                "modified": "true",
+                "user": "abc123"
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                    "metadata": {
+                      "modified": "true",
+                      "user": "abc123"
+                    }
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              message = client.beta.threads.messages.update(
+                  message_id="message_id",
+                  thread_id="thread_id",
+              )
+              print(message.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const message = await client.beta.threads.messages.update('message_id', { thread_id: 'thread_id'
+              });
+
+
+              console.log(message.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                message, err := client.Beta.Threads.Messages.Update(
+                  context.TODO(),
+                  "thread_id",
+                  "message_id",
+                  openai.BetaThreadMessageUpdateParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", message.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.messages.Message;
+              import com.openai.models.beta.threads.messages.MessageUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageUpdateParams params = MessageUpdateParams.builder()
+                          .threadId("thread_id")
+                          .messageId("message_id")
+                          .build();
+                      Message message = client.beta().threads().messages().update(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              message = openai.beta.threads.messages.update("message_id", thread_id: "thread_id")
+
+              puts(message)
+      description: Modifies a message.
+    delete:
+      operationId: deleteMessage
+      tags:
+        - Assistants
+      summary: Delete message
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to which this message belongs.
+        - in: path
+          name: message_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the message to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteMessageResponse'
+      x-oaiMeta:
+        name: Delete message
+        group: threads
+        beta: true
+        returns: Deletion status
+        examples:
+          response: |
+            {
+              "id": "msg_abc123",
+              "object": "thread.message.deleted",
+              "deleted": true
+            }
+          request:
+            curl: |
+              curl -X DELETE https://api.openai.com/v1/threads/thread_abc123/messages/msg_abc123 \
+                -H "Content-Type: application/json" \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              message_deleted = client.beta.threads.messages.delete(
+                  message_id="message_id",
+                  thread_id="thread_id",
+              )
+              print(message_deleted.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const messageDeleted = await client.beta.threads.messages.delete('message_id', { thread_id:
+              'thread_id' });
+
+
+              console.log(messageDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                messageDeleted, err := client.Beta.Threads.Messages.Delete(
+                  context.TODO(),
+                  "thread_id",
+                  "message_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", messageDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.messages.MessageDeleteParams;
+              import com.openai.models.beta.threads.messages.MessageDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      MessageDeleteParams params = MessageDeleteParams.builder()
+                          .threadId("thread_id")
+                          .messageId("message_id")
+                          .build();
+                      MessageDeleted messageDeleted = client.beta().threads().messages().delete(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              message_deleted = openai.beta.threads.messages.delete("message_id", thread_id: "thread_id")
+
+              puts(message_deleted)
+      description: Deletes a message.
+  /threads/{thread_id}/runs:
+    get:
+      operationId: listRuns
+      tags:
+        - Assistants
+      summary: List runs
+      parameters:
+        - name: thread_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread the run belongs to.
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListRunsResponse'
+      x-oaiMeta:
+        name: List runs
+        group: threads
+        beta: true
+        returns: A list of [run](https://platform.openai.com/docs/api-reference/runs/object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "run_abc123",
+                  "object": "thread.run",
+                  "created_at": 1699075072,
+                  "assistant_id": "asst_abc123",
+                  "thread_id": "thread_abc123",
+                  "status": "completed",
+                  "started_at": 1699075072,
+                  "expires_at": null,
+                  "cancelled_at": null,
+                  "failed_at": null,
+                  "completed_at": 1699075073,
+                  "last_error": null,
+                  "model": "gpt-4o",
+                  "instructions": null,
+                  "incomplete_details": null,
+                  "tools": [
+                    {
+                      "type": "code_interpreter"
+                    }
+                  ],
+                  "tool_resources": {
+                    "code_interpreter": {
+                      "file_ids": [
+                        "file-abc123",
+                        "file-abc456"
+                      ]
+                    }
+                  },
+                  "metadata": {},
+                  "usage": {
+                    "prompt_tokens": 123,
+                    "completion_tokens": 456,
+                    "total_tokens": 579
+                  },
+                  "temperature": 1.0,
+                  "top_p": 1.0,
+                  "max_prompt_tokens": 1000,
+                  "max_completion_tokens": 1000,
+                  "truncation_strategy": {
+                    "type": "auto",
+                    "last_messages": null
+                  },
+                  "response_format": "auto",
+                  "tool_choice": "auto",
+                  "parallel_tool_calls": true
+                },
+                {
+                  "id": "run_abc456",
+                  "object": "thread.run",
+                  "created_at": 1699063290,
+                  "assistant_id": "asst_abc123",
+                  "thread_id": "thread_abc123",
+                  "status": "completed",
+                  "started_at": 1699063290,
+                  "expires_at": null,
+                  "cancelled_at": null,
+                  "failed_at": null,
+                  "completed_at": 1699063291,
+                  "last_error": null,
+                  "model": "gpt-4o",
+                  "instructions": null,
+                  "incomplete_details": null,
+                  "tools": [
+                    {
+                      "type": "code_interpreter"
+                    }
+                  ],
+                  "tool_resources": {
+                    "code_interpreter": {
+                      "file_ids": [
+                        "file-abc123",
+                        "file-abc456"
+                      ]
+                    }
+                  },
+                  "metadata": {},
+                  "usage": {
+                    "prompt_tokens": 123,
+                    "completion_tokens": 456,
+                    "total_tokens": 579
+                  },
+                  "temperature": 1.0,
+                  "top_p": 1.0,
+                  "max_prompt_tokens": 1000,
+                  "max_completion_tokens": 1000,
+                  "truncation_strategy": {
+                    "type": "auto",
+                    "last_messages": null
+                  },
+                  "response_format": "auto",
+                  "tool_choice": "auto",
+                  "parallel_tool_calls": true
+                }
+              ],
+              "first_id": "run_abc123",
+              "last_id": "run_abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.beta.threads.runs.list(
+                  thread_id="thread_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const run of client.beta.threads.runs.list('thread_id')) {
+                console.log(run.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Beta.Threads.Runs.List(
+                  context.TODO(),
+                  "thread_id",
+                  openai.BetaThreadRunListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.RunListPage;
+              import com.openai.models.beta.threads.runs.RunListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunListPage page = client.beta().threads().runs().list("thread_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.beta.threads.runs.list("thread_id")
+
+              puts(page)
+      description: Returns a list of runs belonging to a thread.
+    post:
+      operationId: createRun
+      tags:
+        - Assistants
+      summary: Create run
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to run.
+        - name: include[]
+          in: query
+          description: >
+            A list of additional fields to include in the response. Currently the only supported value is
+            `step_details.tool_calls[*].file_search.results[*].content` to fetch the file search result
+            content.
+
+
+            See the [file search tool
+            documentation](https://platform.openai.com/docs/assistants/tools/file-search#customizing-file-search-settings)
+            for more information.
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - step_details.tool_calls[*].file_search.results[*].content
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateRunRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Create run
+        group: threads
+        beta: true
+        returns: A [run](https://platform.openai.com/docs/api-reference/runs/object) object.
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/thread_abc123/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "assistant_id": "asst_abc123"
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.runs.create(
+                    thread_id="thread_id",
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const run = await client.beta.threads.runs.create('thread_id', { assistant_id: 'assistant_id'
+                });
+
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.Runs.New(
+                    context.TODO(),
+                    "thread_id",
+                    openai.BetaThreadRunNewParams{
+                      AssistantID: "assistant_id",
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.runs.Run;
+                import com.openai.models.beta.threads.runs.RunCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        RunCreateParams params = RunCreateParams.builder()
+                            .threadId("thread_id")
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().runs().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.runs.create("thread_id", assistant_id: "assistant_id")
+
+                puts(run)
+            response: |
+              {
+                "id": "run_abc123",
+                "object": "thread.run",
+                "created_at": 1699063290,
+                "assistant_id": "asst_abc123",
+                "thread_id": "thread_abc123",
+                "status": "queued",
+                "started_at": 1699063290,
+                "expires_at": null,
+                "cancelled_at": null,
+                "failed_at": null,
+                "completed_at": 1699063291,
+                "last_error": null,
+                "model": "gpt-4o",
+                "instructions": null,
+                "incomplete_details": null,
+                "tools": [
+                  {
+                    "type": "code_interpreter"
+                  }
+                ],
+                "metadata": {},
+                "usage": null,
+                "temperature": 1.0,
+                "top_p": 1.0,
+                "max_prompt_tokens": 1000,
+                "max_completion_tokens": 1000,
+                "truncation_strategy": {
+                  "type": "auto",
+                  "last_messages": null
+                },
+                "response_format": "auto",
+                "tool_choice": "auto",
+                "parallel_tool_calls": true
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/thread_123/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "assistant_id": "asst_123",
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.runs.create(
+                    thread_id="thread_id",
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const run = await client.beta.threads.runs.create('thread_id', { assistant_id: 'assistant_id'
+                });
+
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.Runs.New(
+                    context.TODO(),
+                    "thread_id",
+                    openai.BetaThreadRunNewParams{
+                      AssistantID: "assistant_id",
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.runs.Run;
+                import com.openai.models.beta.threads.runs.RunCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        RunCreateParams params = RunCreateParams.builder()
+                            .threadId("thread_id")
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().runs().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.runs.create("thread_id", assistant_id: "assistant_id")
+
+                puts(run)
+            response: >
+              event: thread.run.created
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.queued
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.in_progress
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710330641,"expires_at":1710331240,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.step.created
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.run.step.in_progress
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.message.created
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.in_progress
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}}
+
+
+              ...
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              today"}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}}
+
+
+              event: thread.message.completed
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710330641,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710330642,"role":"assistant","content":[{"type":"text","text":{"value":"Hello!
+              How can I assist you today?","annotations":[]}}],"metadata":{}}
+
+
+              event: thread.run.step.completed
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710330641,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710330642,"expires_at":1710331240,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}}
+
+
+              event: thread.run.completed
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710330640,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710330641,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710330642,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: done
+
+              data: [DONE]
+          - title: Streaming with Functions
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/thread_abc123/runs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "assistant_id": "asst_abc123",
+                    "tools": [
+                      {
+                        "type": "function",
+                        "function": {
+                          "name": "get_current_weather",
+                          "description": "Get the current weather in a given location",
+                          "parameters": {
+                            "type": "object",
+                            "properties": {
+                              "location": {
+                                "type": "string",
+                                "description": "The city and state, e.g. San Francisco, CA"
+                              },
+                              "unit": {
+                                "type": "string",
+                                "enum": ["celsius", "fahrenheit"]
+                              }
+                            },
+                            "required": ["location"]
+                          }
+                        }
+                      }
+                    ],
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.runs.create(
+                    thread_id="thread_id",
+                    assistant_id="assistant_id",
+                )
+                print(run.id)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const run = await client.beta.threads.runs.create('thread_id', { assistant_id: 'assistant_id'
+                });
+
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.Runs.New(
+                    context.TODO(),
+                    "thread_id",
+                    openai.BetaThreadRunNewParams{
+                      AssistantID: "assistant_id",
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.runs.Run;
+                import com.openai.models.beta.threads.runs.RunCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        RunCreateParams params = RunCreateParams.builder()
+                            .threadId("thread_id")
+                            .assistantId("assistant_id")
+                            .build();
+                        Run run = client.beta().threads().runs().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                run = openai.beta.threads.runs.create("thread_id", assistant_id: "assistant_id")
+
+                puts(run)
+            response: >
+              event: thread.run.created
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.queued
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":null,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.in_progress
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710348075,"expires_at":1710348675,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.step.created
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.run.step.in_progress
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":null}
+
+
+              event: thread.message.created
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.in_progress
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"Hello","annotations":[]}}]}}
+
+
+              ...
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              today"}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_001","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"?"}}]}}
+
+
+              event: thread.message.completed
+
+              data:
+              {"id":"msg_001","object":"thread.message","created_at":1710348076,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710348077,"role":"assistant","content":[{"type":"text","text":{"value":"Hello!
+              How can I assist you today?","annotations":[]}}],"metadata":{}}
+
+
+              event: thread.run.step.completed
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710348076,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710348077,"expires_at":1710348675,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_001"}},"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31}}
+
+
+              event: thread.run.completed
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710348075,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710348075,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710348077,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: done
+
+              data: [DONE]
+      description: Create a run.
+  /threads/{thread_id}/runs/{run_id}:
+    get:
+      operationId: getRun
+      tags:
+        - Assistants
+      summary: Retrieve run
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) that was run.
+        - in: path
+          name: run_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to retrieve.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Retrieve run
+        group: threads
+        beta: true
+        returns: >-
+          The [run](https://platform.openai.com/docs/api-reference/runs/object) object matching the specified
+          ID.
+        examples:
+          response: |
+            {
+              "id": "run_abc123",
+              "object": "thread.run",
+              "created_at": 1699075072,
+              "assistant_id": "asst_abc123",
+              "thread_id": "thread_abc123",
+              "status": "completed",
+              "started_at": 1699075072,
+              "expires_at": null,
+              "cancelled_at": null,
+              "failed_at": null,
+              "completed_at": 1699075073,
+              "last_error": null,
+              "model": "gpt-4o",
+              "instructions": null,
+              "incomplete_details": null,
+              "tools": [
+                {
+                  "type": "code_interpreter"
+                }
+              ],
+              "metadata": {},
+              "usage": {
+                "prompt_tokens": 123,
+                "completion_tokens": 456,
+                "total_tokens": 579
+              },
+              "temperature": 1.0,
+              "top_p": 1.0,
+              "max_prompt_tokens": 1000,
+              "max_completion_tokens": 1000,
+              "truncation_strategy": {
+                "type": "auto",
+                "last_messages": null
+              },
+              "response_format": "auto",
+              "tool_choice": "auto",
+              "parallel_tool_calls": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.beta.threads.runs.retrieve(
+                  run_id="run_id",
+                  thread_id="thread_id",
+              )
+              print(run.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.beta.threads.runs.retrieve('run_id', { thread_id: 'thread_id' });
+
+              console.log(run.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                run, err := client.Beta.Threads.Runs.Get(
+                  context.TODO(),
+                  "thread_id",
+                  "run_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", run.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.Run;
+              import com.openai.models.beta.threads.runs.RunRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunRetrieveParams params = RunRetrieveParams.builder()
+                          .threadId("thread_id")
+                          .runId("run_id")
+                          .build();
+                      Run run = client.beta().threads().runs().retrieve(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.beta.threads.runs.retrieve("run_id", thread_id: "thread_id")
+
+              puts(run)
+      description: Retrieves a run.
+    post:
+      operationId: modifyRun
+      tags:
+        - Assistants
+      summary: Modify run
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) that was run.
+        - in: path
+          name: run_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to modify.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModifyRunRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Modify run
+        group: threads
+        beta: true
+        returns: >-
+          The modified [run](https://platform.openai.com/docs/api-reference/runs/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "run_abc123",
+              "object": "thread.run",
+              "created_at": 1699075072,
+              "assistant_id": "asst_abc123",
+              "thread_id": "thread_abc123",
+              "status": "completed",
+              "started_at": 1699075072,
+              "expires_at": null,
+              "cancelled_at": null,
+              "failed_at": null,
+              "completed_at": 1699075073,
+              "last_error": null,
+              "model": "gpt-4o",
+              "instructions": null,
+              "incomplete_details": null,
+              "tools": [
+                {
+                  "type": "code_interpreter"
+                }
+              ],
+              "tool_resources": {
+                "code_interpreter": {
+                  "file_ids": [
+                    "file-abc123",
+                    "file-abc456"
+                  ]
+                }
+              },
+              "metadata": {
+                "user_id": "user_abc123"
+              },
+              "usage": {
+                "prompt_tokens": 123,
+                "completion_tokens": 456,
+                "total_tokens": 579
+              },
+              "temperature": 1.0,
+              "top_p": 1.0,
+              "max_prompt_tokens": 1000,
+              "max_completion_tokens": 1000,
+              "truncation_strategy": {
+                "type": "auto",
+                "last_messages": null
+              },
+              "response_format": "auto",
+              "tool_choice": "auto",
+              "parallel_tool_calls": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                  "metadata": {
+                    "user_id": "user_abc123"
+                  }
+                }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.beta.threads.runs.update(
+                  run_id="run_id",
+                  thread_id="thread_id",
+              )
+              print(run.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.beta.threads.runs.update('run_id', { thread_id: 'thread_id' });
+
+              console.log(run.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                run, err := client.Beta.Threads.Runs.Update(
+                  context.TODO(),
+                  "thread_id",
+                  "run_id",
+                  openai.BetaThreadRunUpdateParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", run.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.Run;
+              import com.openai.models.beta.threads.runs.RunUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunUpdateParams params = RunUpdateParams.builder()
+                          .threadId("thread_id")
+                          .runId("run_id")
+                          .build();
+                      Run run = client.beta().threads().runs().update(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.beta.threads.runs.update("run_id", thread_id: "thread_id")
+
+              puts(run)
+      description: Modifies a run.
+  /threads/{thread_id}/runs/{run_id}/cancel:
+    post:
+      operationId: cancelRun
+      tags:
+        - Assistants
+      summary: Cancel a run
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to which this run belongs.
+        - in: path
+          name: run_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to cancel.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Cancel a run
+        group: threads
+        beta: true
+        returns: >-
+          The modified [run](https://platform.openai.com/docs/api-reference/runs/object) object matching the
+          specified ID.
+        examples:
+          response: |
+            {
+              "id": "run_abc123",
+              "object": "thread.run",
+              "created_at": 1699076126,
+              "assistant_id": "asst_abc123",
+              "thread_id": "thread_abc123",
+              "status": "cancelling",
+              "started_at": 1699076126,
+              "expires_at": 1699076726,
+              "cancelled_at": null,
+              "failed_at": null,
+              "completed_at": null,
+              "last_error": null,
+              "model": "gpt-4o",
+              "instructions": "You summarize books.",
+              "tools": [
+                {
+                  "type": "file_search"
+                }
+              ],
+              "tool_resources": {
+                "file_search": {
+                  "vector_store_ids": ["vs_123"]
+                }
+              },
+              "metadata": {},
+              "usage": null,
+              "temperature": 1.0,
+              "top_p": 1.0,
+              "response_format": "auto",
+              "tool_choice": "auto",
+              "parallel_tool_calls": true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/cancel \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X POST
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run = client.beta.threads.runs.cancel(
+                  run_id="run_id",
+                  thread_id="thread_id",
+              )
+              print(run.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const run = await client.beta.threads.runs.cancel('run_id', { thread_id: 'thread_id' });
+
+              console.log(run.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                run, err := client.Beta.Threads.Runs.Cancel(
+                  context.TODO(),
+                  "thread_id",
+                  "run_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", run.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.Run;
+              import com.openai.models.beta.threads.runs.RunCancelParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      RunCancelParams params = RunCancelParams.builder()
+                          .threadId("thread_id")
+                          .runId("run_id")
+                          .build();
+                      Run run = client.beta().threads().runs().cancel(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              run = openai.beta.threads.runs.cancel("run_id", thread_id: "thread_id")
+
+              puts(run)
+      description: Cancels a run that is `in_progress`.
+  /threads/{thread_id}/runs/{run_id}/steps:
+    get:
+      operationId: listRunSteps
+      tags:
+        - Assistants
+      summary: List run steps
+      parameters:
+        - name: thread_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread the run and run steps belong to.
+        - name: run_id
+          in: path
+          required: true
+          schema:
+            type: string
+          description: The ID of the run the run steps belong to.
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+        - name: include[]
+          in: query
+          description: >
+            A list of additional fields to include in the response. Currently the only supported value is
+            `step_details.tool_calls[*].file_search.results[*].content` to fetch the file search result
+            content.
+
+
+            See the [file search tool
+            documentation](https://platform.openai.com/docs/assistants/tools/file-search#customizing-file-search-settings)
+            for more information.
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - step_details.tool_calls[*].file_search.results[*].content
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListRunStepsResponse'
+      x-oaiMeta:
+        name: List run steps
+        group: threads
+        beta: true
+        returns: A list of [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "step_abc123",
+                  "object": "thread.run.step",
+                  "created_at": 1699063291,
+                  "run_id": "run_abc123",
+                  "assistant_id": "asst_abc123",
+                  "thread_id": "thread_abc123",
+                  "type": "message_creation",
+                  "status": "completed",
+                  "cancelled_at": null,
+                  "completed_at": 1699063291,
+                  "expired_at": null,
+                  "failed_at": null,
+                  "last_error": null,
+                  "step_details": {
+                    "type": "message_creation",
+                    "message_creation": {
+                      "message_id": "msg_abc123"
+                    }
+                  },
+                  "usage": {
+                    "prompt_tokens": 123,
+                    "completion_tokens": 456,
+                    "total_tokens": 579
+                  }
+                }
+              ],
+              "first_id": "step_abc123",
+              "last_id": "step_abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.beta.threads.runs.steps.list(
+                  run_id="run_id",
+                  thread_id="thread_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              // Automatically fetches more pages as needed.
+
+              for await (const runStep of client.beta.threads.runs.steps.list('run_id', { thread_id:
+              'thread_id' })) {
+                console.log(runStep.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.Beta.Threads.Runs.Steps.List(
+                  context.TODO(),
+                  "thread_id",
+                  "run_id",
+                  openai.BetaThreadRunStepListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.steps.StepListPage;
+              import com.openai.models.beta.threads.runs.steps.StepListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      StepListParams params = StepListParams.builder()
+                          .threadId("thread_id")
+                          .runId("run_id")
+                          .build();
+                      StepListPage page = client.beta().threads().runs().steps().list(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.beta.threads.runs.steps.list("run_id", thread_id: "thread_id")
+
+              puts(page)
+      description: Returns a list of run steps belonging to a run.
+  /threads/{thread_id}/runs/{run_id}/steps/{step_id}:
+    get:
+      operationId: getRunStep
+      tags:
+        - Assistants
+      summary: Retrieve run step
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the thread to which the run and run step belongs.
+        - in: path
+          name: run_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run to which the run step belongs.
+        - in: path
+          name: step_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run step to retrieve.
+        - name: include[]
+          in: query
+          description: >
+            A list of additional fields to include in the response. Currently the only supported value is
+            `step_details.tool_calls[*].file_search.results[*].content` to fetch the file search result
+            content.
+
+
+            See the [file search tool
+            documentation](https://platform.openai.com/docs/assistants/tools/file-search#customizing-file-search-settings)
+            for more information.
+          schema:
+            type: array
+            items:
+              type: string
+              enum:
+                - step_details.tool_calls[*].file_search.results[*].content
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunStepObject'
+      x-oaiMeta:
+        name: Retrieve run step
+        group: threads
+        beta: true
+        returns: >-
+          The [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) object matching
+          the specified ID.
+        examples:
+          response: |
+            {
+              "id": "step_abc123",
+              "object": "thread.run.step",
+              "created_at": 1699063291,
+              "run_id": "run_abc123",
+              "assistant_id": "asst_abc123",
+              "thread_id": "thread_abc123",
+              "type": "message_creation",
+              "status": "completed",
+              "cancelled_at": null,
+              "completed_at": 1699063291,
+              "expired_at": null,
+              "failed_at": null,
+              "last_error": null,
+              "step_details": {
+                "type": "message_creation",
+                "message_creation": {
+                  "message_id": "msg_abc123"
+                }
+              },
+              "usage": {
+                "prompt_tokens": 123,
+                "completion_tokens": 456,
+                "total_tokens": 579
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/threads/thread_abc123/runs/run_abc123/steps/step_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              run_step = client.beta.threads.runs.steps.retrieve(
+                  step_id="step_id",
+                  thread_id="thread_id",
+                  run_id="run_id",
+              )
+              print(run_step.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const runStep = await client.beta.threads.runs.steps.retrieve('step_id', {
+                thread_id: 'thread_id',
+                run_id: 'run_id',
+              });
+
+              console.log(runStep.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                runStep, err := client.Beta.Threads.Runs.Steps.Get(
+                  context.TODO(),
+                  "thread_id",
+                  "run_id",
+                  "step_id",
+                  openai.BetaThreadRunStepGetParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", runStep.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.threads.runs.steps.RunStep;
+              import com.openai.models.beta.threads.runs.steps.StepRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      StepRetrieveParams params = StepRetrieveParams.builder()
+                          .threadId("thread_id")
+                          .runId("run_id")
+                          .stepId("step_id")
+                          .build();
+                      RunStep runStep = client.beta().threads().runs().steps().retrieve(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              run_step = openai.beta.threads.runs.steps.retrieve("step_id", thread_id: "thread_id", run_id:
+              "run_id")
+
+
+              puts(run_step)
+      description: Retrieves a run step.
+  /threads/{thread_id}/runs/{run_id}/submit_tool_outputs:
+    post:
+      operationId: submitToolOuputsToRun
+      tags:
+        - Assistants
+      summary: Submit tool outputs to run
+      parameters:
+        - in: path
+          name: thread_id
+          required: true
+          schema:
+            type: string
+          description: >-
+            The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) to which this run
+            belongs.
+        - in: path
+          name: run_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the run that requires the tool output submission.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SubmitToolOutputsRunRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RunObject'
+      x-oaiMeta:
+        name: Submit tool outputs to run
+        group: threads
+        beta: true
+        returns: >-
+          The modified [run](https://platform.openai.com/docs/api-reference/runs/object) object matching the
+          specified ID.
+        examples:
+          - title: Default
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "tool_outputs": [
+                      {
+                        "tool_call_id": "call_001",
+                        "output": "70 degrees and sunny."
+                      }
+                    ]
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.runs.submit_tool_outputs(
+                    run_id="run_id",
+                    thread_id="thread_id",
+                    tool_outputs=[{}],
+                )
+                print(run.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const run = await client.beta.threads.runs.submitToolOutputs('run_id', {
+                  thread_id: 'thread_id',
+                  tool_outputs: [{}],
+                });
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.Runs.SubmitToolOutputs(
+                    context.TODO(),
+                    "thread_id",
+                    "run_id",
+                    openai.BetaThreadRunSubmitToolOutputsParams{
+                      ToolOutputs: []openai.BetaThreadRunSubmitToolOutputsParamsToolOutput{openai.BetaThreadRunSubmitToolOutputsParamsToolOutput{
+
+                      }},
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.runs.Run;
+                import com.openai.models.beta.threads.runs.RunSubmitToolOutputsParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        RunSubmitToolOutputsParams params = RunSubmitToolOutputsParams.builder()
+                            .threadId("thread_id")
+                            .runId("run_id")
+                            .addToolOutput(RunSubmitToolOutputsParams.ToolOutput.builder().build())
+                            .build();
+                        Run run = client.beta().threads().runs().submitToolOutputs(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                run = openai.beta.threads.runs.submit_tool_outputs("run_id", thread_id: "thread_id",
+                tool_outputs: [{}])
+
+
+                puts(run)
+            response: |
+              {
+                "id": "run_123",
+                "object": "thread.run",
+                "created_at": 1699075592,
+                "assistant_id": "asst_123",
+                "thread_id": "thread_123",
+                "status": "queued",
+                "started_at": 1699075592,
+                "expires_at": 1699076192,
+                "cancelled_at": null,
+                "failed_at": null,
+                "completed_at": null,
+                "last_error": null,
+                "model": "gpt-4o",
+                "instructions": null,
+                "tools": [
+                  {
+                    "type": "function",
+                    "function": {
+                      "name": "get_current_weather",
+                      "description": "Get the current weather in a given location",
+                      "parameters": {
+                        "type": "object",
+                        "properties": {
+                          "location": {
+                            "type": "string",
+                            "description": "The city and state, e.g. San Francisco, CA"
+                          },
+                          "unit": {
+                            "type": "string",
+                            "enum": ["celsius", "fahrenheit"]
+                          }
+                        },
+                        "required": ["location"]
+                      }
+                    }
+                  }
+                ],
+                "metadata": {},
+                "usage": null,
+                "temperature": 1.0,
+                "top_p": 1.0,
+                "max_prompt_tokens": 1000,
+                "max_completion_tokens": 1000,
+                "truncation_strategy": {
+                  "type": "auto",
+                  "last_messages": null
+                },
+                "response_format": "auto",
+                "tool_choice": "auto",
+                "parallel_tool_calls": true
+              }
+          - title: Streaming
+            request:
+              curl: |
+                curl https://api.openai.com/v1/threads/thread_123/runs/run_123/submit_tool_outputs \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "tool_outputs": [
+                      {
+                        "tool_call_id": "call_001",
+                        "output": "70 degrees and sunny."
+                      }
+                    ],
+                    "stream": true
+                  }'
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                run = client.beta.threads.runs.submit_tool_outputs(
+                    run_id="run_id",
+                    thread_id="thread_id",
+                    tool_outputs=[{}],
+                )
+                print(run.id)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const run = await client.beta.threads.runs.submitToolOutputs('run_id', {
+                  thread_id: 'thread_id',
+                  tool_outputs: [{}],
+                });
+
+                console.log(run.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  run, err := client.Beta.Threads.Runs.SubmitToolOutputs(
+                    context.TODO(),
+                    "thread_id",
+                    "run_id",
+                    openai.BetaThreadRunSubmitToolOutputsParams{
+                      ToolOutputs: []openai.BetaThreadRunSubmitToolOutputsParamsToolOutput{openai.BetaThreadRunSubmitToolOutputsParamsToolOutput{
+
+                      }},
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", run.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.threads.runs.Run;
+                import com.openai.models.beta.threads.runs.RunSubmitToolOutputsParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        RunSubmitToolOutputsParams params = RunSubmitToolOutputsParams.builder()
+                            .threadId("thread_id")
+                            .runId("run_id")
+                            .addToolOutput(RunSubmitToolOutputsParams.ToolOutput.builder().build())
+                            .build();
+                        Run run = client.beta().threads().runs().submitToolOutputs(params);
+                    }
+                }
+              ruby: >-
+                require "openai"
+
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+                run = openai.beta.threads.runs.submit_tool_outputs("run_id", thread_id: "thread_id",
+                tool_outputs: [{}])
+
+
+                puts(run)
+            response: >
+              event: thread.run.step.completed
+
+              data:
+              {"id":"step_001","object":"thread.run.step","created_at":1710352449,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"tool_calls","status":"completed","cancelled_at":null,"completed_at":1710352475,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"tool_calls","tool_calls":[{"id":"call_iWr0kQ2EaYMaxNdl0v3KYkx7","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"San
+              Francisco, CA\",\"unit\":\"fahrenheit\"}","output":"70 degrees and
+              sunny."}}]},"usage":{"prompt_tokens":291,"completion_tokens":24,"total_tokens":315}}
+
+
+              event: thread.run.queued
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"queued","started_at":1710352448,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.in_progress
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"in_progress","started_at":1710352475,"expires_at":1710353047,"cancelled_at":null,"failed_at":null,"completed_at":null,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":null,"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: thread.run.step.created
+
+              data:
+              {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null}
+
+
+              event: thread.run.step.in_progress
+
+              data:
+              {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"in_progress","cancelled_at":null,"completed_at":null,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":null}
+
+
+              event: thread.message.created
+
+              data:
+              {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.in_progress
+
+              data:
+              {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"in_progress","incomplete_details":null,"incomplete_at":null,"completed_at":null,"role":"assistant","content":[],"metadata":{}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"The","annotations":[]}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              current"}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              weather"}}]}}
+
+
+              ...
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"
+              sunny"}}]}}
+
+
+              event: thread.message.delta
+
+              data:
+              {"id":"msg_002","object":"thread.message.delta","delta":{"content":[{"index":0,"type":"text","text":{"value":"."}}]}}
+
+
+              event: thread.message.completed
+
+              data:
+              {"id":"msg_002","object":"thread.message","created_at":1710352476,"assistant_id":"asst_123","thread_id":"thread_123","run_id":"run_123","status":"completed","incomplete_details":null,"incomplete_at":null,"completed_at":1710352477,"role":"assistant","content":[{"type":"text","text":{"value":"The
+              current weather in San Francisco, CA is 70 degrees Fahrenheit and
+              sunny.","annotations":[]}}],"metadata":{}}
+
+
+              event: thread.run.step.completed
+
+              data:
+              {"id":"step_002","object":"thread.run.step","created_at":1710352476,"run_id":"run_123","assistant_id":"asst_123","thread_id":"thread_123","type":"message_creation","status":"completed","cancelled_at":null,"completed_at":1710352477,"expires_at":1710353047,"failed_at":null,"last_error":null,"step_details":{"type":"message_creation","message_creation":{"message_id":"msg_002"}},"usage":{"prompt_tokens":329,"completion_tokens":18,"total_tokens":347}}
+
+
+              event: thread.run.completed
+
+              data:
+              {"id":"run_123","object":"thread.run","created_at":1710352447,"assistant_id":"asst_123","thread_id":"thread_123","status":"completed","started_at":1710352475,"expires_at":null,"cancelled_at":null,"failed_at":null,"completed_at":1710352477,"required_action":null,"last_error":null,"model":"gpt-4o","instructions":null,"tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+              the current weather in a given
+              location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+              city and state, e.g. San Francisco,
+              CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}],"metadata":{},"temperature":1.0,"top_p":1.0,"max_completion_tokens":null,"max_prompt_tokens":null,"truncation_strategy":{"type":"auto","last_messages":null},"incomplete_details":null,"usage":{"prompt_tokens":20,"completion_tokens":11,"total_tokens":31},"response_format":"auto","tool_choice":"auto","parallel_tool_calls":true}}
+
+
+              event: done
+
+              data: [DONE]
+      description: >
+        When a run has the `status: "requires_action"` and `required_action.type` is `submit_tool_outputs`,
+        this endpoint can be used to submit the outputs from the tool calls once they're all completed. All
+        outputs must be submitted in a single request.
+  /uploads:
+    post:
+      operationId: createUpload
+      tags:
+        - Uploads
+      summary: Create upload
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateUploadRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Upload'
+      x-oaiMeta:
+        name: Create upload
+        group: uploads
+        returns: >-
+          The [Upload](https://platform.openai.com/docs/api-reference/uploads/object) object with status
+          `pending`.
+        examples:
+          response: |
+            {
+              "id": "upload_abc123",
+              "object": "upload",
+              "bytes": 2147483648,
+              "created_at": 1719184911,
+              "filename": "training_examples.jsonl",
+              "purpose": "fine-tune",
+              "status": "pending",
+              "expires_at": 1719127296
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/uploads \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -d '{
+                  "purpose": "fine-tune",
+                  "filename": "training_examples.jsonl",
+                  "bytes": 2147483648,
+                  "mime_type": "text/jsonl",
+                  "expires_after": {
+                    "anchor": "created_at",
+                    "seconds": 3600
+                  }
+                }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const upload = await client.uploads.create({
+                bytes: 0,
+                filename: 'filename',
+                mime_type: 'mime_type',
+                purpose: 'assistants',
+              });
+
+              console.log(upload.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              upload = client.uploads.create(
+                  bytes=0,
+                  filename="filename",
+                  mime_type="mime_type",
+                  purpose="assistants",
+              )
+              print(upload.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                upload, err := client.Uploads.New(context.TODO(), openai.UploadNewParams{
+                  Bytes: 0,
+                  Filename: "filename",
+                  MimeType: "mime_type",
+                  Purpose: openai.FilePurposeAssistants,
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", upload.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.files.FilePurpose;
+              import com.openai.models.uploads.Upload;
+              import com.openai.models.uploads.UploadCreateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      UploadCreateParams params = UploadCreateParams.builder()
+                          .bytes(0L)
+                          .filename("filename")
+                          .mimeType("mime_type")
+                          .purpose(FilePurpose.ASSISTANTS)
+                          .build();
+                      Upload upload = client.uploads().create(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              upload = openai.uploads.create(bytes: 0, filename: "filename", mime_type: "mime_type", purpose:
+              :assistants)
+
+
+              puts(upload)
+      description: >
+        Creates an intermediate [Upload](https://platform.openai.com/docs/api-reference/uploads/object) object
+
+        that you can add [Parts](https://platform.openai.com/docs/api-reference/uploads/part-object) to.
+
+        Currently, an Upload can accept at most 8 GB in total and expires after an
+
+        hour after you create it.
+
+
+        Once you complete the Upload, we will create a
+
+        [File](https://platform.openai.com/docs/api-reference/files/object) object that contains all the parts
+
+        you uploaded. This File is usable in the rest of our platform as a regular
+
+        File object.
+
+
+        For certain `purpose` values, the correct `mime_type` must be specified.
+
+        Please refer to documentation for the
+
+        [supported MIME types for your use
+        case](https://platform.openai.com/docs/assistants/tools/file-search#supported-files).
+
+
+        For guidance on the proper filename extensions for each purpose, please
+
+        follow the documentation on [creating a
+
+        File](https://platform.openai.com/docs/api-reference/files/create).
+  /uploads/{upload_id}/cancel:
+    post:
+      operationId: cancelUpload
+      tags:
+        - Uploads
+      summary: Cancel upload
+      parameters:
+        - in: path
+          name: upload_id
+          required: true
+          schema:
+            type: string
+            example: upload_abc123
+          description: |
+            The ID of the Upload.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Upload'
+      x-oaiMeta:
+        name: Cancel upload
+        group: uploads
+        returns: >-
+          The [Upload](https://platform.openai.com/docs/api-reference/uploads/object) object with status
+          `cancelled`.
+        examples:
+          response: |
+            {
+              "id": "upload_abc123",
+              "object": "upload",
+              "bytes": 2147483648,
+              "created_at": 1719184911,
+              "filename": "training_examples.jsonl",
+              "purpose": "fine-tune",
+              "status": "cancelled",
+              "expires_at": 1719127296
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/uploads/upload_abc123/cancel
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const upload = await client.uploads.cancel('upload_abc123');
+
+              console.log(upload.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              upload = client.uploads.cancel(
+                  "upload_abc123",
+              )
+              print(upload.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                upload, err := client.Uploads.Cancel(context.TODO(), "upload_abc123")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", upload.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.uploads.Upload;
+              import com.openai.models.uploads.UploadCancelParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Upload upload = client.uploads().cancel("upload_abc123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              upload = openai.uploads.cancel("upload_abc123")
+
+              puts(upload)
+      description: |
+        Cancels the Upload. No Parts may be added after an Upload is cancelled.
+  /uploads/{upload_id}/complete:
+    post:
+      operationId: completeUpload
+      tags:
+        - Uploads
+      summary: Complete upload
+      parameters:
+        - in: path
+          name: upload_id
+          required: true
+          schema:
+            type: string
+            example: upload_abc123
+          description: |
+            The ID of the Upload.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CompleteUploadRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Upload'
+      x-oaiMeta:
+        name: Complete upload
+        group: uploads
+        returns: >-
+          The [Upload](https://platform.openai.com/docs/api-reference/uploads/object) object with status
+          `completed` with an additional `file` property containing the created usable File object.
+        examples:
+          response: |
+            {
+              "id": "upload_abc123",
+              "object": "upload",
+              "bytes": 2147483648,
+              "created_at": 1719184911,
+              "filename": "training_examples.jsonl",
+              "purpose": "fine-tune",
+              "status": "completed",
+              "expires_at": 1719127296,
+              "file": {
+                "id": "file-xyz321",
+                "object": "file",
+                "bytes": 2147483648,
+                "created_at": 1719186911,
+                "expires_at": 1719127296,
+                "filename": "training_examples.jsonl",
+                "purpose": "fine-tune",
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/uploads/upload_abc123/complete
+                -d '{
+                  "part_ids": ["part_def456", "part_ghi789"]
+                }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const upload = await client.uploads.complete('upload_abc123', { part_ids: ['string'] });
+
+              console.log(upload.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              upload = client.uploads.complete(
+                  upload_id="upload_abc123",
+                  part_ids=["string"],
+              )
+              print(upload.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                upload, err := client.Uploads.Complete(
+                  context.TODO(),
+                  "upload_abc123",
+                  openai.UploadCompleteParams{
+                    PartIDs: []string{"string"},
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", upload.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.uploads.Upload;
+              import com.openai.models.uploads.UploadCompleteParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      UploadCompleteParams params = UploadCompleteParams.builder()
+                          .uploadId("upload_abc123")
+                          .addPartId("string")
+                          .build();
+                      Upload upload = client.uploads().complete(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              upload = openai.uploads.complete("upload_abc123", part_ids: ["string"])
+
+              puts(upload)
+      description: >
+        Completes the [Upload](https://platform.openai.com/docs/api-reference/uploads/object).
+
+
+        Within the returned Upload object, there is a nested
+        [File](https://platform.openai.com/docs/api-reference/files/object) object that is ready to use in the
+        rest of the platform.
+
+
+        You can specify the order of the Parts by passing in an ordered list of the Part IDs.
+
+
+        The number of bytes uploaded upon completion must match the number of bytes initially specified when
+        creating the Upload object. No Parts may be added after an Upload is completed.
+  /uploads/{upload_id}/parts:
+    post:
+      operationId: addUploadPart
+      tags:
+        - Uploads
+      summary: Add upload part
+      parameters:
+        - in: path
+          name: upload_id
+          required: true
+          schema:
+            type: string
+            example: upload_abc123
+          description: |
+            The ID of the Upload.
+      requestBody:
+        required: true
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/AddUploadPartRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/UploadPart'
+      x-oaiMeta:
+        name: Add upload part
+        group: uploads
+        returns: The upload [Part](https://platform.openai.com/docs/api-reference/uploads/part-object) object.
+        examples:
+          response: |
+            {
+              "id": "part_def456",
+              "object": "upload.part",
+              "created_at": 1719185911,
+              "upload_id": "upload_abc123"
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/uploads/upload_abc123/parts
+                -F data="aHR0cHM6Ly9hcGkub3BlbmFpLmNvbS92MS91cGxvYWRz..."
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const uploadPart = await client.uploads.parts.create('upload_abc123', {
+                data: fs.createReadStream('path/to/file'),
+              });
+
+              console.log(uploadPart.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              upload_part = client.uploads.parts.create(
+                  upload_id="upload_abc123",
+                  data=b"raw file contents",
+              )
+              print(upload_part.id)
+            go: |
+              package main
+
+              import (
+                "bytes"
+                "context"
+                "fmt"
+                "io"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                uploadPart, err := client.Uploads.Parts.New(
+                  context.TODO(),
+                  "upload_abc123",
+                  openai.UploadPartNewParams{
+                    Data: io.Reader(bytes.NewBuffer([]byte("some file contents"))),
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", uploadPart.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.uploads.parts.PartCreateParams;
+              import com.openai.models.uploads.parts.UploadPart;
+              import java.io.ByteArrayInputStream;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      PartCreateParams params = PartCreateParams.builder()
+                          .uploadId("upload_abc123")
+                          .data(ByteArrayInputStream("some content".getBytes()))
+                          .build();
+                      UploadPart uploadPart = client.uploads().parts().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              upload_part = openai.uploads.parts.create("upload_abc123", data: Pathname(__FILE__))
+
+              puts(upload_part)
+      description: >
+        Adds a [Part](https://platform.openai.com/docs/api-reference/uploads/part-object) to an
+        [Upload](https://platform.openai.com/docs/api-reference/uploads/object) object. A Part represents a
+        chunk of bytes from the file you are trying to upload.
+
+
+        Each Part can be at most 64 MB, and you can add Parts until you hit the Upload maximum of 8 GB.
+
+
+        It is possible to add multiple Parts in parallel. You can decide the intended order of the Parts when
+        you [complete the Upload](https://platform.openai.com/docs/api-reference/uploads/complete).
+  /vector_stores:
+    get:
+      operationId: listVectorStores
+      tags:
+        - Vector stores
+      summary: List vector stores
+      parameters:
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListVectorStoresResponse'
+      x-oaiMeta:
+        name: List vector stores
+        group: vector_stores
+        returns: >-
+          A list of [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object)
+          objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "vs_abc123",
+                  "object": "vector_store",
+                  "created_at": 1699061776,
+                  "name": "Support FAQ",
+                  "description": "Contains commonly asked questions and answers, organized by topic.",
+                  "bytes": 139920,
+                  "file_counts": {
+                    "in_progress": 0,
+                    "completed": 3,
+                    "failed": 0,
+                    "cancelled": 0,
+                    "total": 3
+                  }
+                },
+                {
+                  "id": "vs_abc456",
+                  "object": "vector_store",
+                  "created_at": 1699061776,
+                  "name": "Support FAQ v2",
+                  "description": null,
+                  "bytes": 139920,
+                  "file_counts": {
+                    "in_progress": 0,
+                    "completed": 3,
+                    "failed": 0,
+                    "cancelled": 0,
+                    "total": 3
+                  }
+                }
+              ],
+              "first_id": "vs_abc123",
+              "last_id": "vs_abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.vector_stores.list()
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const vectorStore of client.vectorStores.list()) {
+                console.log(vectorStore.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.VectorStores.List(context.TODO(), openai.VectorStoreListParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStoreListPage;
+              import com.openai.models.vectorstores.VectorStoreListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStoreListPage page = client.vectorStores().list();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.vector_stores.list
+
+              puts(page)
+      description: Returns a list of vector stores.
+    post:
+      operationId: createVectorStore
+      tags:
+        - Vector stores
+      summary: Create vector store
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateVectorStoreRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreObject'
+      x-oaiMeta:
+        name: Create vector store
+        group: vector_stores
+        returns: A [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object) object.
+        examples:
+          response: |
+            {
+              "id": "vs_abc123",
+              "object": "vector_store",
+              "created_at": 1699061776,
+              "name": "Support FAQ",
+              "description": "Contains commonly asked questions and answers, organized by topic.",
+              "bytes": 139920,
+              "file_counts": {
+                "in_progress": 0,
+                "completed": 3,
+                "failed": 0,
+                "cancelled": 0,
+                "total": 3
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -d '{
+                  "name": "Support FAQ"
+                }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store = client.vector_stores.create()
+              print(vector_store.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStore = await client.vectorStores.create();
+
+              console.log(vectorStore.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStore, err := client.VectorStores.New(context.TODO(), openai.VectorStoreNewParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStore.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStore;
+              import com.openai.models.vectorstores.VectorStoreCreateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStore vectorStore = client.vectorStores().create();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store = openai.vector_stores.create
+
+              puts(vector_store)
+      description: Create a vector store.
+  /vector_stores/{vector_store_id}:
+    get:
+      operationId: getVectorStore
+      tags:
+        - Vector stores
+      summary: Retrieve vector store
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the vector store to retrieve.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreObject'
+      x-oaiMeta:
+        name: Retrieve vector store
+        group: vector_stores
+        returns: >-
+          The [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object) object
+          matching the specified ID.
+        examples:
+          response: |
+            {
+              "id": "vs_abc123",
+              "object": "vector_store",
+              "created_at": 1699061776
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store = client.vector_stores.retrieve(
+                  "vector_store_id",
+              )
+              print(vector_store.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStore = await client.vectorStores.retrieve('vector_store_id');
+
+              console.log(vectorStore.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStore, err := client.VectorStores.Get(context.TODO(), "vector_store_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStore.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStore;
+              import com.openai.models.vectorstores.VectorStoreRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStore vectorStore = client.vectorStores().retrieve("vector_store_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store = openai.vector_stores.retrieve("vector_store_id")
+
+              puts(vector_store)
+      description: Retrieves a vector store.
+    post:
+      operationId: modifyVectorStore
+      tags:
+        - Vector stores
+      summary: Modify vector store
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the vector store to modify.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/UpdateVectorStoreRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreObject'
+      x-oaiMeta:
+        name: Modify vector store
+        group: vector_stores
+        returns: >-
+          The modified [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object)
+          object.
+        examples:
+          response: |
+            {
+              "id": "vs_abc123",
+              "object": "vector_store",
+              "created_at": 1699061776,
+              "name": "Support FAQ",
+              "description": "Contains commonly asked questions and answers, organized by topic.",
+              "bytes": 139920,
+              "file_counts": {
+                "in_progress": 0,
+                "completed": 3,
+                "failed": 0,
+                "cancelled": 0,
+                "total": 3
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+                -d '{
+                  "name": "Support FAQ"
+                }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store = client.vector_stores.update(
+                  vector_store_id="vector_store_id",
+              )
+              print(vector_store.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStore = await client.vectorStores.update('vector_store_id');
+
+              console.log(vectorStore.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStore, err := client.VectorStores.Update(
+                  context.TODO(),
+                  "vector_store_id",
+                  openai.VectorStoreUpdateParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStore.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStore;
+              import com.openai.models.vectorstores.VectorStoreUpdateParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStore vectorStore = client.vectorStores().update("vector_store_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store = openai.vector_stores.update("vector_store_id")
+
+              puts(vector_store)
+      description: Modifies a vector store.
+    delete:
+      operationId: deleteVectorStore
+      tags:
+        - Vector stores
+      summary: Delete vector store
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the vector store to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteVectorStoreResponse'
+      x-oaiMeta:
+        name: Delete vector store
+        group: vector_stores
+        returns: Deletion status
+        examples:
+          response: |
+            {
+              id: "vs_abc123",
+              object: "vector_store.deleted",
+              deleted: true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X DELETE
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_deleted = client.vector_stores.delete(
+                  "vector_store_id",
+              )
+              print(vector_store_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreDeleted = await client.vectorStores.delete('vector_store_id');
+
+              console.log(vectorStoreDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreDeleted, err := client.VectorStores.Delete(context.TODO(), "vector_store_id")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStoreDeleteParams;
+              import com.openai.models.vectorstores.VectorStoreDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStoreDeleted vectorStoreDeleted = client.vectorStores().delete("vector_store_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store_deleted = openai.vector_stores.delete("vector_store_id")
+
+              puts(vector_store_deleted)
+      description: Delete a vector store.
+  /vector_stores/{vector_store_id}/file_batches:
+    post:
+      operationId: createVectorStoreFileBatch
+      tags:
+        - Vector stores
+      summary: Create vector store file batch
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: |
+            The ID of the vector store for which to create a File Batch.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateVectorStoreFileBatchRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileBatchObject'
+      x-oaiMeta:
+        name: Create vector store file batch
+        group: vector_stores
+        returns: >-
+          A [vector store file
+          batch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/batch-object)
+          object.
+        examples:
+          response: |
+            {
+              "id": "vsfb_abc123",
+              "object": "vector_store.file_batch",
+              "created_at": 1699061776,
+              "vector_store_id": "vs_abc123",
+              "status": "in_progress",
+              "file_counts": {
+                "in_progress": 1,
+                "completed": 1,
+                "failed": 0,
+                "cancelled": 0,
+                "total": 0,
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/file_batches \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "file_ids": ["file-abc123", "file-abc456"]
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file_batch = client.vector_stores.file_batches.create(
+                  vector_store_id="vs_abc123",
+                  file_ids=["string"],
+              )
+              print(vector_store_file_batch.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFileBatch = await client.vectorStores.fileBatches.create('vs_abc123', {
+                file_ids: ['string'],
+              });
+
+              console.log(vectorStoreFileBatch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFileBatch, err := client.VectorStores.FileBatches.New(
+                  context.TODO(),
+                  "vs_abc123",
+                  openai.VectorStoreFileBatchNewParams{
+                    FileIDs: []string{"string"},
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFileBatch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.filebatches.FileBatchCreateParams;
+              import com.openai.models.vectorstores.filebatches.VectorStoreFileBatch;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileBatchCreateParams params = FileBatchCreateParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .addFileId("string")
+                          .build();
+                      VectorStoreFileBatch vectorStoreFileBatch = client.vectorStores().fileBatches().create(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              vector_store_file_batch = openai.vector_stores.file_batches.create("vs_abc123", file_ids:
+              ["string"])
+
+
+              puts(vector_store_file_batch)
+      description: Create a vector store file batch.
+  /vector_stores/{vector_store_id}/file_batches/{batch_id}:
+    get:
+      operationId: getVectorStoreFileBatch
+      tags:
+        - Vector stores
+      summary: Retrieve vector store file batch
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: The ID of the vector store that the file batch belongs to.
+        - in: path
+          name: batch_id
+          required: true
+          schema:
+            type: string
+            example: vsfb_abc123
+          description: The ID of the file batch being retrieved.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileBatchObject'
+      x-oaiMeta:
+        name: Retrieve vector store file batch
+        group: vector_stores
+        returns: >-
+          The [vector store file
+          batch](https://platform.openai.com/docs/api-reference/vector-stores-file-batches/batch-object)
+          object.
+        examples:
+          response: |
+            {
+              "id": "vsfb_abc123",
+              "object": "vector_store.file_batch",
+              "created_at": 1699061776,
+              "vector_store_id": "vs_abc123",
+              "status": "in_progress",
+              "file_counts": {
+                "in_progress": 1,
+                "completed": 1,
+                "failed": 0,
+                "cancelled": 0,
+                "total": 0,
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file_batch = client.vector_stores.file_batches.retrieve(
+                  batch_id="vsfb_abc123",
+                  vector_store_id="vs_abc123",
+              )
+              print(vector_store_file_batch.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFileBatch = await client.vectorStores.fileBatches.retrieve('vsfb_abc123', {
+                vector_store_id: 'vs_abc123',
+              });
+
+              console.log(vectorStoreFileBatch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFileBatch, err := client.VectorStores.FileBatches.Get(
+                  context.TODO(),
+                  "vs_abc123",
+                  "vsfb_abc123",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFileBatch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.filebatches.FileBatchRetrieveParams;
+              import com.openai.models.vectorstores.filebatches.VectorStoreFileBatch;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileBatchRetrieveParams params = FileBatchRetrieveParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .batchId("vsfb_abc123")
+                          .build();
+                      VectorStoreFileBatch vectorStoreFileBatch = client.vectorStores().fileBatches().retrieve(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              vector_store_file_batch = openai.vector_stores.file_batches.retrieve("vsfb_abc123",
+              vector_store_id: "vs_abc123")
+
+
+              puts(vector_store_file_batch)
+      description: Retrieves a vector store file batch.
+  /vector_stores/{vector_store_id}/file_batches/{batch_id}/cancel:
+    post:
+      operationId: cancelVectorStoreFileBatch
+      tags:
+        - Vector stores
+      summary: Cancel vector store file batch
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the vector store that the file batch belongs to.
+        - in: path
+          name: batch_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the file batch to cancel.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileBatchObject'
+      x-oaiMeta:
+        name: Cancel vector store file batch
+        group: vector_stores
+        returns: The modified vector store file batch object.
+        examples:
+          response: |
+            {
+              "id": "vsfb_abc123",
+              "object": "vector_store.file_batch",
+              "created_at": 1699061776,
+              "vector_store_id": "vs_abc123",
+              "status": "in_progress",
+              "file_counts": {
+                "in_progress": 12,
+                "completed": 3,
+                "failed": 0,
+                "cancelled": 0,
+                "total": 15,
+              }
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/cancel \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X POST
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file_batch = client.vector_stores.file_batches.cancel(
+                  batch_id="batch_id",
+                  vector_store_id="vector_store_id",
+              )
+              print(vector_store_file_batch.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFileBatch = await client.vectorStores.fileBatches.cancel('batch_id', {
+                vector_store_id: 'vector_store_id',
+              });
+
+              console.log(vectorStoreFileBatch.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFileBatch, err := client.VectorStores.FileBatches.Cancel(
+                  context.TODO(),
+                  "vector_store_id",
+                  "batch_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFileBatch.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.filebatches.FileBatchCancelParams;
+              import com.openai.models.vectorstores.filebatches.VectorStoreFileBatch;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileBatchCancelParams params = FileBatchCancelParams.builder()
+                          .vectorStoreId("vector_store_id")
+                          .batchId("batch_id")
+                          .build();
+                      VectorStoreFileBatch vectorStoreFileBatch = client.vectorStores().fileBatches().cancel(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              vector_store_file_batch = openai.vector_stores.file_batches.cancel("batch_id", vector_store_id:
+              "vector_store_id")
+
+
+              puts(vector_store_file_batch)
+      description: >-
+        Cancel a vector store file batch. This attempts to cancel the processing of files in this batch as
+        soon as possible.
+  /vector_stores/{vector_store_id}/file_batches/{batch_id}/files:
+    get:
+      operationId: listFilesInVectorStoreBatch
+      tags:
+        - Vector stores
+      summary: List vector store files in a batch
+      parameters:
+        - name: vector_store_id
+          in: path
+          description: The ID of the vector store that the files belong to.
+          required: true
+          schema:
+            type: string
+        - name: batch_id
+          in: path
+          description: The ID of the file batch that the files belong to.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+        - name: filter
+          in: query
+          description: Filter by file status. One of `in_progress`, `completed`, `failed`, `cancelled`.
+          schema:
+            type: string
+            enum:
+              - in_progress
+              - completed
+              - failed
+              - cancelled
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListVectorStoreFilesResponse'
+      x-oaiMeta:
+        name: List vector store files in a batch
+        group: vector_stores
+        returns: >-
+          A list of [vector store
+          file](https://platform.openai.com/docs/api-reference/vector-stores-files/file-object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "file-abc123",
+                  "object": "vector_store.file",
+                  "created_at": 1699061776,
+                  "vector_store_id": "vs_abc123"
+                },
+                {
+                  "id": "file-abc456",
+                  "object": "vector_store.file",
+                  "created_at": 1699061776,
+                  "vector_store_id": "vs_abc123"
+                }
+              ],
+              "first_id": "file-abc123",
+              "last_id": "file-abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files_batches/vsfb_abc123/files \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.vector_stores.file_batches.list_files(
+                  batch_id="batch_id",
+                  vector_store_id="vector_store_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const vectorStoreFile of client.vectorStores.fileBatches.listFiles('batch_id', {
+                vector_store_id: 'vector_store_id',
+              })) {
+                console.log(vectorStoreFile.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.VectorStores.FileBatches.ListFiles(
+                  context.TODO(),
+                  "vector_store_id",
+                  "batch_id",
+                  openai.VectorStoreFileBatchListFilesParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.filebatches.FileBatchListFilesPage;
+              import com.openai.models.vectorstores.filebatches.FileBatchListFilesParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileBatchListFilesParams params = FileBatchListFilesParams.builder()
+                          .vectorStoreId("vector_store_id")
+                          .batchId("batch_id")
+                          .build();
+                      FileBatchListFilesPage page = client.vectorStores().fileBatches().listFiles(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              page = openai.vector_stores.file_batches.list_files("batch_id", vector_store_id:
+              "vector_store_id")
+
+
+              puts(page)
+      description: Returns a list of vector store files in a batch.
+  /vector_stores/{vector_store_id}/files:
+    get:
+      operationId: listVectorStoreFiles
+      tags:
+        - Vector stores
+      summary: List vector store files
+      parameters:
+        - name: vector_store_id
+          in: path
+          description: The ID of the vector store that the files belong to.
+          required: true
+          schema:
+            type: string
+        - name: limit
+          in: query
+          description: >
+            A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+            default is 20.
+          required: false
+          schema:
+            type: integer
+            default: 20
+        - name: order
+          in: query
+          description: >
+            Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and `desc` for
+            descending order.
+          schema:
+            type: string
+            default: desc
+            enum:
+              - asc
+              - desc
+        - name: after
+          in: query
+          description: >
+            A cursor for use in pagination. `after` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent
+            call can include after=obj_foo in order to fetch the next page of the list.
+          schema:
+            type: string
+        - name: before
+          in: query
+          description: >
+            A cursor for use in pagination. `before` is an object ID that defines your place in the list. For
+            instance, if you make a list request and receive 100 objects, starting with obj_foo, your
+            subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+          schema:
+            type: string
+        - name: filter
+          in: query
+          description: Filter by file status. One of `in_progress`, `completed`, `failed`, `cancelled`.
+          schema:
+            type: string
+            enum:
+              - in_progress
+              - completed
+              - failed
+              - cancelled
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ListVectorStoreFilesResponse'
+      x-oaiMeta:
+        name: List vector store files
+        group: vector_stores
+        returns: >-
+          A list of [vector store
+          file](https://platform.openai.com/docs/api-reference/vector-stores-files/file-object) objects.
+        examples:
+          response: |
+            {
+              "object": "list",
+              "data": [
+                {
+                  "id": "file-abc123",
+                  "object": "vector_store.file",
+                  "created_at": 1699061776,
+                  "vector_store_id": "vs_abc123"
+                },
+                {
+                  "id": "file-abc456",
+                  "object": "vector_store.file",
+                  "created_at": 1699061776,
+                  "vector_store_id": "vs_abc123"
+                }
+              ],
+              "first_id": "file-abc123",
+              "last_id": "file-abc456",
+              "has_more": false
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.vector_stores.files.list(
+                  vector_store_id="vector_store_id",
+              )
+              page = page.data[0]
+              print(page.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const vectorStoreFile of client.vectorStores.files.list('vector_store_id')) {
+                console.log(vectorStoreFile.id);
+              }
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.VectorStores.Files.List(
+                  context.TODO(),
+                  "vector_store_id",
+                  openai.VectorStoreFileListParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.files.FileListPage;
+              import com.openai.models.vectorstores.files.FileListParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileListPage page = client.vectorStores().files().list("vector_store_id");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.vector_stores.files.list("vector_store_id")
+
+              puts(page)
+      description: Returns a list of vector store files.
+    post:
+      operationId: createVectorStoreFile
+      tags:
+        - Vector stores
+      summary: Create vector store file
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: |
+            The ID of the vector store for which to create a File.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateVectorStoreFileRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileObject'
+      x-oaiMeta:
+        name: Create vector store file
+        group: vector_stores
+        returns: >-
+          A [vector store
+          file](https://platform.openai.com/docs/api-reference/vector-stores-files/file-object) object.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "vector_store.file",
+              "created_at": 1699061776,
+              "usage_bytes": 1234,
+              "vector_store_id": "vs_abcd",
+              "status": "completed",
+              "last_error": null
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -H "OpenAI-Beta: assistants=v2" \
+                  -d '{
+                    "file_id": "file-abc123"
+                  }'
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file = client.vector_stores.files.create(
+                  vector_store_id="vs_abc123",
+                  file_id="file_id",
+              )
+              print(vector_store_file.id)
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              const vectorStoreFile = await client.vectorStores.files.create('vs_abc123', { file_id: 'file_id'
+              });
+
+
+              console.log(vectorStoreFile.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFile, err := client.VectorStores.Files.New(
+                  context.TODO(),
+                  "vs_abc123",
+                  openai.VectorStoreFileNewParams{
+                    FileID: "file_id",
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFile.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.files.FileCreateParams;
+              import com.openai.models.vectorstores.files.VectorStoreFile;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileCreateParams params = FileCreateParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .fileId("file_id")
+                          .build();
+                      VectorStoreFile vectorStoreFile = client.vectorStores().files().create(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store_file = openai.vector_stores.files.create("vs_abc123", file_id: "file_id")
+
+              puts(vector_store_file)
+      description: >-
+        Create a vector store file by attaching a [File](https://platform.openai.com/docs/api-reference/files)
+        to a [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object).
+  /vector_stores/{vector_store_id}/files/{file_id}:
+    get:
+      operationId: getVectorStoreFile
+      tags:
+        - Vector stores
+      summary: Retrieve vector store file
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: The ID of the vector store that the file belongs to.
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+            example: file-abc123
+          description: The ID of the file being retrieved.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileObject'
+      x-oaiMeta:
+        name: Retrieve vector store file
+        group: vector_stores
+        returns: >-
+          The [vector store
+          file](https://platform.openai.com/docs/api-reference/vector-stores-files/file-object) object.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "vector_store.file",
+              "created_at": 1699061776,
+              "vector_store_id": "vs_abcd",
+              "status": "completed",
+              "last_error": null
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2"
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file = client.vector_stores.files.retrieve(
+                  file_id="file-abc123",
+                  vector_store_id="vs_abc123",
+              )
+              print(vector_store_file.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFile = await client.vectorStores.files.retrieve('file-abc123', {
+                vector_store_id: 'vs_abc123',
+              });
+
+              console.log(vectorStoreFile.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFile, err := client.VectorStores.Files.Get(
+                  context.TODO(),
+                  "vs_abc123",
+                  "file-abc123",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFile.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.files.FileRetrieveParams;
+              import com.openai.models.vectorstores.files.VectorStoreFile;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileRetrieveParams params = FileRetrieveParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .fileId("file-abc123")
+                          .build();
+                      VectorStoreFile vectorStoreFile = client.vectorStores().files().retrieve(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              vector_store_file = openai.vector_stores.files.retrieve("file-abc123", vector_store_id:
+              "vs_abc123")
+
+
+              puts(vector_store_file)
+      description: Retrieves a vector store file.
+    delete:
+      operationId: deleteVectorStoreFile
+      tags:
+        - Vector stores
+      summary: Delete vector store file
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the vector store that the file belongs to.
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+          description: The ID of the file to delete.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeleteVectorStoreFileResponse'
+      x-oaiMeta:
+        name: Delete vector store file
+        group: vector_stores
+        returns: Deletion status
+        examples:
+          response: |
+            {
+              id: "file-abc123",
+              object: "vector_store.file.deleted",
+              deleted: true
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123 \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -H "OpenAI-Beta: assistants=v2" \
+                -X DELETE
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file_deleted = client.vector_stores.files.delete(
+                  file_id="file_id",
+                  vector_store_id="vector_store_id",
+              )
+              print(vector_store_file_deleted.id)
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFileDeleted = await client.vectorStores.files.delete('file_id', {
+                vector_store_id: 'vector_store_id',
+              });
+
+              console.log(vectorStoreFileDeleted.id);
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFileDeleted, err := client.VectorStores.Files.Delete(
+                  context.TODO(),
+                  "vector_store_id",
+                  "file_id",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFileDeleted.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.files.FileDeleteParams;
+              import com.openai.models.vectorstores.files.VectorStoreFileDeleted;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileDeleteParams params = FileDeleteParams.builder()
+                          .vectorStoreId("vector_store_id")
+                          .fileId("file_id")
+                          .build();
+                      VectorStoreFileDeleted vectorStoreFileDeleted = client.vectorStores().files().delete(params);
+                  }
+              }
+            ruby: >-
+              require "openai"
+
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+
+              vector_store_file_deleted = openai.vector_stores.files.delete("file_id", vector_store_id:
+              "vector_store_id")
+
+
+              puts(vector_store_file_deleted)
+      description: >-
+        Delete a vector store file. This will remove the file from the vector store but the file itself will
+        not be deleted. To delete the file, use the [delete
+        file](https://platform.openai.com/docs/api-reference/files/delete) endpoint.
+    post:
+      operationId: updateVectorStoreFileAttributes
+      tags:
+        - Vector stores
+      summary: Update vector store file attributes
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: The ID of the vector store the file belongs to.
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+            example: file-abc123
+          description: The ID of the file to update attributes.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/UpdateVectorStoreFileAttributesRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileObject'
+      x-oaiMeta:
+        name: Update vector store file attributes
+        group: vector_stores
+        returns: >-
+          The updated [vector store
+          file](https://platform.openai.com/docs/api-reference/vector-stores-files/file-object) object.
+        examples:
+          response: |
+            {
+              "id": "file-abc123",
+              "object": "vector_store.file",
+              "usage_bytes": 1234,
+              "created_at": 1699061776,
+              "vector_store_id": "vs_abcd",
+              "status": "completed",
+              "last_error": null,
+              "chunking_strategy": {...},
+              "attributes": {"key1": "value1", "key2": 2}
+            }
+          request:
+            curl: |
+              curl https://api.openai.com/v1/vector_stores/{vector_store_id}/files/{file_id} \
+                -H "Authorization: Bearer $OPENAI_API_KEY" \
+                -H "Content-Type: application/json" \
+                -d '{"attributes": {"key1": "value1", "key2": 2}}'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const vectorStoreFile = await client.vectorStores.files.update('file-abc123', {
+                vector_store_id: 'vs_abc123',
+                attributes: { foo: 'string' },
+              });
+
+              console.log(vectorStoreFile.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              vector_store_file = client.vector_stores.files.update(
+                  file_id="file-abc123",
+                  vector_store_id="vs_abc123",
+                  attributes={
+                      "foo": "string"
+                  },
+              )
+              print(vector_store_file.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                vectorStoreFile, err := client.VectorStores.Files.Update(
+                  context.TODO(),
+                  "vs_abc123",
+                  "file-abc123",
+                  openai.VectorStoreFileUpdateParams{
+                    Attributes: map[string]openai.VectorStoreFileUpdateParamsAttributeUnion{
+                    "foo": openai.VectorStoreFileUpdateParamsAttributeUnion{
+                      OfString: openai.String("string"),
+                    },
+                    },
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", vectorStoreFile.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.JsonValue;
+              import com.openai.models.vectorstores.files.FileUpdateParams;
+              import com.openai.models.vectorstores.files.VectorStoreFile;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileUpdateParams params = FileUpdateParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .fileId("file-abc123")
+                          .attributes(FileUpdateParams.Attributes.builder()
+                              .putAdditionalProperty("foo", JsonValue.from("string"))
+                              .build())
+                          .build();
+                      VectorStoreFile vectorStoreFile = client.vectorStores().files().update(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              vector_store_file = openai.vector_stores.files.update(
+                "file-abc123",
+                vector_store_id: "vs_abc123",
+                attributes: {foo: "string"}
+              )
+
+              puts(vector_store_file)
+      description: Update attributes on a vector store file.
+  /vector_stores/{vector_store_id}/files/{file_id}/content:
+    get:
+      operationId: retrieveVectorStoreFileContent
+      tags:
+        - Vector stores
+      summary: Retrieve vector store file content
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: The ID of the vector store.
+        - in: path
+          name: file_id
+          required: true
+          schema:
+            type: string
+            example: file-abc123
+          description: The ID of the file within the vector store.
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreFileContentResponse'
+      x-oaiMeta:
+        name: Retrieve vector store file content
+        group: vector_stores
+        returns: The parsed contents of the specified vector store file.
+        examples:
+          response: |
+            {
+              "file_id": "file-abc123",
+              "filename": "example.txt",
+              "attributes": {"key": "value"},
+              "content": [
+                {"type": "text", "text": "..."},
+                ...
+              ]
+            }
+          request:
+            curl: |
+              curl \
+              https://api.openai.com/v1/vector_stores/vs_abc123/files/file-abc123/content \
+              -H "Authorization: Bearer $OPENAI_API_KEY"
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              // Automatically fetches more pages as needed.
+              for await (const fileContentResponse of client.vectorStores.files.content('file-abc123', {
+                vector_store_id: 'vs_abc123',
+              })) {
+                console.log(fileContentResponse.text);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.vector_stores.files.content(
+                  file_id="file-abc123",
+                  vector_store_id="vs_abc123",
+              )
+              page = page.data[0]
+              print(page.text)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.VectorStores.Files.Content(
+                  context.TODO(),
+                  "vs_abc123",
+                  "file-abc123",
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.files.FileContentPage;
+              import com.openai.models.vectorstores.files.FileContentParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      FileContentParams params = FileContentParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .fileId("file-abc123")
+                          .build();
+                      FileContentPage page = client.vectorStores().files().content(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.vector_stores.files.content("file-abc123", vector_store_id: "vs_abc123")
+
+              puts(page)
+      description: Retrieve the parsed contents of a vector store file.
+  /vector_stores/{vector_store_id}/search:
+    post:
+      operationId: searchVectorStore
+      tags:
+        - Vector stores
+      summary: Search vector store
+      parameters:
+        - in: path
+          name: vector_store_id
+          required: true
+          schema:
+            type: string
+            example: vs_abc123
+          description: The ID of the vector store to search.
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/VectorStoreSearchRequest'
+      responses:
+        '200':
+          description: OK
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VectorStoreSearchResultsPage'
+      x-oaiMeta:
+        name: Search vector store
+        group: vector_stores
+        returns: A page of search results from the vector store.
+        examples:
+          response: |
+            {
+              "object": "vector_store.search_results.page",
+              "search_query": "What is the return policy?",
+              "data": [
+                {
+                  "file_id": "file_123",
+                  "filename": "document.pdf",
+                  "score": 0.95,
+                  "attributes": {
+                    "author": "John Doe",
+                    "date": "2023-01-01"
+                  },
+                  "content": [
+                    {
+                      "type": "text",
+                      "text": "Relevant chunk"
+                    }
+                  ]
+                },
+                {
+                  "file_id": "file_456",
+                  "filename": "notes.txt",
+                  "score": 0.89,
+                  "attributes": {
+                    "author": "Jane Smith",
+                    "date": "2023-01-02"
+                  },
+                  "content": [
+                    {
+                      "type": "text",
+                      "text": "Sample text content from the vector store."
+                    }
+                  ]
+                }
+              ],
+              "has_more": false,
+              "next_page": null
+            }
+          request:
+            curl: |
+              curl -X POST \
+              https://api.openai.com/v1/vector_stores/vs_abc123/search \
+              -H "Authorization: Bearer $OPENAI_API_KEY" \
+              -H "Content-Type: application/json" \
+              -d '{"query": "What is the return policy?", "filters": {...}}'
+            node.js: >-
+              import OpenAI from 'openai';
+
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+
+              // Automatically fetches more pages as needed.
+
+              for await (const vectorStoreSearchResponse of client.vectorStores.search('vs_abc123', { query:
+              'string' })) {
+                console.log(vectorStoreSearchResponse.file_id);
+              }
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              page = client.vector_stores.search(
+                  vector_store_id="vs_abc123",
+                  query="string",
+              )
+              page = page.data[0]
+              print(page.file_id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                page, err := client.VectorStores.Search(
+                  context.TODO(),
+                  "vs_abc123",
+                  openai.VectorStoreSearchParams{
+                    Query: openai.VectorStoreSearchParamsQueryUnion{
+                      OfString: openai.String("string"),
+                    },
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", page)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.vectorstores.VectorStoreSearchPage;
+              import com.openai.models.vectorstores.VectorStoreSearchParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VectorStoreSearchParams params = VectorStoreSearchParams.builder()
+                          .vectorStoreId("vs_abc123")
+                          .query("string")
+                          .build();
+                      VectorStoreSearchPage page = client.vectorStores().search(params);
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              page = openai.vector_stores.search("vs_abc123", query: "string")
+
+              puts(page)
+      description: Search a vector store for relevant chunks based on a query and file attributes filter.
+  /conversations:
+    post:
+      tags:
+        - Conversations
+      summary: Create a conversation
+      description: Create a conversation.
+      operationId: createConversation
+      parameters: []
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateConversationBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationResource'
+      x-oaiMeta:
+        name: Create a conversation
+        group: conversations
+        returns: >
+          Returns a [Conversation](https://platform.openai.com/docs/api-reference/conversations/object)
+          object.
+        path: create
+        examples:
+          - title: Create a conversation.
+            request:
+              curl: |
+                curl https://api.openai.com/v1/conversations \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "metadata": {"topic": "demo"},
+                    "items": [
+                      {
+                        "type": "message",
+                        "role": "user",
+                        "content": "Hello!"
+                      }
+                    ]
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const conversation = await client.conversations.create({
+                  metadata: { topic: "demo" },
+                  items: [
+                    { type: "message", role: "user", content: "Hello!" }
+                  ],
+                });
+                console.log(conversation);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation = client.conversations.create()
+                print(conversation.id)
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                Conversation conversation = client.CreateConversation(
+                    new CreateConversationOptions
+                    {
+                        Metadata = new Dictionary<string, string>
+                        {
+                            { "topic", "demo" }
+                        },
+                        Items =
+                        {
+                            new ConversationMessageInput
+                            {
+                                Role = "user",
+                                Content = "Hello!",
+                            }
+                        }
+                    }
+                );
+                Console.WriteLine(conversation.Id);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const conversation = await client.conversations.create();
+
+                console.log(conversation.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/conversations"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversation, err := client.Conversations.New(context.TODO(), conversations.ConversationNewParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.Conversation;
+                import com.openai.models.conversations.ConversationCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Conversation conversation = client.conversations().create();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                conversation = openai.conversations.create
+
+                puts(conversation)
+            response: |
+              {
+                "id": "conv_123",
+                "object": "conversation",
+                "created_at": 1741900000,
+                "metadata": {"topic": "demo"}
+              }
+  /conversations/{conversation_id}:
+    get:
+      tags:
+        - Conversations
+      summary: Retrieve a conversation
+      description: Get a conversation
+      operationId: getConversation
+      parameters:
+        - name: conversation_id
+          in: path
+          description: The ID of the conversation to retrieve.
+          required: true
+          schema:
+            example: conv_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationResource'
+      x-oaiMeta:
+        name: Retrieve a conversation
+        group: conversations
+        returns: >
+          Returns a [Conversation](https://platform.openai.com/docs/api-reference/conversations/object)
+          object.
+        path: retrieve
+        examples:
+          - title: Retrieve a conversation
+            request:
+              curl: |
+                curl https://api.openai.com/v1/conversations/conv_123 \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const conversation = await client.conversations.retrieve("conv_123");
+                console.log(conversation);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation = client.conversations.retrieve(
+                    "conv_123",
+                )
+                print(conversation.id)
+              csharp: |
+                using System;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                Conversation conversation = client.GetConversation("conv_123");
+                Console.WriteLine(conversation.Id);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const conversation = await client.conversations.retrieve('conv_123');
+
+                console.log(conversation.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversation, err := client.Conversations.Get(context.TODO(), "conv_123")
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.Conversation;
+                import com.openai.models.conversations.ConversationRetrieveParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        Conversation conversation = client.conversations().retrieve("conv_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                conversation = openai.conversations.retrieve("conv_123")
+
+                puts(conversation)
+            response: |
+              {
+                "id": "conv_123",
+                "object": "conversation",
+                "created_at": 1741900000,
+                "metadata": {"topic": "demo"}
+              }
+    delete:
+      tags:
+        - Conversations
+      summary: Delete a conversation
+      description: Delete a conversation. Items in the conversation will not be deleted.
+      operationId: deleteConversation
+      parameters:
+        - name: conversation_id
+          in: path
+          description: The ID of the conversation to delete.
+          required: true
+          schema:
+            example: conv_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeletedConversationResource'
+      x-oaiMeta:
+        name: Delete a conversation
+        group: conversations
+        returns: |
+          A success message.
+        path: delete
+        examples:
+          - title: Delete a conversation
+            request:
+              curl: |
+                curl -X DELETE https://api.openai.com/v1/conversations/conv_123 \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const deleted = await client.conversations.delete("conv_123");
+                console.log(deleted);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation_deleted_resource = client.conversations.delete(
+                    "conv_123",
+                )
+                print(conversation_deleted_resource.id)
+              csharp: |
+                using System;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                DeletedConversation deleted = client.DeleteConversation("conv_123");
+                Console.WriteLine(deleted.Id);
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const conversationDeletedResource = await client.conversations.delete('conv_123');
+
+                console.log(conversationDeletedResource.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversationDeletedResource, err := client.Conversations.Delete(context.TODO(), "conv_123")
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversationDeletedResource.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.conversations.ConversationDeleteParams;
+                import com.openai.models.conversations.ConversationDeletedResource;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ConversationDeletedResource conversationDeletedResource = client.conversations().delete("conv_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                conversation_deleted_resource = openai.conversations.delete("conv_123")
+
+                puts(conversation_deleted_resource)
+            response: |
+              {
+                "id": "conv_123",
+                "object": "conversation.deleted",
+                "deleted": true
+              }
+    post:
+      tags:
+        - Conversations
+      summary: Update a conversation
+      description: Update a conversation
+      operationId: updateConversation
+      parameters:
+        - name: conversation_id
+          in: path
+          description: The ID of the conversation to update.
+          required: true
+          schema:
+            example: conv_123
+            type: string
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/UpdateConversationBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ConversationResource'
+      x-oaiMeta:
+        name: Update a conversation
+        group: conversations
+        returns: >
+          Returns the updated
+          [Conversation](https://platform.openai.com/docs/api-reference/conversations/object) object.
+        path: update
+        examples:
+          - title: Update conversation metadata
+            request:
+              curl: |
+                curl https://api.openai.com/v1/conversations/conv_123 \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "metadata": {"topic": "project-x"}
+                  }'
+              javascript: |
+                import OpenAI from "openai";
+                const client = new OpenAI();
+
+                const updated = await client.conversations.update(
+                  "conv_123",
+                  { metadata: { topic: "project-x" } }
+                );
+                console.log(updated);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                conversation = client.conversations.update(
+                    conversation_id="conv_123",
+                    metadata={
+                        "foo": "string"
+                    },
+                )
+                print(conversation.id)
+              csharp: |
+                using System;
+                using System.Collections.Generic;
+                using OpenAI.Conversations;
+
+                OpenAIConversationClient client = new(
+                    apiKey: Environment.GetEnvironmentVariable("OPENAI_API_KEY")
+                );
+
+                Conversation updated = client.UpdateConversation(
+                    conversationId: "conv_123",
+                    new UpdateConversationOptions
+                    {
+                        Metadata = new Dictionary<string, string>
+                        {
+                            { "topic", "project-x" }
+                        }
+                    }
+                );
+                Console.WriteLine(updated.Id);
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const conversation = await client.conversations.update('conv_123', { metadata: { foo: 'string'
+                } });
+
+
+                console.log(conversation.id);
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/conversations"
+                  "github.com/openai/openai-go/option"
+                  "github.com/openai/openai-go/shared"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  conversation, err := client.Conversations.Update(
+                    context.TODO(),
+                    "conv_123",
+                    conversations.ConversationUpdateParams{
+                      Metadata: shared.Metadata{
+                      "foo": "string",
+                      },
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", conversation.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.core.JsonValue;
+                import com.openai.models.conversations.Conversation;
+                import com.openai.models.conversations.ConversationUpdateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ConversationUpdateParams params = ConversationUpdateParams.builder()
+                            .conversationId("conv_123")
+                            .metadata(ConversationUpdateParams.Metadata.builder()
+                                .putAdditionalProperty("foo", JsonValue.from("string"))
+                                .build())
+                            .build();
+                        Conversation conversation = client.conversations().update(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                conversation = openai.conversations.update("conv_123", metadata: {foo: "string"})
+
+                puts(conversation)
+            response: |
+              {
+                "id": "conv_123",
+                "object": "conversation",
+                "created_at": 1741900000,
+                "metadata": {"topic": "project-x"}
+              }
+  /videos:
+    post:
+      tags:
+        - Videos
+      summary: Create video
+      description: Create a video
+      operationId: createVideo
+      parameters: []
+      requestBody:
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateVideoBody'
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateVideoBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VideoResource'
+      x-oaiMeta:
+        name: Create video
+        group: videos
+        path: create
+        returns: Returns the newly created [video job](https://platform.openai.com/docs/api-reference/videos/object).
+        examples:
+          - title: Create a video render
+            request:
+              curl: |
+                curl https://api.openai.com/v1/videos \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -F "model=sora-2" \
+                  -F "prompt=A calico cat playing a piano on stage"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const openai = new OpenAI();
+
+                const video = await openai.videos.create({ prompt: 'A calico cat playing a piano on stage' });
+
+                console.log(video.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                video = client.videos.create(
+                    prompt="x",
+                )
+                print(video.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  video, err := client.Videos.New(context.TODO(), openai.VideoNewParams{
+                    Prompt: "x",
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", video.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.videos.Video;
+                import com.openai.models.videos.VideoCreateParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        VideoCreateParams params = VideoCreateParams.builder()
+                            .prompt("x")
+                            .build();
+                        Video video = client.videos().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                video = openai.videos.create(prompt: "x")
+
+                puts(video)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const video = await client.videos.create({ prompt: 'x' });
+
+                console.log(video.id);
+            response: |
+              {
+                "id": "video_123",
+                "object": "video",
+                "model": "sora-2",
+                "status": "queued",
+                "progress": 0,
+                "created_at": 1712697600,
+                "size": "1024x1808",
+                "seconds": "8",
+                "quality": "standard"
+              }
+    get:
+      tags:
+        - Videos
+      summary: List videos
+      description: List videos
+      operationId: ListVideos
+      parameters:
+        - name: limit
+          in: query
+          description: Number of items to retrieve
+          required: false
+          schema:
+            type: integer
+            minimum: 0
+            maximum: 100
+        - name: order
+          in: query
+          description: Sort order of results by timestamp. Use `asc` for ascending order or `desc` for descending order.
+          required: false
+          schema:
+            $ref: '#/components/schemas/OrderEnum'
+        - name: after
+          in: query
+          description: Identifier for the last item from the previous pagination request
+          required: false
+          schema:
+            description: Identifier for the last item from the previous pagination request
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VideoListResource'
+      x-oaiMeta:
+        name: List videos
+        group: videos
+        path: list
+        returns: >-
+          Returns a paginated list of [video
+          jobs](https://platform.openai.com/docs/api-reference/videos/object) for the organization.
+        examples:
+          - title: List recent videos
+            request:
+              curl: |
+                curl https://api.openai.com/v1/videos \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const openai = new OpenAI();
+
+                // Automatically fetches more pages as needed.
+                for await (const video of openai.videos.list()) {
+                  console.log(video.id);
+                }
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                page = client.videos.list()
+                page = page.data[0]
+                print(page.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  page, err := client.Videos.List(context.TODO(), openai.VideoListParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", page)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.videos.VideoListPage;
+                import com.openai.models.videos.VideoListParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        VideoListPage page = client.videos().list();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                page = openai.videos.list
+
+                puts(page)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                // Automatically fetches more pages as needed.
+                for await (const video of client.videos.list()) {
+                  console.log(video.id);
+                }
+            response: |
+              {
+                "data": [
+                  {
+                    "id": "video_123",
+                    "object": "video",
+                    "model": "sora-2",
+                    "status": "completed"
+                  }
+                ],
+                "object": "list"
+              }
+  /videos/{video_id}:
+    get:
+      tags:
+        - Videos
+      summary: Retrieve video
+      description: Retrieve a video
+      operationId: GetVideo
+      parameters:
+        - name: video_id
+          in: path
+          description: The identifier of the video to retrieve.
+          required: true
+          schema:
+            example: video_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VideoResource'
+      x-oaiMeta:
+        name: Retrieve video
+        group: videos
+        path: retrieve
+        returns: >-
+          Returns the [video job](https://platform.openai.com/docs/api-reference/videos/object) matching the
+          provided identifier.
+        examples:
+          response: ''
+          request:
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const video = await client.videos.retrieve('video_123');
+
+              console.log(video.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              video = client.videos.retrieve(
+                  "video_123",
+              )
+              print(video.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                video, err := client.Videos.Get(context.TODO(), "video_123")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", video.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.videos.Video;
+              import com.openai.models.videos.VideoRetrieveParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      Video video = client.videos().retrieve("video_123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              video = openai.videos.retrieve("video_123")
+
+              puts(video)
+    delete:
+      tags:
+        - Videos
+      summary: Delete video
+      description: Delete a video
+      operationId: DeleteVideo
+      parameters:
+        - name: video_id
+          in: path
+          description: The identifier of the video to delete.
+          required: true
+          schema:
+            example: video_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeletedVideoResource'
+      x-oaiMeta:
+        name: Delete video
+        group: videos
+        path: delete
+        returns: Returns the deleted video job metadata.
+        examples:
+          response: ''
+          request:
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const video = await client.videos.delete('video_123');
+
+              console.log(video.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              video = client.videos.delete(
+                  "video_123",
+              )
+              print(video.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                video, err := client.Videos.Delete(context.TODO(), "video_123")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", video.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.videos.VideoDeleteParams;
+              import com.openai.models.videos.VideoDeleteResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      VideoDeleteResponse video = client.videos().delete("video_123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              video = openai.videos.delete("video_123")
+
+              puts(video)
+  /videos/{video_id}/content:
+    get:
+      tags:
+        - Videos
+      summary: Retrieve video content
+      description: Download video content
+      operationId: RetrieveVideoContent
+      parameters:
+        - name: video_id
+          in: path
+          description: The identifier of the video whose media to download.
+          required: true
+          schema:
+            example: video_123
+            type: string
+        - name: variant
+          in: query
+          description: Which downloadable asset to return. Defaults to the MP4 video.
+          required: false
+          schema:
+            $ref: '#/components/schemas/VideoContentVariant'
+      responses:
+        '200':
+          description: The video bytes or preview asset that matches the requested variant.
+          content:
+            video/mp4:
+              schema:
+                type: string
+                format: binary
+            image/webp:
+              schema:
+                type: string
+                format: binary
+            application/json:
+              schema:
+                type: string
+      x-oaiMeta:
+        name: Retrieve video content
+        group: videos
+        path: content
+        returns: Streams the rendered video content for the specified video job.
+        examples:
+          response: ''
+          request:
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.videos.downloadContent('video_123');
+
+              console.log(response);
+
+              const content = await response.blob();
+              console.log(content);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.videos.download_content(
+                  video_id="video_123",
+              )
+              print(response)
+              content = response.read()
+              print(content)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.Videos.DownloadContent(
+                  context.TODO(),
+                  "video_123",
+                  openai.VideoDownloadContentParams{
+
+                  },
+                )
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.core.http.HttpResponse;
+              import com.openai.models.videos.VideoDownloadContentParams;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      HttpResponse response = client.videos().downloadContent("video_123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.videos.download_content("video_123")
+
+              puts(response)
+  /videos/{video_id}/remix:
+    post:
+      tags:
+        - Videos
+      summary: Remix video
+      description: Create a video remix
+      operationId: CreateVideoRemix
+      parameters:
+        - name: video_id
+          in: path
+          description: The identifier of the completed video to remix.
+          required: true
+          schema:
+            example: video_123
+            type: string
+      requestBody:
+        content:
+          multipart/form-data:
+            schema:
+              $ref: '#/components/schemas/CreateVideoRemixBody'
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateVideoRemixBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/VideoResource'
+      x-oaiMeta:
+        name: Remix video
+        group: videos
+        path: remix
+        returns: >-
+          Creates a remix of the specified [video
+          job](https://platform.openai.com/docs/api-reference/videos/object) using the provided prompt.
+        examples:
+          - title: Remix a generated video
+            request:
+              curl: |
+                curl -X POST https://api.openai.com/v1/videos/video_123/remix \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "Content-Type: application/json" \
+                  -d '{
+                    "prompt": "Extend the scene with the cat taking a bow to the cheering audience"
+                  }'
+              javascript: >
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI();
+
+
+                const video = await client.videos.remix('video_123', { prompt: 'Extend the scene with the cat
+                taking a bow to the cheering audience' });
+
+
+                console.log(video.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                video = client.videos.remix(
+                    video_id="video_123",
+                    prompt="x",
+                )
+                print(video.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  video, err := client.Videos.Remix(
+                    context.TODO(),
+                    "video_123",
+                    openai.VideoRemixParams{
+                      Prompt: "x",
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", video.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.videos.Video;
+                import com.openai.models.videos.VideoRemixParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        VideoRemixParams params = VideoRemixParams.builder()
+                            .videoId("video_123")
+                            .prompt("x")
+                            .build();
+                        Video video = client.videos().remix(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                video = openai.videos.remix("video_123", prompt: "x")
+
+                puts(video)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const video = await client.videos.remix('video_123', { prompt: 'x' });
+
+                console.log(video.id);
+            response: |
+              {
+                "id": "video_456",
+                "object": "video",
+                "model": "sora-2",
+                "status": "queued",
+                "progress": 0,
+                "created_at": 1712698600,
+                "size": "720x1280",
+                "seconds": "8",
+                "remixed_from_video_id": "video_123"
+              }
+  /responses/input_tokens:
+    post:
+      summary: Get input token counts
+      description: Get input token counts
+      operationId: Getinputtokencounts
+      parameters: []
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/TokenCountsBody'
+          application/x-www-form-urlencoded:
+            schema:
+              $ref: '#/components/schemas/TokenCountsBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/TokenCountsResource'
+      x-oaiMeta:
+        name: Get input token counts
+        group: responses
+        returns: |
+          The input token counts.
+          ```json
+          {
+            object: "response.input_tokens"
+            input_tokens: 123
+          }
+          ```
+        examples:
+          response: |
+            {
+              "object": "response.input_tokens",
+              "input_tokens": 11
+            }
+          request:
+            curl: |
+              curl -X POST https://api.openai.com/v1/responses/input_tokens \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -d '{
+                    "model": "gpt-5",
+                    "input": "Tell me a joke."
+                  }'
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const response = await client.responses.inputTokens.count();
+
+              console.log(response.input_tokens);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              response = client.responses.input_tokens.count()
+              print(response.input_tokens)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+                "github.com/openai/openai-go/responses"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                response, err := client.Responses.InputTokens.Count(context.TODO(), responses.InputTokenCountParams{
+
+                })
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", response.InputTokens)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.responses.inputtokens.InputTokenCountParams;
+              import com.openai.models.responses.inputtokens.InputTokenCountResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      InputTokenCountResponse response = client.responses().inputTokens().count();
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              response = openai.responses.input_tokens.count
+
+              puts(response)
+  /chatkit/sessions/{session_id}/cancel:
+    post:
+      summary: Cancel chat session
+      description: Cancel a ChatKit session
+      operationId: CancelChatSessionMethod
+      parameters:
+        - name: session_id
+          in: path
+          description: Unique identifier for the ChatKit session to cancel.
+          required: true
+          schema:
+            example: cksess_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatSessionResource'
+      x-oaiMeta:
+        name: Cancel chat session
+        group: chatkit
+        beta: true
+        path: cancel-session
+        returns: >-
+          Returns the chat session after it has been cancelled. Cancelling prevents new requests from using
+          the issued client secret.
+        examples:
+          - title: Cancel a ChatKit session by ID
+            request:
+              curl: |
+                curl -X POST \
+                  https://api.openai.com/v1/chatkit/sessions/cksess_123/cancel \
+                  -H "OpenAI-Beta: chatkit_beta=v1" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const client = new OpenAI();
+
+                const chatSession = await client.beta.chatkit.sessions.cancel('cksess_123');
+
+                console.log(chatSession.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_session = client.beta.chatkit.sessions.cancel(
+                    "cksess_123",
+                )
+                print(chat_session.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatSession, err := client.Beta.ChatKit.Sessions.Cancel(context.TODO(), "cksess_123")
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatSession.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.chatkit.sessions.SessionCancelParams;
+                import com.openai.models.beta.chatkit.threads.ChatSession;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatSession chatSession = client.beta().chatkit().sessions().cancel("cksess_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                chat_session = openai.beta.chatkit.sessions.cancel("cksess_123")
+
+                puts(chat_session)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatSession = await client.beta.chatkit.sessions.cancel('cksess_123');
+
+                console.log(chatSession.id);
+            response: |
+              {
+                "id": "cksess_123",
+                "object": "chatkit.session",
+                "workflow": {
+                  "id": "workflow_alpha",
+                  "version": "1"
+                },
+                "scope": {
+                  "customer_id": "cust_456"
+                },
+                "max_requests_per_1_minute": 30,
+                "ttl_seconds": 900,
+                "status": "cancelled",
+                "cancelled_at": 1712345678
+              }
+  /chatkit/sessions:
+    post:
+      summary: Create ChatKit session
+      description: Create a ChatKit session
+      operationId: CreateChatSessionMethod
+      parameters: []
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CreateChatSessionBody'
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatSessionResource'
+      x-oaiMeta:
+        name: Create ChatKit session
+        group: chatkit
+        beta: true
+        path: sessions/create
+        returns: >-
+          Returns a [ChatKit session](https://platform.openai.com/docs/api-reference/chatkit/sessions/object)
+          object.
+        examples:
+          - title: Create a scoped session
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chatkit/sessions \
+                  -H "Content-Type: application/json" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY" \
+                  -H "OpenAI-Beta: chatkit_beta=v1" \
+                  -d '{
+                    "workflow": {
+                      "id": "workflow_alpha",
+                      "version": "2024-10-01"
+                    },
+                    "scope": {
+                      "project": "alpha",
+                      "environment": "staging"
+                    },
+                    "expires_after": 1800,
+                    "max_requests_per_1_minute": 60,
+                    "max_requests_per_session": 500
+                  }'
+              javascript: >
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI();
+
+
+                const chatSession = await client.beta.chatkit.sessions.create({ user: 'user', workflow: { id:
+                'id' } });
+
+
+                console.log(chatSession.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chat_session = client.beta.chatkit.sessions.create(
+                    user="x",
+                    workflow={
+                        "id": "id"
+                    },
+                )
+                print(chat_session.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatSession, err := client.Beta.ChatKit.Sessions.New(context.TODO(), openai.BetaChatKitSessionNewParams{
+                    User: "x",
+                    Workflow: openai.ChatSessionWorkflowParam{
+                      ID: "id",
+                    },
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatSession.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.chatkit.sessions.SessionCreateParams;
+                import com.openai.models.beta.chatkit.threads.ChatSession;
+                import com.openai.models.beta.chatkit.threads.ChatSessionWorkflowParam;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        SessionCreateParams params = SessionCreateParams.builder()
+                            .user("x")
+                            .workflow(ChatSessionWorkflowParam.builder()
+                                .id("id")
+                                .build())
+                            .build();
+                        ChatSession chatSession = client.beta().chatkit().sessions().create(params);
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                chat_session = openai.beta.chatkit.sessions.create(user: "x", workflow: {id: "id"})
+
+                puts(chat_session)
+              node.js: >-
+                import OpenAI from 'openai';
+
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+
+                const chatSession = await client.beta.chatkit.sessions.create({ user: 'x', workflow: { id:
+                'id' } });
+
+
+                console.log(chatSession.id);
+            response: |
+              {
+                "client_secret": "chatkit_token_123",
+                "expires_after": 1800,
+                "workflow": {
+                  "id": "workflow_alpha",
+                  "version": "2024-10-01"
+                },
+                "scope": {
+                  "project": "alpha",
+                  "environment": "staging"
+                },
+                "max_requests_per_1_minute": 60,
+                "max_requests_per_session": 500,
+                "status": "active"
+              }
+  /chatkit/threads/{thread_id}/items:
+    get:
+      summary: List ChatKit thread items
+      description: List ChatKit thread items
+      operationId: ListThreadItemsMethod
+      parameters:
+        - name: thread_id
+          in: path
+          description: Identifier of the ChatKit thread whose items are requested.
+          required: true
+          schema:
+            example: cthr_123
+            type: string
+        - name: limit
+          in: query
+          description: Maximum number of thread items to return. Defaults to 20.
+          required: false
+          schema:
+            type: integer
+            minimum: 0
+            maximum: 100
+        - name: order
+          in: query
+          description: Sort order for results by creation time. Defaults to `desc`.
+          required: false
+          schema:
+            $ref: '#/components/schemas/OrderEnum'
+        - name: after
+          in: query
+          description: List items created after this thread item ID. Defaults to null for the first page.
+          required: false
+          schema:
+            description: List items created after this thread item ID. Defaults to null for the first page.
+            type: string
+        - name: before
+          in: query
+          description: List items created before this thread item ID. Defaults to null for the newest results.
+          required: false
+          schema:
+            description: List items created before this thread item ID. Defaults to null for the newest results.
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadItemListResource'
+      x-oaiMeta:
+        name: List ChatKit thread items
+        group: chatkit
+        beta: true
+        path: threads/list-items
+        returns: >-
+          Returns a [list of thread
+          items](https://platform.openai.com/docs/api-reference/chatkit/threads/item-list) for the specified
+          thread.
+        examples:
+          - title: Retrieve items for a thread
+            request:
+              curl: |
+                curl "https://api.openai.com/v1/chatkit/threads/cthr_abc123/items?limit=3" \
+                  -H "OpenAI-Beta: chatkit_beta=v1" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const client = new OpenAI();
+
+                // Automatically fetches more pages as needed.
+                for await (const thread of client.beta.chatkit.threads.listItems('cthr_123')) {
+                  console.log(thread);
+                }
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                page = client.beta.chatkit.threads.list_items(
+                    thread_id="cthr_123",
+                )
+                page = page.data[0]
+                print(page)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  page, err := client.Beta.ChatKit.Threads.ListItems(
+                    context.TODO(),
+                    "cthr_123",
+                    openai.BetaChatKitThreadListItemsParams{
+
+                    },
+                  )
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", page)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.chatkit.threads.ThreadListItemsPage;
+                import com.openai.models.beta.chatkit.threads.ThreadListItemsParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ThreadListItemsPage page = client.beta().chatkit().threads().listItems("cthr_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                page = openai.beta.chatkit.threads.list_items("cthr_123")
+
+                puts(page)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                // Automatically fetches more pages as needed.
+                for await (const thread of client.beta.chatkit.threads.listItems('cthr_123')) {
+                  console.log(thread);
+                }
+            response: |
+              {
+                "data": [
+                  {
+                    "id": "cthi_user_001",
+                    "object": "chatkit.thread_item",
+                    "type": "user_message",
+                    "content": [
+                      {
+                        "type": "input_text",
+                        "text": "I need help debugging an onboarding issue."
+                      }
+                    ],
+                    "attachments": []
+                  },
+                  {
+                    "id": "cthi_assistant_002",
+                    "object": "chatkit.thread_item",
+                    "type": "assistant_message",
+                    "content": [
+                      {
+                        "type": "output_text",
+                        "text": "Let's start by confirming the workflow version you deployed."
+                      }
+                    ]
+                  }
+                ],
+                "has_more": false,
+                "object": "list"
+              }
+  /chatkit/threads/{thread_id}:
+    get:
+      summary: Retrieve ChatKit thread
+      description: Retrieve a ChatKit thread
+      operationId: GetThreadMethod
+      parameters:
+        - name: thread_id
+          in: path
+          description: Identifier of the ChatKit thread to retrieve.
+          required: true
+          schema:
+            example: cthr_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadResource'
+      x-oaiMeta:
+        name: Retrieve ChatKit thread
+        group: chatkit
+        beta: true
+        path: threads/retrieve
+        returns: Returns a [Thread](https://platform.openai.com/docs/api-reference/chatkit/threads/object) object.
+        examples:
+          - title: Retrieve a thread by ID
+            request:
+              curl: |
+                curl https://api.openai.com/v1/chatkit/threads/cthr_abc123 \
+                  -H "OpenAI-Beta: chatkit_beta=v1" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const client = new OpenAI();
+
+                const chatkitThread = await client.beta.chatkit.threads.retrieve('cthr_123');
+
+                console.log(chatkitThread.id);
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                chatkit_thread = client.beta.chatkit.threads.retrieve(
+                    "cthr_123",
+                )
+                print(chatkit_thread.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  chatkitThread, err := client.Beta.ChatKit.Threads.Get(context.TODO(), "cthr_123")
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", chatkitThread.ID)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.chatkit.threads.ChatKitThread;
+                import com.openai.models.beta.chatkit.threads.ThreadRetrieveParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ChatKitThread chatkitThread = client.beta().chatkit().threads().retrieve("cthr_123");
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                chatkit_thread = openai.beta.chatkit.threads.retrieve("cthr_123")
+
+                puts(chatkit_thread)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                const chatkitThread = await client.beta.chatkit.threads.retrieve('cthr_123');
+
+                console.log(chatkitThread.id);
+            response: |
+              {
+                "id": "cthr_abc123",
+                "object": "chatkit.thread",
+                "title": "Customer escalation",
+                "items": {
+                  "data": [
+                    {
+                      "id": "cthi_user_001",
+                      "object": "chatkit.thread_item",
+                      "type": "user_message",
+                      "content": [
+                        {
+                          "type": "input_text",
+                          "text": "I need help debugging an onboarding issue."
+                        }
+                      ],
+                      "attachments": []
+                    },
+                    {
+                      "id": "cthi_assistant_002",
+                      "object": "chatkit.thread_item",
+                      "type": "assistant_message",
+                      "content": [
+                        {
+                          "type": "output_text",
+                          "text": "Let's start by confirming the workflow version you deployed."
+                        }
+                      ]
+                    }
+                  ],
+                  "has_more": false
+                }
+              }
+    delete:
+      summary: Delete ChatKit thread
+      description: Delete a ChatKit thread
+      operationId: DeleteThreadMethod
+      parameters:
+        - name: thread_id
+          in: path
+          description: Identifier of the ChatKit thread to delete.
+          required: true
+          schema:
+            example: cthr_123
+            type: string
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DeletedThreadResource'
+      x-oaiMeta:
+        beta: true
+        examples:
+          response: ''
+          request:
+            node.js: |-
+              import OpenAI from 'openai';
+
+              const client = new OpenAI({
+                apiKey: 'My API Key',
+              });
+
+              const thread = await client.beta.chatkit.threads.delete('cthr_123');
+
+              console.log(thread.id);
+            python: |-
+              from openai import OpenAI
+
+              client = OpenAI(
+                  api_key="My API Key",
+              )
+              thread = client.beta.chatkit.threads.delete(
+                  "cthr_123",
+              )
+              print(thread.id)
+            go: |
+              package main
+
+              import (
+                "context"
+                "fmt"
+
+                "github.com/openai/openai-go"
+                "github.com/openai/openai-go/option"
+              )
+
+              func main() {
+                client := openai.NewClient(
+                  option.WithAPIKey("My API Key"),
+                )
+                thread, err := client.Beta.ChatKit.Threads.Delete(context.TODO(), "cthr_123")
+                if err != nil {
+                  panic(err.Error())
+                }
+                fmt.Printf("%+v\n", thread.ID)
+              }
+            java: |-
+              package com.openai.example;
+
+              import com.openai.client.OpenAIClient;
+              import com.openai.client.okhttp.OpenAIOkHttpClient;
+              import com.openai.models.beta.chatkit.threads.ThreadDeleteParams;
+              import com.openai.models.beta.chatkit.threads.ThreadDeleteResponse;
+
+              public final class Main {
+                  private Main() {}
+
+                  public static void main(String[] args) {
+                      OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                      ThreadDeleteResponse thread = client.beta().chatkit().threads().delete("cthr_123");
+                  }
+              }
+            ruby: |-
+              require "openai"
+
+              openai = OpenAI::Client.new(api_key: "My API Key")
+
+              thread = openai.beta.chatkit.threads.delete("cthr_123")
+
+              puts(thread)
+        name: Delete ChatKit thread
+        group: chatkit
+        path: threads/delete
+        returns: Returns a confirmation object for the deleted thread.
+  /chatkit/threads:
+    get:
+      summary: List ChatKit threads
+      description: List ChatKit threads
+      operationId: ListThreadsMethod
+      parameters:
+        - name: limit
+          in: query
+          description: Maximum number of thread items to return. Defaults to 20.
+          required: false
+          schema:
+            type: integer
+            minimum: 0
+            maximum: 100
+        - name: order
+          in: query
+          description: Sort order for results by creation time. Defaults to `desc`.
+          required: false
+          schema:
+            $ref: '#/components/schemas/OrderEnum'
+        - name: after
+          in: query
+          description: List items created after this thread item ID. Defaults to null for the first page.
+          required: false
+          schema:
+            description: List items created after this thread item ID. Defaults to null for the first page.
+            type: string
+        - name: before
+          in: query
+          description: List items created before this thread item ID. Defaults to null for the newest results.
+          required: false
+          schema:
+            description: List items created before this thread item ID. Defaults to null for the newest results.
+            type: string
+        - name: user
+          in: query
+          description: Filter threads that belong to this user identifier. Defaults to null to return all users.
+          required: false
+          schema:
+            description: Filter threads that belong to this user identifier. Defaults to null to return all users.
+            type: string
+            minLength: 1
+            maxLength: 512
+      responses:
+        '200':
+          description: Success
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ThreadListResource'
+      x-oaiMeta:
+        name: List ChatKit threads
+        group: chatkit
+        beta: true
+        path: list-threads
+        returns: Returns a paginated list of ChatKit threads accessible to the request scope.
+        examples:
+          - title: List recent threads
+            request:
+              curl: |
+                curl "https://api.openai.com/v1/chatkit/threads?limit=2&order=desc" \
+                  -H "OpenAI-Beta: chatkit_beta=v1" \
+                  -H "Authorization: Bearer $OPENAI_API_KEY"
+              javascript: |
+                import OpenAI from 'openai';
+
+                const client = new OpenAI();
+
+                // Automatically fetches more pages as needed.
+                for await (const chatkitThread of client.beta.chatkit.threads.list()) {
+                  console.log(chatkitThread.id);
+                }
+              python: |-
+                from openai import OpenAI
+
+                client = OpenAI(
+                    api_key="My API Key",
+                )
+                page = client.beta.chatkit.threads.list()
+                page = page.data[0]
+                print(page.id)
+              go: |
+                package main
+
+                import (
+                  "context"
+                  "fmt"
+
+                  "github.com/openai/openai-go"
+                  "github.com/openai/openai-go/option"
+                )
+
+                func main() {
+                  client := openai.NewClient(
+                    option.WithAPIKey("My API Key"),
+                  )
+                  page, err := client.Beta.ChatKit.Threads.List(context.TODO(), openai.BetaChatKitThreadListParams{
+
+                  })
+                  if err != nil {
+                    panic(err.Error())
+                  }
+                  fmt.Printf("%+v\n", page)
+                }
+              java: |-
+                package com.openai.example;
+
+                import com.openai.client.OpenAIClient;
+                import com.openai.client.okhttp.OpenAIOkHttpClient;
+                import com.openai.models.beta.chatkit.threads.ThreadListPage;
+                import com.openai.models.beta.chatkit.threads.ThreadListParams;
+
+                public final class Main {
+                    private Main() {}
+
+                    public static void main(String[] args) {
+                        OpenAIClient client = OpenAIOkHttpClient.fromEnv();
+
+                        ThreadListPage page = client.beta().chatkit().threads().list();
+                    }
+                }
+              ruby: |-
+                require "openai"
+
+                openai = OpenAI::Client.new(api_key: "My API Key")
+
+                page = openai.beta.chatkit.threads.list
+
+                puts(page)
+              node.js: |-
+                import OpenAI from 'openai';
+
+                const client = new OpenAI({
+                  apiKey: 'My API Key',
+                });
+
+                // Automatically fetches more pages as needed.
+                for await (const chatkitThread of client.beta.chatkit.threads.list()) {
+                  console.log(chatkitThread.id);
+                }
+            response: |
+              {
+                "data": [
+                  {
+                    "id": "cthr_abc123",
+                    "object": "chatkit.thread",
+                    "title": "Customer escalation"
+                  },
+                  {
+                    "id": "cthr_def456",
+                    "object": "chatkit.thread",
+                    "title": "Demo feedback"
+                  }
+                ],
+                "has_more": false,
+                "object": "list"
+              }
+webhooks:
+  batch_cancelled:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookBatchCancelled'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  batch_completed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookBatchCompleted'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  batch_expired:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookBatchExpired'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  batch_failed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookBatchFailed'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  eval_run_canceled:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookEvalRunCanceled'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  eval_run_failed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookEvalRunFailed'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  eval_run_succeeded:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookEvalRunSucceeded'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  fine_tuning_job_cancelled:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookFineTuningJobCancelled'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  fine_tuning_job_failed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookFineTuningJobFailed'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  fine_tuning_job_succeeded:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookFineTuningJobSucceeded'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  realtime_call_incoming:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookRealtimeCallIncoming'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  response_cancelled:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookResponseCancelled'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  response_completed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookResponseCompleted'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  response_failed:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookResponseFailed'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+  response_incomplete:
+    post:
+      requestBody:
+        description: The event payload sent by the API.
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/WebhookResponseIncomplete'
+      responses:
+        '200':
+          description: |
+            Return a 200 status code to acknowledge receipt of the event. Non-200
+            status codes will be retried.
+components:
+  schemas:
+    AddUploadPartRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        data:
+          description: |
+            The chunk of bytes for this Part.
+          type: string
+          format: binary
+      required:
+        - data
+    AdminApiKey:
+      type: object
+      description: Represents an individual Admin API key in an org.
+      properties:
+        object:
+          type: string
+          example: organization.admin_api_key
+          description: The object type, which is always `organization.admin_api_key`
+          x-stainless-const: true
+        id:
+          type: string
+          example: key_abc
+          description: The identifier, which can be referenced in API endpoints
+        name:
+          type: string
+          example: Administration Key
+          description: The name of the API key
+        redacted_value:
+          type: string
+          example: sk-admin...def
+          description: The redacted value of the API key
+        value:
+          type: string
+          example: sk-admin-1234abcd
+          description: The value of the API key. Only shown on create.
+        created_at:
+          type: integer
+          format: int64
+          example: 1711471533
+          description: The Unix timestamp (in seconds) of when the API key was created
+        last_used_at:
+          anyOf:
+            - type: integer
+              format: int64
+              example: 1711471534
+              description: The Unix timestamp (in seconds) of when the API key was last used
+            - type: 'null'
+        owner:
+          type: object
+          properties:
+            type:
+              type: string
+              example: user
+              description: Always `user`
+            object:
+              type: string
+              example: organization.user
+              description: The object type, which is always organization.user
+            id:
+              type: string
+              example: sa_456
+              description: The identifier, which can be referenced in API endpoints
+            name:
+              type: string
+              example: My Service Account
+              description: The name of the user
+            created_at:
+              type: integer
+              format: int64
+              example: 1711471533
+              description: The Unix timestamp (in seconds) of when the user was created
+            role:
+              type: string
+              example: owner
+              description: Always `owner`
+      required:
+        - object
+        - redacted_value
+        - name
+        - created_at
+        - last_used_at
+        - id
+        - owner
+      x-oaiMeta:
+        name: The admin API key object
+        example: |
+          {
+            "object": "organization.admin_api_key",
+            "id": "key_abc",
+            "name": "Main Admin Key",
+            "redacted_value": "sk-admin...xyz",
+            "created_at": 1711471533,
+            "last_used_at": 1711471534,
+            "owner": {
+              "type": "user",
+              "object": "organization.user",
+              "id": "user_123",
+              "name": "John Doe",
+              "created_at": 1711471533,
+              "role": "owner"
+            }
+          }
+    ApiKeyList:
+      type: object
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/AdminApiKey'
+        has_more:
+          type: boolean
+          example: false
+        first_id:
+          type: string
+          example: key_abc
+        last_id:
+          type: string
+          example: key_xyz
+    AssistantObject:
+      type: object
+      title: Assistant
+      description: Represents an `assistant` that can call the model and use tools.
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `assistant`.
+          type: string
+          enum:
+            - assistant
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the assistant was created.
+          type: integer
+        name:
+          anyOf:
+            - description: |
+                The name of the assistant. The maximum length is 256 characters.
+              type: string
+              maxLength: 256
+            - type: 'null'
+        description:
+          anyOf:
+            - description: |
+                The description of the assistant. The maximum length is 512 characters.
+              type: string
+              maxLength: 512
+            - type: 'null'
+        model:
+          description: >
+            ID of the model to use. You can use the [List
+            models](https://platform.openai.com/docs/api-reference/models/list) API to see all of your
+            available models, or see our [Model overview](https://platform.openai.com/docs/models) for
+            descriptions of them.
+          type: string
+        instructions:
+          anyOf:
+            - description: |
+                The system instructions that the assistant uses. The maximum length is 256,000 characters.
+              type: string
+              maxLength: 256000
+            - type: 'null'
+        tools:
+          description: >
+            A list of tool enabled on the assistant. There can be a maximum of 128 tools per assistant. Tools
+            can be of types `code_interpreter`, `file_search`, or `function`.
+          default: []
+          type: array
+          maxItems: 128
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are used by the assistant's tools. The resources are specific to the
+                type of tool. For example, the `code_interpreter` tool requires a list of file IDs, while the
+                `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made
+                        available to the `code_interpreter`` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        The ID of the [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this assistant. There can be a maximum of 1 vector store attached to the assistant.
+                      maxItems: 1
+                      items:
+                        type: string
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          anyOf:
+            - description: >
+                What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+                more random, while lower values like 0.2 will make it more focused and deterministic.
+              type: number
+              minimum: 0
+              maximum: 2
+              default: 1
+              example: 1
+            - type: 'null'
+        top_p:
+          anyOf:
+            - type: number
+              minimum: 0
+              maximum: 1
+              default: 1
+              example: 1
+              description: >
+                An alternative to sampling with temperature, called nucleus sampling, where the model
+                considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens
+                comprising the top 10% probability mass are considered.
+
+
+                We generally recommend altering this or temperature but not both.
+            - type: 'null'
+        response_format:
+          anyOf:
+            - $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+            - type: 'null'
+      required:
+        - id
+        - object
+        - created_at
+        - name
+        - description
+        - model
+        - instructions
+        - tools
+        - metadata
+      x-oaiMeta:
+        name: The assistant object
+        beta: true
+        example: |
+          {
+            "id": "asst_abc123",
+            "object": "assistant",
+            "created_at": 1698984975,
+            "name": "Math Tutor",
+            "description": null,
+            "model": "gpt-4o",
+            "instructions": "You are a personal math tutor. When asked a question, write and run Python code to answer the question.",
+            "tools": [
+              {
+                "type": "code_interpreter"
+              }
+            ],
+            "metadata": {},
+            "top_p": 1.0,
+            "temperature": 1.0,
+            "response_format": "auto"
+          }
+    AssistantStreamEvent:
+      description: >
+        Represents an event emitted when streaming a Run.
+
+
+        Each event in a server-sent events stream has an `event` and `data` property:
+
+
+        ```
+
+        event: thread.created
+
+        data: {"id": "thread_123", "object": "thread", ...}
+
+        ```
+
+
+        We emit events whenever a new object is created, transitions to a new state, or is being
+
+        streamed in parts (deltas). For example, we emit `thread.run.created` when a new run
+
+        is created, `thread.run.completed` when a run completes, and so on. When an Assistant chooses
+
+        to create a message during a run, we emit a `thread.message.created event`, a
+
+        `thread.message.in_progress` event, many `thread.message.delta` events, and finally a
+
+        `thread.message.completed` event.
+
+
+        We may add additional events over time, so we recommend handling unknown events gracefully
+
+        in your code. See the [Assistants API
+        quickstart](https://platform.openai.com/docs/assistants/overview) to learn how to
+
+        integrate the Assistants API with streaming.
+      x-oaiMeta:
+        name: Assistant stream events
+        beta: true
+      anyOf:
+        - $ref: '#/components/schemas/ThreadStreamEvent'
+        - $ref: '#/components/schemas/RunStreamEvent'
+        - $ref: '#/components/schemas/RunStepStreamEvent'
+        - $ref: '#/components/schemas/MessageStreamEvent'
+        - $ref: '#/components/schemas/ErrorEvent'
+          x-stainless-variantName: error_event
+      discriminator:
+        propertyName: event
+    AssistantSupportedModels:
+      type: string
+      enum:
+        - gpt-5
+        - gpt-5-mini
+        - gpt-5-nano
+        - gpt-5-2025-08-07
+        - gpt-5-mini-2025-08-07
+        - gpt-5-nano-2025-08-07
+        - gpt-4.1
+        - gpt-4.1-mini
+        - gpt-4.1-nano
+        - gpt-4.1-2025-04-14
+        - gpt-4.1-mini-2025-04-14
+        - gpt-4.1-nano-2025-04-14
+        - o3-mini
+        - o3-mini-2025-01-31
+        - o1
+        - o1-2024-12-17
+        - gpt-4o
+        - gpt-4o-2024-11-20
+        - gpt-4o-2024-08-06
+        - gpt-4o-2024-05-13
+        - gpt-4o-mini
+        - gpt-4o-mini-2024-07-18
+        - gpt-4.5-preview
+        - gpt-4.5-preview-2025-02-27
+        - gpt-4-turbo
+        - gpt-4-turbo-2024-04-09
+        - gpt-4-0125-preview
+        - gpt-4-turbo-preview
+        - gpt-4-1106-preview
+        - gpt-4-vision-preview
+        - gpt-4
+        - gpt-4-0314
+        - gpt-4-0613
+        - gpt-4-32k
+        - gpt-4-32k-0314
+        - gpt-4-32k-0613
+        - gpt-3.5-turbo
+        - gpt-3.5-turbo-16k
+        - gpt-3.5-turbo-0613
+        - gpt-3.5-turbo-1106
+        - gpt-3.5-turbo-0125
+        - gpt-3.5-turbo-16k-0613
+    AssistantToolsCode:
+      type: object
+      title: Code interpreter tool
+      properties:
+        type:
+          type: string
+          description: 'The type of tool being defined: `code_interpreter`'
+          enum:
+            - code_interpreter
+          x-stainless-const: true
+      required:
+        - type
+    AssistantToolsFileSearch:
+      type: object
+      title: FileSearch tool
+      properties:
+        type:
+          type: string
+          description: 'The type of tool being defined: `file_search`'
+          enum:
+            - file_search
+          x-stainless-const: true
+        file_search:
+          type: object
+          description: Overrides for the file search tool.
+          properties:
+            max_num_results:
+              type: integer
+              minimum: 1
+              maximum: 50
+              description: >
+                The maximum number of results the file search tool should output. The default is 20 for
+                `gpt-4*` models and 5 for `gpt-3.5-turbo`. This number should be between 1 and 50 inclusive.
+
+
+                Note that the file search tool may output fewer than `max_num_results` results. See the [file
+                search tool
+                documentation](https://platform.openai.com/docs/assistants/tools/file-search#customizing-file-search-settings)
+                for more information.
+            ranking_options:
+              $ref: '#/components/schemas/FileSearchRankingOptions'
+      required:
+        - type
+    AssistantToolsFileSearchTypeOnly:
+      type: object
+      title: AssistantToolsFileSearchTypeOnly
+      properties:
+        type:
+          type: string
+          description: 'The type of tool being defined: `file_search`'
+          enum:
+            - file_search
+          x-stainless-const: true
+      required:
+        - type
+    AssistantToolsFunction:
+      type: object
+      title: Function tool
+      properties:
+        type:
+          type: string
+          description: 'The type of tool being defined: `function`'
+          enum:
+            - function
+          x-stainless-const: true
+        function:
+          $ref: '#/components/schemas/FunctionObject'
+      required:
+        - type
+        - function
+    AssistantsApiResponseFormatOption:
+      description: >
+        Specifies the format that the model must output. Compatible with
+        [GPT-4o](https://platform.openai.com/docs/models#gpt-4o), [GPT-4
+        Turbo](https://platform.openai.com/docs/models#gpt-4-turbo-and-gpt-4), and all GPT-3.5 Turbo models
+        since `gpt-3.5-turbo-1106`.
+
+
+        Setting to `{ "type": "json_schema", "json_schema": {...} }` enables Structured Outputs which ensures
+        the model will match your supplied JSON schema. Learn more in the [Structured Outputs
+        guide](https://platform.openai.com/docs/guides/structured-outputs).
+
+
+        Setting to `{ "type": "json_object" }` enables JSON mode, which ensures the message the model
+        generates is valid JSON.
+
+
+        **Important:** when using JSON mode, you **must** also instruct the model to produce JSON yourself via
+        a system or user message. Without this, the model may generate an unending stream of whitespace until
+        the generation reaches the token limit, resulting in a long-running and seemingly "stuck" request.
+        Also note that the message content may be partially cut off if `finish_reason="length"`, which
+        indicates the generation exceeded `max_tokens` or the conversation exceeded the max context length.
+      anyOf:
+        - type: string
+          description: |
+            `auto` is the default value
+          enum:
+            - auto
+          x-stainless-const: true
+        - $ref: '#/components/schemas/ResponseFormatText'
+        - $ref: '#/components/schemas/ResponseFormatJsonObject'
+        - $ref: '#/components/schemas/ResponseFormatJsonSchema'
+    AssistantsApiToolChoiceOption:
+      description: >
+        Controls which (if any) tool is called by the model.
+
+        `none` means the model will not call any tools and instead generates a message.
+
+        `auto` is the default value and means the model can pick between generating a message or calling one
+        or more tools.
+
+        `required` means the model must call one or more tools before responding to the user.
+
+        Specifying a particular tool like `{"type": "file_search"}` or `{"type": "function", "function":
+        {"name": "my_function"}}` forces the model to call that tool.
+      anyOf:
+        - type: string
+          description: >
+            `none` means the model will not call any tools and instead generates a message. `auto` means the
+            model can pick between generating a message or calling one or more tools. `required` means the
+            model must call one or more tools before responding to the user.
+          enum:
+            - none
+            - auto
+            - required
+          title: Auto
+        - $ref: '#/components/schemas/AssistantsNamedToolChoice'
+    AssistantsNamedToolChoice:
+      type: object
+      description: Specifies a tool the model should use. Use to force the model to call a specific tool.
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+            - code_interpreter
+            - file_search
+          description: The type of the tool. If type is `function`, the function name must be set
+        function:
+          type: object
+          properties:
+            name:
+              type: string
+              description: The name of the function to call.
+          required:
+            - name
+      required:
+        - type
+    AudioResponseFormat:
+      description: >
+        The format of the output, in one of these options: `json`, `text`, `srt`, `verbose_json`, `vtt`, or
+        `diarized_json`. For `gpt-4o-transcribe` and `gpt-4o-mini-transcribe`, the only supported format is
+        `json`. For `gpt-4o-transcribe-diarize`, the supported formats are `json`, `text`, and
+        `diarized_json`, with `diarized_json` required to receive speaker annotations.
+      type: string
+      enum:
+        - json
+        - text
+        - srt
+        - verbose_json
+        - vtt
+        - diarized_json
+      default: json
+    AudioTranscription:
+      type: object
+      properties:
+        model:
+          type: string
+          description: >
+            The model to use for transcription. Current options are `whisper-1`, `gpt-4o-mini-transcribe`,
+            `gpt-4o-transcribe`, and `gpt-4o-transcribe-diarize`. Use `gpt-4o-transcribe-diarize` when you
+            need diarization with speaker labels.
+          enum:
+            - whisper-1
+            - gpt-4o-mini-transcribe
+            - gpt-4o-transcribe
+            - gpt-4o-transcribe-diarize
+        language:
+          type: string
+          description: |
+            The language of the input audio. Supplying the input language in
+            [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
+            will improve accuracy and latency.
+        prompt:
+          type: string
+          description: >
+            An optional text to guide the model's style or continue a previous audio
+
+            segment.
+
+            For `whisper-1`, the [prompt is a list of
+            keywords](https://platform.openai.com/docs/guides/speech-to-text#prompting).
+
+            For `gpt-4o-transcribe` models (excluding `gpt-4o-transcribe-diarize`), the prompt is a free text
+            string, for example "expect words related to technology".
+    AuditLog:
+      type: object
+      description: A log of a user action or configuration change within this organization.
+      properties:
+        id:
+          type: string
+          description: The ID of this log.
+        type:
+          $ref: '#/components/schemas/AuditLogEventType'
+        effective_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of the event.
+        project:
+          type: object
+          description: >-
+            The project that the action was scoped to. Absent for actions not scoped to projects. Note that
+            any admin actions taken via Admin API keys are associated with the default project.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+            name:
+              type: string
+              description: The project title.
+        actor:
+          $ref: '#/components/schemas/AuditLogActor'
+        api_key.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The tracking ID of the API key.
+            data:
+              type: object
+              description: The payload used to create the API key.
+              properties:
+                scopes:
+                  type: array
+                  items:
+                    type: string
+                  description: A list of scopes allowed for the API key, e.g. `["api.model.request"]`
+        api_key.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The tracking ID of the API key.
+            changes_requested:
+              type: object
+              description: The payload used to update the API key.
+              properties:
+                scopes:
+                  type: array
+                  items:
+                    type: string
+                  description: A list of scopes allowed for the API key, e.g. `["api.model.request"]`
+        api_key.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The tracking ID of the API key.
+        checkpoint.permission.created:
+          type: object
+          description: The project and fine-tuned model checkpoint that the checkpoint permission was created for.
+          properties:
+            id:
+              type: string
+              description: The ID of the checkpoint permission.
+            data:
+              type: object
+              description: The payload used to create the checkpoint permission.
+              properties:
+                project_id:
+                  type: string
+                  description: The ID of the project that the checkpoint permission was created for.
+                fine_tuned_model_checkpoint:
+                  type: string
+                  description: The ID of the fine-tuned model checkpoint.
+        checkpoint.permission.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the checkpoint permission.
+        external_key.registered:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the external key configuration.
+            data:
+              type: object
+              description: The configuration for the external key.
+        external_key.removed:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the external key configuration.
+        group.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the group.
+            data:
+              type: object
+              description: Information about the created group.
+              properties:
+                group_name:
+                  type: string
+                  description: The group name.
+        group.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the group.
+            changes_requested:
+              type: object
+              description: The payload used to update the group.
+              properties:
+                group_name:
+                  type: string
+                  description: The updated group name.
+        group.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the group.
+        scim.enabled:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the SCIM was enabled for.
+        scim.disabled:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the SCIM was disabled for.
+        invite.sent:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the invite.
+            data:
+              type: object
+              description: The payload used to create the invite.
+              properties:
+                email:
+                  type: string
+                  description: The email invited to the organization.
+                role:
+                  type: string
+                  description: The role the email was invited to be. Is either `owner` or `member`.
+        invite.accepted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the invite.
+        invite.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the invite.
+        ip_allowlist.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the IP allowlist configuration.
+            name:
+              type: string
+              description: The name of the IP allowlist configuration.
+            allowed_ips:
+              type: array
+              description: The IP addresses or CIDR ranges included in the configuration.
+              items:
+                type: string
+        ip_allowlist.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the IP allowlist configuration.
+            allowed_ips:
+              type: array
+              description: The updated set of IP addresses or CIDR ranges in the configuration.
+              items:
+                type: string
+        ip_allowlist.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The ID of the IP allowlist configuration.
+            name:
+              type: string
+              description: The name of the IP allowlist configuration.
+            allowed_ips:
+              type: array
+              description: The IP addresses or CIDR ranges that were in the configuration.
+              items:
+                type: string
+        ip_allowlist.config.activated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            configs:
+              type: array
+              description: The configurations that were activated.
+              items:
+                type: object
+                properties:
+                  id:
+                    type: string
+                    description: The ID of the IP allowlist configuration.
+                  name:
+                    type: string
+                    description: The name of the IP allowlist configuration.
+        ip_allowlist.config.deactivated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            configs:
+              type: array
+              description: The configurations that were deactivated.
+              items:
+                type: object
+                properties:
+                  id:
+                    type: string
+                    description: The ID of the IP allowlist configuration.
+                  name:
+                    type: string
+                    description: The name of the IP allowlist configuration.
+        login.succeeded:
+          type: object
+          description: This event has no additional fields beyond the standard audit log attributes.
+        login.failed:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            error_code:
+              type: string
+              description: The error code of the failure.
+            error_message:
+              type: string
+              description: The error message of the failure.
+        logout.succeeded:
+          type: object
+          description: This event has no additional fields beyond the standard audit log attributes.
+        logout.failed:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            error_code:
+              type: string
+              description: The error code of the failure.
+            error_message:
+              type: string
+              description: The error message of the failure.
+        organization.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The organization ID.
+            changes_requested:
+              type: object
+              description: The payload used to update the organization settings.
+              properties:
+                title:
+                  type: string
+                  description: The organization title.
+                description:
+                  type: string
+                  description: The organization description.
+                name:
+                  type: string
+                  description: The organization name.
+                threads_ui_visibility:
+                  type: string
+                  description: >-
+                    Visibility of the threads page which shows messages created with the Assistants API and
+                    Playground. One of `ANY_ROLE`, `OWNERS`, or `NONE`.
+                usage_dashboard_visibility:
+                  type: string
+                  description: >-
+                    Visibility of the usage dashboard which shows activity and costs for your organization.
+                    One of `ANY_ROLE` or `OWNERS`.
+                api_call_logging:
+                  type: string
+                  description: >-
+                    How your organization logs data from supported API calls. One of `disabled`,
+                    `enabled_per_call`, `enabled_for_all_projects`, or `enabled_for_selected_projects`
+                api_call_logging_project_ids:
+                  type: string
+                  description: The list of project ids if api_call_logging is set to `enabled_for_selected_projects`
+        project.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+            data:
+              type: object
+              description: The payload used to create the project.
+              properties:
+                name:
+                  type: string
+                  description: The project name.
+                title:
+                  type: string
+                  description: The title of the project as seen on the dashboard.
+        project.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+            changes_requested:
+              type: object
+              description: The payload used to update the project.
+              properties:
+                title:
+                  type: string
+                  description: The title of the project as seen on the dashboard.
+        project.archived:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+        project.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+        rate_limit.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The rate limit ID
+            changes_requested:
+              type: object
+              description: The payload used to update the rate limits.
+              properties:
+                max_requests_per_1_minute:
+                  type: integer
+                  description: The maximum requests per minute.
+                max_tokens_per_1_minute:
+                  type: integer
+                  description: The maximum tokens per minute.
+                max_images_per_1_minute:
+                  type: integer
+                  description: The maximum images per minute. Only relevant for certain models.
+                max_audio_megabytes_per_1_minute:
+                  type: integer
+                  description: The maximum audio megabytes per minute. Only relevant for certain models.
+                max_requests_per_1_day:
+                  type: integer
+                  description: The maximum requests per day. Only relevant for certain models.
+                batch_1_day_max_input_tokens:
+                  type: integer
+                  description: The maximum batch input tokens per day. Only relevant for certain models.
+        rate_limit.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The rate limit ID
+        role.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The role ID.
+            role_name:
+              type: string
+              description: The name of the role.
+            permissions:
+              type: array
+              items:
+                type: string
+              description: The permissions granted by the role.
+            resource_type:
+              type: string
+              description: The type of resource the role belongs to.
+            resource_id:
+              type: string
+              description: The resource the role is scoped to.
+        role.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The role ID.
+            changes_requested:
+              type: object
+              description: The payload used to update the role.
+              properties:
+                role_name:
+                  type: string
+                  description: The updated role name, when provided.
+                resource_id:
+                  type: string
+                  description: The resource the role is scoped to.
+                resource_type:
+                  type: string
+                  description: The type of resource the role belongs to.
+                permissions_added:
+                  type: array
+                  items:
+                    type: string
+                  description: The permissions added to the role.
+                permissions_removed:
+                  type: array
+                  items:
+                    type: string
+                  description: The permissions removed from the role.
+                description:
+                  type: string
+                  description: The updated role description, when provided.
+                metadata:
+                  type: object
+                  description: Additional metadata stored on the role.
+        role.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The role ID.
+        role.assignment.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The identifier of the role assignment.
+            principal_id:
+              type: string
+              description: The principal (user or group) that received the role.
+            principal_type:
+              type: string
+              description: The type of principal (user or group) that received the role.
+            resource_id:
+              type: string
+              description: The resource the role assignment is scoped to.
+            resource_type:
+              type: string
+              description: The type of resource the role assignment is scoped to.
+        role.assignment.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The identifier of the role assignment.
+            principal_id:
+              type: string
+              description: The principal (user or group) that had the role removed.
+            principal_type:
+              type: string
+              description: The type of principal (user or group) that had the role removed.
+            resource_id:
+              type: string
+              description: The resource the role assignment was scoped to.
+            resource_type:
+              type: string
+              description: The type of resource the role assignment was scoped to.
+        service_account.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The service account ID.
+            data:
+              type: object
+              description: The payload used to create the service account.
+              properties:
+                role:
+                  type: string
+                  description: The role of the service account. Is either `owner` or `member`.
+        service_account.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The service account ID.
+            changes_requested:
+              type: object
+              description: The payload used to updated the service account.
+              properties:
+                role:
+                  type: string
+                  description: The role of the service account. Is either `owner` or `member`.
+        service_account.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The service account ID.
+        user.added:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The user ID.
+            data:
+              type: object
+              description: The payload used to add the user to the project.
+              properties:
+                role:
+                  type: string
+                  description: The role of the user. Is either `owner` or `member`.
+        user.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The project ID.
+            changes_requested:
+              type: object
+              description: The payload used to update the user.
+              properties:
+                role:
+                  type: string
+                  description: The role of the user. Is either `owner` or `member`.
+        user.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The user ID.
+        certificate.created:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The certificate ID.
+            name:
+              type: string
+              description: The name of the certificate.
+        certificate.updated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The certificate ID.
+            name:
+              type: string
+              description: The name of the certificate.
+        certificate.deleted:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            id:
+              type: string
+              description: The certificate ID.
+            name:
+              type: string
+              description: The name of the certificate.
+            certificate:
+              type: string
+              description: The certificate content in PEM format.
+        certificates.activated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            certificates:
+              type: array
+              items:
+                type: object
+                properties:
+                  id:
+                    type: string
+                    description: The certificate ID.
+                  name:
+                    type: string
+                    description: The name of the certificate.
+        certificates.deactivated:
+          type: object
+          description: The details for events with this `type`.
+          properties:
+            certificates:
+              type: array
+              items:
+                type: object
+                properties:
+                  id:
+                    type: string
+                    description: The certificate ID.
+                  name:
+                    type: string
+                    description: The name of the certificate.
+      required:
+        - id
+        - type
+        - effective_at
+        - actor
+      x-oaiMeta:
+        name: The audit log object
+        example: |
+          {
+              "id": "req_xxx_20240101",
+              "type": "api_key.created",
+              "effective_at": 1720804090,
+              "actor": {
+                  "type": "session",
+                  "session": {
+                      "user": {
+                          "id": "user-xxx",
+                          "email": "user@example.com"
+                      },
+                      "ip_address": "127.0.0.1",
+                      "user_agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
+                  }
+              },
+              "api_key.created": {
+                  "id": "key_xxxx",
+                  "data": {
+                      "scopes": ["resource.operation"]
+                  }
+              }
+          }
+    AuditLogActor:
+      type: object
+      description: The actor who performed the audit logged action.
+      properties:
+        type:
+          type: string
+          description: The type of actor. Is either `session` or `api_key`.
+          enum:
+            - session
+            - api_key
+        session:
+          $ref: '#/components/schemas/AuditLogActorSession'
+        api_key:
+          $ref: '#/components/schemas/AuditLogActorApiKey'
+    AuditLogActorApiKey:
+      type: object
+      description: The API Key used to perform the audit logged action.
+      properties:
+        id:
+          type: string
+          description: The tracking id of the API key.
+        type:
+          type: string
+          description: The type of API key. Can be either `user` or `service_account`.
+          enum:
+            - user
+            - service_account
+        user:
+          $ref: '#/components/schemas/AuditLogActorUser'
+        service_account:
+          $ref: '#/components/schemas/AuditLogActorServiceAccount'
+    AuditLogActorServiceAccount:
+      type: object
+      description: The service account that performed the audit logged action.
+      properties:
+        id:
+          type: string
+          description: The service account id.
+    AuditLogActorSession:
+      type: object
+      description: The session in which the audit logged action was performed.
+      properties:
+        user:
+          $ref: '#/components/schemas/AuditLogActorUser'
+        ip_address:
+          type: string
+          description: The IP address from which the action was performed.
+    AuditLogActorUser:
+      type: object
+      description: The user who performed the audit logged action.
+      properties:
+        id:
+          type: string
+          description: The user id.
+        email:
+          type: string
+          description: The user email.
+    AuditLogEventType:
+      type: string
+      description: The event type.
+      enum:
+        - api_key.created
+        - api_key.updated
+        - api_key.deleted
+        - certificate.created
+        - certificate.updated
+        - certificate.deleted
+        - certificates.activated
+        - certificates.deactivated
+        - checkpoint.permission.created
+        - checkpoint.permission.deleted
+        - external_key.registered
+        - external_key.removed
+        - group.created
+        - group.updated
+        - group.deleted
+        - invite.sent
+        - invite.accepted
+        - invite.deleted
+        - ip_allowlist.created
+        - ip_allowlist.updated
+        - ip_allowlist.deleted
+        - ip_allowlist.config.activated
+        - ip_allowlist.config.deactivated
+        - login.succeeded
+        - login.failed
+        - logout.succeeded
+        - logout.failed
+        - organization.updated
+        - project.created
+        - project.updated
+        - project.archived
+        - project.deleted
+        - rate_limit.updated
+        - rate_limit.deleted
+        - resource.deleted
+        - role.created
+        - role.updated
+        - role.deleted
+        - role.assignment.created
+        - role.assignment.deleted
+        - scim.enabled
+        - scim.disabled
+        - service_account.created
+        - service_account.updated
+        - service_account.deleted
+        - user.added
+        - user.updated
+        - user.deleted
+    AutoChunkingStrategyRequestParam:
+      type: object
+      title: Auto Chunking Strategy
+      description: >-
+        The default strategy. This strategy currently uses a `max_chunk_size_tokens` of `800` and
+        `chunk_overlap_tokens` of `400`.
+      additionalProperties: false
+      properties:
+        type:
+          type: string
+          description: Always `auto`.
+          enum:
+            - auto
+          x-stainless-const: true
+      required:
+        - type
+    Batch:
+      type: object
+      properties:
+        id:
+          type: string
+        object:
+          type: string
+          enum:
+            - batch
+          description: The object type, which is always `batch`.
+          x-stainless-const: true
+        endpoint:
+          type: string
+          description: The OpenAI API endpoint used by the batch.
+        model:
+          type: string
+          description: |
+            Model ID used to process the batch, like `gpt-5-2025-08-07`. OpenAI
+            offers a wide range of models with different capabilities, performance
+            characteristics, and price points. Refer to the [model
+            guide](https://platform.openai.com/docs/models) to browse and compare available models.
+        errors:
+          type: object
+          properties:
+            object:
+              type: string
+              description: The object type, which is always `list`.
+            data:
+              type: array
+              items:
+                $ref: '#/components/schemas/BatchError'
+        input_file_id:
+          type: string
+          description: The ID of the input file for the batch.
+        completion_window:
+          type: string
+          description: The time frame within which the batch should be processed.
+        status:
+          type: string
+          description: The current status of the batch.
+          enum:
+            - validating
+            - failed
+            - in_progress
+            - finalizing
+            - completed
+            - expired
+            - cancelling
+            - cancelled
+        output_file_id:
+          type: string
+          description: The ID of the file containing the outputs of successfully executed requests.
+        error_file_id:
+          type: string
+          description: The ID of the file containing the outputs of requests with errors.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch was created.
+        in_progress_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch started processing.
+        expires_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch will expire.
+        finalizing_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch started finalizing.
+        completed_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch was completed.
+        failed_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch failed.
+        expired_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch expired.
+        cancelling_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch started cancelling.
+        cancelled_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the batch was cancelled.
+        request_counts:
+          $ref: '#/components/schemas/BatchRequestCounts'
+        usage:
+          type: object
+          description: |
+            Represents token usage details including input tokens, output tokens, a
+            breakdown of output tokens, and the total tokens used. Only populated on
+            batches created after September 7, 2025.
+          properties:
+            input_tokens:
+              type: integer
+              description: The number of input tokens.
+            input_tokens_details:
+              type: object
+              description: A detailed breakdown of the input tokens.
+              properties:
+                cached_tokens:
+                  type: integer
+                  description: |
+                    The number of tokens that were retrieved from the cache. [More on
+                    prompt caching](https://platform.openai.com/docs/guides/prompt-caching).
+              required:
+                - cached_tokens
+            output_tokens:
+              type: integer
+              description: The number of output tokens.
+            output_tokens_details:
+              type: object
+              description: A detailed breakdown of the output tokens.
+              properties:
+                reasoning_tokens:
+                  type: integer
+                  description: The number of reasoning tokens.
+              required:
+                - reasoning_tokens
+            total_tokens:
+              type: integer
+              description: The total number of tokens used.
+          required:
+            - input_tokens
+            - input_tokens_details
+            - output_tokens
+            - output_tokens_details
+            - total_tokens
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - id
+        - object
+        - endpoint
+        - input_file_id
+        - completion_window
+        - status
+        - created_at
+      x-oaiMeta:
+        name: The batch object
+        example: |
+          {
+            "id": "batch_abc123",
+            "object": "batch",
+            "endpoint": "/v1/completions",
+            "model": "gpt-5-2025-08-07",
+            "errors": null,
+            "input_file_id": "file-abc123",
+            "completion_window": "24h",
+            "status": "completed",
+            "output_file_id": "file-cvaTdG",
+            "error_file_id": "file-HOWS94",
+            "created_at": 1711471533,
+            "in_progress_at": 1711471538,
+            "expires_at": 1711557933,
+            "finalizing_at": 1711493133,
+            "completed_at": 1711493163,
+            "failed_at": null,
+            "expired_at": null,
+            "cancelling_at": null,
+            "cancelled_at": null,
+            "request_counts": {
+              "total": 100,
+              "completed": 95,
+              "failed": 5
+            },
+            "usage": {
+              "input_tokens": 1500,
+              "input_tokens_details": {
+                "cached_tokens": 1024
+              },
+              "output_tokens": 500,
+              "output_tokens_details": {
+                "reasoning_tokens": 300
+              },
+              "total_tokens": 2000
+            },
+            "metadata": {
+              "customer_id": "user_123456789",
+              "batch_description": "Nightly eval job",
+            }
+          }
+    BatchFileExpirationAfter:
+      type: object
+      title: File expiration policy
+      description: The expiration policy for the output and/or error file that are generated for a batch.
+      properties:
+        anchor:
+          description: >-
+            Anchor timestamp after which the expiration policy applies. Supported anchors: `created_at`. Note
+            that the anchor is the file creation time, not the time the batch is created.
+          type: string
+          enum:
+            - created_at
+          x-stainless-const: true
+        seconds:
+          description: >-
+            The number of seconds after the anchor time that the file will expire. Must be between 3600 (1
+            hour) and 2592000 (30 days).
+          type: integer
+          minimum: 3600
+          maximum: 2592000
+      required:
+        - anchor
+        - seconds
+    BatchRequestInput:
+      type: object
+      description: The per-line object of the batch input file
+      properties:
+        custom_id:
+          type: string
+          description: >-
+            A developer-provided per-request id that will be used to match outputs to inputs. Must be unique
+            for each request in a batch.
+        method:
+          type: string
+          enum:
+            - POST
+          description: The HTTP method to be used for the request. Currently only `POST` is supported.
+          x-stainless-const: true
+        url:
+          type: string
+          description: >-
+            The OpenAI API relative URL to be used for the request. Currently `/v1/chat/completions`,
+            `/v1/embeddings`, and `/v1/completions` are supported.
+      x-oaiMeta:
+        name: The request input object
+        example: >
+          {"custom_id": "request-1", "method": "POST", "url": "/v1/chat/completions", "body": {"model":
+          "gpt-4o-mini", "messages": [{"role": "system", "content": "You are a helpful assistant."}, {"role":
+          "user", "content": "What is 2+2?"}]}}
+    BatchRequestOutput:
+      type: object
+      description: The per-line object of the batch output and error files
+      properties:
+        id:
+          type: string
+        custom_id:
+          type: string
+          description: A developer-provided per-request id that will be used to match outputs to inputs.
+        response:
+          anyOf:
+            - type: object
+              properties:
+                status_code:
+                  type: integer
+                  description: The HTTP status code of the response
+                request_id:
+                  type: string
+                  description: >-
+                    An unique identifier for the OpenAI API request. Please include this request ID when
+                    contacting support.
+                body:
+                  type: object
+                  x-oaiTypeLabel: map
+                  description: The JSON body of the response
+            - type: 'null'
+        error:
+          anyOf:
+            - type: object
+              description: >-
+                For requests that failed with a non-HTTP error, this will contain more information on the
+                cause of the failure.
+              properties:
+                code:
+                  type: string
+                  description: |
+                    A machine-readable error code.
+
+                    Possible values:
+                    - `batch_expired`: The request could not be executed before the
+                      completion window ended.
+                    - `batch_cancelled`: The batch was cancelled before this request
+                      executed.
+                    - `request_timeout`: The underlying call to the model timed out.
+                message:
+                  type: string
+                  description: A human-readable error message.
+            - type: 'null'
+      x-oaiMeta:
+        name: The request output object
+        example: >
+          {"id": "batch_req_wnaDys", "custom_id": "request-2", "response": {"status_code": 200, "request_id":
+          "req_c187b3", "body": {"id": "chatcmpl-9758Iw", "object": "chat.completion", "created": 1711475054,
+          "model": "gpt-4o-mini", "choices": [{"index": 0, "message": {"role": "assistant", "content": "2 + 2
+          equals 4."}, "finish_reason": "stop"}], "usage": {"prompt_tokens": 24, "completion_tokens": 15,
+          "total_tokens": 39}, "system_fingerprint": null}}, "error": null}
+    Certificate:
+      type: object
+      description: Represents an individual `certificate` uploaded to the organization.
+      properties:
+        object:
+          type: string
+          enum:
+            - certificate
+            - organization.certificate
+            - organization.project.certificate
+          description: >
+            The object type.
+
+
+            - If creating, updating, or getting a specific certificate, the object type is `certificate`.
+
+            - If listing, activating, or deactivating certificates for the organization, the object type is
+            `organization.certificate`.
+
+            - If listing, activating, or deactivating certificates for a project, the object type is
+            `organization.project.certificate`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        name:
+          type: string
+          description: The name of the certificate.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the certificate was uploaded.
+        certificate_details:
+          type: object
+          properties:
+            valid_at:
+              type: integer
+              description: The Unix timestamp (in seconds) of when the certificate becomes valid.
+            expires_at:
+              type: integer
+              description: The Unix timestamp (in seconds) of when the certificate expires.
+            content:
+              type: string
+              description: The content of the certificate in PEM format.
+        active:
+          type: boolean
+          description: >-
+            Whether the certificate is currently active at the specified scope. Not returned when getting
+            details for a specific certificate.
+      required:
+        - object
+        - id
+        - name
+        - created_at
+        - certificate_details
+      x-oaiMeta:
+        name: The certificate object
+        example: |
+          {
+            "object": "certificate",
+            "id": "cert_abc",
+            "name": "My Certificate",
+            "created_at": 1234567,
+            "certificate_details": {
+              "valid_at": 1234567,
+              "expires_at": 12345678,
+              "content": "-----BEGIN CERTIFICATE----- MIIGAjCCA...6znFlOW+ -----END CERTIFICATE-----"
+            }
+          }
+    ChatCompletionAllowedTools:
+      type: object
+      title: Allowed tools
+      description: |
+        Constrains the tools available to the model to a pre-defined set.
+      properties:
+        mode:
+          type: string
+          enum:
+            - auto
+            - required
+          description: |
+            Constrains the tools available to the model to a pre-defined set.
+
+            `auto` allows the model to pick from among the allowed tools and generate a
+            message.
+
+            `required` requires the model to call one or more of the allowed tools.
+        tools:
+          type: array
+          description: |
+            A list of tool definitions that the model should be allowed to call.
+
+            For the Chat Completions API, the list of tool definitions might look like:
+            ```json
+            [
+              { "type": "function", "function": { "name": "get_weather" } },
+              { "type": "function", "function": { "name": "get_time" } }
+            ]
+            ```
+          items:
+            type: object
+            x-oaiExpandable: false
+            description: |
+              A tool definition that the model should be allowed to call.
+            additionalProperties: true
+      required:
+        - mode
+        - tools
+    ChatCompletionAllowedToolsChoice:
+      type: object
+      title: Allowed tools
+      description: |
+        Constrains the tools available to the model to a pre-defined set.
+      properties:
+        type:
+          type: string
+          enum:
+            - allowed_tools
+          description: Allowed tool configuration type. Always `allowed_tools`.
+          x-stainless-const: true
+        allowed_tools:
+          $ref: '#/components/schemas/ChatCompletionAllowedTools'
+      required:
+        - type
+        - allowed_tools
+    ChatCompletionDeleted:
+      type: object
+      properties:
+        object:
+          type: string
+          description: The type of object being deleted.
+          enum:
+            - chat.completion.deleted
+          x-stainless-const: true
+        id:
+          type: string
+          description: The ID of the chat completion that was deleted.
+        deleted:
+          type: boolean
+          description: Whether the chat completion was deleted.
+      required:
+        - object
+        - id
+        - deleted
+    ChatCompletionFunctionCallOption:
+      type: object
+      description: |
+        Specifying a particular function via `{"name": "my_function"}` forces the model to call that function.
+      properties:
+        name:
+          type: string
+          description: The name of the function to call.
+      required:
+        - name
+      x-stainless-variantName: function_call_option
+    ChatCompletionFunctions:
+      type: object
+      deprecated: true
+      properties:
+        description:
+          type: string
+          description: >-
+            A description of what the function does, used by the model to choose when and how to call the
+            function.
+        name:
+          type: string
+          description: >-
+            The name of the function to be called. Must be a-z, A-Z, 0-9, or contain underscores and dashes,
+            with a maximum length of 64.
+        parameters:
+          $ref: '#/components/schemas/FunctionParameters'
+      required:
+        - name
+    ChatCompletionList:
+      type: object
+      title: ChatCompletionList
+      description: |
+        An object representing a list of Chat Completions.
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          default: list
+          description: |
+            The type of this object. It is always set to "list".
+          x-stainless-const: true
+        data:
+          type: array
+          description: |
+            An array of chat completion objects.
+          items:
+            $ref: '#/components/schemas/CreateChatCompletionResponse'
+        first_id:
+          type: string
+          description: The identifier of the first chat completion in the data array.
+        last_id:
+          type: string
+          description: The identifier of the last chat completion in the data array.
+        has_more:
+          type: boolean
+          description: Indicates whether there are more Chat Completions available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: The chat completion list object
+        group: chat
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "object": "chat.completion",
+                "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+                "model": "gpt-4o-2024-08-06",
+                "created": 1738960610,
+                "request_id": "req_ded8ab984ec4bf840f37566c1011c417",
+                "tool_choice": null,
+                "usage": {
+                  "total_tokens": 31,
+                  "completion_tokens": 18,
+                  "prompt_tokens": 13
+                },
+                "seed": 4944116822809979520,
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "presence_penalty": 0.0,
+                "frequency_penalty": 0.0,
+                "system_fingerprint": "fp_50cad350e4",
+                "input_user": null,
+                "service_tier": "default",
+                "tools": null,
+                "metadata": {},
+                "choices": [
+                  {
+                    "index": 0,
+                    "message": {
+                      "content": "Mind of circuits hum,  \nLearning patterns in silence—  \nFuture's quiet spark.",
+                      "role": "assistant",
+                      "tool_calls": null,
+                      "function_call": null
+                    },
+                    "finish_reason": "stop",
+                    "logprobs": null
+                  }
+                ],
+                "response_format": null
+              }
+            ],
+            "first_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+            "last_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2",
+            "has_more": false
+          }
+    ChatCompletionMessageCustomToolCall:
+      type: object
+      title: Custom tool call
+      description: |
+        A call to a custom tool created by the model.
+      properties:
+        id:
+          type: string
+          description: The ID of the tool call.
+        type:
+          type: string
+          enum:
+            - custom
+          description: The type of the tool. Always `custom`.
+          x-stainless-const: true
+        custom:
+          type: object
+          description: The custom tool that the model called.
+          properties:
+            name:
+              type: string
+              description: The name of the custom tool to call.
+            input:
+              type: string
+              description: The input for the custom tool call generated by the model.
+          required:
+            - name
+            - input
+      required:
+        - id
+        - type
+        - custom
+    ChatCompletionMessageList:
+      type: object
+      title: ChatCompletionMessageList
+      description: |
+        An object representing a list of chat completion messages.
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          default: list
+          description: |
+            The type of this object. It is always set to "list".
+          x-stainless-const: true
+        data:
+          type: array
+          description: |
+            An array of chat completion message objects.
+          items:
+            allOf:
+              - $ref: '#/components/schemas/ChatCompletionResponseMessage'
+              - type: object
+                required:
+                  - id
+                properties:
+                  id:
+                    type: string
+                    description: The identifier of the chat message.
+                  content_parts:
+                    anyOf:
+                      - type: array
+                        description: >
+                          If a content parts array was provided, this is an array of `text` and `image_url`
+                          parts.
+
+                          Otherwise, null.
+                        items:
+                          anyOf:
+                            - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+                            - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartImage'
+                      - type: 'null'
+        first_id:
+          type: string
+          description: The identifier of the first chat message in the data array.
+        last_id:
+          type: string
+          description: The identifier of the last chat message in the data array.
+        has_more:
+          type: boolean
+          description: Indicates whether there are more chat messages available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: The chat completion message list object
+        group: chat
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+                "role": "user",
+                "content": "write a haiku about ai",
+                "name": null,
+                "content_parts": null
+              }
+            ],
+            "first_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+            "last_id": "chatcmpl-AyPNinnUqUDYo9SAdA52NobMflmj2-0",
+            "has_more": false
+          }
+    ChatCompletionMessageToolCall:
+      type: object
+      title: Function tool call
+      description: |
+        A call to a function tool created by the model.
+      properties:
+        id:
+          type: string
+          description: The ID of the tool call.
+        type:
+          type: string
+          enum:
+            - function
+          description: The type of the tool. Currently, only `function` is supported.
+          x-stainless-const: true
+        function:
+          type: object
+          description: The function that the model called.
+          properties:
+            name:
+              type: string
+              description: The name of the function to call.
+            arguments:
+              type: string
+              description: >-
+                The arguments to call the function with, as generated by the model in JSON format. Note that
+                the model does not always generate valid JSON, and may hallucinate parameters not defined by
+                your function schema. Validate the arguments in your code before calling your function.
+          required:
+            - name
+            - arguments
+      required:
+        - id
+        - type
+        - function
+    ChatCompletionMessageToolCallChunk:
+      type: object
+      properties:
+        index:
+          type: integer
+        id:
+          type: string
+          description: The ID of the tool call.
+        type:
+          type: string
+          enum:
+            - function
+          description: The type of the tool. Currently, only `function` is supported.
+          x-stainless-const: true
+        function:
+          type: object
+          properties:
+            name:
+              type: string
+              description: The name of the function to call.
+            arguments:
+              type: string
+              description: >-
+                The arguments to call the function with, as generated by the model in JSON format. Note that
+                the model does not always generate valid JSON, and may hallucinate parameters not defined by
+                your function schema. Validate the arguments in your code before calling your function.
+      required:
+        - index
+    ChatCompletionMessageToolCalls:
+      type: array
+      description: The tool calls generated by the model, such as function calls.
+      items:
+        discriminator:
+          propertyName: type
+        anyOf:
+          - $ref: '#/components/schemas/ChatCompletionMessageToolCall'
+          - $ref: '#/components/schemas/ChatCompletionMessageCustomToolCall'
+        x-stainless-naming:
+          python:
+            model_name: chat_completion_message_tool_call_union
+            param_model_name: chat_completion_message_tool_call_union_param
+        x-stainless-go-variant-constructor: skip
+    ChatCompletionModalities:
+      anyOf:
+        - type: array
+          description: >
+            Output types that you would like the model to generate for this request.
+
+            Most models are capable of generating text, which is the default:
+
+
+            `["text"]`
+
+
+            The `gpt-4o-audio-preview` model can also be used to [generate
+            audio](https://platform.openai.com/docs/guides/audio). To
+
+            request that this model generate both text and audio responses, you can
+
+            use:
+
+
+            `["text", "audio"]`
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        - type: 'null'
+    ChatCompletionNamedToolChoice:
+      type: object
+      title: Function tool choice
+      description: Specifies a tool the model should use. Use to force the model to call a specific function.
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+          description: For function calling, the type is always `function`.
+          x-stainless-const: true
+        function:
+          type: object
+          properties:
+            name:
+              type: string
+              description: The name of the function to call.
+          required:
+            - name
+      required:
+        - type
+        - function
+    ChatCompletionNamedToolChoiceCustom:
+      type: object
+      title: Custom tool choice
+      description: Specifies a tool the model should use. Use to force the model to call a specific custom tool.
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          description: For custom tool calling, the type is always `custom`.
+          x-stainless-const: true
+        custom:
+          type: object
+          properties:
+            name:
+              type: string
+              description: The name of the custom tool to call.
+          required:
+            - name
+      required:
+        - type
+        - custom
+    ChatCompletionRequestAssistantMessage:
+      type: object
+      title: Assistant message
+      description: |
+        Messages sent by the model in response to user messages.
+      properties:
+        content:
+          anyOf:
+            - description: >
+                The contents of the assistant message. Required unless `tool_calls` or `function_call` is
+                specified.
+              anyOf:
+                - type: string
+                  description: The contents of the assistant message.
+                  title: Text content
+                - type: array
+                  description: >-
+                    An array of content parts with a defined type. Can be one or more of type `text`, or
+                    exactly one of type `refusal`.
+                  title: Array of content parts
+                  items:
+                    $ref: '#/components/schemas/ChatCompletionRequestAssistantMessageContentPart'
+                  minItems: 1
+            - type: 'null'
+        refusal:
+          anyOf:
+            - type: string
+              description: The refusal message by the assistant.
+            - type: 'null'
+        role:
+          type: string
+          enum:
+            - assistant
+          description: The role of the messages author, in this case `assistant`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: >-
+            An optional name for the participant. Provides the model information to differentiate between
+            participants of the same role.
+        audio:
+          anyOf:
+            - type: object
+              description: |
+                Data about a previous audio response from the model.
+                [Learn more](https://platform.openai.com/docs/guides/audio).
+              required:
+                - id
+              properties:
+                id:
+                  type: string
+                  description: |
+                    Unique identifier for a previous audio response from the model.
+            - type: 'null'
+        tool_calls:
+          $ref: '#/components/schemas/ChatCompletionMessageToolCalls'
+        function_call:
+          anyOf:
+            - type: object
+              deprecated: true
+              description: >-
+                Deprecated and replaced by `tool_calls`. The name and arguments of a function that should be
+                called, as generated by the model.
+              properties:
+                arguments:
+                  type: string
+                  description: >-
+                    The arguments to call the function with, as generated by the model in JSON format. Note
+                    that the model does not always generate valid JSON, and may hallucinate parameters not
+                    defined by your function schema. Validate the arguments in your code before calling your
+                    function.
+                name:
+                  type: string
+                  description: The name of the function to call.
+              required:
+                - arguments
+                - name
+            - type: 'null'
+      required:
+        - role
+      x-stainless-soft-required:
+        - content
+    ChatCompletionRequestAssistantMessageContentPart:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartRefusal'
+    ChatCompletionRequestDeveloperMessage:
+      type: object
+      title: Developer message
+      description: |
+        Developer-provided instructions that the model should follow, regardless of
+        messages sent by the user. With o1 models and newer, `developer` messages
+        replace the previous `system` messages.
+      properties:
+        content:
+          description: The contents of the developer message.
+          anyOf:
+            - type: string
+              description: The contents of the developer message.
+              title: Text content
+            - type: array
+              description: >-
+                An array of content parts with a defined type. For developer messages, only type `text` is
+                supported.
+              title: Array of content parts
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+              minItems: 1
+        role:
+          type: string
+          enum:
+            - developer
+          description: The role of the messages author, in this case `developer`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: >-
+            An optional name for the participant. Provides the model information to differentiate between
+            participants of the same role.
+      required:
+        - content
+        - role
+      x-stainless-naming:
+        go:
+          variant_constructor: DeveloperMessage
+    ChatCompletionRequestFunctionMessage:
+      type: object
+      title: Function message
+      deprecated: true
+      properties:
+        role:
+          type: string
+          enum:
+            - function
+          description: The role of the messages author, in this case `function`.
+          x-stainless-const: true
+        content:
+          anyOf:
+            - type: string
+              description: The contents of the function message.
+            - type: 'null'
+        name:
+          type: string
+          description: The name of the function to call.
+      required:
+        - role
+        - content
+        - name
+    ChatCompletionRequestMessage:
+      discriminator:
+        propertyName: role
+      anyOf:
+        - $ref: '#/components/schemas/ChatCompletionRequestDeveloperMessage'
+        - $ref: '#/components/schemas/ChatCompletionRequestSystemMessage'
+        - $ref: '#/components/schemas/ChatCompletionRequestUserMessage'
+        - $ref: '#/components/schemas/ChatCompletionRequestAssistantMessage'
+        - $ref: '#/components/schemas/ChatCompletionRequestToolMessage'
+        - $ref: '#/components/schemas/ChatCompletionRequestFunctionMessage'
+    ChatCompletionRequestMessageContentPartAudio:
+      type: object
+      title: Audio content part
+      description: |
+        Learn about [audio inputs](https://platform.openai.com/docs/guides/audio).
+      properties:
+        type:
+          type: string
+          enum:
+            - input_audio
+          description: The type of the content part. Always `input_audio`.
+          x-stainless-const: true
+        input_audio:
+          type: object
+          properties:
+            data:
+              type: string
+              description: Base64 encoded audio data.
+            format:
+              type: string
+              enum:
+                - wav
+                - mp3
+              description: |
+                The format of the encoded audio data. Currently supports "wav" and "mp3".
+          required:
+            - data
+            - format
+      required:
+        - type
+        - input_audio
+      x-stainless-naming:
+        go:
+          variant_constructor: InputAudioContentPart
+    ChatCompletionRequestMessageContentPartFile:
+      type: object
+      title: File content part
+      description: |
+        Learn about [file inputs](https://platform.openai.com/docs/guides/text) for text generation.
+      properties:
+        type:
+          type: string
+          enum:
+            - file
+          description: The type of the content part. Always `file`.
+          x-stainless-const: true
+        file:
+          type: object
+          properties:
+            filename:
+              type: string
+              description: |
+                The name of the file, used when passing the file to the model as a
+                string.
+            file_data:
+              type: string
+              description: |
+                The base64 encoded file data, used when passing the file to the model
+                as a string.
+            file_id:
+              type: string
+              description: |
+                The ID of an uploaded file to use as input.
+          x-stainless-naming:
+            java:
+              type_name: FileObject
+            kotlin:
+              type_name: FileObject
+      required:
+        - type
+        - file
+      x-stainless-naming:
+        go:
+          variant_constructor: FileContentPart
+    ChatCompletionRequestMessageContentPartImage:
+      type: object
+      title: Image content part
+      description: |
+        Learn about [image inputs](https://platform.openai.com/docs/guides/vision).
+      properties:
+        type:
+          type: string
+          enum:
+            - image_url
+          description: The type of the content part.
+          x-stainless-const: true
+        image_url:
+          type: object
+          properties:
+            url:
+              type: string
+              description: Either a URL of the image or the base64 encoded image data.
+              format: uri
+            detail:
+              type: string
+              description: >-
+                Specifies the detail level of the image. Learn more in the [Vision
+                guide](https://platform.openai.com/docs/guides/vision#low-or-high-fidelity-image-understanding).
+              enum:
+                - auto
+                - low
+                - high
+              default: auto
+          required:
+            - url
+      required:
+        - type
+        - image_url
+      x-stainless-naming:
+        go:
+          variant_constructor: ImageContentPart
+    ChatCompletionRequestMessageContentPartRefusal:
+      type: object
+      title: Refusal content part
+      properties:
+        type:
+          type: string
+          enum:
+            - refusal
+          description: The type of the content part.
+          x-stainless-const: true
+        refusal:
+          type: string
+          description: The refusal message generated by the model.
+      required:
+        - type
+        - refusal
+    ChatCompletionRequestMessageContentPartText:
+      type: object
+      title: Text content part
+      description: |
+        Learn about [text inputs](https://platform.openai.com/docs/guides/text-generation).
+      properties:
+        type:
+          type: string
+          enum:
+            - text
+          description: The type of the content part.
+          x-stainless-const: true
+        text:
+          type: string
+          description: The text content.
+      required:
+        - type
+        - text
+      x-stainless-naming:
+        go:
+          variant_constructor: TextContentPart
+    ChatCompletionRequestSystemMessage:
+      type: object
+      title: System message
+      description: |
+        Developer-provided instructions that the model should follow, regardless of
+        messages sent by the user. With o1 models and newer, use `developer` messages
+        for this purpose instead.
+      properties:
+        content:
+          description: The contents of the system message.
+          anyOf:
+            - type: string
+              description: The contents of the system message.
+              title: Text content
+            - type: array
+              description: >-
+                An array of content parts with a defined type. For system messages, only type `text` is
+                supported.
+              title: Array of content parts
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestSystemMessageContentPart'
+              minItems: 1
+        role:
+          type: string
+          enum:
+            - system
+          description: The role of the messages author, in this case `system`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: >-
+            An optional name for the participant. Provides the model information to differentiate between
+            participants of the same role.
+      required:
+        - content
+        - role
+      x-stainless-naming:
+        go:
+          variant_constructor: SystemMessage
+    ChatCompletionRequestSystemMessageContentPart:
+      anyOf:
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+    ChatCompletionRequestToolMessage:
+      type: object
+      title: Tool message
+      properties:
+        role:
+          type: string
+          enum:
+            - tool
+          description: The role of the messages author, in this case `tool`.
+          x-stainless-const: true
+        content:
+          description: The contents of the tool message.
+          anyOf:
+            - type: string
+              description: The contents of the tool message.
+              title: Text content
+            - type: array
+              description: >-
+                An array of content parts with a defined type. For tool messages, only type `text` is
+                supported.
+              title: Array of content parts
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestToolMessageContentPart'
+              minItems: 1
+        tool_call_id:
+          type: string
+          description: Tool call that this message is responding to.
+      required:
+        - role
+        - content
+        - tool_call_id
+      x-stainless-naming:
+        go:
+          variant_constructor: ToolMessage
+    ChatCompletionRequestToolMessageContentPart:
+      anyOf:
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+    ChatCompletionRequestUserMessage:
+      type: object
+      title: User message
+      description: |
+        Messages sent by an end user, containing prompts or additional context
+        information.
+      properties:
+        content:
+          description: |
+            The contents of the user message.
+          anyOf:
+            - type: string
+              description: The text contents of the message.
+              title: Text content
+            - type: array
+              description: >-
+                An array of content parts with a defined type. Supported options differ based on the
+                [model](https://platform.openai.com/docs/models) being used to generate the response. Can
+                contain text, image, or audio inputs.
+              title: Array of content parts
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestUserMessageContentPart'
+              minItems: 1
+        role:
+          type: string
+          enum:
+            - user
+          description: The role of the messages author, in this case `user`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: >-
+            An optional name for the participant. Provides the model information to differentiate between
+            participants of the same role.
+      required:
+        - content
+        - role
+      x-stainless-naming:
+        go:
+          variant_constructor: UserMessage
+    ChatCompletionRequestUserMessageContentPart:
+      anyOf:
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartImage'
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartAudio'
+        - $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartFile'
+      discriminator:
+        propertyName: type
+    ChatCompletionResponseMessage:
+      type: object
+      description: A chat completion message generated by the model.
+      properties:
+        content:
+          anyOf:
+            - type: string
+              description: The contents of the message.
+            - type: 'null'
+        refusal:
+          anyOf:
+            - type: string
+              description: The refusal message generated by the model.
+            - type: 'null'
+        tool_calls:
+          $ref: '#/components/schemas/ChatCompletionMessageToolCalls'
+        annotations:
+          type: array
+          description: |
+            Annotations for the message, when applicable, as when using the
+            [web search tool](https://platform.openai.com/docs/guides/tools-web-search?api-mode=chat).
+          items:
+            type: object
+            description: |
+              A URL citation when using web search.
+            required:
+              - type
+              - url_citation
+            properties:
+              type:
+                type: string
+                description: The type of the URL citation. Always `url_citation`.
+                enum:
+                  - url_citation
+                x-stainless-const: true
+              url_citation:
+                type: object
+                description: A URL citation when using web search.
+                required:
+                  - end_index
+                  - start_index
+                  - url
+                  - title
+                properties:
+                  end_index:
+                    type: integer
+                    description: The index of the last character of the URL citation in the message.
+                  start_index:
+                    type: integer
+                    description: The index of the first character of the URL citation in the message.
+                  url:
+                    type: string
+                    description: The URL of the web resource.
+                  title:
+                    type: string
+                    description: The title of the web resource.
+        role:
+          type: string
+          enum:
+            - assistant
+          description: The role of the author of this message.
+          x-stainless-const: true
+        function_call:
+          type: object
+          deprecated: true
+          description: >-
+            Deprecated and replaced by `tool_calls`. The name and arguments of a function that should be
+            called, as generated by the model.
+          properties:
+            arguments:
+              type: string
+              description: >-
+                The arguments to call the function with, as generated by the model in JSON format. Note that
+                the model does not always generate valid JSON, and may hallucinate parameters not defined by
+                your function schema. Validate the arguments in your code before calling your function.
+            name:
+              type: string
+              description: The name of the function to call.
+          required:
+            - name
+            - arguments
+        audio:
+          anyOf:
+            - type: object
+              description: >
+                If the audio output modality is requested, this object contains data
+
+                about the audio response from the model. [Learn
+                more](https://platform.openai.com/docs/guides/audio).
+              required:
+                - id
+                - expires_at
+                - data
+                - transcript
+              properties:
+                id:
+                  type: string
+                  description: Unique identifier for this audio response.
+                expires_at:
+                  type: integer
+                  description: |
+                    The Unix timestamp (in seconds) for when this audio response will
+                    no longer be accessible on the server for use in multi-turn
+                    conversations.
+                data:
+                  type: string
+                  description: |
+                    Base64 encoded audio bytes generated by the model, in the format
+                    specified in the request.
+                transcript:
+                  type: string
+                  description: Transcript of the audio generated by the model.
+            - type: 'null'
+      required:
+        - role
+        - content
+        - refusal
+    ChatCompletionRole:
+      type: string
+      description: The role of the author of a message
+      enum:
+        - developer
+        - system
+        - user
+        - assistant
+        - tool
+        - function
+    ChatCompletionStreamOptions:
+      anyOf:
+        - description: |
+            Options for streaming response. Only set this when you set `stream: true`.
+          type: object
+          properties:
+            include_usage:
+              type: boolean
+              description: |
+                If set, an additional chunk will be streamed before the `data: [DONE]`
+                message. The `usage` field on this chunk shows the token usage statistics
+                for the entire request, and the `choices` field will always be an empty
+                array.
+
+                All other chunks will also include a `usage` field, but with a null
+                value. **NOTE:** If the stream is interrupted, you may not receive the
+                final usage chunk which contains the total token usage for the request.
+            include_obfuscation:
+              type: boolean
+              description: |
+                When true, stream obfuscation will be enabled. Stream obfuscation adds
+                random characters to an `obfuscation` field on streaming delta events to
+                normalize payload sizes as a mitigation to certain side-channel attacks.
+                These obfuscation fields are included by default, but add a small amount
+                of overhead to the data stream. You can set `include_obfuscation` to
+                false to optimize for bandwidth if you trust the network links between
+                your application and the OpenAI API.
+        - type: 'null'
+    ChatCompletionStreamResponseDelta:
+      type: object
+      description: A chat completion delta generated by streamed model responses.
+      properties:
+        content:
+          anyOf:
+            - type: string
+              description: The contents of the chunk message.
+            - type: 'null'
+        function_call:
+          deprecated: true
+          type: object
+          description: >-
+            Deprecated and replaced by `tool_calls`. The name and arguments of a function that should be
+            called, as generated by the model.
+          properties:
+            arguments:
+              type: string
+              description: >-
+                The arguments to call the function with, as generated by the model in JSON format. Note that
+                the model does not always generate valid JSON, and may hallucinate parameters not defined by
+                your function schema. Validate the arguments in your code before calling your function.
+            name:
+              type: string
+              description: The name of the function to call.
+        tool_calls:
+          type: array
+          items:
+            $ref: '#/components/schemas/ChatCompletionMessageToolCallChunk'
+        role:
+          type: string
+          enum:
+            - developer
+            - system
+            - user
+            - assistant
+            - tool
+          description: The role of the author of this message.
+        refusal:
+          anyOf:
+            - type: string
+              description: The refusal message generated by the model.
+            - type: 'null'
+    ChatCompletionTokenLogprob:
+      type: object
+      properties:
+        token:
+          description: The token.
+          type: string
+        logprob:
+          description: >-
+            The log probability of this token, if it is within the top 20 most likely tokens. Otherwise, the
+            value `-9999.0` is used to signify that the token is very unlikely.
+          type: number
+        bytes:
+          anyOf:
+            - description: >-
+                A list of integers representing the UTF-8 bytes representation of the token. Useful in
+                instances where characters are represented by multiple tokens and their byte representations
+                must be combined to generate the correct text representation. Can be `null` if there is no
+                bytes representation for the token.
+              type: array
+              items:
+                type: integer
+            - type: 'null'
+        top_logprobs:
+          description: >-
+            List of the most likely tokens and their log probability, at this token position. In rare cases,
+            there may be fewer than the number of requested `top_logprobs` returned.
+          type: array
+          items:
+            type: object
+            properties:
+              token:
+                description: The token.
+                type: string
+              logprob:
+                description: >-
+                  The log probability of this token, if it is within the top 20 most likely tokens. Otherwise,
+                  the value `-9999.0` is used to signify that the token is very unlikely.
+                type: number
+              bytes:
+                anyOf:
+                  - description: >-
+                      A list of integers representing the UTF-8 bytes representation of the token. Useful in
+                      instances where characters are represented by multiple tokens and their byte
+                      representations must be combined to generate the correct text representation. Can be
+                      `null` if there is no bytes representation for the token.
+                    type: array
+                    items:
+                      type: integer
+                  - type: 'null'
+            required:
+              - token
+              - logprob
+              - bytes
+      required:
+        - token
+        - logprob
+        - bytes
+        - top_logprobs
+    ChatCompletionTool:
+      type: object
+      title: Function tool
+      description: |
+        A function tool that can be used to generate a response.
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+          description: The type of the tool. Currently, only `function` is supported.
+          x-stainless-const: true
+        function:
+          $ref: '#/components/schemas/FunctionObject'
+      required:
+        - type
+        - function
+    ChatCompletionToolChoiceOption:
+      description: >
+        Controls which (if any) tool is called by the model.
+
+        `none` means the model will not call any tool and instead generates a message.
+
+        `auto` means the model can pick between generating a message or calling one or more tools.
+
+        `required` means the model must call one or more tools.
+
+        Specifying a particular tool via `{"type": "function", "function": {"name": "my_function"}}` forces
+        the model to call that tool.
+
+
+        `none` is the default when no tools are present. `auto` is the default if tools are present.
+      anyOf:
+        - type: string
+          title: Auto
+          description: >
+            `none` means the model will not call any tool and instead generates a message. `auto` means the
+            model can pick between generating a message or calling one or more tools. `required` means the
+            model must call one or more tools.
+          enum:
+            - none
+            - auto
+            - required
+        - $ref: '#/components/schemas/ChatCompletionAllowedToolsChoice'
+        - $ref: '#/components/schemas/ChatCompletionNamedToolChoice'
+        - $ref: '#/components/schemas/ChatCompletionNamedToolChoiceCustom'
+      x-stainless-go-variant-constructor:
+        naming: tool_choice_option_{variant}
+    ChunkingStrategyRequestParam:
+      type: object
+      description: >-
+        The chunking strategy used to chunk the file(s). If not set, will use the `auto` strategy. Only
+        applicable if `file_ids` is non-empty.
+      anyOf:
+        - $ref: '#/components/schemas/AutoChunkingStrategyRequestParam'
+        - $ref: '#/components/schemas/StaticChunkingStrategyRequestParam'
+      discriminator:
+        propertyName: type
+    CodeInterpreterFileOutput:
+      type: object
+      title: Code interpreter file output
+      description: |
+        The output of a code interpreter tool call that is a file.
+      properties:
+        type:
+          type: string
+          enum:
+            - files
+          description: |
+            The type of the code interpreter file output. Always `files`.
+          x-stainless-const: true
+        files:
+          type: array
+          items:
+            type: object
+            properties:
+              mime_type:
+                type: string
+                description: |
+                  The MIME type of the file.
+              file_id:
+                type: string
+                description: |
+                  The ID of the file.
+            required:
+              - mime_type
+              - file_id
+      required:
+        - type
+        - files
+    CodeInterpreterTextOutput:
+      type: object
+      title: Code interpreter text output
+      description: |
+        The output of a code interpreter tool call that is text.
+      properties:
+        type:
+          type: string
+          enum:
+            - logs
+          description: |
+            The type of the code interpreter text output. Always `logs`.
+          x-stainless-const: true
+        logs:
+          type: string
+          description: |
+            The logs of the code interpreter tool call.
+      required:
+        - type
+        - logs
+    CodeInterpreterTool:
+      type: object
+      title: Code interpreter
+      description: |
+        A tool that runs Python code to help generate a response to a prompt.
+      properties:
+        type:
+          type: string
+          enum:
+            - code_interpreter
+          description: |
+            The type of the code interpreter tool. Always `code_interpreter`.
+          x-stainless-const: true
+        container:
+          description: |
+            The code interpreter container. Can be a container ID or an object that
+            specifies uploaded file IDs to make available to your code.
+          anyOf:
+            - type: string
+              description: The container ID.
+            - $ref: '#/components/schemas/CodeInterpreterContainerAuto'
+      required:
+        - type
+        - container
+    CodeInterpreterToolCall:
+      type: object
+      title: Code interpreter tool call
+      description: |
+        A tool call to run code.
+      properties:
+        type:
+          type: string
+          enum:
+            - code_interpreter_call
+          default: code_interpreter_call
+          x-stainless-const: true
+          description: |
+            The type of the code interpreter tool call. Always `code_interpreter_call`.
+        id:
+          type: string
+          description: |
+            The unique ID of the code interpreter tool call.
+        status:
+          type: string
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+            - interpreting
+            - failed
+          description: >
+            The status of the code interpreter tool call. Valid values are `in_progress`, `completed`,
+            `incomplete`, `interpreting`, and `failed`.
+        container_id:
+          type: string
+          description: |
+            The ID of the container used to run the code.
+        code:
+          anyOf:
+            - type: string
+              description: |
+                The code to run, or null if not available.
+            - type: 'null'
+        outputs:
+          anyOf:
+            - type: array
+              items:
+                discriminator:
+                  propertyName: type
+                anyOf:
+                  - $ref: '#/components/schemas/CodeInterpreterOutputLogs'
+                  - $ref: '#/components/schemas/CodeInterpreterOutputImage'
+              discriminator:
+                propertyName: type
+              description: |
+                The outputs generated by the code interpreter, such as logs or images.
+                Can be null if no outputs are available.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - status
+        - container_id
+        - code
+        - outputs
+    ComparisonFilter:
+      type: object
+      additionalProperties: false
+      title: Comparison Filter
+      description: >
+        A filter used to compare a specified attribute key to a given value using a defined comparison
+        operation.
+      properties:
+        type:
+          type: string
+          default: eq
+          enum:
+            - eq
+            - ne
+            - gt
+            - gte
+            - lt
+            - lte
+          description: |
+            Specifies the comparison operator: `eq`, `ne`, `gt`, `gte`, `lt`, `lte`, `in`, `nin`.
+            - `eq`: equals
+            - `ne`: not equal
+            - `gt`: greater than
+            - `gte`: greater than or equal
+            - `lt`: less than
+            - `lte`: less than or equal
+            - `in`: in
+            - `nin`: not in
+        key:
+          type: string
+          description: The key to compare against the value.
+        value:
+          description: The value to compare against the attribute key; supports string, number, or boolean types.
+          anyOf:
+            - type: string
+            - type: number
+            - type: boolean
+            - type: array
+              items:
+                $ref: '#/components/schemas/ComparisonFilterValueItems'
+      required:
+        - type
+        - key
+        - value
+      x-oaiMeta:
+        name: ComparisonFilter
+    CompleteUploadRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        part_ids:
+          type: array
+          description: |
+            The ordered list of Part IDs.
+          items:
+            type: string
+        md5:
+          description: >
+            The optional md5 checksum for the file contents to verify if the bytes uploaded matches what you
+            expect.
+          type: string
+      required:
+        - part_ids
+    CompletionUsage:
+      type: object
+      description: Usage statistics for the completion request.
+      properties:
+        completion_tokens:
+          type: integer
+          default: 0
+          description: Number of tokens in the generated completion.
+        prompt_tokens:
+          type: integer
+          default: 0
+          description: Number of tokens in the prompt.
+        total_tokens:
+          type: integer
+          default: 0
+          description: Total number of tokens used in the request (prompt + completion).
+        completion_tokens_details:
+          type: object
+          description: Breakdown of tokens used in a completion.
+          properties:
+            accepted_prediction_tokens:
+              type: integer
+              default: 0
+              description: |
+                When using Predicted Outputs, the number of tokens in the
+                prediction that appeared in the completion.
+            audio_tokens:
+              type: integer
+              default: 0
+              description: Audio input tokens generated by the model.
+            reasoning_tokens:
+              type: integer
+              default: 0
+              description: Tokens generated by the model for reasoning.
+            rejected_prediction_tokens:
+              type: integer
+              default: 0
+              description: |
+                When using Predicted Outputs, the number of tokens in the
+                prediction that did not appear in the completion. However, like
+                reasoning tokens, these tokens are still counted in the total
+                completion tokens for purposes of billing, output, and context window
+                limits.
+        prompt_tokens_details:
+          type: object
+          description: Breakdown of tokens used in the prompt.
+          properties:
+            audio_tokens:
+              type: integer
+              default: 0
+              description: Audio input tokens present in the prompt.
+            cached_tokens:
+              type: integer
+              default: 0
+              description: Cached tokens present in the prompt.
+      required:
+        - prompt_tokens
+        - completion_tokens
+        - total_tokens
+    CompoundFilter:
+      $recursiveAnchor: true
+      type: object
+      additionalProperties: false
+      title: Compound Filter
+      description: Combine multiple filters using `and` or `or`.
+      properties:
+        type:
+          type: string
+          description: 'Type of operation: `and` or `or`.'
+          enum:
+            - and
+            - or
+        filters:
+          type: array
+          description: Array of filters to combine. Items can be `ComparisonFilter` or `CompoundFilter`.
+          items:
+            discriminator:
+              propertyName: type
+            anyOf:
+              - $ref: '#/components/schemas/ComparisonFilter'
+              - $recursiveRef: '#'
+      required:
+        - type
+        - filters
+      x-oaiMeta:
+        name: CompoundFilter
+    ComputerAction:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/ClickParam'
+        - $ref: '#/components/schemas/DoubleClickAction'
+        - $ref: '#/components/schemas/Drag'
+        - $ref: '#/components/schemas/KeyPressAction'
+        - $ref: '#/components/schemas/Move'
+        - $ref: '#/components/schemas/Screenshot'
+        - $ref: '#/components/schemas/Scroll'
+        - $ref: '#/components/schemas/Type'
+        - $ref: '#/components/schemas/Wait'
+    ComputerScreenshotImage:
+      type: object
+      description: |
+        A computer screenshot image used with the computer use tool.
+      properties:
+        type:
+          type: string
+          enum:
+            - computer_screenshot
+          default: computer_screenshot
+          description: |
+            Specifies the event type. For a computer screenshot, this property is
+            always set to `computer_screenshot`.
+          x-stainless-const: true
+        image_url:
+          type: string
+          description: The URL of the screenshot image.
+        file_id:
+          type: string
+          description: The identifier of an uploaded file that contains the screenshot.
+      required:
+        - type
+    ComputerToolCall:
+      type: object
+      title: Computer tool call
+      description: |
+        A tool call to a computer use tool. See the
+        [computer use guide](https://platform.openai.com/docs/guides/tools-computer-use) for more information.
+      properties:
+        type:
+          type: string
+          description: The type of the computer call. Always `computer_call`.
+          enum:
+            - computer_call
+          default: computer_call
+        id:
+          type: string
+          description: The unique ID of the computer call.
+        call_id:
+          type: string
+          description: |
+            An identifier used when responding to the tool call with output.
+        action:
+          $ref: '#/components/schemas/ComputerAction'
+        pending_safety_checks:
+          type: array
+          items:
+            $ref: '#/components/schemas/ComputerCallSafetyCheckParam'
+          description: |
+            The pending safety checks for the computer call.
+        status:
+          type: string
+          description: |
+            The status of the item. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - type
+        - id
+        - action
+        - call_id
+        - pending_safety_checks
+        - status
+    ComputerToolCallOutput:
+      type: object
+      title: Computer tool call output
+      description: |
+        The output of a computer tool call.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the computer tool call output. Always `computer_call_output`.
+          enum:
+            - computer_call_output
+          default: computer_call_output
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The ID of the computer tool call output.
+        call_id:
+          type: string
+          description: |
+            The ID of the computer tool call that produced the output.
+        acknowledged_safety_checks:
+          type: array
+          description: |
+            The safety checks reported by the API that have been acknowledged by the
+            developer.
+          items:
+            $ref: '#/components/schemas/ComputerCallSafetyCheckParam'
+        output:
+          $ref: '#/components/schemas/ComputerScreenshotImage'
+        status:
+          type: string
+          description: |
+            The status of the message input. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when input items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - type
+        - call_id
+        - output
+    ComputerToolCallOutputResource:
+      allOf:
+        - $ref: '#/components/schemas/ComputerToolCallOutput'
+        - type: object
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the computer call tool output.
+          required:
+            - id
+    ContainerFileListResource:
+      type: object
+      properties:
+        object:
+          description: The type of object returned, must be 'list'.
+          const: list
+        data:
+          type: array
+          description: A list of container files.
+          items:
+            $ref: '#/components/schemas/ContainerFileResource'
+        first_id:
+          type: string
+          description: The ID of the first file in the list.
+        last_id:
+          type: string
+          description: The ID of the last file in the list.
+        has_more:
+          type: boolean
+          description: Whether there are more files available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ContainerFileResource:
+      type: object
+      title: The container file object
+      properties:
+        id:
+          type: string
+          description: Unique identifier for the file.
+        object:
+          type: string
+          description: The type of this object (`container.file`).
+          const: container.file
+        container_id:
+          type: string
+          description: The container this file belongs to.
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) when the file was created.
+        bytes:
+          type: integer
+          description: Size of the file in bytes.
+        path:
+          type: string
+          description: Path of the file in the container.
+        source:
+          type: string
+          description: Source of the file (e.g., `user`, `assistant`).
+      required:
+        - id
+        - object
+        - created_at
+        - bytes
+        - container_id
+        - path
+        - source
+      x-oaiMeta:
+        name: The container file object
+        example: |
+          {
+              "id": "cfile_682e0e8a43c88191a7978f477a09bdf5",
+              "object": "container.file",
+              "created_at": 1747848842,
+              "bytes": 880,
+              "container_id": "cntr_682e0e7318108198aa783fd921ff305e08e78805b9fdbb04",
+              "path": "/mnt/data/88e12fa445d32636f190a0b33daed6cb-tsconfig.json",
+              "source": "user"
+          }
+    ContainerListResource:
+      type: object
+      properties:
+        object:
+          description: The type of object returned, must be 'list'.
+          const: list
+        data:
+          type: array
+          description: A list of containers.
+          items:
+            $ref: '#/components/schemas/ContainerResource'
+        first_id:
+          type: string
+          description: The ID of the first container in the list.
+        last_id:
+          type: string
+          description: The ID of the last container in the list.
+        has_more:
+          type: boolean
+          description: Whether there are more containers available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ContainerResource:
+      type: object
+      title: The container object
+      properties:
+        id:
+          type: string
+          description: Unique identifier for the container.
+        object:
+          type: string
+          description: The type of this object.
+        name:
+          type: string
+          description: Name of the container.
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) when the container was created.
+        status:
+          type: string
+          description: Status of the container (e.g., active, deleted).
+        expires_after:
+          type: object
+          description: |
+            The container will expire after this time period.
+            The anchor is the reference point for the expiration.
+            The minutes is the number of minutes after the anchor before the container expires.
+          properties:
+            anchor:
+              type: string
+              description: The reference point for the expiration.
+              enum:
+                - last_active_at
+            minutes:
+              type: integer
+              description: The number of minutes after the anchor before the container expires.
+      required:
+        - id
+        - object
+        - name
+        - created_at
+        - status
+        - id
+        - name
+        - created_at
+        - status
+      x-oaiMeta:
+        name: The container object
+        example: |
+          {
+             "id": "cntr_682dfebaacac8198bbfe9c2474fb6f4a085685cbe3cb5863",
+             "object": "container",
+             "created_at": 1747844794,
+             "status": "running",
+             "expires_after": {
+               "anchor": "last_active_at",
+               "minutes": 20
+             },
+             "last_active_at": 1747844794,
+             "name": "My Container"
+          }
+    Content:
+      description: |
+        Multi-modal input and output contents.
+      anyOf:
+        - title: Input content types
+          $ref: '#/components/schemas/InputContent'
+        - title: Output content types
+          $ref: '#/components/schemas/OutputContent'
+    Conversation:
+      title: The conversation object
+      allOf:
+        - $ref: '#/components/schemas/ConversationResource'
+      x-oaiMeta:
+        name: The conversation object
+        group: conversations
+    ConversationItem:
+      title: Conversation item
+      description: >-
+        A single item within a conversation. The set of possible types are the same as the `output` type of a
+        [Response
+        object](https://platform.openai.com/docs/api-reference/responses/object#responses/object-output).
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/Message'
+        - $ref: '#/components/schemas/FunctionToolCallResource'
+        - $ref: '#/components/schemas/FunctionToolCallOutputResource'
+        - $ref: '#/components/schemas/FileSearchToolCall'
+        - $ref: '#/components/schemas/WebSearchToolCall'
+        - $ref: '#/components/schemas/ImageGenToolCall'
+        - $ref: '#/components/schemas/ComputerToolCall'
+        - $ref: '#/components/schemas/ComputerToolCallOutputResource'
+        - $ref: '#/components/schemas/ReasoningItem'
+        - $ref: '#/components/schemas/CodeInterpreterToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCallOutput'
+        - $ref: '#/components/schemas/MCPListTools'
+        - $ref: '#/components/schemas/MCPApprovalRequest'
+        - $ref: '#/components/schemas/MCPApprovalResponseResource'
+        - $ref: '#/components/schemas/MCPToolCall'
+        - $ref: '#/components/schemas/CustomToolCall'
+        - $ref: '#/components/schemas/CustomToolCallOutput'
+    ConversationItemList:
+      type: object
+      title: The conversation item list
+      description: A list of Conversation items.
+      properties:
+        object:
+          description: The type of object returned, must be `list`.
+          x-stainless-const: true
+          const: list
+        data:
+          type: array
+          description: A list of conversation items.
+          items:
+            $ref: '#/components/schemas/ConversationItem'
+        has_more:
+          type: boolean
+          description: Whether there are more items available.
+        first_id:
+          type: string
+          description: The ID of the first item in the list.
+        last_id:
+          type: string
+          description: The ID of the last item in the list.
+      required:
+        - object
+        - data
+        - has_more
+        - first_id
+        - last_id
+      x-oaiMeta:
+        name: The item list
+        group: conversations
+    ConversationParam:
+      description: >
+        The conversation that this response belongs to. Items from this conversation are prepended to
+        `input_items` for this response request.
+
+        Input items and output items from this response are automatically added to this conversation after
+        this response completes.
+      anyOf:
+        - type: string
+          title: Conversation ID
+          description: |
+            The unique ID of the conversation.
+        - $ref: '#/components/schemas/ConversationParam-2'
+    CostsResult:
+      type: object
+      description: The aggregated costs details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.costs.result
+          x-stainless-const: true
+        amount:
+          type: object
+          description: The monetary value in its associated currency.
+          properties:
+            value:
+              type: number
+              description: The numeric value of the cost.
+            currency:
+              type: string
+              description: Lowercase ISO-4217 currency e.g. "usd"
+        line_item:
+          anyOf:
+            - type: string
+              description: When `group_by=line_item`, this field provides the line item of the grouped costs result.
+            - type: 'null'
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped costs result.
+            - type: 'null'
+      required:
+        - object
+      x-oaiMeta:
+        name: Costs object
+        example: |
+          {
+              "object": "organization.costs.result",
+              "amount": {
+                "value": 0.06,
+                "currency": "usd"
+              },
+              "line_item": "Image models",
+              "project_id": "proj_abc"
+          }
+    CreateAssistantRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        model:
+          description: >
+            ID of the model to use. You can use the [List
+            models](https://platform.openai.com/docs/api-reference/models/list) API to see all of your
+            available models, or see our [Model overview](https://platform.openai.com/docs/models) for
+            descriptions of them.
+          example: gpt-4o
+          anyOf:
+            - type: string
+            - $ref: '#/components/schemas/AssistantSupportedModels'
+          x-oaiTypeLabel: string
+        name:
+          anyOf:
+            - description: |
+                The name of the assistant. The maximum length is 256 characters.
+              type: string
+              maxLength: 256
+            - type: 'null'
+        description:
+          anyOf:
+            - description: |
+                The description of the assistant. The maximum length is 512 characters.
+              type: string
+              maxLength: 512
+            - type: 'null'
+        instructions:
+          anyOf:
+            - description: |
+                The system instructions that the assistant uses. The maximum length is 256,000 characters.
+              type: string
+              maxLength: 256000
+            - type: 'null'
+        reasoning_effort:
+          $ref: '#/components/schemas/ReasoningEffort'
+        tools:
+          description: >
+            A list of tool enabled on the assistant. There can be a maximum of 128 tools per assistant. Tools
+            can be of types `code_interpreter`, `file_search`, or `function`.
+          default: []
+          type: array
+          maxItems: 128
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are used by the assistant's tools. The resources are specific to the
+                type of tool. For example, the `code_interpreter` tool requires a list of file IDs, while the
+                `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made
+                        available to the `code_interpreter` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        The [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this assistant. There can be a maximum of 1 vector store attached to the assistant.
+                      maxItems: 1
+                      items:
+                        type: string
+                    vector_stores:
+                      type: array
+                      description: >
+                        A helper to create a [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) with
+                        file_ids and attach it to this assistant. There can be a maximum of 1 vector store
+                        attached to the assistant.
+                      maxItems: 1
+                      items:
+                        type: object
+                        properties:
+                          file_ids:
+                            type: array
+                            description: >
+                              A list of [file](https://platform.openai.com/docs/api-reference/files) IDs to
+                              add to the vector store. There can be a maximum of 10000 files in a vector
+                              store.
+                            maxItems: 10000
+                            items:
+                              type: string
+                          chunking_strategy:
+                            type: object
+                            description: >-
+                              The chunking strategy used to chunk the file(s). If not set, will use the `auto`
+                              strategy.
+                            anyOf:
+                              - type: object
+                                title: Auto Chunking Strategy
+                                description: >-
+                                  The default strategy. This strategy currently uses a `max_chunk_size_tokens`
+                                  of `800` and `chunk_overlap_tokens` of `400`.
+                                additionalProperties: false
+                                properties:
+                                  type:
+                                    type: string
+                                    description: Always `auto`.
+                                    enum:
+                                      - auto
+                                    x-stainless-const: true
+                                required:
+                                  - type
+                              - type: object
+                                title: Static Chunking Strategy
+                                additionalProperties: false
+                                properties:
+                                  type:
+                                    type: string
+                                    description: Always `static`.
+                                    enum:
+                                      - static
+                                    x-stainless-const: true
+                                  static:
+                                    type: object
+                                    additionalProperties: false
+                                    properties:
+                                      max_chunk_size_tokens:
+                                        type: integer
+                                        minimum: 100
+                                        maximum: 4096
+                                        description: >-
+                                          The maximum number of tokens in each chunk. The default value is
+                                          `800`. The minimum value is `100` and the maximum value is `4096`.
+                                      chunk_overlap_tokens:
+                                        type: integer
+                                        description: >
+                                          The number of tokens that overlap between chunks. The default value
+                                          is `400`.
+
+
+                                          Note that the overlap must not exceed half of
+                                          `max_chunk_size_tokens`.
+                                    required:
+                                      - max_chunk_size_tokens
+                                      - chunk_overlap_tokens
+                                required:
+                                  - type
+                                  - static
+                            discriminator:
+                              propertyName: type
+                          metadata:
+                            $ref: '#/components/schemas/Metadata'
+                  anyOf:
+                    - required:
+                        - vector_store_ids
+                    - required:
+                        - vector_stores
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          anyOf:
+            - description: >
+                What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+                more random, while lower values like 0.2 will make it more focused and deterministic.
+              type: number
+              minimum: 0
+              maximum: 2
+              default: 1
+              example: 1
+            - type: 'null'
+        top_p:
+          anyOf:
+            - type: number
+              minimum: 0
+              maximum: 1
+              default: 1
+              example: 1
+              description: >
+                An alternative to sampling with temperature, called nucleus sampling, where the model
+                considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens
+                comprising the top 10% probability mass are considered.
+
+
+                We generally recommend altering this or temperature but not both.
+            - type: 'null'
+        response_format:
+          anyOf:
+            - $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+            - type: 'null'
+      required:
+        - model
+    CreateChatCompletionRequest:
+      allOf:
+        - $ref: '#/components/schemas/CreateModelResponseProperties'
+        - type: object
+          properties:
+            messages:
+              description: >
+                A list of messages comprising the conversation so far. Depending on the
+
+                [model](https://platform.openai.com/docs/models) you use, different message types (modalities)
+                are
+
+                supported, like [text](https://platform.openai.com/docs/guides/text-generation),
+
+                [images](https://platform.openai.com/docs/guides/vision), and
+                [audio](https://platform.openai.com/docs/guides/audio).
+              type: array
+              minItems: 1
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestMessage'
+            model:
+              description: >
+                Model ID used to generate the response, like `gpt-4o` or `o3`. OpenAI
+
+                offers a wide range of models with different capabilities, performance
+
+                characteristics, and price points. Refer to the [model
+                guide](https://platform.openai.com/docs/models)
+
+                to browse and compare available models.
+              $ref: '#/components/schemas/ModelIdsShared'
+            modalities:
+              $ref: '#/components/schemas/ResponseModalities'
+            verbosity:
+              $ref: '#/components/schemas/Verbosity'
+            reasoning_effort:
+              $ref: '#/components/schemas/ReasoningEffort'
+            max_completion_tokens:
+              description: >
+                An upper bound for the number of tokens that can be generated for a completion, including
+                visible output tokens and [reasoning
+                tokens](https://platform.openai.com/docs/guides/reasoning).
+              type: integer
+              nullable: true
+            frequency_penalty:
+              type: number
+              default: 0
+              minimum: -2
+              maximum: 2
+              nullable: true
+              description: |
+                Number between -2.0 and 2.0. Positive values penalize new tokens based on
+                their existing frequency in the text so far, decreasing the model's
+                likelihood to repeat the same line verbatim.
+            presence_penalty:
+              type: number
+              default: 0
+              minimum: -2
+              maximum: 2
+              nullable: true
+              description: |
+                Number between -2.0 and 2.0. Positive values penalize new tokens based on
+                whether they appear in the text so far, increasing the model's likelihood
+                to talk about new topics.
+            web_search_options:
+              type: object
+              title: Web search
+              description: >
+                This tool searches the web for relevant results to use in a response.
+
+                Learn more about the [web search
+                tool](https://platform.openai.com/docs/guides/tools-web-search?api-mode=chat).
+              properties:
+                user_location:
+                  type: object
+                  nullable: true
+                  required:
+                    - type
+                    - approximate
+                  description: |
+                    Approximate location parameters for the search.
+                  properties:
+                    type:
+                      type: string
+                      description: |
+                        The type of location approximation. Always `approximate`.
+                      enum:
+                        - approximate
+                      x-stainless-const: true
+                    approximate:
+                      $ref: '#/components/schemas/WebSearchLocation'
+                search_context_size:
+                  $ref: '#/components/schemas/WebSearchContextSize'
+            top_logprobs:
+              description: |
+                An integer between 0 and 20 specifying the number of most likely tokens to
+                return at each token position, each with an associated log probability.
+                `logprobs` must be set to `true` if this parameter is used.
+              type: integer
+              minimum: 0
+              maximum: 20
+              nullable: true
+            response_format:
+              description: |
+                An object specifying the format that the model must output.
+
+                Setting to `{ "type": "json_schema", "json_schema": {...} }` enables
+                Structured Outputs which ensures the model will match your supplied JSON
+                schema. Learn more in the [Structured Outputs
+                guide](https://platform.openai.com/docs/guides/structured-outputs).
+
+                Setting to `{ "type": "json_object" }` enables the older JSON mode, which
+                ensures the message the model generates is valid JSON. Using `json_schema`
+                is preferred for models that support it.
+              discriminator:
+                propertyName: type
+              anyOf:
+                - $ref: '#/components/schemas/ResponseFormatText'
+                - $ref: '#/components/schemas/ResponseFormatJsonSchema'
+                - $ref: '#/components/schemas/ResponseFormatJsonObject'
+            audio:
+              type: object
+              nullable: true
+              description: |
+                Parameters for audio output. Required when audio output is requested with
+                `modalities: ["audio"]`. [Learn more](https://platform.openai.com/docs/guides/audio).
+              required:
+                - voice
+                - format
+              properties:
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                  description: |
+                    The voice the model uses to respond. Supported voices are
+                    `alloy`, `ash`, `ballad`, `coral`, `echo`, `fable`, `nova`, `onyx`, `sage`, and `shimmer`.
+                format:
+                  type: string
+                  enum:
+                    - wav
+                    - aac
+                    - mp3
+                    - flac
+                    - opus
+                    - pcm16
+                  description: |
+                    Specifies the output audio format. Must be one of `wav`, `mp3`, `flac`,
+                    `opus`, or `pcm16`.
+            store:
+              type: boolean
+              default: false
+              nullable: true
+              description: |
+                Whether or not to store the output of this chat completion request for
+                use in our [model distillation](https://platform.openai.com/docs/guides/distillation) or
+                [evals](https://platform.openai.com/docs/guides/evals) products.
+
+                Supports text and image inputs. Note: image inputs over 8MB will be dropped.
+            stream:
+              description: >
+                If set to true, the model response data will be streamed to the client
+
+                as it is generated using [server-sent
+                events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format).
+
+                See the [Streaming section
+                below](https://platform.openai.com/docs/api-reference/chat/streaming)
+
+                for more information, along with the [streaming
+                responses](https://platform.openai.com/docs/guides/streaming-responses)
+
+                guide for more information on how to handle the streaming events.
+              type: boolean
+              nullable: true
+              default: false
+            stop:
+              $ref: '#/components/schemas/StopConfiguration'
+            logit_bias:
+              type: object
+              x-oaiTypeLabel: map
+              default: null
+              nullable: true
+              additionalProperties:
+                type: integer
+              description: |
+                Modify the likelihood of specified tokens appearing in the completion.
+
+                Accepts a JSON object that maps tokens (specified by their token ID in the
+                tokenizer) to an associated bias value from -100 to 100. Mathematically,
+                the bias is added to the logits generated by the model prior to sampling.
+                The exact effect will vary per model, but values between -1 and 1 should
+                decrease or increase likelihood of selection; values like -100 or 100
+                should result in a ban or exclusive selection of the relevant token.
+            logprobs:
+              description: |
+                Whether to return log probabilities of the output tokens or not. If true,
+                returns the log probabilities of each output token returned in the
+                `content` of `message`.
+              type: boolean
+              default: false
+              nullable: true
+            max_tokens:
+              description: |
+                The maximum number of [tokens](/tokenizer) that can be generated in the
+                chat completion. This value can be used to control
+                [costs](https://openai.com/api/pricing/) for text generated via API.
+
+                This value is now deprecated in favor of `max_completion_tokens`, and is
+                not compatible with [o-series models](https://platform.openai.com/docs/guides/reasoning).
+              type: integer
+              nullable: true
+              deprecated: true
+            'n':
+              type: integer
+              minimum: 1
+              maximum: 128
+              default: 1
+              example: 1
+              nullable: true
+              description: >-
+                How many chat completion choices to generate for each input message. Note that you will be
+                charged based on the number of generated tokens across all of the choices. Keep `n` as `1` to
+                minimize costs.
+            prediction:
+              nullable: true
+              description: >
+                Configuration for a [Predicted
+                Output](https://platform.openai.com/docs/guides/predicted-outputs),
+
+                which can greatly improve response times when large parts of the model
+
+                response are known ahead of time. This is most common when you are
+
+                regenerating a file with only minor changes to most of the content.
+              anyOf:
+                - $ref: '#/components/schemas/PredictionContent'
+              discriminator:
+                propertyName: type
+            seed:
+              type: integer
+              minimum: -9223372036854776000
+              maximum: 9223372036854776000
+              nullable: true
+              deprecated: true
+              description: >
+                This feature is in Beta.
+
+                If specified, our system will make a best effort to sample deterministically, such that
+                repeated requests with the same `seed` and parameters should return the same result.
+
+                Determinism is not guaranteed, and you should refer to the `system_fingerprint` response
+                parameter to monitor changes in the backend.
+              x-oaiMeta:
+                beta: true
+            stream_options:
+              $ref: '#/components/schemas/ChatCompletionStreamOptions'
+            tools:
+              type: array
+              description: |
+                A list of tools the model may call. You can provide either
+                [custom tools](https://platform.openai.com/docs/guides/function-calling#custom-tools) or
+                [function tools](https://platform.openai.com/docs/guides/function-calling).
+              items:
+                anyOf:
+                  - $ref: '#/components/schemas/ChatCompletionTool'
+                  - $ref: '#/components/schemas/CustomToolChatCompletions'
+                x-stainless-naming:
+                  python:
+                    model_name: chat_completion_tool_union
+                    param_model_name: chat_completion_tool_union_param
+                discriminator:
+                  propertyName: type
+                x-stainless-go-variant-constructor:
+                  naming: chat_completion_{variant}_tool
+            tool_choice:
+              $ref: '#/components/schemas/ChatCompletionToolChoiceOption'
+            parallel_tool_calls:
+              $ref: '#/components/schemas/ParallelToolCalls'
+            function_call:
+              deprecated: true
+              description: |
+                Deprecated in favor of `tool_choice`.
+
+                Controls which (if any) function is called by the model.
+
+                `none` means the model will not call a function and instead generates a
+                message.
+
+                `auto` means the model can pick between generating a message or calling a
+                function.
+
+                Specifying a particular function via `{"name": "my_function"}` forces the
+                model to call that function.
+
+                `none` is the default when no functions are present. `auto` is the default
+                if functions are present.
+              anyOf:
+                - type: string
+                  description: >
+                    `none` means the model will not call a function and instead generates a message. `auto`
+                    means the model can pick between generating a message or calling a function.
+                  enum:
+                    - none
+                    - auto
+                  title: function call mode
+                - $ref: '#/components/schemas/ChatCompletionFunctionCallOption'
+            functions:
+              deprecated: true
+              description: |
+                Deprecated in favor of `tools`.
+
+                A list of functions the model may generate JSON inputs for.
+              type: array
+              minItems: 1
+              maxItems: 128
+              items:
+                $ref: '#/components/schemas/ChatCompletionFunctions'
+          required:
+            - model
+            - messages
+    CreateChatCompletionResponse:
+      type: object
+      description: Represents a chat completion response returned by model, based on the provided input.
+      properties:
+        id:
+          type: string
+          description: A unique identifier for the chat completion.
+        choices:
+          type: array
+          description: A list of chat completion choices. Can be more than one if `n` is greater than 1.
+          items:
+            type: object
+            required:
+              - finish_reason
+              - index
+              - message
+              - logprobs
+            properties:
+              finish_reason:
+                type: string
+                description: >
+                  The reason the model stopped generating tokens. This will be `stop` if the model hit a
+                  natural stop point or a provided stop sequence,
+
+                  `length` if the maximum number of tokens specified in the request was reached,
+
+                  `content_filter` if content was omitted due to a flag from our content filters,
+
+                  `tool_calls` if the model called a tool, or `function_call` (deprecated) if the model called
+                  a function.
+                enum:
+                  - stop
+                  - length
+                  - tool_calls
+                  - content_filter
+                  - function_call
+              index:
+                type: integer
+                description: The index of the choice in the list of choices.
+              message:
+                $ref: '#/components/schemas/ChatCompletionResponseMessage'
+              logprobs:
+                anyOf:
+                  - description: Log probability information for the choice.
+                    type: object
+                    properties:
+                      content:
+                        anyOf:
+                          - description: A list of message content tokens with log probability information.
+                            type: array
+                            items:
+                              $ref: '#/components/schemas/ChatCompletionTokenLogprob'
+                          - type: 'null'
+                      refusal:
+                        anyOf:
+                          - description: A list of message refusal tokens with log probability information.
+                            type: array
+                            items:
+                              $ref: '#/components/schemas/ChatCompletionTokenLogprob'
+                          - type: 'null'
+                    required:
+                      - content
+                      - refusal
+                  - type: 'null'
+        created:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the chat completion was created.
+        model:
+          type: string
+          description: The model used for the chat completion.
+        service_tier:
+          $ref: '#/components/schemas/ServiceTier'
+        system_fingerprint:
+          type: string
+          deprecated: true
+          description: >
+            This fingerprint represents the backend configuration that the model runs with.
+
+
+            Can be used in conjunction with the `seed` request parameter to understand when backend changes
+            have been made that might impact determinism.
+        object:
+          type: string
+          description: The object type, which is always `chat.completion`.
+          enum:
+            - chat.completion
+          x-stainless-const: true
+        usage:
+          $ref: '#/components/schemas/CompletionUsage'
+      required:
+        - choices
+        - created
+        - id
+        - model
+        - object
+      x-oaiMeta:
+        name: The chat completion object
+        group: chat
+        example: |
+          {
+            "id": "chatcmpl-B9MHDbslfkBeAs8l4bebGdFOJ6PeG",
+            "object": "chat.completion",
+            "created": 1741570283,
+            "model": "gpt-4o-2024-08-06",
+            "choices": [
+              {
+                "index": 0,
+                "message": {
+                  "role": "assistant",
+                  "content": "The image shows a wooden boardwalk path running through a lush green field or meadow. The sky is bright blue with some scattered clouds, giving the scene a serene and peaceful atmosphere. Trees and shrubs are visible in the background.",
+                  "refusal": null,
+                  "annotations": []
+                },
+                "logprobs": null,
+                "finish_reason": "stop"
+              }
+            ],
+            "usage": {
+              "prompt_tokens": 1117,
+              "completion_tokens": 46,
+              "total_tokens": 1163,
+              "prompt_tokens_details": {
+                "cached_tokens": 0,
+                "audio_tokens": 0
+              },
+              "completion_tokens_details": {
+                "reasoning_tokens": 0,
+                "audio_tokens": 0,
+                "accepted_prediction_tokens": 0,
+                "rejected_prediction_tokens": 0
+              }
+            },
+            "service_tier": "default",
+            "system_fingerprint": "fp_fc9f1d7035"
+          }
+    CreateChatCompletionStreamResponse:
+      type: object
+      description: |
+        Represents a streamed chunk of a chat completion response returned
+        by the model, based on the provided input.
+        [Learn more](https://platform.openai.com/docs/guides/streaming-responses).
+      properties:
+        id:
+          type: string
+          description: A unique identifier for the chat completion. Each chunk has the same ID.
+        choices:
+          type: array
+          description: >
+            A list of chat completion choices. Can contain more than one elements if `n` is greater than 1.
+            Can also be empty for the
+
+            last chunk if you set `stream_options: {"include_usage": true}`.
+          items:
+            type: object
+            required:
+              - delta
+              - finish_reason
+              - index
+            properties:
+              delta:
+                $ref: '#/components/schemas/ChatCompletionStreamResponseDelta'
+              logprobs:
+                description: Log probability information for the choice.
+                type: object
+                nullable: true
+                properties:
+                  content:
+                    description: A list of message content tokens with log probability information.
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/ChatCompletionTokenLogprob'
+                    nullable: true
+                  refusal:
+                    description: A list of message refusal tokens with log probability information.
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/ChatCompletionTokenLogprob'
+                    nullable: true
+                required:
+                  - content
+                  - refusal
+              finish_reason:
+                type: string
+                description: >
+                  The reason the model stopped generating tokens. This will be `stop` if the model hit a
+                  natural stop point or a provided stop sequence,
+
+                  `length` if the maximum number of tokens specified in the request was reached,
+
+                  `content_filter` if content was omitted due to a flag from our content filters,
+
+                  `tool_calls` if the model called a tool, or `function_call` (deprecated) if the model called
+                  a function.
+                enum:
+                  - stop
+                  - length
+                  - tool_calls
+                  - content_filter
+                  - function_call
+                nullable: true
+              index:
+                type: integer
+                description: The index of the choice in the list of choices.
+        created:
+          type: integer
+          description: >-
+            The Unix timestamp (in seconds) of when the chat completion was created. Each chunk has the same
+            timestamp.
+        model:
+          type: string
+          description: The model to generate the completion.
+        service_tier:
+          $ref: '#/components/schemas/ServiceTier'
+        system_fingerprint:
+          type: string
+          deprecated: true
+          description: >
+            This fingerprint represents the backend configuration that the model runs with.
+
+            Can be used in conjunction with the `seed` request parameter to understand when backend changes
+            have been made that might impact determinism.
+        object:
+          type: string
+          description: The object type, which is always `chat.completion.chunk`.
+          enum:
+            - chat.completion.chunk
+          x-stainless-const: true
+        usage:
+          $ref: '#/components/schemas/CompletionUsage'
+          nullable: true
+          description: |
+            An optional field that will only be present when you set
+            `stream_options: {"include_usage": true}` in your request. When present, it
+            contains a null value **except for the last chunk** which contains the
+            token usage statistics for the entire request.
+
+            **NOTE:** If the stream is interrupted or cancelled, you may not
+            receive the final usage chunk which contains the total token usage for
+            the request.
+      required:
+        - choices
+        - created
+        - id
+        - model
+        - object
+      x-oaiMeta:
+        name: The chat completion chunk object
+        group: chat
+        example: >
+          {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+          "system_fingerprint": "fp_44709d6fcb",
+          "choices":[{"index":0,"delta":{"role":"assistant","content":""},"logprobs":null,"finish_reason":null}]}
+
+
+          {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+          "system_fingerprint": "fp_44709d6fcb",
+          "choices":[{"index":0,"delta":{"content":"Hello"},"logprobs":null,"finish_reason":null}]}
+
+
+          ....
+
+
+          {"id":"chatcmpl-123","object":"chat.completion.chunk","created":1694268190,"model":"gpt-4o-mini",
+          "system_fingerprint": "fp_44709d6fcb",
+          "choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}]}
+    CreateCompletionRequest:
+      type: object
+      properties:
+        model:
+          description: >
+            ID of the model to use. You can use the [List
+            models](https://platform.openai.com/docs/api-reference/models/list) API to see all of your
+            available models, or see our [Model overview](https://platform.openai.com/docs/models) for
+            descriptions of them.
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - gpt-3.5-turbo-instruct
+                - davinci-002
+                - babbage-002
+              title: Preset
+          x-oaiTypeLabel: string
+        prompt:
+          description: >
+            The prompt(s) to generate completions for, encoded as a string, array of strings, array of tokens,
+            or array of token arrays.
+
+
+            Note that <|endoftext|> is the document separator that the model sees during training, so if a
+            prompt is not specified the model will generate as if from the beginning of a new document.
+          nullable: true
+          anyOf:
+            - type: string
+              default: ''
+              example: This is a test.
+            - type: array
+              items:
+                type: string
+                default: ''
+                example: This is a test.
+              title: Array of strings
+            - type: array
+              minItems: 1
+              items:
+                type: integer
+              title: Array of tokens
+            - type: array
+              minItems: 1
+              items:
+                type: array
+                minItems: 1
+                items:
+                  type: integer
+              title: Array of token arrays
+        best_of:
+          type: integer
+          default: 1
+          minimum: 0
+          maximum: 20
+          nullable: true
+          description: >
+            Generates `best_of` completions server-side and returns the "best" (the one with the highest log
+            probability per token). Results cannot be streamed.
+
+
+            When used with `n`, `best_of` controls the number of candidate completions and `n` specifies how
+            many to return – `best_of` must be greater than `n`.
+
+
+            **Note:** Because this parameter generates many completions, it can quickly consume your token
+            quota. Use carefully and ensure that you have reasonable settings for `max_tokens` and `stop`.
+        echo:
+          type: boolean
+          default: false
+          nullable: true
+          description: |
+            Echo back the prompt in addition to the completion
+        frequency_penalty:
+          type: number
+          default: 0
+          minimum: -2
+          maximum: 2
+          nullable: true
+          description: >
+            Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency
+            in the text so far, decreasing the model's likelihood to repeat the same line verbatim.
+
+
+            [See more information about frequency and presence
+            penalties.](https://platform.openai.com/docs/guides/text-generation)
+        logit_bias:
+          type: object
+          x-oaiTypeLabel: map
+          default: null
+          nullable: true
+          additionalProperties:
+            type: integer
+          description: >
+            Modify the likelihood of specified tokens appearing in the completion.
+
+
+            Accepts a JSON object that maps tokens (specified by their token ID in the GPT tokenizer) to an
+            associated bias value from -100 to 100. You can use this [tokenizer tool](/tokenizer?view=bpe) to
+            convert text to token IDs. Mathematically, the bias is added to the logits generated by the model
+            prior to sampling. The exact effect will vary per model, but values between -1 and 1 should
+            decrease or increase likelihood of selection; values like -100 or 100 should result in a ban or
+            exclusive selection of the relevant token.
+
+
+            As an example, you can pass `{"50256": -100}` to prevent the <|endoftext|> token from being
+            generated.
+        logprobs:
+          type: integer
+          minimum: 0
+          maximum: 5
+          default: null
+          nullable: true
+          description: >
+            Include the log probabilities on the `logprobs` most likely output tokens, as well the chosen
+            tokens. For example, if `logprobs` is 5, the API will return a list of the 5 most likely tokens.
+            The API will always return the `logprob` of the sampled token, so there may be up to `logprobs+1`
+            elements in the response.
+
+
+            The maximum value for `logprobs` is 5.
+        max_tokens:
+          type: integer
+          minimum: 0
+          default: 16
+          example: 16
+          nullable: true
+          description: >
+            The maximum number of [tokens](/tokenizer) that can be generated in the completion.
+
+
+            The token count of your prompt plus `max_tokens` cannot exceed the model's context length.
+            [Example Python code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) for
+            counting tokens.
+        'n':
+          type: integer
+          minimum: 1
+          maximum: 128
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            How many completions to generate for each prompt.
+
+
+            **Note:** Because this parameter generates many completions, it can quickly consume your token
+            quota. Use carefully and ensure that you have reasonable settings for `max_tokens` and `stop`.
+        presence_penalty:
+          type: number
+          default: 0
+          minimum: -2
+          maximum: 2
+          nullable: true
+          description: >
+            Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in
+            the text so far, increasing the model's likelihood to talk about new topics.
+
+
+            [See more information about frequency and presence
+            penalties.](https://platform.openai.com/docs/guides/text-generation)
+        seed:
+          type: integer
+          format: int64
+          nullable: true
+          description: >
+            If specified, our system will make a best effort to sample deterministically, such that repeated
+            requests with the same `seed` and parameters should return the same result.
+
+
+            Determinism is not guaranteed, and you should refer to the `system_fingerprint` response parameter
+            to monitor changes in the backend.
+        stop:
+          $ref: '#/components/schemas/StopConfiguration'
+        stream:
+          description: >
+            Whether to stream back partial progress. If set, tokens will be sent as data-only [server-sent
+            events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format)
+            as they become available, with the stream terminated by a `data: [DONE]` message. [Example Python
+            code](https://cookbook.openai.com/examples/how_to_stream_completions).
+          type: boolean
+          nullable: true
+          default: false
+        stream_options:
+          $ref: '#/components/schemas/ChatCompletionStreamOptions'
+        suffix:
+          description: |
+            The suffix that comes after a completion of inserted text.
+
+            This parameter is only supported for `gpt-3.5-turbo-instruct`.
+          default: null
+          nullable: true
+          type: string
+          example: test.
+        temperature:
+          type: number
+          minimum: 0
+          maximum: 2
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+            more random, while lower values like 0.2 will make it more focused and deterministic.
+
+
+            We generally recommend altering this or `top_p` but not both.
+        top_p:
+          type: number
+          minimum: 0
+          maximum: 1
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            An alternative to sampling with temperature, called nucleus sampling, where the model considers
+            the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the
+            top 10% probability mass are considered.
+
+
+            We generally recommend altering this or `temperature` but not both.
+        user:
+          type: string
+          example: user-1234
+          description: >
+            A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
+            [Learn more](https://platform.openai.com/docs/guides/safety-best-practices#end-user-ids).
+      required:
+        - model
+        - prompt
+    CreateCompletionResponse:
+      type: object
+      description: >
+        Represents a completion response from the API. Note: both the streamed and non-streamed response
+        objects share the same shape (unlike the chat endpoint).
+      properties:
+        id:
+          type: string
+          description: A unique identifier for the completion.
+        choices:
+          type: array
+          description: The list of completion choices the model generated for the input prompt.
+          items:
+            type: object
+            required:
+              - finish_reason
+              - index
+              - logprobs
+              - text
+            properties:
+              finish_reason:
+                type: string
+                description: >
+                  The reason the model stopped generating tokens. This will be `stop` if the model hit a
+                  natural stop point or a provided stop sequence,
+
+                  `length` if the maximum number of tokens specified in the request was reached,
+
+                  or `content_filter` if content was omitted due to a flag from our content filters.
+                enum:
+                  - stop
+                  - length
+                  - content_filter
+              index:
+                type: integer
+              logprobs:
+                anyOf:
+                  - type: object
+                    properties:
+                      text_offset:
+                        type: array
+                        items:
+                          type: integer
+                      token_logprobs:
+                        type: array
+                        items:
+                          type: number
+                      tokens:
+                        type: array
+                        items:
+                          type: string
+                      top_logprobs:
+                        type: array
+                        items:
+                          type: object
+                          additionalProperties:
+                            type: number
+                  - type: 'null'
+              text:
+                type: string
+        created:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the completion was created.
+        model:
+          type: string
+          description: The model used for completion.
+        system_fingerprint:
+          type: string
+          description: >
+            This fingerprint represents the backend configuration that the model runs with.
+
+
+            Can be used in conjunction with the `seed` request parameter to understand when backend changes
+            have been made that might impact determinism.
+        object:
+          type: string
+          description: The object type, which is always "text_completion"
+          enum:
+            - text_completion
+          x-stainless-const: true
+        usage:
+          $ref: '#/components/schemas/CompletionUsage'
+      required:
+        - id
+        - object
+        - created
+        - model
+        - choices
+      x-oaiMeta:
+        name: The completion object
+        legacy: true
+        example: |
+          {
+            "id": "cmpl-uqkvlQyYK7bGYrRHQ0eXlWi7",
+            "object": "text_completion",
+            "created": 1589478378,
+            "model": "gpt-4-turbo",
+            "choices": [
+              {
+                "text": "\n\nThis is indeed a test",
+                "index": 0,
+                "logprobs": null,
+                "finish_reason": "length"
+              }
+            ],
+            "usage": {
+              "prompt_tokens": 5,
+              "completion_tokens": 7,
+              "total_tokens": 12
+            }
+          }
+    CreateContainerBody:
+      type: object
+      properties:
+        name:
+          type: string
+          description: Name of the container to create.
+        file_ids:
+          type: array
+          description: IDs of files to copy to the container.
+          items:
+            type: string
+        expires_after:
+          type: object
+          description: Container expiration time in seconds relative to the 'anchor' time.
+          properties:
+            anchor:
+              type: string
+              enum:
+                - last_active_at
+              description: Time anchor for the expiration time. Currently only 'last_active_at' is supported.
+            minutes:
+              type: integer
+          required:
+            - anchor
+            - minutes
+      required:
+        - name
+    CreateContainerFileBody:
+      type: object
+      properties:
+        file_id:
+          type: string
+          description: Name of the file to create.
+        file:
+          description: |
+            The File object (not file name) to be uploaded.
+          type: string
+          format: binary
+      required: []
+    CreateEmbeddingRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        input:
+          description: >
+            Input text to embed, encoded as a string or array of tokens. To embed multiple inputs in a single
+            request, pass an array of strings or array of token arrays. The input must not exceed the max
+            input tokens for the model (8192 tokens for all embedding models), cannot be an empty string, and
+            any array must be 2048 dimensions or less. [Example Python
+            code](https://cookbook.openai.com/examples/how_to_count_tokens_with_tiktoken) for counting tokens.
+            In addition to the per-input token limit, all embedding  models enforce a maximum of 300,000
+            tokens summed across all inputs in a  single request.
+          example: The quick brown fox jumped over the lazy dog
+          anyOf:
+            - type: string
+              title: string
+              description: The string that will be turned into an embedding.
+              default: ''
+              example: This is a test.
+            - type: array
+              title: Array of strings
+              description: The array of strings that will be turned into an embedding.
+              minItems: 1
+              maxItems: 2048
+              items:
+                type: string
+                default: ''
+                example: '[''This is a test.'']'
+            - type: array
+              title: Array of tokens
+              description: The array of integers that will be turned into an embedding.
+              minItems: 1
+              maxItems: 2048
+              items:
+                type: integer
+            - type: array
+              title: Array of token arrays
+              description: The array of arrays containing integers that will be turned into an embedding.
+              minItems: 1
+              maxItems: 2048
+              items:
+                type: array
+                minItems: 1
+                items:
+                  type: integer
+        model:
+          description: >
+            ID of the model to use. You can use the [List
+            models](https://platform.openai.com/docs/api-reference/models/list) API to see all of your
+            available models, or see our [Model overview](https://platform.openai.com/docs/models) for
+            descriptions of them.
+          example: text-embedding-3-small
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - text-embedding-ada-002
+                - text-embedding-3-small
+                - text-embedding-3-large
+              x-stainless-nominal: false
+          x-oaiTypeLabel: string
+        encoding_format:
+          description: >-
+            The format to return the embeddings in. Can be either `float` or
+            [`base64`](https://pypi.org/project/pybase64/).
+          example: float
+          default: float
+          type: string
+          enum:
+            - float
+            - base64
+        dimensions:
+          description: >
+            The number of dimensions the resulting output embeddings should have. Only supported in
+            `text-embedding-3` and later models.
+          type: integer
+          minimum: 1
+        user:
+          type: string
+          example: user-1234
+          description: >
+            A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
+            [Learn more](https://platform.openai.com/docs/guides/safety-best-practices#end-user-ids).
+      required:
+        - model
+        - input
+    CreateEmbeddingResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          description: The list of embeddings generated by the model.
+          items:
+            $ref: '#/components/schemas/Embedding'
+        model:
+          type: string
+          description: The name of the model used to generate the embedding.
+        object:
+          type: string
+          description: The object type, which is always "list".
+          enum:
+            - list
+          x-stainless-const: true
+        usage:
+          type: object
+          description: The usage information for the request.
+          properties:
+            prompt_tokens:
+              type: integer
+              description: The number of tokens used by the prompt.
+            total_tokens:
+              type: integer
+              description: The total number of tokens used by the request.
+          required:
+            - prompt_tokens
+            - total_tokens
+      required:
+        - object
+        - model
+        - data
+        - usage
+    CreateEvalCompletionsRunDataSource:
+      type: object
+      title: CompletionsRunDataSource
+      description: |
+        A CompletionsRunDataSource object describing a model sampling configuration.
+      properties:
+        type:
+          type: string
+          enum:
+            - completions
+          default: completions
+          description: The type of run data source. Always `completions`.
+        input_messages:
+          description: >-
+            Used when sampling from a model. Dictates the structure of the messages passed into the model. Can
+            either be a reference to a prebuilt trajectory (ie, `item.input_trajectory`), or a template with
+            variable references to the `item` namespace.
+          anyOf:
+            - type: object
+              title: TemplateInputMessages
+              properties:
+                type:
+                  type: string
+                  enum:
+                    - template
+                  description: The type of input messages. Always `template`.
+                template:
+                  type: array
+                  description: >-
+                    A list of chat messages forming the prompt or context. May include variable references to
+                    the `item` namespace, ie {{item.name}}.
+                  items:
+                    anyOf:
+                      - $ref: '#/components/schemas/EasyInputMessage'
+                      - $ref: '#/components/schemas/EvalItem'
+              required:
+                - type
+                - template
+            - type: object
+              title: ItemReferenceInputMessages
+              properties:
+                type:
+                  type: string
+                  enum:
+                    - item_reference
+                  description: The type of input messages. Always `item_reference`.
+                item_reference:
+                  type: string
+                  description: A reference to a variable in the `item` namespace. Ie, "item.input_trajectory"
+              required:
+                - type
+                - item_reference
+          discriminator:
+            propertyName: type
+        sampling_params:
+          type: object
+          properties:
+            reasoning_effort:
+              $ref: '#/components/schemas/ReasoningEffort'
+            temperature:
+              type: number
+              description: A higher temperature increases randomness in the outputs.
+              default: 1
+            max_completion_tokens:
+              type: integer
+              description: The maximum number of tokens in the generated output.
+            top_p:
+              type: number
+              description: An alternative to temperature for nucleus sampling; 1.0 includes all tokens.
+              default: 1
+            seed:
+              type: integer
+              description: A seed value to initialize the randomness, during sampling.
+              default: 42
+            response_format:
+              description: |
+                An object specifying the format that the model must output.
+
+                Setting to `{ "type": "json_schema", "json_schema": {...} }` enables
+                Structured Outputs which ensures the model will match your supplied JSON
+                schema. Learn more in the [Structured Outputs
+                guide](https://platform.openai.com/docs/guides/structured-outputs).
+
+                Setting to `{ "type": "json_object" }` enables the older JSON mode, which
+                ensures the message the model generates is valid JSON. Using `json_schema`
+                is preferred for models that support it.
+              anyOf:
+                - $ref: '#/components/schemas/ResponseFormatText'
+                - $ref: '#/components/schemas/ResponseFormatJsonSchema'
+                - $ref: '#/components/schemas/ResponseFormatJsonObject'
+            tools:
+              type: array
+              description: >
+                A list of tools the model may call. Currently, only functions are supported as a tool. Use
+                this to provide a list of functions the model may generate JSON inputs for. A max of 128
+                functions are supported.
+              items:
+                $ref: '#/components/schemas/ChatCompletionTool'
+        model:
+          type: string
+          description: The name of the model to use for generating completions (e.g. "o3-mini").
+        source:
+          description: Determines what populates the `item` namespace in this run's data source.
+          anyOf:
+            - $ref: '#/components/schemas/EvalJsonlFileContentSource'
+            - $ref: '#/components/schemas/EvalJsonlFileIdSource'
+            - $ref: '#/components/schemas/EvalStoredCompletionsSource'
+          discriminator:
+            propertyName: type
+      required:
+        - type
+        - source
+      x-oaiMeta:
+        name: The completions data source object used to configure an individual run
+        group: eval runs
+        example: |
+          {
+            "name": "gpt-4o-mini-2024-07-18",
+            "data_source": {
+              "type": "completions",
+              "input_messages": {
+                "type": "item_reference",
+                "item_reference": "item.input"
+              },
+              "model": "gpt-4o-mini-2024-07-18",
+              "source": {
+                "type": "stored_completions",
+                "model": "gpt-4o-mini-2024-07-18"
+              }
+            }
+          }
+    CreateEvalCustomDataSourceConfig:
+      type: object
+      title: CustomDataSourceConfig
+      description: >
+        A CustomDataSourceConfig object that defines the schema for the data source used for the evaluation
+        runs.
+
+        This schema is used to define the shape of the data that will be:
+
+        - Used to define your testing criteria and
+
+        - What data is required when creating a run
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          default: custom
+          description: The type of data source. Always `custom`.
+          x-stainless-const: true
+        item_schema:
+          type: object
+          description: The json schema for each row in the data source.
+          additionalProperties: true
+        include_sample_schema:
+          type: boolean
+          default: false
+          description: >-
+            Whether the eval should expect you to populate the sample namespace (ie, by generating responses
+            off of your data source)
+      required:
+        - item_schema
+        - type
+      x-oaiMeta:
+        name: The eval file data source config object
+        group: evals
+        example: |
+          {
+            "type": "custom",
+            "item_schema": {
+              "type": "object",
+              "properties": {
+                "name": {"type": "string"},
+                "age": {"type": "integer"}
+              },
+              "required": ["name", "age"]
+            },
+            "include_sample_schema": true
+          }
+    CreateEvalItem:
+      title: CreateEvalItem
+      description: >-
+        A chat message that makes up the prompt or context. May include variable references to the `item`
+        namespace, ie {{item.name}}.
+      type: object
+      x-oaiMeta:
+        name: The chat message object used to configure an individual run
+      anyOf:
+        - type: object
+          title: SimpleInputMessage
+          properties:
+            role:
+              type: string
+              description: The role of the message (e.g. "system", "assistant", "user").
+            content:
+              type: string
+              description: The content of the message.
+          required:
+            - role
+            - content
+        - $ref: '#/components/schemas/EvalItem'
+    CreateEvalJsonlRunDataSource:
+      type: object
+      title: JsonlRunDataSource
+      description: |
+        A JsonlRunDataSource object with that specifies a JSONL file that matches the eval
+      properties:
+        type:
+          type: string
+          enum:
+            - jsonl
+          default: jsonl
+          description: The type of data source. Always `jsonl`.
+          x-stainless-const: true
+        source:
+          description: Determines what populates the `item` namespace in the data source.
+          anyOf:
+            - $ref: '#/components/schemas/EvalJsonlFileContentSource'
+            - $ref: '#/components/schemas/EvalJsonlFileIdSource'
+          discriminator:
+            propertyName: type
+      required:
+        - type
+        - source
+      x-oaiMeta:
+        name: The file data source object for the eval run configuration
+        group: evals
+        example: |
+          {
+           "type": "jsonl",
+           "source": {
+             "type": "file_id",
+             "id": "file-9GYS6xbkWgWhmE7VoLUWFg"
+           }
+          }
+    CreateEvalLabelModelGrader:
+      type: object
+      title: LabelModelGrader
+      description: |
+        A LabelModelGrader object which uses a model to assign labels to each item
+        in the evaluation.
+      properties:
+        type:
+          description: The object type, which is always `label_model`.
+          type: string
+          enum:
+            - label_model
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        model:
+          type: string
+          description: The model to use for the evaluation. Must support structured outputs.
+        input:
+          type: array
+          description: >-
+            A list of chat messages forming the prompt or context. May include variable references to the
+            `item` namespace, ie {{item.name}}.
+          items:
+            $ref: '#/components/schemas/CreateEvalItem'
+        labels:
+          type: array
+          items:
+            type: string
+          description: The labels to classify to each item in the evaluation.
+        passing_labels:
+          type: array
+          items:
+            type: string
+          description: The labels that indicate a passing result. Must be a subset of labels.
+      required:
+        - type
+        - model
+        - input
+        - passing_labels
+        - labels
+        - name
+      x-oaiMeta:
+        name: The eval label model grader object
+        group: evals
+        example: |
+          {
+            "type": "label_model",
+            "model": "gpt-4o-2024-08-06",
+            "input": [
+              {
+                "role": "system",
+                "content": "Classify the sentiment of the following statement as one of 'positive', 'neutral', or 'negative'"
+              },
+              {
+                "role": "user",
+                "content": "Statement: {{item.response}}"
+              }
+            ],
+            "passing_labels": ["positive"],
+            "labels": ["positive", "neutral", "negative"],
+            "name": "Sentiment label grader"
+          }
+    CreateEvalLogsDataSourceConfig:
+      type: object
+      title: LogsDataSourceConfig
+      description: |
+        A data source config which specifies the metadata property of your logs query.
+        This is usually metadata like `usecase=chatbot` or `prompt-version=v2`, etc.
+      properties:
+        type:
+          type: string
+          enum:
+            - logs
+          default: logs
+          description: The type of data source. Always `logs`.
+          x-stainless-const: true
+        metadata:
+          type: object
+          description: Metadata filters for the logs data source.
+          additionalProperties: true
+      required:
+        - type
+      x-oaiMeta:
+        name: The logs data source object for evals
+        group: evals
+        example: |
+          {
+            "type": "logs",
+            "metadata": {
+              "use_case": "customer_support_agent"
+            }
+          }
+    CreateEvalRequest:
+      type: object
+      title: CreateEvalRequest
+      properties:
+        name:
+          type: string
+          description: The name of the evaluation.
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        data_source_config:
+          type: object
+          description: >-
+            The configuration for the data source used for the evaluation runs. Dictates the schema of the
+            data used in the evaluation.
+          anyOf:
+            - $ref: '#/components/schemas/CreateEvalCustomDataSourceConfig'
+            - $ref: '#/components/schemas/CreateEvalLogsDataSourceConfig'
+            - $ref: '#/components/schemas/CreateEvalStoredCompletionsDataSourceConfig'
+          discriminator:
+            propertyName: type
+        testing_criteria:
+          type: array
+          description: >-
+            A list of graders for all eval runs in this group. Graders can reference variables in the data
+            source using double curly braces notation, like `{{item.variable_name}}`. To reference the model's
+            output, use the `sample` namespace (ie, `{{sample.output_text}}`).
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/CreateEvalLabelModelGrader'
+              - $ref: '#/components/schemas/EvalGraderStringCheck'
+              - $ref: '#/components/schemas/EvalGraderTextSimilarity'
+              - $ref: '#/components/schemas/EvalGraderPython'
+              - $ref: '#/components/schemas/EvalGraderScoreModel'
+            discriminator:
+              propertyName: type
+      required:
+        - data_source_config
+        - testing_criteria
+    CreateEvalResponsesRunDataSource:
+      type: object
+      title: CreateEvalResponsesRunDataSource
+      description: |
+        A ResponsesRunDataSource object describing a model sampling configuration.
+      properties:
+        type:
+          type: string
+          enum:
+            - responses
+          default: responses
+          description: The type of run data source. Always `responses`.
+        input_messages:
+          description: >-
+            Used when sampling from a model. Dictates the structure of the messages passed into the model. Can
+            either be a reference to a prebuilt trajectory (ie, `item.input_trajectory`), or a template with
+            variable references to the `item` namespace.
+          anyOf:
+            - type: object
+              title: InputMessagesTemplate
+              properties:
+                type:
+                  type: string
+                  enum:
+                    - template
+                  description: The type of input messages. Always `template`.
+                template:
+                  type: array
+                  description: >-
+                    A list of chat messages forming the prompt or context. May include variable references to
+                    the `item` namespace, ie {{item.name}}.
+                  items:
+                    anyOf:
+                      - type: object
+                        title: ChatMessage
+                        properties:
+                          role:
+                            type: string
+                            description: The role of the message (e.g. "system", "assistant", "user").
+                          content:
+                            type: string
+                            description: The content of the message.
+                        required:
+                          - role
+                          - content
+                      - $ref: '#/components/schemas/EvalItem'
+              required:
+                - type
+                - template
+            - type: object
+              title: InputMessagesItemReference
+              properties:
+                type:
+                  type: string
+                  enum:
+                    - item_reference
+                  description: The type of input messages. Always `item_reference`.
+                item_reference:
+                  type: string
+                  description: A reference to a variable in the `item` namespace. Ie, "item.name"
+              required:
+                - type
+                - item_reference
+          discriminator:
+            propertyName: type
+        sampling_params:
+          type: object
+          properties:
+            reasoning_effort:
+              $ref: '#/components/schemas/ReasoningEffort'
+            temperature:
+              type: number
+              description: A higher temperature increases randomness in the outputs.
+              default: 1
+            max_completion_tokens:
+              type: integer
+              description: The maximum number of tokens in the generated output.
+            top_p:
+              type: number
+              description: An alternative to temperature for nucleus sampling; 1.0 includes all tokens.
+              default: 1
+            seed:
+              type: integer
+              description: A seed value to initialize the randomness, during sampling.
+              default: 42
+            tools:
+              type: array
+              description: |
+                An array of tools the model may call while generating a response. You
+                can specify which tool to use by setting the `tool_choice` parameter.
+
+                The two categories of tools you can provide the model are:
+
+                - **Built-in tools**: Tools that are provided by OpenAI that extend the
+                  model's capabilities, like [web search](https://platform.openai.com/docs/guides/tools-web-search)
+                  or [file search](https://platform.openai.com/docs/guides/tools-file-search). Learn more about
+                  [built-in tools](https://platform.openai.com/docs/guides/tools).
+                - **Function calls (custom tools)**: Functions that are defined by you,
+                  enabling the model to call your own code. Learn more about
+                  [function calling](https://platform.openai.com/docs/guides/function-calling).
+              items:
+                $ref: '#/components/schemas/Tool'
+            text:
+              type: object
+              description: |
+                Configuration options for a text response from the model. Can be plain
+                text or structured JSON data. Learn more:
+                - [Text inputs and outputs](https://platform.openai.com/docs/guides/text)
+                - [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs)
+              properties:
+                format:
+                  $ref: '#/components/schemas/TextResponseFormatConfiguration'
+        model:
+          type: string
+          description: The name of the model to use for generating completions (e.g. "o3-mini").
+        source:
+          description: Determines what populates the `item` namespace in this run's data source.
+          anyOf:
+            - $ref: '#/components/schemas/EvalJsonlFileContentSource'
+            - $ref: '#/components/schemas/EvalJsonlFileIdSource'
+            - $ref: '#/components/schemas/EvalResponsesSource'
+          discriminator:
+            propertyName: type
+      required:
+        - type
+        - source
+      x-oaiMeta:
+        name: The completions data source object used to configure an individual run
+        group: eval runs
+        example: |
+          {
+            "name": "gpt-4o-mini-2024-07-18",
+            "data_source": {
+              "type": "responses",
+              "input_messages": {
+                "type": "item_reference",
+                "item_reference": "item.input"
+              },
+              "model": "gpt-4o-mini-2024-07-18",
+              "source": {
+                "type": "responses",
+                "model": "gpt-4o-mini-2024-07-18"
+              }
+            }
+          }
+    CreateEvalRunRequest:
+      type: object
+      title: CreateEvalRunRequest
+      properties:
+        name:
+          type: string
+          description: The name of the run.
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        data_source:
+          type: object
+          description: Details about the run's data source.
+          anyOf:
+            - $ref: '#/components/schemas/CreateEvalJsonlRunDataSource'
+            - $ref: '#/components/schemas/CreateEvalCompletionsRunDataSource'
+            - $ref: '#/components/schemas/CreateEvalResponsesRunDataSource'
+      required:
+        - data_source
+    CreateEvalStoredCompletionsDataSourceConfig:
+      type: object
+      title: StoredCompletionsDataSourceConfig
+      description: |
+        Deprecated in favor of LogsDataSourceConfig.
+      properties:
+        type:
+          type: string
+          enum:
+            - stored_completions
+          default: stored_completions
+          description: The type of data source. Always `stored_completions`.
+          x-stainless-const: true
+        metadata:
+          type: object
+          description: Metadata filters for the stored completions data source.
+          additionalProperties: true
+      required:
+        - type
+      deprecated: true
+      x-oaiMeta:
+        name: The stored completions data source object for evals
+        group: evals
+        example: |
+          {
+            "type": "stored_completions",
+            "metadata": {
+              "use_case": "customer_support_agent"
+            }
+          }
+    CreateFileRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file:
+          description: |
+            The File object (not file name) to be uploaded.
+          type: string
+          format: binary
+          x-oaiMeta:
+            exampleFilePath: fine-tune.jsonl
+        purpose:
+          $ref: '#/components/schemas/FilePurpose'
+        expires_after:
+          $ref: '#/components/schemas/FileExpirationAfter'
+      required:
+        - file
+        - purpose
+    CreateFineTuningCheckpointPermissionRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        project_ids:
+          type: array
+          description: The project identifiers to grant access to.
+          items:
+            type: string
+      required:
+        - project_ids
+    CreateFineTuningJobRequest:
+      type: object
+      properties:
+        model:
+          description: >
+            The name of the model to fine-tune. You can select one of the
+
+            [supported
+            models](https://platform.openai.com/docs/guides/fine-tuning#which-models-can-be-fine-tuned).
+          example: gpt-4o-mini
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - babbage-002
+                - davinci-002
+                - gpt-3.5-turbo
+                - gpt-4o-mini
+              title: Preset
+          x-oaiTypeLabel: string
+        training_file:
+          description: >
+            The ID of an uploaded file that contains training data.
+
+
+            See [upload file](https://platform.openai.com/docs/api-reference/files/create) for how to upload a
+            file.
+
+
+            Your dataset must be formatted as a JSONL file. Additionally, you must upload your file with the
+            purpose `fine-tune`.
+
+
+            The contents of the file should differ depending on if the model uses the
+            [chat](https://platform.openai.com/docs/api-reference/fine-tuning/chat-input),
+            [completions](https://platform.openai.com/docs/api-reference/fine-tuning/completions-input)
+            format, or if the fine-tuning method uses the
+            [preference](https://platform.openai.com/docs/api-reference/fine-tuning/preference-input) format.
+
+
+            See the [fine-tuning guide](https://platform.openai.com/docs/guides/model-optimization) for more
+            details.
+          type: string
+          example: file-abc123
+        hyperparameters:
+          type: object
+          description: >
+            The hyperparameters used for the fine-tuning job.
+
+            This value is now deprecated in favor of `method`, and should be passed in under the `method`
+            parameter.
+          properties:
+            batch_size:
+              description: |
+                Number of examples in each batch. A larger batch size means that model parameters
+                are updated less frequently, but with lower variance.
+              default: auto
+              anyOf:
+                - type: string
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                  title: Auto
+                - type: integer
+                  minimum: 1
+                  maximum: 256
+            learning_rate_multiplier:
+              description: |
+                Scaling factor for the learning rate. A smaller learning rate may be useful to avoid
+                overfitting.
+              anyOf:
+                - type: string
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                  title: Auto
+                - type: number
+                  minimum: 0
+                  exclusiveMinimum: true
+            n_epochs:
+              description: |
+                The number of epochs to train the model for. An epoch refers to one full cycle
+                through the training dataset.
+              default: auto
+              anyOf:
+                - type: string
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                  title: Auto
+                - type: integer
+                  minimum: 1
+                  maximum: 50
+          deprecated: true
+        suffix:
+          description: >
+            A string of up to 64 characters that will be added to your fine-tuned model name.
+
+
+            For example, a `suffix` of "custom-model-name" would produce a model name like
+            `ft:gpt-4o-mini:openai:custom-model-name:7p4lURel`.
+          type: string
+          minLength: 1
+          maxLength: 64
+          default: null
+          nullable: true
+        validation_file:
+          description: >
+            The ID of an uploaded file that contains validation data.
+
+
+            If you provide this file, the data is used to generate validation
+
+            metrics periodically during fine-tuning. These metrics can be viewed in
+
+            the fine-tuning results file.
+
+            The same data should not be present in both train and validation files.
+
+
+            Your dataset must be formatted as a JSONL file. You must upload your file with the purpose
+            `fine-tune`.
+
+
+            See the [fine-tuning guide](https://platform.openai.com/docs/guides/model-optimization) for more
+            details.
+          type: string
+          nullable: true
+          example: file-abc123
+        integrations:
+          type: array
+          description: A list of integrations to enable for your fine-tuning job.
+          nullable: true
+          items:
+            type: object
+            required:
+              - type
+              - wandb
+            properties:
+              type:
+                description: >
+                  The type of integration to enable. Currently, only "wandb" (Weights and Biases) is
+                  supported.
+                anyOf:
+                  - type: string
+                    enum:
+                      - wandb
+                    x-stainless-const: true
+              wandb:
+                type: object
+                description: >
+                  The settings for your integration with Weights and Biases. This payload specifies the
+                  project that
+
+                  metrics will be sent to. Optionally, you can set an explicit display name for your run, add
+                  tags
+
+                  to your run, and set a default entity (team, username, etc) to be associated with your run.
+                required:
+                  - project
+                properties:
+                  project:
+                    description: |
+                      The name of the project that the new run will be created under.
+                    type: string
+                    example: my-wandb-project
+                  name:
+                    description: |
+                      A display name to set for the run. If not set, we will use the Job ID as the name.
+                    nullable: true
+                    type: string
+                  entity:
+                    description: >
+                      The entity to use for the run. This allows you to set the team or username of the WandB
+                      user that you would
+
+                      like associated with the run. If not set, the default entity for the registered WandB
+                      API key is used.
+                    nullable: true
+                    type: string
+                  tags:
+                    description: >
+                      A list of tags to be attached to the newly created run. These tags are passed through
+                      directly to WandB. Some
+
+                      default tags are generated by OpenAI: "openai/finetune", "openai/{base-model}",
+                      "openai/{ftjob-abcdef}".
+                    type: array
+                    items:
+                      type: string
+                      example: custom-tag
+        seed:
+          description: >
+            The seed controls the reproducibility of the job. Passing in the same seed and job parameters
+            should produce the same results, but may differ in rare cases.
+
+            If a seed is not specified, one will be generated for you.
+          type: integer
+          nullable: true
+          minimum: 0
+          maximum: 2147483647
+          example: 42
+        method:
+          $ref: '#/components/schemas/FineTuneMethod'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - model
+        - training_file
+    CreateImageEditRequest:
+      type: object
+      properties:
+        image:
+          anyOf:
+            - type: string
+              format: binary
+            - type: array
+              maxItems: 16
+              items:
+                type: string
+                format: binary
+          description: |
+            The image(s) to edit. Must be a supported image file or an array of images.
+
+            For `gpt-image-1`, each image should be a `png`, `webp`, or `jpg` file less
+            than 50MB. You can provide up to 16 images.
+
+            For `dall-e-2`, you can only provide one image, and it should be a square
+            `png` file less than 4MB.
+          x-oaiMeta:
+            exampleFilePath: otter.png
+        prompt:
+          description: >-
+            A text description of the desired image(s). The maximum length is 1000 characters for `dall-e-2`,
+            and 32000 characters for `gpt-image-1`.
+          type: string
+          example: A cute baby sea otter wearing a beret
+        mask:
+          description: >-
+            An additional image whose fully transparent areas (e.g. where alpha is zero) indicate where
+            `image` should be edited. If there are multiple images provided, the mask will be applied on the
+            first image. Must be a valid PNG file, less than 4MB, and have the same dimensions as `image`.
+          type: string
+          format: binary
+          x-oaiMeta:
+            exampleFilePath: mask.png
+        background:
+          type: string
+          enum:
+            - transparent
+            - opaque
+            - auto
+          default: auto
+          example: transparent
+          nullable: true
+          description: |
+            Allows to set transparency for the background of the generated image(s).
+            This parameter is only supported for `gpt-image-1`. Must be one of
+            `transparent`, `opaque` or `auto` (default value). When `auto` is used, the
+            model will automatically determine the best background for the image.
+
+            If `transparent`, the output format needs to support transparency, so it
+            should be set to either `png` (default value) or `webp`.
+        model:
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - dall-e-2
+                - gpt-image-1
+                - gpt-image-1-mini
+              x-stainless-const: true
+          x-oaiTypeLabel: string
+          nullable: true
+          description: >-
+            The model to use for image generation. Only `dall-e-2` and `gpt-image-1` are supported. Defaults
+            to `dall-e-2` unless a parameter specific to `gpt-image-1` is used.
+        'n':
+          type: integer
+          minimum: 1
+          maximum: 10
+          default: 1
+          example: 1
+          nullable: true
+          description: The number of images to generate. Must be between 1 and 10.
+        size:
+          type: string
+          enum:
+            - 256x256
+            - 512x512
+            - 1024x1024
+            - 1536x1024
+            - 1024x1536
+            - auto
+          default: 1024x1024
+          example: 1024x1024
+          nullable: true
+          description: >-
+            The size of the generated images. Must be one of `1024x1024`, `1536x1024` (landscape), `1024x1536`
+            (portrait), or `auto` (default value) for `gpt-image-1`, and one of `256x256`, `512x512`, or
+            `1024x1024` for `dall-e-2`.
+        response_format:
+          type: string
+          enum:
+            - url
+            - b64_json
+          default: url
+          example: url
+          nullable: true
+          description: >-
+            The format in which the generated images are returned. Must be one of `url` or `b64_json`. URLs
+            are only valid for 60 minutes after the image has been generated. This parameter is only supported
+            for `dall-e-2`, as `gpt-image-1` will always return base64-encoded images.
+        output_format:
+          type: string
+          enum:
+            - png
+            - jpeg
+            - webp
+          default: png
+          example: png
+          nullable: true
+          description: |
+            The format in which the generated images are returned. This parameter is
+            only supported for `gpt-image-1`. Must be one of `png`, `jpeg`, or `webp`.
+            The default value is `png`.
+        output_compression:
+          type: integer
+          default: 100
+          example: 100
+          nullable: true
+          description: |
+            The compression level (0-100%) for the generated images. This parameter
+            is only supported for `gpt-image-1` with the `webp` or `jpeg` output
+            formats, and defaults to 100.
+        user:
+          type: string
+          example: user-1234
+          description: >
+            A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
+            [Learn more](https://platform.openai.com/docs/guides/safety-best-practices#end-user-ids).
+        input_fidelity:
+          anyOf:
+            - $ref: '#/components/schemas/InputFidelity'
+            - type: 'null'
+        stream:
+          type: boolean
+          default: false
+          example: false
+          nullable: true
+          description: >
+            Edit the image in streaming mode. Defaults to `false`. See the
+
+            [Image generation guide](https://platform.openai.com/docs/guides/image-generation) for more
+            information.
+        partial_images:
+          $ref: '#/components/schemas/PartialImages'
+        quality:
+          type: string
+          enum:
+            - standard
+            - low
+            - medium
+            - high
+            - auto
+          default: auto
+          example: high
+          nullable: true
+          description: >
+            The quality of the image that will be generated. `high`, `medium` and `low` are only supported for
+            `gpt-image-1`. `dall-e-2` only supports `standard` quality. Defaults to `auto`.
+      required:
+        - prompt
+        - image
+    CreateImageRequest:
+      type: object
+      properties:
+        prompt:
+          description: >-
+            A text description of the desired image(s). The maximum length is 32000 characters for
+            `gpt-image-1`, 1000 characters for `dall-e-2` and 4000 characters for `dall-e-3`.
+          type: string
+          example: A cute baby sea otter
+        model:
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - dall-e-2
+                - dall-e-3
+                - gpt-image-1
+                - gpt-image-1-mini
+              x-stainless-nominal: false
+          x-oaiTypeLabel: string
+          nullable: true
+          description: >-
+            The model to use for image generation. One of `dall-e-2`, `dall-e-3`, or `gpt-image-1`. Defaults
+            to `dall-e-2` unless a parameter specific to `gpt-image-1` is used.
+        'n':
+          type: integer
+          minimum: 1
+          maximum: 10
+          default: 1
+          example: 1
+          nullable: true
+          description: >-
+            The number of images to generate. Must be between 1 and 10. For `dall-e-3`, only `n=1` is
+            supported.
+        quality:
+          type: string
+          enum:
+            - standard
+            - hd
+            - low
+            - medium
+            - high
+            - auto
+          default: auto
+          example: medium
+          nullable: true
+          description: |
+            The quality of the image that will be generated.
+
+            - `auto` (default value) will automatically select the best quality for the given model.
+            - `high`, `medium` and `low` are supported for `gpt-image-1`.
+            - `hd` and `standard` are supported for `dall-e-3`.
+            - `standard` is the only option for `dall-e-2`.
+        response_format:
+          type: string
+          enum:
+            - url
+            - b64_json
+          default: url
+          example: url
+          nullable: true
+          description: >-
+            The format in which generated images with `dall-e-2` and `dall-e-3` are returned. Must be one of
+            `url` or `b64_json`. URLs are only valid for 60 minutes after the image has been generated. This
+            parameter isn't supported for `gpt-image-1` which will always return base64-encoded images.
+        output_format:
+          type: string
+          enum:
+            - png
+            - jpeg
+            - webp
+          default: png
+          example: png
+          nullable: true
+          description: >-
+            The format in which the generated images are returned. This parameter is only supported for
+            `gpt-image-1`. Must be one of `png`, `jpeg`, or `webp`.
+        output_compression:
+          type: integer
+          default: 100
+          example: 100
+          nullable: true
+          description: >-
+            The compression level (0-100%) for the generated images. This parameter is only supported for
+            `gpt-image-1` with the `webp` or `jpeg` output formats, and defaults to 100.
+        stream:
+          type: boolean
+          default: false
+          example: false
+          nullable: true
+          description: >
+            Generate the image in streaming mode. Defaults to `false`. See the
+
+            [Image generation guide](https://platform.openai.com/docs/guides/image-generation) for more
+            information.
+
+            This parameter is only supported for `gpt-image-1`.
+        partial_images:
+          $ref: '#/components/schemas/PartialImages'
+        size:
+          type: string
+          enum:
+            - auto
+            - 1024x1024
+            - 1536x1024
+            - 1024x1536
+            - 256x256
+            - 512x512
+            - 1792x1024
+            - 1024x1792
+          default: auto
+          example: 1024x1024
+          nullable: true
+          description: >-
+            The size of the generated images. Must be one of `1024x1024`, `1536x1024` (landscape), `1024x1536`
+            (portrait), or `auto` (default value) for `gpt-image-1`, one of `256x256`, `512x512`, or
+            `1024x1024` for `dall-e-2`, and one of `1024x1024`, `1792x1024`, or `1024x1792` for `dall-e-3`.
+        moderation:
+          type: string
+          enum:
+            - low
+            - auto
+          default: auto
+          example: low
+          nullable: true
+          description: >-
+            Control the content-moderation level for images generated by `gpt-image-1`. Must be either `low`
+            for less restrictive filtering or `auto` (default value).
+        background:
+          type: string
+          enum:
+            - transparent
+            - opaque
+            - auto
+          default: auto
+          example: transparent
+          nullable: true
+          description: |
+            Allows to set transparency for the background of the generated image(s).
+            This parameter is only supported for `gpt-image-1`. Must be one of
+            `transparent`, `opaque` or `auto` (default value). When `auto` is used, the
+            model will automatically determine the best background for the image.
+
+            If `transparent`, the output format needs to support transparency, so it
+            should be set to either `png` (default value) or `webp`.
+        style:
+          type: string
+          enum:
+            - vivid
+            - natural
+          default: vivid
+          example: vivid
+          nullable: true
+          description: >-
+            The style of the generated images. This parameter is only supported for `dall-e-3`. Must be one of
+            `vivid` or `natural`. Vivid causes the model to lean towards generating hyper-real and dramatic
+            images. Natural causes the model to produce more natural, less hyper-real looking images.
+        user:
+          type: string
+          example: user-1234
+          description: >
+            A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
+            [Learn more](https://platform.openai.com/docs/guides/safety-best-practices#end-user-ids).
+      required:
+        - prompt
+    CreateImageVariationRequest:
+      type: object
+      properties:
+        image:
+          description: >-
+            The image to use as the basis for the variation(s). Must be a valid PNG file, less than 4MB, and
+            square.
+          type: string
+          format: binary
+          x-oaiMeta:
+            exampleFilePath: otter.png
+        model:
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - dall-e-2
+              x-stainless-const: true
+          x-oaiTypeLabel: string
+          nullable: true
+          description: The model to use for image generation. Only `dall-e-2` is supported at this time.
+        'n':
+          type: integer
+          minimum: 1
+          maximum: 10
+          default: 1
+          example: 1
+          nullable: true
+          description: The number of images to generate. Must be between 1 and 10.
+        response_format:
+          type: string
+          enum:
+            - url
+            - b64_json
+          default: url
+          example: url
+          nullable: true
+          description: >-
+            The format in which the generated images are returned. Must be one of `url` or `b64_json`. URLs
+            are only valid for 60 minutes after the image has been generated.
+        size:
+          type: string
+          enum:
+            - 256x256
+            - 512x512
+            - 1024x1024
+          default: 1024x1024
+          example: 1024x1024
+          nullable: true
+          description: The size of the generated images. Must be one of `256x256`, `512x512`, or `1024x1024`.
+        user:
+          type: string
+          example: user-1234
+          description: >
+            A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
+            [Learn more](https://platform.openai.com/docs/guides/safety-best-practices#end-user-ids).
+      required:
+        - image
+    CreateMessageRequest:
+      type: object
+      additionalProperties: false
+      required:
+        - role
+        - content
+      properties:
+        role:
+          type: string
+          enum:
+            - user
+            - assistant
+          description: >
+            The role of the entity that is creating the message. Allowed values include:
+
+            - `user`: Indicates the message is sent by an actual user and should be used in most cases to
+            represent user-generated messages.
+
+            - `assistant`: Indicates the message is generated by the assistant. Use this value to insert
+            messages from the assistant into the conversation.
+        content:
+          anyOf:
+            - type: string
+              description: The text contents of the message.
+              title: Text content
+            - type: array
+              description: >-
+                An array of content parts with a defined type, each can be of type `text` or images can be
+                passed with `image_url` or `image_file`. Image types are only supported on [Vision-compatible
+                models](https://platform.openai.com/docs/models).
+              title: Array of content parts
+              items:
+                anyOf:
+                  - $ref: '#/components/schemas/MessageContentImageFileObject'
+                  - $ref: '#/components/schemas/MessageContentImageUrlObject'
+                  - $ref: '#/components/schemas/MessageRequestContentTextObject'
+                discriminator:
+                  propertyName: type
+              minItems: 1
+        attachments:
+          anyOf:
+            - type: array
+              items:
+                type: object
+                properties:
+                  file_id:
+                    type: string
+                    description: The ID of the file to attach to the message.
+                  tools:
+                    description: The tools to add this file to.
+                    type: array
+                    items:
+                      anyOf:
+                        - $ref: '#/components/schemas/AssistantToolsCode'
+                        - $ref: '#/components/schemas/AssistantToolsFileSearchTypeOnly'
+                      discriminator:
+                        propertyName: type
+              description: A list of files attached to the message, and the tools they should be added to.
+              required:
+                - file_id
+                - tools
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    CreateModelResponseProperties:
+      allOf:
+        - $ref: '#/components/schemas/ModelResponseProperties'
+        - type: object
+          properties:
+            top_logprobs:
+              description: |
+                An integer between 0 and 20 specifying the number of most likely tokens to
+                return at each token position, each with an associated log probability.
+              type: integer
+              minimum: 0
+              maximum: 20
+    CreateModerationRequest:
+      type: object
+      properties:
+        input:
+          description: |
+            Input (or inputs) to classify. Can be a single string, an array of strings, or
+            an array of multi-modal input objects similar to other models.
+          anyOf:
+            - type: string
+              description: A string of text to classify for moderation.
+              default: ''
+              example: I want to kill them.
+            - type: array
+              description: An array of strings to classify for moderation.
+              items:
+                type: string
+                default: ''
+                example: I want to kill them.
+            - type: array
+              description: An array of multi-modal inputs to the moderation model.
+              items:
+                anyOf:
+                  - $ref: '#/components/schemas/ModerationImageURLInput'
+                  - $ref: '#/components/schemas/ModerationTextInput'
+                discriminator:
+                  propertyName: type
+              title: Moderation Multi Modal Array
+        model:
+          description: |
+            The content moderation model you would like to use. Learn more in
+            [the moderation guide](https://platform.openai.com/docs/guides/moderation), and learn about
+            available models [here](https://platform.openai.com/docs/models#moderation).
+          nullable: false
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - omni-moderation-latest
+                - omni-moderation-2024-09-26
+                - text-moderation-latest
+                - text-moderation-stable
+              x-stainless-nominal: false
+          x-oaiTypeLabel: string
+      required:
+        - input
+    CreateModerationResponse:
+      type: object
+      description: Represents if a given text input is potentially harmful.
+      properties:
+        id:
+          type: string
+          description: The unique identifier for the moderation request.
+        model:
+          type: string
+          description: The model used to generate the moderation results.
+        results:
+          type: array
+          description: A list of moderation objects.
+          items:
+            type: object
+            properties:
+              flagged:
+                type: boolean
+                description: Whether any of the below categories are flagged.
+              categories:
+                type: object
+                description: A list of the categories, and whether they are flagged or not.
+                properties:
+                  hate:
+                    type: boolean
+                    description: >-
+                      Content that expresses, incites, or promotes hate based on race, gender, ethnicity,
+                      religion, nationality, sexual orientation, disability status, or caste. Hateful content
+                      aimed at non-protected groups (e.g., chess players) is harassment.
+                  hate/threatening:
+                    type: boolean
+                    description: >-
+                      Hateful content that also includes violence or serious harm towards the targeted group
+                      based on race, gender, ethnicity, religion, nationality, sexual orientation, disability
+                      status, or caste.
+                  harassment:
+                    type: boolean
+                    description: Content that expresses, incites, or promotes harassing language towards any target.
+                  harassment/threatening:
+                    type: boolean
+                    description: Harassment content that also includes violence or serious harm towards any target.
+                  illicit:
+                    anyOf:
+                      - type: boolean
+                        description: >-
+                          Content that includes instructions or advice that facilitate the planning or
+                          execution of wrongdoing, or that gives advice or instruction on how to commit
+                          illicit acts. For example, "how to shoplift" would fit this category.
+                      - type: 'null'
+                  illicit/violent:
+                    anyOf:
+                      - type: boolean
+                        description: >-
+                          Content that includes instructions or advice that facilitate the planning or
+                          execution of wrongdoing that also includes violence, or that gives advice or
+                          instruction on the procurement of any weapon.
+                      - type: 'null'
+                  self-harm:
+                    type: boolean
+                    description: >-
+                      Content that promotes, encourages, or depicts acts of self-harm, such as suicide,
+                      cutting, and eating disorders.
+                  self-harm/intent:
+                    type: boolean
+                    description: >-
+                      Content where the speaker expresses that they are engaging or intend to engage in acts
+                      of self-harm, such as suicide, cutting, and eating disorders.
+                  self-harm/instructions:
+                    type: boolean
+                    description: >-
+                      Content that encourages performing acts of self-harm, such as suicide, cutting, and
+                      eating disorders, or that gives instructions or advice on how to commit such acts.
+                  sexual:
+                    type: boolean
+                    description: >-
+                      Content meant to arouse sexual excitement, such as the description of sexual activity,
+                      or that promotes sexual services (excluding sex education and wellness).
+                  sexual/minors:
+                    type: boolean
+                    description: Sexual content that includes an individual who is under 18 years old.
+                  violence:
+                    type: boolean
+                    description: Content that depicts death, violence, or physical injury.
+                  violence/graphic:
+                    type: boolean
+                    description: Content that depicts death, violence, or physical injury in graphic detail.
+                required:
+                  - hate
+                  - hate/threatening
+                  - harassment
+                  - harassment/threatening
+                  - illicit
+                  - illicit/violent
+                  - self-harm
+                  - self-harm/intent
+                  - self-harm/instructions
+                  - sexual
+                  - sexual/minors
+                  - violence
+                  - violence/graphic
+              category_scores:
+                type: object
+                description: A list of the categories along with their scores as predicted by model.
+                properties:
+                  hate:
+                    type: number
+                    description: The score for the category 'hate'.
+                  hate/threatening:
+                    type: number
+                    description: The score for the category 'hate/threatening'.
+                  harassment:
+                    type: number
+                    description: The score for the category 'harassment'.
+                  harassment/threatening:
+                    type: number
+                    description: The score for the category 'harassment/threatening'.
+                  illicit:
+                    type: number
+                    description: The score for the category 'illicit'.
+                  illicit/violent:
+                    type: number
+                    description: The score for the category 'illicit/violent'.
+                  self-harm:
+                    type: number
+                    description: The score for the category 'self-harm'.
+                  self-harm/intent:
+                    type: number
+                    description: The score for the category 'self-harm/intent'.
+                  self-harm/instructions:
+                    type: number
+                    description: The score for the category 'self-harm/instructions'.
+                  sexual:
+                    type: number
+                    description: The score for the category 'sexual'.
+                  sexual/minors:
+                    type: number
+                    description: The score for the category 'sexual/minors'.
+                  violence:
+                    type: number
+                    description: The score for the category 'violence'.
+                  violence/graphic:
+                    type: number
+                    description: The score for the category 'violence/graphic'.
+                required:
+                  - hate
+                  - hate/threatening
+                  - harassment
+                  - harassment/threatening
+                  - illicit
+                  - illicit/violent
+                  - self-harm
+                  - self-harm/intent
+                  - self-harm/instructions
+                  - sexual
+                  - sexual/minors
+                  - violence
+                  - violence/graphic
+              category_applied_input_types:
+                type: object
+                description: A list of the categories along with the input type(s) that the score applies to.
+                properties:
+                  hate:
+                    type: array
+                    description: The applied input type(s) for the category 'hate'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  hate/threatening:
+                    type: array
+                    description: The applied input type(s) for the category 'hate/threatening'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  harassment:
+                    type: array
+                    description: The applied input type(s) for the category 'harassment'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  harassment/threatening:
+                    type: array
+                    description: The applied input type(s) for the category 'harassment/threatening'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  illicit:
+                    type: array
+                    description: The applied input type(s) for the category 'illicit'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  illicit/violent:
+                    type: array
+                    description: The applied input type(s) for the category 'illicit/violent'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  self-harm:
+                    type: array
+                    description: The applied input type(s) for the category 'self-harm'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                  self-harm/intent:
+                    type: array
+                    description: The applied input type(s) for the category 'self-harm/intent'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                  self-harm/instructions:
+                    type: array
+                    description: The applied input type(s) for the category 'self-harm/instructions'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                  sexual:
+                    type: array
+                    description: The applied input type(s) for the category 'sexual'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                  sexual/minors:
+                    type: array
+                    description: The applied input type(s) for the category 'sexual/minors'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                      x-stainless-const: true
+                  violence:
+                    type: array
+                    description: The applied input type(s) for the category 'violence'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                  violence/graphic:
+                    type: array
+                    description: The applied input type(s) for the category 'violence/graphic'.
+                    items:
+                      type: string
+                      enum:
+                        - text
+                        - image
+                required:
+                  - hate
+                  - hate/threatening
+                  - harassment
+                  - harassment/threatening
+                  - illicit
+                  - illicit/violent
+                  - self-harm
+                  - self-harm/intent
+                  - self-harm/instructions
+                  - sexual
+                  - sexual/minors
+                  - violence
+                  - violence/graphic
+            required:
+              - flagged
+              - categories
+              - category_scores
+              - category_applied_input_types
+      required:
+        - id
+        - model
+        - results
+      x-oaiMeta:
+        name: The moderation object
+        example: |
+          {
+            "id": "modr-0d9740456c391e43c445bf0f010940c7",
+            "model": "omni-moderation-latest",
+            "results": [
+              {
+                "flagged": true,
+                "categories": {
+                  "harassment": true,
+                  "harassment/threatening": true,
+                  "sexual": false,
+                  "hate": false,
+                  "hate/threatening": false,
+                  "illicit": false,
+                  "illicit/violent": false,
+                  "self-harm/intent": false,
+                  "self-harm/instructions": false,
+                  "self-harm": false,
+                  "sexual/minors": false,
+                  "violence": true,
+                  "violence/graphic": true
+                },
+                "category_scores": {
+                  "harassment": 0.8189693396524255,
+                  "harassment/threatening": 0.804985420696006,
+                  "sexual": 1.573112165348997e-6,
+                  "hate": 0.007562942636942845,
+                  "hate/threatening": 0.004208854591835476,
+                  "illicit": 0.030535955153511665,
+                  "illicit/violent": 0.008925306722380033,
+                  "self-harm/intent": 0.00023023930975076432,
+                  "self-harm/instructions": 0.0002293869201073356,
+                  "self-harm": 0.012598046106750154,
+                  "sexual/minors": 2.212566909570261e-8,
+                  "violence": 0.9999992735124786,
+                  "violence/graphic": 0.843064871157054
+                },
+                "category_applied_input_types": {
+                  "harassment": [
+                    "text"
+                  ],
+                  "harassment/threatening": [
+                    "text"
+                  ],
+                  "sexual": [
+                    "text",
+                    "image"
+                  ],
+                  "hate": [
+                    "text"
+                  ],
+                  "hate/threatening": [
+                    "text"
+                  ],
+                  "illicit": [
+                    "text"
+                  ],
+                  "illicit/violent": [
+                    "text"
+                  ],
+                  "self-harm/intent": [
+                    "text",
+                    "image"
+                  ],
+                  "self-harm/instructions": [
+                    "text",
+                    "image"
+                  ],
+                  "self-harm": [
+                    "text",
+                    "image"
+                  ],
+                  "sexual/minors": [
+                    "text"
+                  ],
+                  "violence": [
+                    "text",
+                    "image"
+                  ],
+                  "violence/graphic": [
+                    "text",
+                    "image"
+                  ]
+                }
+              }
+            ]
+          }
+    CreateResponse:
+      allOf:
+        - $ref: '#/components/schemas/CreateModelResponseProperties'
+        - $ref: '#/components/schemas/ResponseProperties'
+        - type: object
+          properties:
+            input:
+              $ref: '#/components/schemas/InputParam'
+            include:
+              anyOf:
+                - type: array
+                  description: >-
+                    Specify additional output data to include in the model response. Currently supported
+                    values are:
+
+                    - `web_search_call.action.sources`: Include the sources of the web search tool call.
+
+                    - `code_interpreter_call.outputs`: Includes the outputs of python code execution in code
+                    interpreter tool call items.
+
+                    - `computer_call_output.output.image_url`: Include image urls from the computer call
+                    output.
+
+                    - `file_search_call.results`: Include the search results of the file search tool call.
+
+                    - `message.input_image.image_url`: Include image urls from the input message.
+
+                    - `message.output_text.logprobs`: Include logprobs with assistant messages.
+
+                    - `reasoning.encrypted_content`: Includes an encrypted version of reasoning tokens in
+                    reasoning item outputs. This enables reasoning items to be used in multi-turn
+                    conversations when using the Responses API statelessly (like when the `store` parameter is
+                    set to `false`, or when an organization is enrolled in the zero data retention program).
+                  items:
+                    $ref: '#/components/schemas/IncludeEnum'
+                - type: 'null'
+            parallel_tool_calls:
+              anyOf:
+                - type: boolean
+                  description: |
+                    Whether to allow the model to run tool calls in parallel.
+                  default: true
+                - type: 'null'
+            store:
+              anyOf:
+                - type: boolean
+                  description: |
+                    Whether to store the generated model response for later retrieval via
+                    API.
+                  default: true
+                - type: 'null'
+            instructions:
+              anyOf:
+                - type: string
+                  description: |
+                    A system (or developer) message inserted into the model's context.
+
+                    When using along with `previous_response_id`, the instructions from a previous
+                    response will not be carried over to the next response. This makes it simple
+                    to swap out system (or developer) messages in new responses.
+                - type: 'null'
+            stream:
+              anyOf:
+                - description: >
+                    If set to true, the model response data will be streamed to the client
+
+                    as it is generated using [server-sent
+                    events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format).
+
+                    See the [Streaming section
+                    below](https://platform.openai.com/docs/api-reference/responses-streaming)
+
+                    for more information.
+                  type: boolean
+                  default: false
+                - type: 'null'
+            stream_options:
+              $ref: '#/components/schemas/ResponseStreamOptions'
+            conversation:
+              anyOf:
+                - $ref: '#/components/schemas/ConversationParam'
+                - type: 'null'
+    CreateRunRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) to use to
+            execute this run.
+          type: string
+        model:
+          description: >-
+            The ID of the [Model](https://platform.openai.com/docs/api-reference/models) to be used to execute
+            this run. If a value is provided here, it will override the model associated with the assistant.
+            If not, the model associated with the assistant will be used.
+          anyOf:
+            - type: string
+            - $ref: '#/components/schemas/AssistantSupportedModels'
+          x-oaiTypeLabel: string
+          nullable: true
+        reasoning_effort:
+          $ref: '#/components/schemas/ReasoningEffort'
+        instructions:
+          description: >-
+            Overrides the
+            [instructions](https://platform.openai.com/docs/api-reference/assistants/createAssistant) of the
+            assistant. This is useful for modifying the behavior on a per-run basis.
+          type: string
+          nullable: true
+        additional_instructions:
+          description: >-
+            Appends additional instructions at the end of the instructions for the run. This is useful for
+            modifying the behavior on a per-run basis without overriding other instructions.
+          type: string
+          nullable: true
+        additional_messages:
+          description: Adds additional messages to the thread before creating the run.
+          type: array
+          items:
+            $ref: '#/components/schemas/CreateMessageRequest'
+          nullable: true
+        tools:
+          description: >-
+            Override the tools the assistant can use for this run. This is useful for modifying the behavior
+            on a per-run basis.
+          nullable: true
+          type: array
+          maxItems: 20
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          type: number
+          minimum: 0
+          maximum: 2
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+            more random, while lower values like 0.2 will make it more focused and deterministic.
+        top_p:
+          type: number
+          minimum: 0
+          maximum: 1
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            An alternative to sampling with temperature, called nucleus sampling, where the model considers
+            the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the
+            top 10% probability mass are considered.
+
+
+            We generally recommend altering this or temperature but not both.
+        stream:
+          type: boolean
+          nullable: true
+          description: >
+            If `true`, returns a stream of events that happen during the Run as server-sent events,
+            terminating when the Run enters a terminal state with a `data: [DONE]` message.
+        max_prompt_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of prompt tokens that may be used over the course of the run. The run will make
+            a best effort to use only the number of prompt tokens specified, across multiple turns of the run.
+            If the run exceeds the number of prompt tokens specified, the run will end with status
+            `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        max_completion_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of completion tokens that may be used over the course of the run. The run will
+            make a best effort to use only the number of completion tokens specified, across multiple turns of
+            the run. If the run exceeds the number of completion tokens specified, the run will end with
+            status `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        truncation_strategy:
+          allOf:
+            - $ref: '#/components/schemas/TruncationObject'
+            - nullable: true
+        tool_choice:
+          allOf:
+            - $ref: '#/components/schemas/AssistantsApiToolChoiceOption'
+            - nullable: true
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        response_format:
+          $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+          nullable: true
+      required: &ref_0
+        - assistant_id
+    CreateSpeechRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        model:
+          description: >
+            One of the available [TTS models](https://platform.openai.com/docs/models#tts): `tts-1`,
+            `tts-1-hd` or `gpt-4o-mini-tts`.
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - tts-1
+                - tts-1-hd
+                - gpt-4o-mini-tts
+              x-stainless-nominal: false
+          x-oaiTypeLabel: string
+        input:
+          type: string
+          description: The text to generate audio for. The maximum length is 4096 characters.
+          maxLength: 4096
+        instructions:
+          type: string
+          description: >-
+            Control the voice of your generated audio with additional instructions. Does not work with `tts-1`
+            or `tts-1-hd`.
+          maxLength: 4096
+        voice:
+          description: >-
+            The voice to use when generating the audio. Supported voices are `alloy`, `ash`, `ballad`,
+            `coral`, `echo`, `fable`, `onyx`, `nova`, `sage`, `shimmer`, and `verse`. Previews of the voices
+            are available in the [Text to speech
+            guide](https://platform.openai.com/docs/guides/text-to-speech#voice-options).
+          $ref: '#/components/schemas/VoiceIdsShared'
+        response_format:
+          description: The format to audio in. Supported formats are `mp3`, `opus`, `aac`, `flac`, `wav`, and `pcm`.
+          default: mp3
+          type: string
+          enum:
+            - mp3
+            - opus
+            - aac
+            - flac
+            - wav
+            - pcm
+        speed:
+          description: The speed of the generated audio. Select a value from `0.25` to `4.0`. `1.0` is the default.
+          type: number
+          default: 1
+          minimum: 0.25
+          maximum: 4
+        stream_format:
+          description: >-
+            The format to stream the audio in. Supported formats are `sse` and `audio`. `sse` is not supported
+            for `tts-1` or `tts-1-hd`.
+          type: string
+          default: audio
+          enum:
+            - sse
+            - audio
+      required:
+        - model
+        - input
+        - voice
+    CreateSpeechResponseStreamEvent:
+      anyOf:
+        - $ref: '#/components/schemas/SpeechAudioDeltaEvent'
+        - $ref: '#/components/schemas/SpeechAudioDoneEvent'
+      discriminator:
+        propertyName: type
+    CreateThreadAndRunRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) to use to
+            execute this run.
+          type: string
+        thread:
+          $ref: '#/components/schemas/CreateThreadRequest'
+        model:
+          description: >-
+            The ID of the [Model](https://platform.openai.com/docs/api-reference/models) to be used to execute
+            this run. If a value is provided here, it will override the model associated with the assistant.
+            If not, the model associated with the assistant will be used.
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - gpt-5
+                - gpt-5-mini
+                - gpt-5-nano
+                - gpt-5-2025-08-07
+                - gpt-5-mini-2025-08-07
+                - gpt-5-nano-2025-08-07
+                - gpt-4.1
+                - gpt-4.1-mini
+                - gpt-4.1-nano
+                - gpt-4.1-2025-04-14
+                - gpt-4.1-mini-2025-04-14
+                - gpt-4.1-nano-2025-04-14
+                - gpt-4o
+                - gpt-4o-2024-11-20
+                - gpt-4o-2024-08-06
+                - gpt-4o-2024-05-13
+                - gpt-4o-mini
+                - gpt-4o-mini-2024-07-18
+                - gpt-4.5-preview
+                - gpt-4.5-preview-2025-02-27
+                - gpt-4-turbo
+                - gpt-4-turbo-2024-04-09
+                - gpt-4-0125-preview
+                - gpt-4-turbo-preview
+                - gpt-4-1106-preview
+                - gpt-4-vision-preview
+                - gpt-4
+                - gpt-4-0314
+                - gpt-4-0613
+                - gpt-4-32k
+                - gpt-4-32k-0314
+                - gpt-4-32k-0613
+                - gpt-3.5-turbo
+                - gpt-3.5-turbo-16k
+                - gpt-3.5-turbo-0613
+                - gpt-3.5-turbo-1106
+                - gpt-3.5-turbo-0125
+                - gpt-3.5-turbo-16k-0613
+          x-oaiTypeLabel: string
+          nullable: true
+        instructions:
+          description: >-
+            Override the default system message of the assistant. This is useful for modifying the behavior on
+            a per-run basis.
+          type: string
+          nullable: true
+        tools:
+          description: >-
+            Override the tools the assistant can use for this run. This is useful for modifying the behavior
+            on a per-run basis.
+          nullable: true
+          type: array
+          maxItems: 20
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        tool_resources:
+          type: object
+          description: >
+            A set of resources that are used by the assistant's tools. The resources are specific to the type
+            of tool. For example, the `code_interpreter` tool requires a list of file IDs, while the
+            `file_search` tool requires a list of vector store IDs.
+          properties:
+            code_interpreter:
+              type: object
+              properties:
+                file_ids:
+                  type: array
+                  description: >
+                    A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made available
+                    to the `code_interpreter` tool. There can be a maximum of 20 files associated with the
+                    tool.
+                  default: []
+                  maxItems: 20
+                  items:
+                    type: string
+            file_search:
+              type: object
+              properties:
+                vector_store_ids:
+                  type: array
+                  description: >
+                    The ID of the [vector
+                    store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached to
+                    this assistant. There can be a maximum of 1 vector store attached to the assistant.
+                  maxItems: 1
+                  items:
+                    type: string
+          nullable: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          type: number
+          minimum: 0
+          maximum: 2
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+            more random, while lower values like 0.2 will make it more focused and deterministic.
+        top_p:
+          type: number
+          minimum: 0
+          maximum: 1
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            An alternative to sampling with temperature, called nucleus sampling, where the model considers
+            the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the
+            top 10% probability mass are considered.
+
+
+            We generally recommend altering this or temperature but not both.
+        stream:
+          type: boolean
+          nullable: true
+          description: >
+            If `true`, returns a stream of events that happen during the Run as server-sent events,
+            terminating when the Run enters a terminal state with a `data: [DONE]` message.
+        max_prompt_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of prompt tokens that may be used over the course of the run. The run will make
+            a best effort to use only the number of prompt tokens specified, across multiple turns of the run.
+            If the run exceeds the number of prompt tokens specified, the run will end with status
+            `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        max_completion_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of completion tokens that may be used over the course of the run. The run will
+            make a best effort to use only the number of completion tokens specified, across multiple turns of
+            the run. If the run exceeds the number of completion tokens specified, the run will end with
+            status `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        truncation_strategy:
+          allOf:
+            - $ref: '#/components/schemas/TruncationObject'
+            - nullable: true
+        tool_choice:
+          allOf:
+            - $ref: '#/components/schemas/AssistantsApiToolChoiceOption'
+            - nullable: true
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        response_format:
+          $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+          nullable: true
+      required: *ref_0
+    CreateThreadRequest:
+      type: object
+      description: |
+        Options to create a new thread. If no thread is provided when running a
+        request, an empty thread will be created.
+      additionalProperties: false
+      properties:
+        messages:
+          description: >-
+            A list of [messages](https://platform.openai.com/docs/api-reference/messages) to start the thread
+            with.
+          type: array
+          items:
+            $ref: '#/components/schemas/CreateMessageRequest'
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are made available to the assistant's tools in this thread. The
+                resources are specific to the type of tool. For example, the `code_interpreter` tool requires
+                a list of file IDs, while the `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made
+                        available to the `code_interpreter` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        The [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this thread. There can be a maximum of 1 vector store attached to the thread.
+                      maxItems: 1
+                      items:
+                        type: string
+                    vector_stores:
+                      type: array
+                      description: >
+                        A helper to create a [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) with
+                        file_ids and attach it to this thread. There can be a maximum of 1 vector store
+                        attached to the thread.
+                      maxItems: 1
+                      items:
+                        type: object
+                        properties:
+                          file_ids:
+                            type: array
+                            description: >
+                              A list of [file](https://platform.openai.com/docs/api-reference/files) IDs to
+                              add to the vector store. There can be a maximum of 10000 files in a vector
+                              store.
+                            maxItems: 10000
+                            items:
+                              type: string
+                          chunking_strategy:
+                            type: object
+                            description: >-
+                              The chunking strategy used to chunk the file(s). If not set, will use the `auto`
+                              strategy.
+                            anyOf:
+                              - type: object
+                                title: Auto Chunking Strategy
+                                description: >-
+                                  The default strategy. This strategy currently uses a `max_chunk_size_tokens`
+                                  of `800` and `chunk_overlap_tokens` of `400`.
+                                additionalProperties: false
+                                properties:
+                                  type:
+                                    type: string
+                                    description: Always `auto`.
+                                    enum:
+                                      - auto
+                                    x-stainless-const: true
+                                required:
+                                  - type
+                              - type: object
+                                title: Static Chunking Strategy
+                                additionalProperties: false
+                                properties:
+                                  type:
+                                    type: string
+                                    description: Always `static`.
+                                    enum:
+                                      - static
+                                    x-stainless-const: true
+                                  static:
+                                    type: object
+                                    additionalProperties: false
+                                    properties:
+                                      max_chunk_size_tokens:
+                                        type: integer
+                                        minimum: 100
+                                        maximum: 4096
+                                        description: >-
+                                          The maximum number of tokens in each chunk. The default value is
+                                          `800`. The minimum value is `100` and the maximum value is `4096`.
+                                      chunk_overlap_tokens:
+                                        type: integer
+                                        description: >
+                                          The number of tokens that overlap between chunks. The default value
+                                          is `400`.
+
+
+                                          Note that the overlap must not exceed half of
+                                          `max_chunk_size_tokens`.
+                                    required:
+                                      - max_chunk_size_tokens
+                                      - chunk_overlap_tokens
+                                required:
+                                  - type
+                                  - static
+                            discriminator:
+                              propertyName: type
+                          metadata:
+                            $ref: '#/components/schemas/Metadata'
+                  anyOf:
+                    - required:
+                        - vector_store_ids
+                    - required:
+                        - vector_stores
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    CreateTranscriptionRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file:
+          description: >
+            The audio file object (not file name) to transcribe, in one of these formats: flac, mp3, mp4,
+            mpeg, mpga, m4a, ogg, wav, or webm.
+          type: string
+          x-oaiTypeLabel: file
+          format: binary
+          x-oaiMeta:
+            exampleFilePath: speech.mp3
+        model:
+          description: >
+            ID of the model to use. The options are `gpt-4o-transcribe`, `gpt-4o-mini-transcribe`, `whisper-1`
+            (which is powered by our open source Whisper V2 model), and `gpt-4o-transcribe-diarize`.
+          example: gpt-4o-transcribe
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - whisper-1
+                - gpt-4o-transcribe
+                - gpt-4o-mini-transcribe
+                - gpt-4o-transcribe-diarize
+              x-stainless-const: true
+              x-stainless-nominal: false
+          x-oaiTypeLabel: string
+        language:
+          description: >
+            The language of the input audio. Supplying the input language in
+            [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format will improve
+            accuracy and latency.
+          type: string
+        prompt:
+          description: >
+            An optional text to guide the model's style or continue a previous audio segment. The
+            [prompt](https://platform.openai.com/docs/guides/speech-to-text#prompting) should match the audio
+            language. This field is not supported when using `gpt-4o-transcribe-diarize`.
+          type: string
+        response_format:
+          $ref: '#/components/schemas/AudioResponseFormat'
+        temperature:
+          description: >
+            The sampling temperature, between 0 and 1. Higher values like 0.8 will make the output more
+            random, while lower values like 0.2 will make it more focused and deterministic. If set to 0, the
+            model will use [log probability](https://en.wikipedia.org/wiki/Log_probability) to automatically
+            increase the temperature until certain thresholds are hit.
+          type: number
+          default: 0
+        include:
+          description: >
+            Additional information to include in the transcription response.
+
+            `logprobs` will return the log probabilities of the tokens in the
+
+            response to understand the model's confidence in the transcription.
+
+            `logprobs` only works with response_format set to `json` and only with
+
+            the models `gpt-4o-transcribe` and `gpt-4o-mini-transcribe`. This field is not supported when
+            using `gpt-4o-transcribe-diarize`.
+          type: array
+          items:
+            $ref: '#/components/schemas/TranscriptionInclude'
+        timestamp_granularities:
+          description: >
+            The timestamp granularities to populate for this transcription. `response_format` must be set
+            `verbose_json` to use timestamp granularities. Either or both of these options are supported:
+            `word`, or `segment`. Note: There is no additional latency for segment timestamps, but generating
+            word timestamps incurs additional latency.
+
+            This option is not available for `gpt-4o-transcribe-diarize`.
+          type: array
+          items:
+            type: string
+            enum:
+              - word
+              - segment
+          default:
+            - segment
+        stream:
+          anyOf:
+            - description: >
+                If set to true, the model response data will be streamed to the client
+
+                as it is generated using [server-sent
+                events](https://developer.mozilla.org/en-US/docs/Web/API/Server-sent_events/Using_server-sent_events#Event_stream_format).
+
+                See the [Streaming section of the Speech-to-Text
+                guide](https://platform.openai.com/docs/guides/speech-to-text?lang=curl#streaming-transcriptions)
+
+                for more information.
+
+
+                Note: Streaming is not supported for the `whisper-1` model and will be ignored.
+              type: boolean
+              default: false
+            - type: 'null'
+        chunking_strategy:
+          $ref: '#/components/schemas/TranscriptionChunkingStrategy'
+        known_speaker_names:
+          description: >
+            Optional list of speaker names that correspond to the audio samples provided in
+            `known_speaker_references[]`. Each entry should be a short identifier (for example `customer` or
+            `agent`). Up to 4 speakers are supported.
+          type: array
+          maxItems: 4
+          items:
+            type: string
+        known_speaker_references:
+          description: >
+            Optional list of audio samples (as [data
+            URLs](https://developer.mozilla.org/en-US/docs/Web/HTTP/Basics_of_HTTP/Data_URLs)) that contain
+            known speaker references matching `known_speaker_names[]`. Each sample must be between 2 and 10
+            seconds, and can use any of the same input audio formats supported by `file`.
+          type: array
+          maxItems: 4
+          items:
+            type: string
+      required:
+        - file
+        - model
+    CreateTranscriptionResponseDiarizedJson:
+      type: object
+      description: >
+        Represents a diarized transcription response returned by the model, including the combined transcript
+        and speaker-segment annotations.
+      properties:
+        task:
+          type: string
+          description: The type of task that was run. Always `transcribe`.
+          enum:
+            - transcribe
+          x-stainless-const: true
+        duration:
+          type: number
+          description: Duration of the input audio in seconds.
+        text:
+          type: string
+          description: The concatenated transcript text for the entire audio input.
+        segments:
+          type: array
+          description: Segments of the transcript annotated with timestamps and speaker labels.
+          items:
+            $ref: '#/components/schemas/TranscriptionDiarizedSegment'
+        usage:
+          type: object
+          description: Token or duration usage statistics for the request.
+          discriminator:
+            propertyName: type
+          anyOf:
+            - $ref: '#/components/schemas/TranscriptTextUsageTokens'
+              title: Token Usage
+            - $ref: '#/components/schemas/TranscriptTextUsageDuration'
+              title: Duration Usage
+      required:
+        - task
+        - duration
+        - text
+        - segments
+      x-oaiMeta:
+        name: The transcription object (Diarized JSON)
+        group: audio
+        example: |
+          {
+            "task": "transcribe",
+            "duration": 42.7,
+            "text": "Agent: Thanks for calling OpenAI support.\nCustomer: Hi, I need help with diarization.",
+            "segments": [
+              {
+                "type": "transcript.text.segment",
+                "id": "seg_001",
+                "start": 0.0,
+                "end": 5.2,
+                "text": "Thanks for calling OpenAI support.",
+                "speaker": "agent"
+              },
+              {
+                "type": "transcript.text.segment",
+                "id": "seg_002",
+                "start": 5.2,
+                "end": 12.8,
+                "text": "Hi, I need help with diarization.",
+                "speaker": "A"
+              }
+            ],
+            "usage": {
+              "type": "duration",
+              "seconds": 43
+            }
+          }
+    CreateTranscriptionResponseJson:
+      type: object
+      description: Represents a transcription response returned by model, based on the provided input.
+      properties:
+        text:
+          type: string
+          description: The transcribed text.
+        logprobs:
+          type: array
+          optional: true
+          description: >
+            The log probabilities of the tokens in the transcription. Only returned with the models
+            `gpt-4o-transcribe` and `gpt-4o-mini-transcribe` if `logprobs` is added to the `include` array.
+          items:
+            type: object
+            properties:
+              token:
+                type: string
+                description: The token in the transcription.
+              logprob:
+                type: number
+                description: The log probability of the token.
+              bytes:
+                type: array
+                items:
+                  type: number
+                description: The bytes of the token.
+        usage:
+          type: object
+          description: Token usage statistics for the request.
+          anyOf:
+            - $ref: '#/components/schemas/TranscriptTextUsageTokens'
+              title: Token Usage
+            - $ref: '#/components/schemas/TranscriptTextUsageDuration'
+              title: Duration Usage
+          discriminator:
+            propertyName: type
+      required:
+        - text
+      x-oaiMeta:
+        name: The transcription object (JSON)
+        group: audio
+        example: |
+          {
+            "text": "Imagine the wildest idea that you've ever had, and you're curious about how it might scale to something that's a 100, a 1,000 times bigger. This is a place where you can get to do that.",
+            "usage": {
+              "type": "tokens",
+              "input_tokens": 14,
+              "input_token_details": {
+                "text_tokens": 10,
+                "audio_tokens": 4
+              },
+              "output_tokens": 101,
+              "total_tokens": 115
+            }
+          }
+    CreateTranscriptionResponseStreamEvent:
+      anyOf:
+        - $ref: '#/components/schemas/TranscriptTextSegmentEvent'
+        - $ref: '#/components/schemas/TranscriptTextDeltaEvent'
+        - $ref: '#/components/schemas/TranscriptTextDoneEvent'
+      discriminator:
+        propertyName: type
+    CreateTranscriptionResponseVerboseJson:
+      type: object
+      description: Represents a verbose json transcription response returned by model, based on the provided input.
+      properties:
+        language:
+          type: string
+          description: The language of the input audio.
+        duration:
+          type: number
+          description: The duration of the input audio.
+        text:
+          type: string
+          description: The transcribed text.
+        words:
+          type: array
+          description: Extracted words and their corresponding timestamps.
+          items:
+            $ref: '#/components/schemas/TranscriptionWord'
+        segments:
+          type: array
+          description: Segments of the transcribed text and their corresponding details.
+          items:
+            $ref: '#/components/schemas/TranscriptionSegment'
+        usage:
+          $ref: '#/components/schemas/TranscriptTextUsageDuration'
+      required:
+        - language
+        - duration
+        - text
+      x-oaiMeta:
+        name: The transcription object (Verbose JSON)
+        group: audio
+        example: |
+          {
+            "task": "transcribe",
+            "language": "english",
+            "duration": 8.470000267028809,
+            "text": "The beach was a popular spot on a hot summer day. People were swimming in the ocean, building sandcastles, and playing beach volleyball.",
+            "segments": [
+              {
+                "id": 0,
+                "seek": 0,
+                "start": 0.0,
+                "end": 3.319999933242798,
+                "text": " The beach was a popular spot on a hot summer day.",
+                "tokens": [
+                  50364, 440, 7534, 390, 257, 3743, 4008, 322, 257, 2368, 4266, 786, 13, 50530
+                ],
+                "temperature": 0.0,
+                "avg_logprob": -0.2860786020755768,
+                "compression_ratio": 1.2363636493682861,
+                "no_speech_prob": 0.00985979475080967
+              },
+              ...
+            ],
+            "usage": {
+              "type": "duration",
+              "seconds": 9
+            }
+          }
+    CreateTranslationRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file:
+          description: >
+            The audio file object (not file name) translate, in one of these formats: flac, mp3, mp4, mpeg,
+            mpga, m4a, ogg, wav, or webm.
+          type: string
+          x-oaiTypeLabel: file
+          format: binary
+          x-oaiMeta:
+            exampleFilePath: speech.mp3
+        model:
+          description: >
+            ID of the model to use. Only `whisper-1` (which is powered by our open source Whisper V2 model) is
+            currently available.
+          example: whisper-1
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - whisper-1
+              x-stainless-const: true
+          x-oaiTypeLabel: string
+        prompt:
+          description: >
+            An optional text to guide the model's style or continue a previous audio segment. The
+            [prompt](https://platform.openai.com/docs/guides/speech-to-text#prompting) should be in English.
+          type: string
+        response_format:
+          description: >
+            The format of the output, in one of these options: `json`, `text`, `srt`, `verbose_json`, or
+            `vtt`.
+          type: string
+          enum:
+            - json
+            - text
+            - srt
+            - verbose_json
+            - vtt
+          default: json
+        temperature:
+          description: >
+            The sampling temperature, between 0 and 1. Higher values like 0.8 will make the output more
+            random, while lower values like 0.2 will make it more focused and deterministic. If set to 0, the
+            model will use [log probability](https://en.wikipedia.org/wiki/Log_probability) to automatically
+            increase the temperature until certain thresholds are hit.
+          type: number
+          default: 0
+      required:
+        - file
+        - model
+    CreateTranslationResponseJson:
+      type: object
+      properties:
+        text:
+          type: string
+      required:
+        - text
+    CreateTranslationResponseVerboseJson:
+      type: object
+      properties:
+        language:
+          type: string
+          description: The language of the output translation (always `english`).
+        duration:
+          type: number
+          description: The duration of the input audio.
+        text:
+          type: string
+          description: The translated text.
+        segments:
+          type: array
+          description: Segments of the translated text and their corresponding details.
+          items:
+            $ref: '#/components/schemas/TranscriptionSegment'
+      required:
+        - language
+        - duration
+        - text
+    CreateUploadRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        filename:
+          description: |
+            The name of the file to upload.
+          type: string
+        purpose:
+          description: >
+            The intended purpose of the uploaded file.
+
+
+            See the [documentation on File
+            purposes](https://platform.openai.com/docs/api-reference/files/create#files-create-purpose).
+          type: string
+          enum:
+            - assistants
+            - batch
+            - fine-tune
+            - vision
+        bytes:
+          description: |
+            The number of bytes in the file you are uploading.
+          type: integer
+        mime_type:
+          description: >
+            The MIME type of the file.
+
+
+            This must fall within the supported MIME types for your file purpose. See the supported MIME types
+            for assistants and vision.
+          type: string
+        expires_after:
+          $ref: '#/components/schemas/FileExpirationAfter'
+      required:
+        - filename
+        - purpose
+        - bytes
+        - mime_type
+    CreateVectorStoreFileBatchRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file_ids:
+          description: >-
+            A list of [File](https://platform.openai.com/docs/api-reference/files) IDs that the vector store
+            should use. Useful for tools like `file_search` that can access files.
+          type: array
+          minItems: 1
+          maxItems: 500
+          items:
+            type: string
+        chunking_strategy:
+          $ref: '#/components/schemas/ChunkingStrategyRequestParam'
+        attributes:
+          $ref: '#/components/schemas/VectorStoreFileAttributes'
+      required:
+        - file_ids
+    CreateVectorStoreFileRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file_id:
+          description: >-
+            A [File](https://platform.openai.com/docs/api-reference/files) ID that the vector store should
+            use. Useful for tools like `file_search` that can access files.
+          type: string
+        chunking_strategy:
+          $ref: '#/components/schemas/ChunkingStrategyRequestParam'
+        attributes:
+          $ref: '#/components/schemas/VectorStoreFileAttributes'
+      required:
+        - file_id
+    CreateVectorStoreRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        file_ids:
+          description: >-
+            A list of [File](https://platform.openai.com/docs/api-reference/files) IDs that the vector store
+            should use. Useful for tools like `file_search` that can access files.
+          type: array
+          maxItems: 500
+          items:
+            type: string
+        name:
+          description: The name of the vector store.
+          type: string
+        description:
+          description: A description for the vector store. Can be used to describe the vector store's purpose.
+          type: string
+        expires_after:
+          $ref: '#/components/schemas/VectorStoreExpirationAfter'
+        chunking_strategy:
+          $ref: '#/components/schemas/ChunkingStrategyRequestParam'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    CustomToolCall:
+      type: object
+      title: Custom tool call
+      description: |
+        A call to a custom tool created by the model.
+      properties:
+        type:
+          type: string
+          enum:
+            - custom_tool_call
+          x-stainless-const: true
+          description: |
+            The type of the custom tool call. Always `custom_tool_call`.
+        id:
+          type: string
+          description: |
+            The unique ID of the custom tool call in the OpenAI platform.
+        call_id:
+          type: string
+          description: |
+            An identifier used to map this custom tool call to a tool call output.
+        name:
+          type: string
+          description: |
+            The name of the custom tool being called.
+        input:
+          type: string
+          description: |
+            The input for the custom tool call generated by the model.
+      required:
+        - type
+        - call_id
+        - name
+        - input
+    CustomToolCallOutput:
+      type: object
+      title: Custom tool call output
+      description: |
+        The output of a custom tool call from your code, being sent back to the model.
+      properties:
+        type:
+          type: string
+          enum:
+            - custom_tool_call_output
+          x-stainless-const: true
+          description: |
+            The type of the custom tool call output. Always `custom_tool_call_output`.
+        id:
+          type: string
+          description: |
+            The unique ID of the custom tool call output in the OpenAI platform.
+        call_id:
+          type: string
+          description: |
+            The call ID, used to map this custom tool call output to a custom tool call.
+        output:
+          description: |
+            The output from the custom tool call generated by your code.
+            Can be a string or an list of output content.
+          anyOf:
+            - type: string
+              description: |
+                A string of the output of the custom tool call.
+              title: string output
+            - type: array
+              items:
+                $ref: '#/components/schemas/FunctionAndCustomToolCallOutput'
+              title: output content list
+              description: |
+                Text, image, or file output of the custom tool call.
+      required:
+        - type
+        - call_id
+        - output
+    CustomToolChatCompletions:
+      type: object
+      title: Custom tool
+      description: |
+        A custom tool that processes input using a specified format.
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          description: The type of the custom tool. Always `custom`.
+          x-stainless-const: true
+        custom:
+          type: object
+          title: Custom tool properties
+          description: |
+            Properties of the custom tool.
+          properties:
+            name:
+              type: string
+              description: The name of the custom tool, used to identify it in tool calls.
+            description:
+              type: string
+              description: |
+                Optional description of the custom tool, used to provide more context.
+            format:
+              description: |
+                The input format for the custom tool. Default is unconstrained text.
+              anyOf:
+                - type: object
+                  title: Text format
+                  description: Unconstrained free-form text.
+                  properties:
+                    type:
+                      type: string
+                      enum:
+                        - text
+                      description: Unconstrained text format. Always `text`.
+                      x-stainless-const: true
+                  required:
+                    - type
+                  additionalProperties: false
+                - type: object
+                  title: Grammar format
+                  description: A grammar defined by the user.
+                  properties:
+                    type:
+                      type: string
+                      enum:
+                        - grammar
+                      description: Grammar format. Always `grammar`.
+                      x-stainless-const: true
+                    grammar:
+                      type: object
+                      title: Grammar format
+                      description: Your chosen grammar.
+                      properties:
+                        definition:
+                          type: string
+                          description: The grammar definition.
+                        syntax:
+                          type: string
+                          description: The syntax of the grammar definition. One of `lark` or `regex`.
+                          enum:
+                            - lark
+                            - regex
+                      required:
+                        - definition
+                        - syntax
+                  required:
+                    - type
+                    - grammar
+                  additionalProperties: false
+              discriminator:
+                propertyName: type
+          required:
+            - name
+      required:
+        - type
+        - custom
+    DeleteAssistantResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - assistant.deleted
+          x-stainless-const: true
+      required:
+        - id
+        - object
+        - deleted
+    DeleteCertificateResponse:
+      type: object
+      properties:
+        object:
+          description: The object type, must be `certificate.deleted`.
+          x-stainless-const: true
+          const: certificate.deleted
+        id:
+          type: string
+          description: The ID of the certificate that was deleted.
+      required:
+        - object
+        - id
+    DeleteFileResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        object:
+          type: string
+          enum:
+            - file
+          x-stainless-const: true
+        deleted:
+          type: boolean
+      required:
+        - id
+        - object
+        - deleted
+    DeleteFineTuningCheckpointPermissionResponse:
+      type: object
+      properties:
+        id:
+          type: string
+          description: The ID of the fine-tuned model checkpoint permission that was deleted.
+        object:
+          type: string
+          description: The object type, which is always "checkpoint.permission".
+          enum:
+            - checkpoint.permission
+          x-stainless-const: true
+        deleted:
+          type: boolean
+          description: Whether the fine-tuned model checkpoint permission was successfully deleted.
+      required:
+        - id
+        - object
+        - deleted
+    DeleteMessageResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - thread.message.deleted
+          x-stainless-const: true
+      required:
+        - id
+        - object
+        - deleted
+    DeleteModelResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+      required:
+        - id
+        - object
+        - deleted
+    DeleteThreadResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - thread.deleted
+          x-stainless-const: true
+      required:
+        - id
+        - object
+        - deleted
+    DeleteVectorStoreFileResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - vector_store.file.deleted
+          x-stainless-const: true
+      required:
+        - id
+        - object
+        - deleted
+    DeleteVectorStoreResponse:
+      type: object
+      properties:
+        id:
+          type: string
+        deleted:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - vector_store.deleted
+          x-stainless-const: true
+      required:
+        - id
+        - object
+        - deleted
+    DeletedConversation:
+      title: The deleted conversation object
+      allOf:
+        - $ref: '#/components/schemas/DeletedConversationResource'
+      x-oaiMeta:
+        name: The deleted conversation object
+        group: conversations
+    DoneEvent:
+      type: object
+      properties:
+        event:
+          type: string
+          enum:
+            - done
+          x-stainless-const: true
+        data:
+          type: string
+          enum:
+            - '[DONE]'
+          x-stainless-const: true
+      required:
+        - event
+        - data
+      description: Occurs when a stream ends.
+      x-oaiMeta:
+        dataDescription: '`data` is `[DONE]`'
+    Drag:
+      type: object
+      title: Drag
+      description: |
+        A drag action.
+      properties:
+        type:
+          type: string
+          enum:
+            - drag
+          default: drag
+          description: |
+            Specifies the event type. For a drag action, this property is
+            always set to `drag`.
+          x-stainless-const: true
+        path:
+          type: array
+          description: >
+            An array of coordinates representing the path of the drag action. Coordinates will appear as an
+            array
+
+            of objects, eg
+
+            ```
+
+            [
+              { x: 100, y: 200 },
+              { x: 200, y: 300 }
+            ]
+
+            ```
+          items:
+            $ref: '#/components/schemas/DragPoint'
+      required:
+        - type
+        - path
+    EasyInputMessage:
+      type: object
+      title: Input message
+      description: |
+        A message input to the model with a role indicating instruction following
+        hierarchy. Instructions given with the `developer` or `system` role take
+        precedence over instructions given with the `user` role. Messages with the
+        `assistant` role are presumed to have been generated by the model in previous
+        interactions.
+      properties:
+        role:
+          type: string
+          description: |
+            The role of the message input. One of `user`, `assistant`, `system`, or
+            `developer`.
+          enum:
+            - user
+            - assistant
+            - system
+            - developer
+        content:
+          description: |
+            Text, image, or audio input to the model, used to generate a response.
+            Can also contain previous assistant responses.
+          anyOf:
+            - type: string
+              title: Text input
+              description: |
+                A text input to the model.
+            - $ref: '#/components/schemas/InputMessageContentList'
+        type:
+          type: string
+          description: |
+            The type of the message input. Always `message`.
+          enum:
+            - message
+          x-stainless-const: true
+      required:
+        - role
+        - content
+    Embedding:
+      type: object
+      description: |
+        Represents an embedding vector returned by embedding endpoint.
+      properties:
+        index:
+          type: integer
+          description: The index of the embedding in the list of embeddings.
+        embedding:
+          type: array
+          description: >
+            The embedding vector, which is a list of floats. The length of vector depends on the model as
+            listed in the [embedding guide](https://platform.openai.com/docs/guides/embeddings).
+          items:
+            type: number
+            format: float
+        object:
+          type: string
+          description: The object type, which is always "embedding".
+          enum:
+            - embedding
+          x-stainless-const: true
+      required:
+        - index
+        - object
+        - embedding
+      x-oaiMeta:
+        name: The embedding object
+        example: |
+          {
+            "object": "embedding",
+            "embedding": [
+              0.0023064255,
+              -0.009327292,
+              .... (1536 floats total for ada-002)
+              -0.0028842222,
+            ],
+            "index": 0
+          }
+    Error:
+      type: object
+      properties:
+        code:
+          anyOf:
+            - type: string
+            - type: 'null'
+        message:
+          type: string
+        param:
+          anyOf:
+            - type: string
+            - type: 'null'
+        type:
+          type: string
+      required:
+        - type
+        - message
+        - param
+        - code
+    ErrorEvent:
+      type: object
+      properties:
+        event:
+          type: string
+          enum:
+            - error
+          x-stainless-const: true
+        data:
+          $ref: '#/components/schemas/Error'
+      required:
+        - event
+        - data
+      description: >-
+        Occurs when an [error](https://platform.openai.com/docs/guides/error-codes#api-errors) occurs. This
+        can happen due to an internal server error or a timeout.
+      x-oaiMeta:
+        dataDescription: '`data` is an [error](/docs/guides/error-codes#api-errors)'
+    ErrorResponse:
+      type: object
+      properties:
+        error:
+          $ref: '#/components/schemas/Error'
+      required:
+        - error
+    Eval:
+      type: object
+      title: Eval
+      description: |
+        An Eval object with a data source config and testing criteria.
+        An Eval represents a task to be done for your LLM integration.
+        Like:
+         - Improve the quality of my chatbot
+         - See how well my chatbot handles customer support
+         - Check if o4-mini is better at my usecase than gpt-4o
+      properties:
+        object:
+          type: string
+          enum:
+            - eval
+          default: eval
+          description: The object type.
+          x-stainless-const: true
+        id:
+          type: string
+          description: Unique identifier for the evaluation.
+        name:
+          type: string
+          description: The name of the evaluation.
+          example: Chatbot effectiveness Evaluation
+        data_source_config:
+          type: object
+          description: Configuration of data sources used in runs of the evaluation.
+          anyOf:
+            - $ref: '#/components/schemas/EvalCustomDataSourceConfig'
+            - $ref: '#/components/schemas/EvalLogsDataSourceConfig'
+            - $ref: '#/components/schemas/EvalStoredCompletionsDataSourceConfig'
+          discriminator:
+            propertyName: type
+        testing_criteria:
+          description: A list of testing criteria.
+          type: array
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/EvalGraderLabelModel'
+              - $ref: '#/components/schemas/EvalGraderStringCheck'
+              - $ref: '#/components/schemas/EvalGraderTextSimilarity'
+              - $ref: '#/components/schemas/EvalGraderPython'
+              - $ref: '#/components/schemas/EvalGraderScoreModel'
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the eval was created.
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - id
+        - data_source_config
+        - object
+        - testing_criteria
+        - name
+        - created_at
+        - metadata
+      x-oaiMeta:
+        name: The eval object
+        group: evals
+        example: |
+          {
+            "object": "eval",
+            "id": "eval_67abd54d9b0081909a86353f6fb9317a",
+            "data_source_config": {
+              "type": "custom",
+              "item_schema": {
+                "type": "object",
+                "properties": {
+                  "label": {"type": "string"},
+                },
+                "required": ["label"]
+              },
+              "include_sample_schema": true
+            },
+            "testing_criteria": [
+              {
+                "name": "My string check grader",
+                "type": "string_check",
+                "input": "{{sample.output_text}}",
+                "reference": "{{item.label}}",
+                "operation": "eq",
+              }
+            ],
+            "name": "External Data Eval",
+            "created_at": 1739314509,
+            "metadata": {
+              "test": "synthetics",
+            }
+          }
+    EvalApiError:
+      type: object
+      title: EvalApiError
+      description: |
+        An object representing an error response from the Eval API.
+      properties:
+        code:
+          type: string
+          description: The error code.
+        message:
+          type: string
+          description: The error message.
+      required:
+        - code
+        - message
+      x-oaiMeta:
+        name: The API error object
+        group: evals
+        example: |
+          {
+            "code": "internal_error",
+            "message": "The eval run failed due to an internal error."
+          }
+    EvalCustomDataSourceConfig:
+      type: object
+      title: CustomDataSourceConfig
+      description: |
+        A CustomDataSourceConfig which specifies the schema of your `item` and optionally `sample` namespaces.
+        The response schema defines the shape of the data that will be:
+        - Used to define your testing criteria and
+        - What data is required when creating a run
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          default: custom
+          description: The type of data source. Always `custom`.
+          x-stainless-const: true
+        schema:
+          type: object
+          description: |
+            The json schema for the run data source items.
+            Learn how to build JSON schemas [here](https://json-schema.org/).
+          additionalProperties: true
+      required:
+        - type
+        - schema
+      x-oaiMeta:
+        name: The eval custom data source config object
+        group: evals
+        example: |
+          {
+            "type": "custom",
+            "schema": {
+              "type": "object",
+              "properties": {
+                "item": {
+                  "type": "object",
+                  "properties": {
+                    "label": {"type": "string"},
+                  },
+                  "required": ["label"]
+                }
+              },
+              "required": ["item"]
+            }
+          }
+    EvalGraderLabelModel:
+      type: object
+      title: LabelModelGrader
+      allOf:
+        - $ref: '#/components/schemas/GraderLabelModel'
+    EvalGraderPython:
+      type: object
+      title: EvalGraderPython
+      allOf:
+        - $ref: '#/components/schemas/GraderPython'
+        - type: object
+          properties:
+            pass_threshold:
+              type: number
+              description: The threshold for the score.
+          x-oaiMeta:
+            name: Eval Python Grader
+            group: graders
+            example: |
+              {
+                "type": "python",
+                "name": "Example python grader",
+                "image_tag": "2025-05-08",
+                "source": """
+              def grade(sample: dict, item: dict) -> float:
+                  \"""
+                  Returns 1.0 if `output_text` equals `label`, otherwise 0.0.
+                  \"""
+                  output = sample.get("output_text")
+                  label = item.get("label")
+                  return 1.0 if output == label else 0.0
+              """,
+                "pass_threshold": 0.8
+              }
+    EvalGraderScoreModel:
+      type: object
+      title: EvalGraderScoreModel
+      allOf:
+        - $ref: '#/components/schemas/GraderScoreModel'
+        - type: object
+          properties:
+            pass_threshold:
+              type: number
+              description: The threshold for the score.
+    EvalGraderStringCheck:
+      type: object
+      title: StringCheckGrader
+      allOf:
+        - $ref: '#/components/schemas/GraderStringCheck'
+    EvalGraderTextSimilarity:
+      type: object
+      title: EvalGraderTextSimilarity
+      allOf:
+        - $ref: '#/components/schemas/GraderTextSimilarity'
+        - type: object
+          properties:
+            pass_threshold:
+              type: number
+              description: The threshold for the score.
+          required:
+            - pass_threshold
+          x-oaiMeta:
+            name: Text Similarity Grader
+            group: graders
+            example: |
+              {
+                "type": "text_similarity",
+                "name": "Example text similarity grader",
+                "input": "{{sample.output_text}}",
+                "reference": "{{item.label}}",
+                "pass_threshold": 0.8,
+                "evaluation_metric": "fuzzy_match"
+              }
+    EvalItem:
+      type: object
+      title: EvalItem
+      description: |
+        A message input to the model with a role indicating instruction following
+        hierarchy. Instructions given with the `developer` or `system` role take
+        precedence over instructions given with the `user` role. Messages with the
+        `assistant` role are presumed to have been generated by the model in previous
+        interactions.
+      properties:
+        role:
+          type: string
+          description: |
+            The role of the message input. One of `user`, `assistant`, `system`, or
+            `developer`.
+          enum:
+            - user
+            - assistant
+            - system
+            - developer
+        content:
+          description: |
+            Inputs to the model - can contain template strings.
+          anyOf:
+            - type: string
+              title: Text input
+              description: |
+                A text input to the model.
+            - $ref: '#/components/schemas/InputTextContent'
+            - type: object
+              title: Output text
+              description: |
+                A text output from the model.
+              properties:
+                type:
+                  type: string
+                  description: |
+                    The type of the output text. Always `output_text`.
+                  enum:
+                    - output_text
+                  x-stainless-const: true
+                text:
+                  type: string
+                  description: |
+                    The text output from the model.
+              required:
+                - type
+                - text
+            - type: object
+              title: Input image
+              description: |
+                An image input to the model.
+              properties:
+                type:
+                  type: string
+                  description: |
+                    The type of the image input. Always `input_image`.
+                  enum:
+                    - input_image
+                  x-stainless-const: true
+                image_url:
+                  type: string
+                  description: |
+                    The URL of the image input.
+                detail:
+                  type: string
+                  description: >
+                    The detail level of the image to be sent to the model. One of `high`, `low`, or `auto`.
+                    Defaults to `auto`.
+              required:
+                - type
+                - image_url
+            - $ref: '#/components/schemas/InputAudio'
+            - type: array
+              title: An array of Input text, Input image, and Input audio
+              description: >
+                A list of inputs, each of which may be either an input text, input image, or input audio
+                object.
+        type:
+          type: string
+          description: |
+            The type of the message input. Always `message`.
+          enum:
+            - message
+          x-stainless-const: true
+      required:
+        - role
+        - content
+    EvalJsonlFileContentSource:
+      type: object
+      title: EvalJsonlFileContentSource
+      properties:
+        type:
+          type: string
+          enum:
+            - file_content
+          default: file_content
+          description: The type of jsonl source. Always `file_content`.
+          x-stainless-const: true
+        content:
+          type: array
+          items:
+            type: object
+            properties:
+              item:
+                type: object
+                additionalProperties: true
+              sample:
+                type: object
+                additionalProperties: true
+            required:
+              - item
+          description: The content of the jsonl file.
+      required:
+        - type
+        - content
+    EvalJsonlFileIdSource:
+      type: object
+      title: EvalJsonlFileIdSource
+      properties:
+        type:
+          type: string
+          enum:
+            - file_id
+          default: file_id
+          description: The type of jsonl source. Always `file_id`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier of the file.
+      required:
+        - type
+        - id
+    EvalList:
+      type: object
+      title: EvalList
+      description: |
+        An object representing a list of evals.
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          default: list
+          description: |
+            The type of this object. It is always set to "list".
+          x-stainless-const: true
+        data:
+          type: array
+          description: |
+            An array of eval objects.
+          items:
+            $ref: '#/components/schemas/Eval'
+        first_id:
+          type: string
+          description: The identifier of the first eval in the data array.
+        last_id:
+          type: string
+          description: The identifier of the last eval in the data array.
+        has_more:
+          type: boolean
+          description: Indicates whether there are more evals available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: The eval list object
+        group: evals
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "object": "eval",
+                "id": "eval_67abd54d9b0081909a86353f6fb9317a",
+                "data_source_config": {
+                  "type": "custom",
+                  "schema": {
+                    "type": "object",
+                    "properties": {
+                      "item": {
+                        "type": "object",
+                        "properties": {
+                          "input": {
+                            "type": "string"
+                          },
+                          "ground_truth": {
+                            "type": "string"
+                          }
+                        },
+                        "required": [
+                          "input",
+                          "ground_truth"
+                        ]
+                      }
+                    },
+                    "required": [
+                      "item"
+                    ]
+                  }
+                },
+                "testing_criteria": [
+                  {
+                    "name": "String check",
+                    "id": "String check-2eaf2d8d-d649-4335-8148-9535a7ca73c2",
+                    "type": "string_check",
+                    "input": "{{item.input}}",
+                    "reference": "{{item.ground_truth}}",
+                    "operation": "eq"
+                  }
+                ],
+                "name": "External Data Eval",
+                "created_at": 1739314509,
+                "metadata": {},
+              }
+            ],
+            "first_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+            "last_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+            "has_more": true
+          }
+    EvalLogsDataSourceConfig:
+      type: object
+      title: LogsDataSourceConfig
+      description: >
+        A LogsDataSourceConfig which specifies the metadata property of your logs query.
+
+        This is usually metadata like `usecase=chatbot` or `prompt-version=v2`, etc.
+
+        The schema returned by this data source config is used to defined what variables are available in your
+        evals.
+
+        `item` and `sample` are both defined when using this data source config.
+      properties:
+        type:
+          type: string
+          enum:
+            - logs
+          default: logs
+          description: The type of data source. Always `logs`.
+          x-stainless-const: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        schema:
+          type: object
+          description: |
+            The json schema for the run data source items.
+            Learn how to build JSON schemas [here](https://json-schema.org/).
+          additionalProperties: true
+      required:
+        - type
+        - schema
+      x-oaiMeta:
+        name: The logs data source object for evals
+        group: evals
+        example: |
+          {
+            "type": "logs",
+            "metadata": {
+              "language": "english"
+            },
+            "schema": {
+              "type": "object",
+              "properties": {
+                "item": {
+                  "type": "object"
+                },
+                "sample": {
+                  "type": "object"
+                }
+              },
+              "required": [
+                "item",
+                "sample"
+              }
+          }
+    EvalResponsesSource:
+      type: object
+      title: EvalResponsesSource
+      description: |
+        A EvalResponsesSource object describing a run data source configuration.
+      properties:
+        type:
+          type: string
+          enum:
+            - responses
+          description: The type of run data source. Always `responses`.
+        metadata:
+          anyOf:
+            - type: object
+              description: Metadata filter for the responses. This is a query parameter used to select responses.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: >-
+                The name of the model to find responses for. This is a query parameter used to select
+                responses.
+            - type: 'null'
+        instructions_search:
+          anyOf:
+            - type: string
+              description: >-
+                Optional string to search the 'instructions' field. This is a query parameter used to select
+                responses.
+            - type: 'null'
+        created_after:
+          anyOf:
+            - type: integer
+              minimum: 0
+              description: >-
+                Only include items created after this timestamp (inclusive). This is a query parameter used to
+                select responses.
+            - type: 'null'
+        created_before:
+          anyOf:
+            - type: integer
+              minimum: 0
+              description: >-
+                Only include items created before this timestamp (inclusive). This is a query parameter used
+                to select responses.
+            - type: 'null'
+        reasoning_effort:
+          anyOf:
+            - $ref: '#/components/schemas/ReasoningEffort'
+              description: Optional reasoning effort parameter. This is a query parameter used to select responses.
+            - type: 'null'
+        temperature:
+          anyOf:
+            - type: number
+              description: Sampling temperature. This is a query parameter used to select responses.
+            - type: 'null'
+        top_p:
+          anyOf:
+            - type: number
+              description: Nucleus sampling parameter. This is a query parameter used to select responses.
+            - type: 'null'
+        users:
+          anyOf:
+            - type: array
+              items:
+                type: string
+              description: List of user identifiers. This is a query parameter used to select responses.
+            - type: 'null'
+        tools:
+          anyOf:
+            - type: array
+              items:
+                type: string
+              description: List of tool names. This is a query parameter used to select responses.
+            - type: 'null'
+      required:
+        - type
+      x-oaiMeta:
+        name: The run data source object used to configure an individual run
+        group: eval runs
+        example: |
+          {
+            "type": "responses",
+            "model": "gpt-4o-mini-2024-07-18",
+            "temperature": 0.7,
+            "top_p": 1.0,
+            "users": ["user1", "user2"],
+            "tools": ["tool1", "tool2"],
+            "instructions_search": "You are a coding assistant"
+          }
+    EvalRun:
+      type: object
+      title: EvalRun
+      description: |
+        A schema representing an evaluation run.
+      properties:
+        object:
+          type: string
+          enum:
+            - eval.run
+          default: eval.run
+          description: The type of the object. Always "eval.run".
+          x-stainless-const: true
+        id:
+          type: string
+          description: Unique identifier for the evaluation run.
+        eval_id:
+          type: string
+          description: The identifier of the associated evaluation.
+        status:
+          type: string
+          description: The status of the evaluation run.
+        model:
+          type: string
+          description: The model that is evaluated, if applicable.
+        name:
+          type: string
+          description: The name of the evaluation run.
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) when the evaluation run was created.
+        report_url:
+          type: string
+          description: The URL to the rendered evaluation run report on the UI dashboard.
+        result_counts:
+          type: object
+          description: Counters summarizing the outcomes of the evaluation run.
+          properties:
+            total:
+              type: integer
+              description: Total number of executed output items.
+            errored:
+              type: integer
+              description: Number of output items that resulted in an error.
+            failed:
+              type: integer
+              description: Number of output items that failed to pass the evaluation.
+            passed:
+              type: integer
+              description: Number of output items that passed the evaluation.
+          required:
+            - total
+            - errored
+            - failed
+            - passed
+        per_model_usage:
+          type: array
+          description: Usage statistics for each model during the evaluation run.
+          items:
+            type: object
+            properties:
+              model_name:
+                type: string
+                description: The name of the model.
+                x-stainless-naming:
+                  python:
+                    property_name: run_model_name
+              invocation_count:
+                type: integer
+                description: The number of invocations.
+              prompt_tokens:
+                type: integer
+                description: The number of prompt tokens used.
+              completion_tokens:
+                type: integer
+                description: The number of completion tokens generated.
+              total_tokens:
+                type: integer
+                description: The total number of tokens used.
+              cached_tokens:
+                type: integer
+                description: The number of tokens retrieved from cache.
+            required:
+              - model_name
+              - invocation_count
+              - prompt_tokens
+              - completion_tokens
+              - total_tokens
+              - cached_tokens
+        per_testing_criteria_results:
+          type: array
+          description: Results per testing criteria applied during the evaluation run.
+          items:
+            type: object
+            properties:
+              testing_criteria:
+                type: string
+                description: A description of the testing criteria.
+              passed:
+                type: integer
+                description: Number of tests passed for this criteria.
+              failed:
+                type: integer
+                description: Number of tests failed for this criteria.
+            required:
+              - testing_criteria
+              - passed
+              - failed
+        data_source:
+          type: object
+          description: Information about the run's data source.
+          anyOf:
+            - $ref: '#/components/schemas/CreateEvalJsonlRunDataSource'
+            - $ref: '#/components/schemas/CreateEvalCompletionsRunDataSource'
+            - $ref: '#/components/schemas/CreateEvalResponsesRunDataSource'
+          discriminator:
+            propertyName: type
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        error:
+          $ref: '#/components/schemas/EvalApiError'
+      required:
+        - object
+        - id
+        - eval_id
+        - status
+        - model
+        - name
+        - created_at
+        - report_url
+        - result_counts
+        - per_model_usage
+        - per_testing_criteria_results
+        - data_source
+        - metadata
+        - error
+      x-oaiMeta:
+        name: The eval run object
+        group: evals
+        example: |
+          {
+            "object": "eval.run",
+            "id": "evalrun_67e57965b480819094274e3a32235e4c",
+            "eval_id": "eval_67e579652b548190aaa83ada4b125f47",
+            "report_url": "https://platform.openai.com/evaluations/eval_67e579652b548190aaa83ada4b125f47?run_id=evalrun_67e57965b480819094274e3a32235e4c",
+            "status": "queued",
+            "model": "gpt-4o-mini",
+            "name": "gpt-4o-mini",
+            "created_at": 1743092069,
+            "result_counts": {
+              "total": 0,
+              "errored": 0,
+              "failed": 0,
+              "passed": 0
+            },
+            "per_model_usage": null,
+            "per_testing_criteria_results": null,
+            "data_source": {
+              "type": "completions",
+              "source": {
+                "type": "file_content",
+                "content": [
+                  {
+                    "item": {
+                      "input": "Tech Company Launches Advanced Artificial Intelligence Platform",
+                      "ground_truth": "Technology"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Central Bank Increases Interest Rates Amid Inflation Concerns",
+                      "ground_truth": "Markets"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "International Summit Addresses Climate Change Strategies",
+                      "ground_truth": "World"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Major Retailer Reports Record-Breaking Holiday Sales",
+                      "ground_truth": "Business"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "National Team Qualifies for World Championship Finals",
+                      "ground_truth": "Sports"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Stock Markets Rally After Positive Economic Data Released",
+                      "ground_truth": "Markets"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Global Manufacturer Announces Merger with Competitor",
+                      "ground_truth": "Business"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Breakthrough in Renewable Energy Technology Unveiled",
+                      "ground_truth": "Technology"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "World Leaders Sign Historic Climate Agreement",
+                      "ground_truth": "World"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Professional Athlete Sets New Record in Championship Event",
+                      "ground_truth": "Sports"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Financial Institutions Adapt to New Regulatory Requirements",
+                      "ground_truth": "Business"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Tech Conference Showcases Advances in Artificial Intelligence",
+                      "ground_truth": "Technology"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Global Markets Respond to Oil Price Fluctuations",
+                      "ground_truth": "Markets"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "International Cooperation Strengthened Through New Treaty",
+                      "ground_truth": "World"
+                    }
+                  },
+                  {
+                    "item": {
+                      "input": "Sports League Announces Revised Schedule for Upcoming Season",
+                      "ground_truth": "Sports"
+                    }
+                  }
+                ]
+              },
+              "input_messages": {
+                "type": "template",
+                "template": [
+                  {
+                    "type": "message",
+                    "role": "developer",
+                    "content": {
+                      "type": "input_text",
+                      "text": "Categorize a given news headline into one of the following topics: Technology, Markets, World, Business, or Sports.\n\n# Steps\n\n1. Analyze the content of the news headline to understand its primary focus.\n2. Extract the subject matter, identifying any key indicators or keywords.\n3. Use the identified indicators to determine the most suitable category out of the five options: Technology, Markets, World, Business, or Sports.\n4. Ensure only one category is selected per headline.\n\n# Output Format\n\nRespond with the chosen category as a single word. For instance: \"Technology\", \"Markets\", \"World\", \"Business\", or \"Sports\".\n\n# Examples\n\n**Input**: \"Apple Unveils New iPhone Model, Featuring Advanced AI Features\"  \n**Output**: \"Technology\"\n\n**Input**: \"Global Stocks Mixed as Investors Await Central Bank Decisions\"  \n**Output**: \"Markets\"\n\n**Input**: \"War in Ukraine: Latest Updates on Negotiation Status\"  \n**Output**: \"World\"\n\n**Input**: \"Microsoft in Talks to Acquire Gaming Company for $2 Billion\"  \n**Output**: \"Business\"\n\n**Input**: \"Manchester United Secures Win in Premier League Football Match\"  \n**Output**: \"Sports\" \n\n# Notes\n\n- If the headline appears to fit into more than one category, choose the most dominant theme.\n- Keywords or phrases such as \"stocks\", \"company acquisition\", \"match\", or technological brands can be good indicators for classification.\n"
+                    }
+                  },
+                  {
+                    "type": "message",
+                    "role": "user",
+                    "content": {
+                      "type": "input_text",
+                      "text": "{{item.input}}"
+                    }
+                  }
+                ]
+              },
+              "model": "gpt-4o-mini",
+              "sampling_params": {
+                "seed": 42,
+                "temperature": 1.0,
+                "top_p": 1.0,
+                "max_completions_tokens": 2048
+              }
+            },
+            "error": null,
+            "metadata": {}
+          }
+    EvalRunList:
+      type: object
+      title: EvalRunList
+      description: |
+        An object representing a list of runs for an evaluation.
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          default: list
+          description: |
+            The type of this object. It is always set to "list".
+          x-stainless-const: true
+        data:
+          type: array
+          description: |
+            An array of eval run objects.
+          items:
+            $ref: '#/components/schemas/EvalRun'
+        first_id:
+          type: string
+          description: The identifier of the first eval run in the data array.
+        last_id:
+          type: string
+          description: The identifier of the last eval run in the data array.
+        has_more:
+          type: boolean
+          description: Indicates whether there are more evals available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: The eval run list object
+        group: evals
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "object": "eval.run",
+                "id": "evalrun_67b7fbdad46c819092f6fe7a14189620",
+                "eval_id": "eval_67b7fa9a81a88190ab4aa417e397ea21",
+                "report_url": "https://platform.openai.com/evaluations/eval_67b7fa9a81a88190ab4aa417e397ea21?run_id=evalrun_67b7fbdad46c819092f6fe7a14189620",
+                "status": "completed",
+                "model": "o3-mini",
+                "name": "Academic Assistant",
+                "created_at": 1740110812,
+                "result_counts": {
+                  "total": 171,
+                  "errored": 0,
+                  "failed": 80,
+                  "passed": 91
+                },
+                "per_model_usage": null,
+                "per_testing_criteria_results": [
+                  {
+                    "testing_criteria": "String check grader",
+                    "passed": 91,
+                    "failed": 80
+                  }
+                ],
+                "run_data_source": {
+                  "type": "completions",
+                  "template_messages": [
+                    {
+                      "type": "message",
+                      "role": "system",
+                      "content": {
+                        "type": "input_text",
+                        "text": "You are a helpful assistant."
+                      }
+                    },
+                    {
+                      "type": "message",
+                      "role": "user",
+                      "content": {
+                        "type": "input_text",
+                        "text": "Hello, can you help me with my homework?"
+                      }
+                    }
+                  ],
+                  "datasource_reference": null,
+                  "model": "o3-mini",
+                  "max_completion_tokens": null,
+                  "seed": null,
+                  "temperature": null,
+                  "top_p": null
+                },
+                "error": null,
+                "metadata": {"test": "synthetics"}
+              }
+            ],
+            "first_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+            "last_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+            "has_more": false
+          }
+    EvalRunOutputItem:
+      type: object
+      title: EvalRunOutputItem
+      description: |
+        A schema representing an evaluation run output item.
+      properties:
+        object:
+          type: string
+          enum:
+            - eval.run.output_item
+          default: eval.run.output_item
+          description: The type of the object. Always "eval.run.output_item".
+          x-stainless-const: true
+        id:
+          type: string
+          description: Unique identifier for the evaluation run output item.
+        run_id:
+          type: string
+          description: The identifier of the evaluation run associated with this output item.
+        eval_id:
+          type: string
+          description: The identifier of the evaluation group.
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) when the evaluation run was created.
+        status:
+          type: string
+          description: The status of the evaluation run.
+        datasource_item_id:
+          type: integer
+          description: The identifier for the data source item.
+        datasource_item:
+          type: object
+          description: Details of the input data source item.
+          additionalProperties: true
+        results:
+          type: array
+          description: A list of grader results for this output item.
+          items:
+            $ref: '#/components/schemas/EvalRunOutputItemResult'
+        sample:
+          type: object
+          description: A sample containing the input and output of the evaluation run.
+          properties:
+            input:
+              type: array
+              description: An array of input messages.
+              items:
+                type: object
+                description: An input message.
+                properties:
+                  role:
+                    type: string
+                    description: The role of the message sender (e.g., system, user, developer).
+                  content:
+                    type: string
+                    description: The content of the message.
+                required:
+                  - role
+                  - content
+            output:
+              type: array
+              description: An array of output messages.
+              items:
+                type: object
+                properties:
+                  role:
+                    type: string
+                    description: The role of the message (e.g. "system", "assistant", "user").
+                  content:
+                    type: string
+                    description: The content of the message.
+            finish_reason:
+              type: string
+              description: The reason why the sample generation was finished.
+            model:
+              type: string
+              description: The model used for generating the sample.
+            usage:
+              type: object
+              description: Token usage details for the sample.
+              properties:
+                total_tokens:
+                  type: integer
+                  description: The total number of tokens used.
+                completion_tokens:
+                  type: integer
+                  description: The number of completion tokens generated.
+                prompt_tokens:
+                  type: integer
+                  description: The number of prompt tokens used.
+                cached_tokens:
+                  type: integer
+                  description: The number of tokens retrieved from cache.
+              required:
+                - total_tokens
+                - completion_tokens
+                - prompt_tokens
+                - cached_tokens
+            error:
+              $ref: '#/components/schemas/EvalApiError'
+            temperature:
+              type: number
+              description: The sampling temperature used.
+            max_completion_tokens:
+              type: integer
+              description: The maximum number of tokens allowed for completion.
+            top_p:
+              type: number
+              description: The top_p value used for sampling.
+            seed:
+              type: integer
+              description: The seed used for generating the sample.
+          required:
+            - input
+            - output
+            - finish_reason
+            - model
+            - usage
+            - error
+            - temperature
+            - max_completion_tokens
+            - top_p
+            - seed
+      required:
+        - object
+        - id
+        - run_id
+        - eval_id
+        - created_at
+        - status
+        - datasource_item_id
+        - datasource_item
+        - results
+        - sample
+      x-oaiMeta:
+        name: The eval run output item object
+        group: evals
+        example: |
+          {
+            "object": "eval.run.output_item",
+            "id": "outputitem_67abd55eb6548190bb580745d5644a33",
+            "run_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+            "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+            "created_at": 1739314509,
+            "status": "pass",
+            "datasource_item_id": 137,
+            "datasource_item": {
+                "teacher": "To grade essays, I only check for style, content, and grammar.",
+                "student": "I am a student who is trying to write the best essay."
+            },
+            "results": [
+              {
+                "name": "String Check Grader",
+                "type": "string-check-grader",
+                "score": 1.0,
+                "passed": true,
+              }
+            ],
+            "sample": {
+              "input": [
+                {
+                  "role": "system",
+                  "content": "You are an evaluator bot..."
+                },
+                {
+                  "role": "user",
+                  "content": "You are assessing..."
+                }
+              ],
+              "output": [
+                {
+                  "role": "assistant",
+                  "content": "The rubric is not clear nor concise."
+                }
+              ],
+              "finish_reason": "stop",
+              "model": "gpt-4o-2024-08-06",
+              "usage": {
+                "total_tokens": 521,
+                "completion_tokens": 2,
+                "prompt_tokens": 519,
+                "cached_tokens": 0
+              },
+              "error": null,
+              "temperature": 1.0,
+              "max_completion_tokens": 2048,
+              "top_p": 1.0,
+              "seed": 42
+            }
+          }
+    EvalRunOutputItemList:
+      type: object
+      title: EvalRunOutputItemList
+      description: |
+        An object representing a list of output items for an evaluation run.
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          default: list
+          description: |
+            The type of this object. It is always set to "list".
+          x-stainless-const: true
+        data:
+          type: array
+          description: |
+            An array of eval run output item objects.
+          items:
+            $ref: '#/components/schemas/EvalRunOutputItem'
+        first_id:
+          type: string
+          description: The identifier of the first eval run output item in the data array.
+        last_id:
+          type: string
+          description: The identifier of the last eval run output item in the data array.
+        has_more:
+          type: boolean
+          description: Indicates whether there are more eval run output items available.
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: The eval run output item list object
+        group: evals
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "object": "eval.run.output_item",
+                "id": "outputitem_67abd55eb6548190bb580745d5644a33",
+                "run_id": "evalrun_67abd54d60ec8190832b46859da808f7",
+                "eval_id": "eval_67abd54d9b0081909a86353f6fb9317a",
+                "created_at": 1739314509,
+                "status": "pass",
+                "datasource_item_id": 137,
+                "datasource_item": {
+                    "teacher": "To grade essays, I only check for style, content, and grammar.",
+                    "student": "I am a student who is trying to write the best essay."
+                },
+                "results": [
+                  {
+                    "name": "String Check Grader",
+                    "type": "string-check-grader",
+                    "score": 1.0,
+                    "passed": true,
+                  }
+                ],
+                "sample": {
+                  "input": [
+                    {
+                      "role": "system",
+                      "content": "You are an evaluator bot..."
+                    },
+                    {
+                      "role": "user",
+                      "content": "You are assessing..."
+                    }
+                  ],
+                  "output": [
+                    {
+                      "role": "assistant",
+                      "content": "The rubric is not clear nor concise."
+                    }
+                  ],
+                  "finish_reason": "stop",
+                  "model": "gpt-4o-2024-08-06",
+                  "usage": {
+                    "total_tokens": 521,
+                    "completion_tokens": 2,
+                    "prompt_tokens": 519,
+                    "cached_tokens": 0
+                  },
+                  "error": null,
+                  "temperature": 1.0,
+                  "max_completion_tokens": 2048,
+                  "top_p": 1.0,
+                  "seed": 42
+                }
+              },
+            ],
+            "first_id": "outputitem_67abd55eb6548190bb580745d5644a33",
+            "last_id": "outputitem_67abd55eb6548190bb580745d5644a33",
+            "has_more": false
+          }
+    EvalRunOutputItemResult:
+      type: object
+      title: EvalRunOutputItemResult
+      description: |
+        A single grader result for an evaluation run output item.
+      properties:
+        name:
+          type: string
+          description: The name of the grader.
+        type:
+          type: string
+          description: The grader type (for example, "string-check-grader").
+        score:
+          type: number
+          description: The numeric score produced by the grader.
+        passed:
+          type: boolean
+          description: Whether the grader considered the output a pass.
+        sample:
+          anyOf:
+            - type: object
+              additionalProperties: true
+            - type: 'null'
+          description: Optional sample or intermediate data produced by the grader.
+      additionalProperties: true
+      required:
+        - name
+        - score
+        - passed
+    EvalStoredCompletionsDataSourceConfig:
+      type: object
+      title: StoredCompletionsDataSourceConfig
+      description: |
+        Deprecated in favor of LogsDataSourceConfig.
+      properties:
+        type:
+          type: string
+          enum:
+            - stored_completions
+          default: stored_completions
+          description: The type of data source. Always `stored_completions`.
+          x-stainless-const: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        schema:
+          type: object
+          description: |
+            The json schema for the run data source items.
+            Learn how to build JSON schemas [here](https://json-schema.org/).
+          additionalProperties: true
+      required:
+        - type
+        - schema
+      deprecated: true
+      x-oaiMeta:
+        name: The stored completions data source object for evals
+        group: evals
+        example: |
+          {
+            "type": "stored_completions",
+            "metadata": {
+              "language": "english"
+            },
+            "schema": {
+              "type": "object",
+              "properties": {
+                "item": {
+                  "type": "object"
+                },
+                "sample": {
+                  "type": "object"
+                }
+              },
+              "required": [
+                "item",
+                "sample"
+              }
+          }
+    EvalStoredCompletionsSource:
+      type: object
+      title: StoredCompletionsRunDataSource
+      description: |
+        A StoredCompletionsRunDataSource configuration describing a set of filters
+      properties:
+        type:
+          type: string
+          enum:
+            - stored_completions
+          default: stored_completions
+          description: The type of source. Always `stored_completions`.
+          x-stainless-const: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        model:
+          anyOf:
+            - type: string
+              description: An optional model to filter by (e.g., 'gpt-4o').
+            - type: 'null'
+        created_after:
+          anyOf:
+            - type: integer
+              description: An optional Unix timestamp to filter items created after this time.
+            - type: 'null'
+        created_before:
+          anyOf:
+            - type: integer
+              description: An optional Unix timestamp to filter items created before this time.
+            - type: 'null'
+        limit:
+          anyOf:
+            - type: integer
+              description: An optional maximum number of items to return.
+            - type: 'null'
+      required:
+        - type
+      x-oaiMeta:
+        name: The stored completions data source object used to configure an individual run
+        group: eval runs
+        example: |
+          {
+            "type": "stored_completions",
+            "model": "gpt-4o",
+            "created_after": 1668124800,
+            "created_before": 1668124900,
+            "limit": 100,
+            "metadata": {}
+          }
+    FileExpirationAfter:
+      type: object
+      title: File expiration policy
+      description: >-
+        The expiration policy for a file. By default, files with `purpose=batch` expire after 30 days and all
+        other files are persisted until they are manually deleted.
+      properties:
+        anchor:
+          description: 'Anchor timestamp after which the expiration policy applies. Supported anchors: `created_at`.'
+          type: string
+          enum:
+            - created_at
+          x-stainless-const: true
+        seconds:
+          description: >-
+            The number of seconds after the anchor time that the file will expire. Must be between 3600 (1
+            hour) and 2592000 (30 days).
+          type: integer
+          minimum: 3600
+          maximum: 2592000
+      required:
+        - anchor
+        - seconds
+    FilePath:
+      type: object
+      title: File path
+      description: |
+        A path to a file.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the file path. Always `file_path`.
+          enum:
+            - file_path
+          x-stainless-const: true
+        file_id:
+          type: string
+          description: |
+            The ID of the file.
+        index:
+          type: integer
+          description: |
+            The index of the file in the list of files.
+      required:
+        - type
+        - file_id
+        - index
+    FileSearchRanker:
+      type: string
+      description: The ranker to use for the file search. If not specified will use the `auto` ranker.
+      enum:
+        - auto
+        - default_2024_08_21
+    FileSearchRankingOptions:
+      title: File search tool call ranking options
+      type: object
+      description: >
+        The ranking options for the file search. If not specified, the file search tool will use the `auto`
+        ranker and a score_threshold of 0.
+
+
+        See the [file search tool
+        documentation](https://platform.openai.com/docs/assistants/tools/file-search#customizing-file-search-settings)
+        for more information.
+      properties:
+        ranker:
+          $ref: '#/components/schemas/FileSearchRanker'
+        score_threshold:
+          type: number
+          description: >-
+            The score threshold for the file search. All values must be a floating point number between 0 and
+            1.
+          minimum: 0
+          maximum: 1
+      required:
+        - score_threshold
+    FileSearchToolCall:
+      type: object
+      title: File search tool call
+      description: |
+        The results of a file search tool call. See the
+        [file search guide](https://platform.openai.com/docs/guides/tools-file-search) for more information.
+      properties:
+        id:
+          type: string
+          description: |
+            The unique ID of the file search tool call.
+        type:
+          type: string
+          enum:
+            - file_search_call
+          description: |
+            The type of the file search tool call. Always `file_search_call`.
+          x-stainless-const: true
+        status:
+          type: string
+          description: |
+            The status of the file search tool call. One of `in_progress`,
+            `searching`, `incomplete` or `failed`,
+          enum:
+            - in_progress
+            - searching
+            - completed
+            - incomplete
+            - failed
+        queries:
+          type: array
+          items:
+            type: string
+          description: |
+            The queries used to search for files.
+        results:
+          anyOf:
+            - type: array
+              description: |
+                The results of the file search tool call.
+              items:
+                type: object
+                properties:
+                  file_id:
+                    type: string
+                    description: |
+                      The unique ID of the file.
+                  text:
+                    type: string
+                    description: |
+                      The text that was retrieved from the file.
+                  filename:
+                    type: string
+                    description: |
+                      The name of the file.
+                  attributes:
+                    $ref: '#/components/schemas/VectorStoreFileAttributes'
+                  score:
+                    type: number
+                    format: float
+                    description: |
+                      The relevance score of the file - a value between 0 and 1.
+            - type: 'null'
+      required:
+        - id
+        - type
+        - status
+        - queries
+    FineTuneChatCompletionRequestAssistantMessage:
+      allOf:
+        - type: object
+          title: Assistant message
+          deprecated: false
+          properties:
+            weight:
+              type: integer
+              enum:
+                - 0
+                - 1
+              description: Controls whether the assistant message is trained against (0 or 1)
+        - $ref: '#/components/schemas/ChatCompletionRequestAssistantMessage'
+      required:
+        - role
+    FineTuneChatRequestInput:
+      type: object
+      description: |
+        The per-line training example of a fine-tuning input file for chat models using the supervised method.
+        Input messages may contain text or image content only. Audio and file input messages
+        are not currently supported for fine-tuning.
+      properties:
+        messages:
+          type: array
+          minItems: 1
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/ChatCompletionRequestSystemMessage'
+              - $ref: '#/components/schemas/ChatCompletionRequestUserMessage'
+              - $ref: '#/components/schemas/FineTuneChatCompletionRequestAssistantMessage'
+              - $ref: '#/components/schemas/ChatCompletionRequestToolMessage'
+              - $ref: '#/components/schemas/ChatCompletionRequestFunctionMessage'
+        tools:
+          type: array
+          description: A list of tools the model may generate JSON inputs for.
+          items:
+            $ref: '#/components/schemas/ChatCompletionTool'
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        functions:
+          deprecated: true
+          description: A list of functions the model may generate JSON inputs for.
+          type: array
+          minItems: 1
+          maxItems: 128
+          items:
+            $ref: '#/components/schemas/ChatCompletionFunctions'
+      x-oaiMeta:
+        name: Training format for chat models using the supervised method
+        example: |
+          {
+            "messages": [
+              { "role": "user", "content": "What is the weather in San Francisco?" },
+              {
+                "role": "assistant",
+                "tool_calls": [
+                  {
+                    "id": "call_id",
+                    "type": "function",
+                    "function": {
+                      "name": "get_current_weather",
+                      "arguments": "{\"location\": \"San Francisco, USA\", \"format\": \"celsius\"}"
+                    }
+                  }
+                ]
+              }
+            ],
+            "parallel_tool_calls": false,
+            "tools": [
+              {
+                "type": "function",
+                "function": {
+                  "name": "get_current_weather",
+                  "description": "Get the current weather",
+                  "parameters": {
+                    "type": "object",
+                    "properties": {
+                      "location": {
+                          "type": "string",
+                          "description": "The city and country, eg. San Francisco, USA"
+                      },
+                      "format": { "type": "string", "enum": ["celsius", "fahrenheit"] }
+                    },
+                    "required": ["location", "format"]
+                  }
+                }
+              }
+            ]
+          }
+    FineTuneDPOHyperparameters:
+      type: object
+      description: The hyperparameters used for the DPO fine-tuning job.
+      properties:
+        beta:
+          description: >
+            The beta value for the DPO method. A higher beta value will increase the weight of the penalty
+            between the policy and reference model.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: number
+              minimum: 0
+              maximum: 2
+              exclusiveMinimum: true
+        batch_size:
+          description: >
+            Number of examples in each batch. A larger batch size means that model parameters are updated less
+            frequently, but with lower variance.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 256
+        learning_rate_multiplier:
+          description: |
+            Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: number
+              minimum: 0
+              exclusiveMinimum: true
+        n_epochs:
+          description: >
+            The number of epochs to train the model for. An epoch refers to one full cycle through the
+            training dataset.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 50
+    FineTuneDPOMethod:
+      type: object
+      description: Configuration for the DPO fine-tuning method.
+      properties:
+        hyperparameters:
+          $ref: '#/components/schemas/FineTuneDPOHyperparameters'
+    FineTuneMethod:
+      type: object
+      description: The method used for fine-tuning.
+      properties:
+        type:
+          type: string
+          description: The type of method. Is either `supervised`, `dpo`, or `reinforcement`.
+          enum:
+            - supervised
+            - dpo
+            - reinforcement
+        supervised:
+          $ref: '#/components/schemas/FineTuneSupervisedMethod'
+        dpo:
+          $ref: '#/components/schemas/FineTuneDPOMethod'
+        reinforcement:
+          $ref: '#/components/schemas/FineTuneReinforcementMethod'
+      required:
+        - type
+    FineTunePreferenceRequestInput:
+      type: object
+      description: |
+        The per-line training example of a fine-tuning input file for chat models using the dpo method.
+        Input messages may contain text or image content only. Audio and file input messages
+        are not currently supported for fine-tuning.
+      properties:
+        input:
+          type: object
+          properties:
+            messages:
+              type: array
+              minItems: 1
+              items:
+                anyOf:
+                  - $ref: '#/components/schemas/ChatCompletionRequestSystemMessage'
+                  - $ref: '#/components/schemas/ChatCompletionRequestUserMessage'
+                  - $ref: '#/components/schemas/FineTuneChatCompletionRequestAssistantMessage'
+                  - $ref: '#/components/schemas/ChatCompletionRequestToolMessage'
+                  - $ref: '#/components/schemas/ChatCompletionRequestFunctionMessage'
+            tools:
+              type: array
+              description: A list of tools the model may generate JSON inputs for.
+              items:
+                $ref: '#/components/schemas/ChatCompletionTool'
+            parallel_tool_calls:
+              $ref: '#/components/schemas/ParallelToolCalls'
+        preferred_output:
+          type: array
+          description: The preferred completion message for the output.
+          maxItems: 1
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/ChatCompletionRequestAssistantMessage'
+        non_preferred_output:
+          type: array
+          description: The non-preferred completion message for the output.
+          maxItems: 1
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/ChatCompletionRequestAssistantMessage'
+      x-oaiMeta:
+        name: Training format for chat models using the preference method
+        example: |
+          {
+            "input": {
+              "messages": [
+                { "role": "user", "content": "What is the weather in San Francisco?" }
+              ]
+            },
+            "preferred_output": [
+              {
+                "role": "assistant",
+                "content": "The weather in San Francisco is 70 degrees Fahrenheit."
+              }
+            ],
+            "non_preferred_output": [
+              {
+                "role": "assistant",
+                "content": "The weather in San Francisco is 21 degrees Celsius."
+              }
+            ]
+          }
+    FineTuneReinforcementHyperparameters:
+      type: object
+      description: The hyperparameters used for the reinforcement fine-tuning job.
+      properties:
+        batch_size:
+          description: >
+            Number of examples in each batch. A larger batch size means that model parameters are updated less
+            frequently, but with lower variance.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 256
+        learning_rate_multiplier:
+          description: |
+            Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: number
+              minimum: 0
+              exclusiveMinimum: true
+        n_epochs:
+          description: >
+            The number of epochs to train the model for. An epoch refers to one full cycle through the
+            training dataset.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 50
+        reasoning_effort:
+          description: |
+            Level of reasoning effort.
+          type: string
+          enum:
+            - default
+            - low
+            - medium
+            - high
+          default: default
+        compute_multiplier:
+          description: |
+            Multiplier on amount of compute used for exploring search space during training.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: number
+              minimum: 0.00001
+              maximum: 10
+              exclusiveMinimum: true
+        eval_interval:
+          description: |
+            The number of training steps between evaluation runs.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+        eval_samples:
+          description: |
+            Number of evaluation samples to generate per training step.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+    FineTuneReinforcementMethod:
+      type: object
+      description: Configuration for the reinforcement fine-tuning method.
+      properties:
+        grader:
+          type: object
+          description: The grader used for the fine-tuning job.
+          anyOf:
+            - $ref: '#/components/schemas/GraderStringCheck'
+            - $ref: '#/components/schemas/GraderTextSimilarity'
+            - $ref: '#/components/schemas/GraderPython'
+            - $ref: '#/components/schemas/GraderScoreModel'
+            - $ref: '#/components/schemas/GraderMulti'
+        hyperparameters:
+          $ref: '#/components/schemas/FineTuneReinforcementHyperparameters'
+      required:
+        - grader
+    FineTuneReinforcementRequestInput:
+      type: object
+      unevaluatedProperties: true
+      description: >
+        Per-line training example for reinforcement fine-tuning. Note that `messages` and `tools` are the only
+        reserved keywords.
+
+        Any other arbitrary key-value data can be included on training datapoints and will be available to
+        reference during grading under the `{{ item.XXX }}` template variable.
+
+        Input messages may contain text or image content only. Audio and file input messages
+
+        are not currently supported for fine-tuning.
+      required:
+        - messages
+      properties:
+        messages:
+          type: array
+          minItems: 1
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/ChatCompletionRequestDeveloperMessage'
+              - $ref: '#/components/schemas/ChatCompletionRequestUserMessage'
+              - $ref: '#/components/schemas/FineTuneChatCompletionRequestAssistantMessage'
+              - $ref: '#/components/schemas/ChatCompletionRequestToolMessage'
+        tools:
+          type: array
+          description: A list of tools the model may generate JSON inputs for.
+          items:
+            $ref: '#/components/schemas/ChatCompletionTool'
+      x-oaiMeta:
+        name: Training format for reasoning models using the reinforcement method
+        example: |
+          {
+            "messages": [
+              {
+                "role": "user",
+                "content": "Your task is to take a chemical in SMILES format and predict the number of hydrobond bond donors and acceptors according to Lipinkski's rule. CCN(CC)CCC(=O)c1sc(N)nc1C"
+              },
+            ],
+            # Any other JSON data can be inserted into an example and referenced during RFT grading
+            "reference_answer": {
+              "donor_bond_counts": 5,
+              "acceptor_bond_counts": 7
+            }
+          }
+    FineTuneSupervisedHyperparameters:
+      type: object
+      description: The hyperparameters used for the fine-tuning job.
+      properties:
+        batch_size:
+          description: >
+            Number of examples in each batch. A larger batch size means that model parameters are updated less
+            frequently, but with lower variance.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 256
+        learning_rate_multiplier:
+          description: |
+            Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: number
+              minimum: 0
+              exclusiveMinimum: true
+        n_epochs:
+          description: >
+            The number of epochs to train the model for. An epoch refers to one full cycle through the
+            training dataset.
+          default: auto
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: integer
+              minimum: 1
+              maximum: 50
+    FineTuneSupervisedMethod:
+      type: object
+      description: Configuration for the supervised fine-tuning method.
+      properties:
+        hyperparameters:
+          $ref: '#/components/schemas/FineTuneSupervisedHyperparameters'
+    FineTuningCheckpointPermission:
+      type: object
+      title: FineTuningCheckpointPermission
+      description: |
+        The `checkpoint.permission` object represents a permission for a fine-tuned model checkpoint.
+      properties:
+        id:
+          type: string
+          description: The permission identifier, which can be referenced in the API endpoints.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the permission was created.
+        project_id:
+          type: string
+          description: The project identifier that the permission is for.
+        object:
+          type: string
+          description: The object type, which is always "checkpoint.permission".
+          enum:
+            - checkpoint.permission
+          x-stainless-const: true
+      required:
+        - created_at
+        - id
+        - object
+        - project_id
+      x-oaiMeta:
+        name: The fine-tuned model checkpoint permission object
+        example: |
+          {
+            "object": "checkpoint.permission",
+            "id": "cp_zc4Q7MP6XxulcVzj4MZdwsAB",
+            "created_at": 1712211699,
+            "project_id": "proj_abGMw1llN8IrBb6SvvY5A1iH"
+          }
+    FineTuningIntegration:
+      type: object
+      title: Fine-Tuning Job Integration
+      required:
+        - type
+        - wandb
+      properties:
+        type:
+          type: string
+          description: The type of the integration being enabled for the fine-tuning job
+          enum:
+            - wandb
+          x-stainless-const: true
+        wandb:
+          type: object
+          description: |
+            The settings for your integration with Weights and Biases. This payload specifies the project that
+            metrics will be sent to. Optionally, you can set an explicit display name for your run, add tags
+            to your run, and set a default entity (team, username, etc) to be associated with your run.
+          required:
+            - project
+          properties:
+            project:
+              description: |
+                The name of the project that the new run will be created under.
+              type: string
+              example: my-wandb-project
+            name:
+              anyOf:
+                - description: |
+                    A display name to set for the run. If not set, we will use the Job ID as the name.
+                  type: string
+                - type: 'null'
+            entity:
+              anyOf:
+                - description: >
+                    The entity to use for the run. This allows you to set the team or username of the WandB
+                    user that you would
+
+                    like associated with the run. If not set, the default entity for the registered WandB API
+                    key is used.
+                  type: string
+                - type: 'null'
+            tags:
+              description: >
+                A list of tags to be attached to the newly created run. These tags are passed through directly
+                to WandB. Some
+
+                default tags are generated by OpenAI: "openai/finetune", "openai/{base-model}",
+                "openai/{ftjob-abcdef}".
+              type: array
+              items:
+                type: string
+                example: custom-tag
+    FineTuningJob:
+      type: object
+      title: FineTuningJob
+      description: |
+        The `fine_tuning.job` object represents a fine-tuning job that has been created through the API.
+      properties:
+        id:
+          type: string
+          description: The object identifier, which can be referenced in the API endpoints.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the fine-tuning job was created.
+        error:
+          anyOf:
+            - type: object
+              description: >-
+                For fine-tuning jobs that have `failed`, this will contain more information on the cause of
+                the failure.
+              properties:
+                code:
+                  type: string
+                  description: A machine-readable error code.
+                message:
+                  type: string
+                  description: A human-readable error message.
+                param:
+                  anyOf:
+                    - type: string
+                      description: >-
+                        The parameter that was invalid, usually `training_file` or `validation_file`. This
+                        field will be null if the failure was not parameter-specific.
+                    - type: 'null'
+              required:
+                - code
+                - message
+                - param
+            - type: 'null'
+        fine_tuned_model:
+          anyOf:
+            - type: string
+              description: >-
+                The name of the fine-tuned model that is being created. The value will be null if the
+                fine-tuning job is still running.
+            - type: 'null'
+        finished_at:
+          anyOf:
+            - type: integer
+              description: >-
+                The Unix timestamp (in seconds) for when the fine-tuning job was finished. The value will be
+                null if the fine-tuning job is still running.
+            - type: 'null'
+        hyperparameters:
+          type: object
+          description: >-
+            The hyperparameters used for the fine-tuning job. This value will only be returned when running
+            `supervised` jobs.
+          properties:
+            batch_size:
+              anyOf:
+                - description: |
+                    Number of examples in each batch. A larger batch size means that model parameters
+                    are updated less frequently, but with lower variance.
+                  default: auto
+                  anyOf:
+                    - type: string
+                      enum:
+                        - auto
+                      x-stainless-const: true
+                    - type: integer
+                      minimum: 1
+                      maximum: 256
+                  title: Auto
+                - type: 'null'
+                  title: Manual
+            learning_rate_multiplier:
+              description: |
+                Scaling factor for the learning rate. A smaller learning rate may be useful to avoid
+                overfitting.
+              anyOf:
+                - type: string
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                  title: Auto
+                - type: number
+                  minimum: 0
+                  exclusiveMinimum: true
+            n_epochs:
+              description: |
+                The number of epochs to train the model for. An epoch refers to one full cycle
+                through the training dataset.
+              default: auto
+              anyOf:
+                - type: string
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                  title: Auto
+                - type: integer
+                  minimum: 1
+                  maximum: 50
+        model:
+          type: string
+          description: The base model that is being fine-tuned.
+        object:
+          type: string
+          description: The object type, which is always "fine_tuning.job".
+          enum:
+            - fine_tuning.job
+          x-stainless-const: true
+        organization_id:
+          type: string
+          description: The organization that owns the fine-tuning job.
+        result_files:
+          type: array
+          description: >-
+            The compiled results file ID(s) for the fine-tuning job. You can retrieve the results with the
+            [Files API](https://platform.openai.com/docs/api-reference/files/retrieve-contents).
+          items:
+            type: string
+            example: file-abc123
+        status:
+          type: string
+          description: >-
+            The current status of the fine-tuning job, which can be either `validating_files`, `queued`,
+            `running`, `succeeded`, `failed`, or `cancelled`.
+          enum:
+            - validating_files
+            - queued
+            - running
+            - succeeded
+            - failed
+            - cancelled
+        trained_tokens:
+          anyOf:
+            - type: integer
+              description: >-
+                The total number of billable tokens processed by this fine-tuning job. The value will be null
+                if the fine-tuning job is still running.
+            - type: 'null'
+        training_file:
+          type: string
+          description: >-
+            The file ID used for training. You can retrieve the training data with the [Files
+            API](https://platform.openai.com/docs/api-reference/files/retrieve-contents).
+        validation_file:
+          anyOf:
+            - type: string
+              description: >-
+                The file ID used for validation. You can retrieve the validation results with the [Files
+                API](https://platform.openai.com/docs/api-reference/files/retrieve-contents).
+            - type: 'null'
+        integrations:
+          anyOf:
+            - type: array
+              description: A list of integrations to enable for this fine-tuning job.
+              maxItems: 5
+              items:
+                anyOf:
+                  - $ref: '#/components/schemas/FineTuningIntegration'
+                discriminator:
+                  propertyName: type
+            - type: 'null'
+        seed:
+          type: integer
+          description: The seed used for the fine-tuning job.
+        estimated_finish:
+          anyOf:
+            - type: integer
+              description: >-
+                The Unix timestamp (in seconds) for when the fine-tuning job is estimated to finish. The value
+                will be null if the fine-tuning job is not running.
+            - type: 'null'
+        method:
+          $ref: '#/components/schemas/FineTuneMethod'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - created_at
+        - error
+        - finished_at
+        - fine_tuned_model
+        - hyperparameters
+        - id
+        - model
+        - object
+        - organization_id
+        - result_files
+        - status
+        - trained_tokens
+        - training_file
+        - validation_file
+        - seed
+      x-oaiMeta:
+        name: The fine-tuning job object
+        example: |
+          {
+            "object": "fine_tuning.job",
+            "id": "ftjob-abc123",
+            "model": "davinci-002",
+            "created_at": 1692661014,
+            "finished_at": 1692661190,
+            "fine_tuned_model": "ft:davinci-002:my-org:custom_suffix:7q8mpxmy",
+            "organization_id": "org-123",
+            "result_files": [
+                "file-abc123"
+            ],
+            "status": "succeeded",
+            "validation_file": null,
+            "training_file": "file-abc123",
+            "hyperparameters": {
+                "n_epochs": 4,
+                "batch_size": 1,
+                "learning_rate_multiplier": 1.0
+            },
+            "trained_tokens": 5768,
+            "integrations": [],
+            "seed": 0,
+            "estimated_finish": 0,
+            "method": {
+              "type": "supervised",
+              "supervised": {
+                "hyperparameters": {
+                  "n_epochs": 4,
+                  "batch_size": 1,
+                  "learning_rate_multiplier": 1.0
+                }
+              }
+            },
+            "metadata": {
+              "key": "value"
+            }
+          }
+    FineTuningJobCheckpoint:
+      type: object
+      title: FineTuningJobCheckpoint
+      description: >
+        The `fine_tuning.job.checkpoint` object represents a model checkpoint for a fine-tuning job that is
+        ready to use.
+      properties:
+        id:
+          type: string
+          description: The checkpoint identifier, which can be referenced in the API endpoints.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the checkpoint was created.
+        fine_tuned_model_checkpoint:
+          type: string
+          description: The name of the fine-tuned checkpoint model that is created.
+        step_number:
+          type: integer
+          description: The step number that the checkpoint was created at.
+        metrics:
+          type: object
+          description: Metrics at the step number during the fine-tuning job.
+          properties:
+            step:
+              type: number
+            train_loss:
+              type: number
+            train_mean_token_accuracy:
+              type: number
+            valid_loss:
+              type: number
+            valid_mean_token_accuracy:
+              type: number
+            full_valid_loss:
+              type: number
+            full_valid_mean_token_accuracy:
+              type: number
+        fine_tuning_job_id:
+          type: string
+          description: The name of the fine-tuning job that this checkpoint was created from.
+        object:
+          type: string
+          description: The object type, which is always "fine_tuning.job.checkpoint".
+          enum:
+            - fine_tuning.job.checkpoint
+          x-stainless-const: true
+      required:
+        - created_at
+        - fine_tuning_job_id
+        - fine_tuned_model_checkpoint
+        - id
+        - metrics
+        - object
+        - step_number
+      x-oaiMeta:
+        name: The fine-tuning job checkpoint object
+        example: |
+          {
+            "object": "fine_tuning.job.checkpoint",
+            "id": "ftckpt_qtZ5Gyk4BLq1SfLFWp3RtO3P",
+            "created_at": 1712211699,
+            "fine_tuned_model_checkpoint": "ft:gpt-4o-mini-2024-07-18:my-org:custom_suffix:9ABel2dg:ckpt-step-88",
+            "fine_tuning_job_id": "ftjob-fpbNQ3H1GrMehXRf8cO97xTN",
+            "metrics": {
+              "step": 88,
+              "train_loss": 0.478,
+              "train_mean_token_accuracy": 0.924,
+              "valid_loss": 10.112,
+              "valid_mean_token_accuracy": 0.145,
+              "full_valid_loss": 0.567,
+              "full_valid_mean_token_accuracy": 0.944
+            },
+            "step_number": 88
+          }
+    FineTuningJobEvent:
+      type: object
+      description: Fine-tuning job event object
+      properties:
+        object:
+          type: string
+          description: The object type, which is always "fine_tuning.job.event".
+          enum:
+            - fine_tuning.job.event
+          x-stainless-const: true
+        id:
+          type: string
+          description: The object identifier.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the fine-tuning job was created.
+        level:
+          type: string
+          description: The log level of the event.
+          enum:
+            - info
+            - warn
+            - error
+        message:
+          type: string
+          description: The message of the event.
+        type:
+          type: string
+          description: The type of event.
+          enum:
+            - message
+            - metrics
+        data:
+          type: object
+          description: The data associated with the event.
+      required:
+        - id
+        - object
+        - created_at
+        - level
+        - message
+      x-oaiMeta:
+        name: The fine-tuning job event object
+        example: |
+          {
+            "object": "fine_tuning.job.event",
+            "id": "ftevent-abc123"
+            "created_at": 1677610602,
+            "level": "info",
+            "message": "Created fine-tuning job",
+            "data": {},
+            "type": "message"
+          }
+    FunctionAndCustomToolCallOutput:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/InputTextContent'
+        - $ref: '#/components/schemas/InputImageContent'
+        - $ref: '#/components/schemas/InputFileContent'
+    FunctionObject:
+      type: object
+      properties:
+        description:
+          type: string
+          description: >-
+            A description of what the function does, used by the model to choose when and how to call the
+            function.
+        name:
+          type: string
+          description: >-
+            The name of the function to be called. Must be a-z, A-Z, 0-9, or contain underscores and dashes,
+            with a maximum length of 64.
+        parameters:
+          $ref: '#/components/schemas/FunctionParameters'
+        strict:
+          anyOf:
+            - type: boolean
+              default: false
+              description: >-
+                Whether to enable strict schema adherence when generating the function call. If set to true,
+                the model will follow the exact schema defined in the `parameters` field. Only a subset of
+                JSON Schema is supported when `strict` is `true`. Learn more about Structured Outputs in the
+                [function calling guide](https://platform.openai.com/docs/guides/function-calling).
+            - type: 'null'
+      required:
+        - name
+    FunctionParameters:
+      type: object
+      description: >-
+        The parameters the functions accepts, described as a JSON Schema object. See the
+        [guide](https://platform.openai.com/docs/guides/function-calling) for examples, and the [JSON Schema
+        reference](https://json-schema.org/understanding-json-schema/) for documentation about the format.
+
+
+        Omitting `parameters` defines a function with an empty parameter list.
+      additionalProperties: true
+    FunctionToolCall:
+      type: object
+      title: Function tool call
+      description: >
+        A tool call to run a function. See the
+
+        [function calling guide](https://platform.openai.com/docs/guides/function-calling) for more
+        information.
+      properties:
+        id:
+          type: string
+          description: |
+            The unique ID of the function tool call.
+        type:
+          type: string
+          enum:
+            - function_call
+          description: |
+            The type of the function tool call. Always `function_call`.
+          x-stainless-const: true
+        call_id:
+          type: string
+          description: |
+            The unique ID of the function tool call generated by the model.
+        name:
+          type: string
+          description: |
+            The name of the function to run.
+        arguments:
+          type: string
+          description: |
+            A JSON string of the arguments to pass to the function.
+        status:
+          type: string
+          description: |
+            The status of the item. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - type
+        - call_id
+        - name
+        - arguments
+    FunctionToolCallOutput:
+      type: object
+      title: Function tool call output
+      description: |
+        The output of a function tool call.
+      properties:
+        id:
+          type: string
+          description: |
+            The unique ID of the function tool call output. Populated when this item
+            is returned via API.
+        type:
+          type: string
+          enum:
+            - function_call_output
+          description: |
+            The type of the function tool call output. Always `function_call_output`.
+          x-stainless-const: true
+        call_id:
+          type: string
+          description: |
+            The unique ID of the function tool call generated by the model.
+        output:
+          description: |
+            The output from the function call generated by your code.
+            Can be a string or an list of output content.
+          anyOf:
+            - type: string
+              description: |
+                A string of the output of the function call.
+              title: string output
+            - type: array
+              items:
+                $ref: '#/components/schemas/FunctionAndCustomToolCallOutput'
+              title: output content list
+              description: |
+                Text, image, or file output of the function call.
+        status:
+          type: string
+          description: |
+            The status of the item. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - type
+        - call_id
+        - output
+    FunctionToolCallOutputResource:
+      allOf:
+        - $ref: '#/components/schemas/FunctionToolCallOutput'
+        - type: object
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the function call tool output.
+          required:
+            - id
+    FunctionToolCallResource:
+      allOf:
+        - $ref: '#/components/schemas/FunctionToolCall'
+        - type: object
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the function tool call.
+          required:
+            - id
+    GraderLabelModel:
+      type: object
+      title: LabelModelGrader
+      description: |
+        A LabelModelGrader object which uses a model to assign labels to each item
+        in the evaluation.
+      properties:
+        type:
+          description: The object type, which is always `label_model`.
+          type: string
+          enum:
+            - label_model
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        model:
+          type: string
+          description: The model to use for the evaluation. Must support structured outputs.
+        input:
+          type: array
+          items:
+            $ref: '#/components/schemas/EvalItem'
+        labels:
+          type: array
+          items:
+            type: string
+          description: The labels to assign to each item in the evaluation.
+        passing_labels:
+          type: array
+          items:
+            type: string
+          description: The labels that indicate a passing result. Must be a subset of labels.
+      required:
+        - type
+        - model
+        - input
+        - passing_labels
+        - labels
+        - name
+      x-oaiMeta:
+        name: Label Model Grader
+        group: graders
+        example: |
+          {
+            "name": "First label grader",
+            "type": "label_model",
+            "model": "gpt-4o-2024-08-06",
+            "input": [
+              {
+                "type": "message",
+                "role": "system",
+                "content": {
+                  "type": "input_text",
+                  "text": "Classify the sentiment of the following statement as one of positive, neutral, or negative"
+                }
+              },
+              {
+                "type": "message",
+                "role": "user",
+                "content": {
+                  "type": "input_text",
+                  "text": "Statement: {{item.response}}"
+                }
+              }
+            ],
+            "passing_labels": [
+              "positive"
+            ],
+            "labels": [
+              "positive",
+              "neutral",
+              "negative"
+            ]
+          }
+    GraderMulti:
+      type: object
+      title: MultiGrader
+      description: A MultiGrader object combines the output of multiple graders to produce a single score.
+      properties:
+        type:
+          type: string
+          enum:
+            - multi
+          default: multi
+          description: The object type, which is always `multi`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        graders:
+          anyOf:
+            - $ref: '#/components/schemas/GraderStringCheck'
+            - $ref: '#/components/schemas/GraderTextSimilarity'
+            - $ref: '#/components/schemas/GraderPython'
+            - $ref: '#/components/schemas/GraderScoreModel'
+            - $ref: '#/components/schemas/GraderLabelModel'
+        calculate_output:
+          type: string
+          description: A formula to calculate the output based on grader results.
+      required:
+        - name
+        - type
+        - graders
+        - calculate_output
+      x-oaiMeta:
+        name: Multi Grader
+        group: graders
+        example: |
+          {
+            "type": "multi",
+            "name": "example multi grader",
+            "graders": [
+              {
+                "type": "text_similarity",
+                "name": "example text similarity grader",
+                "input": "The graded text",
+                "reference": "The reference text",
+                "evaluation_metric": "fuzzy_match"
+              },
+              {
+                "type": "string_check",
+                "name": "Example string check grader",
+                "input": "{{sample.output_text}}",
+                "reference": "{{item.label}}",
+                "operation": "eq"
+              }
+            ],
+            "calculate_output": "0.5 * text_similarity_score +  0.5 * string_check_score)"
+          }
+    GraderPython:
+      type: object
+      title: PythonGrader
+      description: |
+        A PythonGrader object that runs a python script on the input.
+      properties:
+        type:
+          type: string
+          enum:
+            - python
+          description: The object type, which is always `python`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        source:
+          type: string
+          description: The source code of the python script.
+        image_tag:
+          type: string
+          description: The image tag to use for the python script.
+      required:
+        - type
+        - name
+        - source
+      x-oaiMeta:
+        name: Python Grader
+        group: graders
+        example: |
+          {
+            "type": "python",
+            "name": "Example python grader",
+            "image_tag": "2025-05-08",
+            "source": """
+          def grade(sample: dict, item: dict) -> float:
+              \"""
+              Returns 1.0 if `output_text` equals `label`, otherwise 0.0.
+              \"""
+              output = sample.get("output_text")
+              label = item.get("label")
+              return 1.0 if output == label else 0.0
+          """,
+          }
+    GraderScoreModel:
+      type: object
+      title: ScoreModelGrader
+      description: |
+        A ScoreModelGrader object that uses a model to assign a score to the input.
+      properties:
+        type:
+          type: string
+          enum:
+            - score_model
+          description: The object type, which is always `score_model`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        model:
+          type: string
+          description: The model to use for the evaluation.
+        sampling_params:
+          type: object
+          description: The sampling parameters for the model.
+          properties:
+            seed:
+              anyOf:
+                - type: integer
+                  description: |
+                    A seed value to initialize the randomness, during sampling.
+                - type: 'null'
+            top_p:
+              anyOf:
+                - type: number
+                  default: 1
+                  example: 1
+                  description: |
+                    An alternative to temperature for nucleus sampling; 1.0 includes all tokens.
+                - type: 'null'
+            temperature:
+              anyOf:
+                - type: number
+                  description: |
+                    A higher temperature increases randomness in the outputs.
+                - type: 'null'
+            max_completions_tokens:
+              anyOf:
+                - type: integer
+                  minimum: 1
+                  description: |
+                    The maximum number of tokens the grader model may generate in its response.
+                - type: 'null'
+            reasoning_effort:
+              $ref: '#/components/schemas/ReasoningEffort'
+        input:
+          type: array
+          items:
+            $ref: '#/components/schemas/EvalItem'
+          description: The input text. This may include template strings.
+        range:
+          type: array
+          items:
+            type: number
+            min_items: 2
+            max_items: 2
+          description: The range of the score. Defaults to `[0, 1]`.
+      required:
+        - type
+        - name
+        - input
+        - model
+      x-oaiMeta:
+        name: Score Model Grader
+        group: graders
+        example: |
+          {
+              "type": "score_model",
+              "name": "Example score model grader",
+              "input": [
+                  {
+                      "role": "user",
+                      "content": (
+                          "Score how close the reference answer is to the model answer. Score 1.0 if they are the same and 0.0 if they are different."
+                          " Return just a floating point score\n\n"
+                          " Reference answer: {{item.label}}\n\n"
+                          " Model answer: {{sample.output_text}}"
+                      ),
+                  }
+              ],
+              "model": "o4-mini-2025-04-16",
+              "sampling_params": {
+                  "temperature": 1,
+                  "top_p": 1,
+                  "seed": 42,
+                  "max_completions_tokens": 32768,
+                  "reasoning_effort": "medium"
+              },
+          }
+    GraderStringCheck:
+      type: object
+      title: StringCheckGrader
+      description: >
+        A StringCheckGrader object that performs a string comparison between input and reference using a
+        specified operation.
+      properties:
+        type:
+          type: string
+          enum:
+            - string_check
+          description: The object type, which is always `string_check`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        input:
+          type: string
+          description: The input text. This may include template strings.
+        reference:
+          type: string
+          description: The reference text. This may include template strings.
+        operation:
+          type: string
+          enum:
+            - eq
+            - ne
+            - like
+            - ilike
+          description: The string check operation to perform. One of `eq`, `ne`, `like`, or `ilike`.
+      required:
+        - type
+        - name
+        - input
+        - reference
+        - operation
+      x-oaiMeta:
+        name: String Check Grader
+        group: graders
+        example: |
+          {
+            "type": "string_check",
+            "name": "Example string check grader",
+            "input": "{{sample.output_text}}",
+            "reference": "{{item.label}}",
+            "operation": "eq"
+          }
+    GraderTextSimilarity:
+      type: object
+      title: TextSimilarityGrader
+      description: |
+        A TextSimilarityGrader object which grades text based on similarity metrics.
+      properties:
+        type:
+          type: string
+          enum:
+            - text_similarity
+          default: text_similarity
+          description: The type of grader.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the grader.
+        input:
+          type: string
+          description: The text being graded.
+        reference:
+          type: string
+          description: The text being graded against.
+        evaluation_metric:
+          type: string
+          enum:
+            - cosine
+            - fuzzy_match
+            - bleu
+            - gleu
+            - meteor
+            - rouge_1
+            - rouge_2
+            - rouge_3
+            - rouge_4
+            - rouge_5
+            - rouge_l
+          description: |
+            The evaluation metric to use. One of `cosine`, `fuzzy_match`, `bleu`,
+            `gleu`, `meteor`, `rouge_1`, `rouge_2`, `rouge_3`, `rouge_4`, `rouge_5`,
+            or `rouge_l`.
+      required:
+        - type
+        - name
+        - input
+        - reference
+        - evaluation_metric
+      x-oaiMeta:
+        name: Text Similarity Grader
+        group: graders
+        example: |
+          {
+            "type": "text_similarity",
+            "name": "Example text similarity grader",
+            "input": "{{sample.output_text}}",
+            "reference": "{{item.label}}",
+            "evaluation_metric": "fuzzy_match"
+          }
+    Image:
+      type: object
+      description: Represents the content or the URL of an image generated by the OpenAI API.
+      properties:
+        b64_json:
+          type: string
+          description: >-
+            The base64-encoded JSON of the generated image. Default value for `gpt-image-1`, and only present
+            if `response_format` is set to `b64_json` for `dall-e-2` and `dall-e-3`.
+        url:
+          type: string
+          description: >-
+            When using `dall-e-2` or `dall-e-3`, the URL of the generated image if `response_format` is set to
+            `url` (default value). Unsupported for `gpt-image-1`.
+        revised_prompt:
+          type: string
+          description: For `dall-e-3` only, the revised prompt that was used to generate the image.
+    ImageEditCompletedEvent:
+      type: object
+      description: |
+        Emitted when image editing has completed and the final image is available.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `image_edit.completed`.
+          enum:
+            - image_edit.completed
+          x-stainless-const: true
+        b64_json:
+          type: string
+          description: |
+            Base64-encoded final edited image data, suitable for rendering as an image.
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp when the event was created.
+        size:
+          type: string
+          description: |
+            The size of the edited image.
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+            - auto
+        quality:
+          type: string
+          description: |
+            The quality setting for the edited image.
+          enum:
+            - low
+            - medium
+            - high
+            - auto
+        background:
+          type: string
+          description: |
+            The background setting for the edited image.
+          enum:
+            - transparent
+            - opaque
+            - auto
+        output_format:
+          type: string
+          description: |
+            The output format for the edited image.
+          enum:
+            - png
+            - webp
+            - jpeg
+        usage:
+          $ref: '#/components/schemas/ImagesUsage'
+      required:
+        - type
+        - b64_json
+        - created_at
+        - size
+        - quality
+        - background
+        - output_format
+        - usage
+      x-oaiMeta:
+        name: image_edit.completed
+        group: images
+        example: |
+          {
+            "type": "image_edit.completed",
+            "b64_json": "...",
+            "created_at": 1620000000,
+            "size": "1024x1024",
+            "quality": "high",
+            "background": "transparent",
+            "output_format": "png",
+            "usage": {
+              "total_tokens": 100,
+              "input_tokens": 50,
+              "output_tokens": 50,
+              "input_tokens_details": {
+                "text_tokens": 10,
+                "image_tokens": 40
+              }
+            }
+          }
+    ImageEditPartialImageEvent:
+      type: object
+      description: |
+        Emitted when a partial image is available during image editing streaming.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `image_edit.partial_image`.
+          enum:
+            - image_edit.partial_image
+          x-stainless-const: true
+        b64_json:
+          type: string
+          description: |
+            Base64-encoded partial image data, suitable for rendering as an image.
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp when the event was created.
+        size:
+          type: string
+          description: |
+            The size of the requested edited image.
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+            - auto
+        quality:
+          type: string
+          description: |
+            The quality setting for the requested edited image.
+          enum:
+            - low
+            - medium
+            - high
+            - auto
+        background:
+          type: string
+          description: |
+            The background setting for the requested edited image.
+          enum:
+            - transparent
+            - opaque
+            - auto
+        output_format:
+          type: string
+          description: |
+            The output format for the requested edited image.
+          enum:
+            - png
+            - webp
+            - jpeg
+        partial_image_index:
+          type: integer
+          description: |
+            0-based index for the partial image (streaming).
+      required:
+        - type
+        - b64_json
+        - created_at
+        - size
+        - quality
+        - background
+        - output_format
+        - partial_image_index
+      x-oaiMeta:
+        name: image_edit.partial_image
+        group: images
+        example: |
+          {
+            "type": "image_edit.partial_image",
+            "b64_json": "...",
+            "created_at": 1620000000,
+            "size": "1024x1024",
+            "quality": "high",
+            "background": "transparent",
+            "output_format": "png",
+            "partial_image_index": 0
+          }
+    ImageEditStreamEvent:
+      anyOf:
+        - $ref: '#/components/schemas/ImageEditPartialImageEvent'
+        - $ref: '#/components/schemas/ImageEditCompletedEvent'
+      discriminator:
+        propertyName: type
+    ImageGenCompletedEvent:
+      type: object
+      description: |
+        Emitted when image generation has completed and the final image is available.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `image_generation.completed`.
+          enum:
+            - image_generation.completed
+          x-stainless-const: true
+        b64_json:
+          type: string
+          description: |
+            Base64-encoded image data, suitable for rendering as an image.
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp when the event was created.
+        size:
+          type: string
+          description: |
+            The size of the generated image.
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+            - auto
+        quality:
+          type: string
+          description: |
+            The quality setting for the generated image.
+          enum:
+            - low
+            - medium
+            - high
+            - auto
+        background:
+          type: string
+          description: |
+            The background setting for the generated image.
+          enum:
+            - transparent
+            - opaque
+            - auto
+        output_format:
+          type: string
+          description: |
+            The output format for the generated image.
+          enum:
+            - png
+            - webp
+            - jpeg
+        usage:
+          $ref: '#/components/schemas/ImagesUsage'
+      required:
+        - type
+        - b64_json
+        - created_at
+        - size
+        - quality
+        - background
+        - output_format
+        - usage
+      x-oaiMeta:
+        name: image_generation.completed
+        group: images
+        example: |
+          {
+            "type": "image_generation.completed",
+            "b64_json": "...",
+            "created_at": 1620000000,
+            "size": "1024x1024",
+            "quality": "high",
+            "background": "transparent",
+            "output_format": "png",
+            "usage": {
+              "total_tokens": 100,
+              "input_tokens": 50,
+              "output_tokens": 50,
+              "input_tokens_details": {
+                "text_tokens": 10,
+                "image_tokens": 40
+              }
+            }
+          }
+    ImageGenPartialImageEvent:
+      type: object
+      description: |
+        Emitted when a partial image is available during image generation streaming.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `image_generation.partial_image`.
+          enum:
+            - image_generation.partial_image
+          x-stainless-const: true
+        b64_json:
+          type: string
+          description: |
+            Base64-encoded partial image data, suitable for rendering as an image.
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp when the event was created.
+        size:
+          type: string
+          description: |
+            The size of the requested image.
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+            - auto
+        quality:
+          type: string
+          description: |
+            The quality setting for the requested image.
+          enum:
+            - low
+            - medium
+            - high
+            - auto
+        background:
+          type: string
+          description: |
+            The background setting for the requested image.
+          enum:
+            - transparent
+            - opaque
+            - auto
+        output_format:
+          type: string
+          description: |
+            The output format for the requested image.
+          enum:
+            - png
+            - webp
+            - jpeg
+        partial_image_index:
+          type: integer
+          description: |
+            0-based index for the partial image (streaming).
+      required:
+        - type
+        - b64_json
+        - created_at
+        - size
+        - quality
+        - background
+        - output_format
+        - partial_image_index
+      x-oaiMeta:
+        name: image_generation.partial_image
+        group: images
+        example: |
+          {
+            "type": "image_generation.partial_image",
+            "b64_json": "...",
+            "created_at": 1620000000,
+            "size": "1024x1024",
+            "quality": "high",
+            "background": "transparent",
+            "output_format": "png",
+            "partial_image_index": 0
+          }
+    ImageGenStreamEvent:
+      anyOf:
+        - $ref: '#/components/schemas/ImageGenPartialImageEvent'
+        - $ref: '#/components/schemas/ImageGenCompletedEvent'
+      discriminator:
+        propertyName: type
+    ImageGenTool:
+      type: object
+      title: Image generation tool
+      description: |
+        A tool that generates images using a model like `gpt-image-1`.
+      properties:
+        type:
+          type: string
+          enum:
+            - image_generation
+          description: |
+            The type of the image generation tool. Always `image_generation`.
+          x-stainless-const: true
+        model:
+          type: string
+          enum:
+            - gpt-image-1
+            - gpt-image-1-mini
+          description: |
+            The image generation model to use. Default: `gpt-image-1`.
+          default: gpt-image-1
+        quality:
+          type: string
+          enum:
+            - low
+            - medium
+            - high
+            - auto
+          description: |
+            The quality of the generated image. One of `low`, `medium`, `high`,
+            or `auto`. Default: `auto`.
+          default: auto
+        size:
+          type: string
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+            - auto
+          description: |
+            The size of the generated image. One of `1024x1024`, `1024x1536`,
+            `1536x1024`, or `auto`. Default: `auto`.
+          default: auto
+        output_format:
+          type: string
+          enum:
+            - png
+            - webp
+            - jpeg
+          description: |
+            The output format of the generated image. One of `png`, `webp`, or
+            `jpeg`. Default: `png`.
+          default: png
+        output_compression:
+          type: integer
+          minimum: 0
+          maximum: 100
+          description: |
+            Compression level for the output image. Default: 100.
+          default: 100
+        moderation:
+          type: string
+          enum:
+            - auto
+            - low
+          description: |
+            Moderation level for the generated image. Default: `auto`.
+          default: auto
+        background:
+          type: string
+          enum:
+            - transparent
+            - opaque
+            - auto
+          description: |
+            Background type for the generated image. One of `transparent`,
+            `opaque`, or `auto`. Default: `auto`.
+          default: auto
+        input_fidelity:
+          anyOf:
+            - $ref: '#/components/schemas/InputFidelity'
+            - type: 'null'
+        input_image_mask:
+          type: object
+          description: |
+            Optional mask for inpainting. Contains `image_url`
+            (string, optional) and `file_id` (string, optional).
+          properties:
+            image_url:
+              type: string
+              description: |
+                Base64-encoded mask image.
+            file_id:
+              type: string
+              description: |
+                File ID for the mask image.
+          required: []
+          additionalProperties: false
+        partial_images:
+          type: integer
+          minimum: 0
+          maximum: 3
+          description: |
+            Number of partial images to generate in streaming mode, from 0 (default value) to 3.
+          default: 0
+      required:
+        - type
+    ImageGenToolCall:
+      type: object
+      title: Image generation call
+      description: |
+        An image generation request made by the model.
+      properties:
+        type:
+          type: string
+          enum:
+            - image_generation_call
+          description: |
+            The type of the image generation call. Always `image_generation_call`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the image generation call.
+        status:
+          type: string
+          enum:
+            - in_progress
+            - completed
+            - generating
+            - failed
+          description: |
+            The status of the image generation call.
+        result:
+          anyOf:
+            - type: string
+              description: |
+                The generated image encoded in base64.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - status
+        - result
+    ImagesResponse:
+      type: object
+      title: Image generation response
+      description: The response from the image generation endpoint.
+      properties:
+        created:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the image was created.
+        data:
+          type: array
+          description: The list of generated images.
+          items:
+            $ref: '#/components/schemas/Image'
+        background:
+          type: string
+          description: The background parameter used for the image generation. Either `transparent` or `opaque`.
+          enum:
+            - transparent
+            - opaque
+        output_format:
+          type: string
+          description: The output format of the image generation. Either `png`, `webp`, or `jpeg`.
+          enum:
+            - png
+            - webp
+            - jpeg
+        size:
+          type: string
+          description: The size of the image generated. Either `1024x1024`, `1024x1536`, or `1536x1024`.
+          enum:
+            - 1024x1024
+            - 1024x1536
+            - 1536x1024
+        quality:
+          type: string
+          description: The quality of the image generated. Either `low`, `medium`, or `high`.
+          enum:
+            - low
+            - medium
+            - high
+        usage:
+          $ref: '#/components/schemas/ImageGenUsage'
+      required:
+        - created
+      x-oaiMeta:
+        name: The image generation response
+        group: images
+        example: |
+          {
+            "created": 1713833628,
+            "data": [
+              {
+                "b64_json": "..."
+              }
+            ],
+            "background": "transparent",
+            "output_format": "png",
+            "size": "1024x1024",
+            "quality": "high",
+            "usage": {
+              "total_tokens": 100,
+              "input_tokens": 50,
+              "output_tokens": 50,
+              "input_tokens_details": {
+                "text_tokens": 10,
+                "image_tokens": 40
+              }
+            }
+          }
+    ImagesUsage:
+      type: object
+      description: |
+        For `gpt-image-1` only, the token usage information for the image generation.
+      required:
+        - total_tokens
+        - input_tokens
+        - output_tokens
+        - input_tokens_details
+      properties:
+        total_tokens:
+          type: integer
+          description: |
+            The total number of tokens (images and text) used for the image generation.
+        input_tokens:
+          type: integer
+          description: The number of tokens (images and text) in the input prompt.
+        output_tokens:
+          type: integer
+          description: The number of image tokens in the output image.
+        input_tokens_details:
+          type: object
+          description: The input tokens detailed information for the image generation.
+          required:
+            - text_tokens
+            - image_tokens
+          properties:
+            text_tokens:
+              type: integer
+              description: The number of text tokens in the input prompt.
+            image_tokens:
+              type: integer
+              description: The number of image tokens in the input prompt.
+    InputAudio:
+      type: object
+      title: Input audio
+      description: |
+        An audio input to the model.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the input item. Always `input_audio`.
+          enum:
+            - input_audio
+          x-stainless-const: true
+        input_audio:
+          type: object
+          properties:
+            data:
+              type: string
+              description: |
+                Base64-encoded audio data.
+            format:
+              type: string
+              description: |
+                The format of the audio data. Currently supported formats are `mp3` and
+                `wav`.
+              enum:
+                - mp3
+                - wav
+          required:
+            - data
+            - format
+      required:
+        - type
+        - input_audio
+    InputContent:
+      anyOf:
+        - $ref: '#/components/schemas/InputTextContent'
+        - $ref: '#/components/schemas/InputImageContent'
+        - $ref: '#/components/schemas/InputFileContent'
+        - $ref: '#/components/schemas/InputAudio'
+      discriminator:
+        propertyName: type
+    InputItem:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/EasyInputMessage'
+        - type: object
+          title: Item
+          description: |
+            An item representing part of the context for the response to be
+            generated by the model. Can contain text, images, and audio inputs,
+            as well as previous assistant responses and tool call outputs.
+          $ref: '#/components/schemas/Item'
+        - $ref: '#/components/schemas/ItemReferenceParam'
+    InputMessage:
+      type: object
+      title: Input message
+      description: |
+        A message input to the model with a role indicating instruction following
+        hierarchy. Instructions given with the `developer` or `system` role take
+        precedence over instructions given with the `user` role.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the message input. Always set to `message`.
+          enum:
+            - message
+          x-stainless-const: true
+        role:
+          type: string
+          description: |
+            The role of the message input. One of `user`, `system`, or `developer`.
+          enum:
+            - user
+            - system
+            - developer
+        status:
+          type: string
+          description: |
+            The status of item. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+        content:
+          $ref: '#/components/schemas/InputMessageContentList'
+      required:
+        - role
+        - content
+    InputMessageContentList:
+      type: array
+      title: Input item content list
+      description: |
+        A list of one or many input items to the model, containing different content
+        types.
+      items:
+        $ref: '#/components/schemas/InputContent'
+    InputMessageResource:
+      allOf:
+        - $ref: '#/components/schemas/InputMessage'
+        - type: object
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the message input.
+          required:
+            - id
+    InputParam:
+      description: |
+        Text, image, or file inputs to the model, used to generate a response.
+
+        Learn more:
+        - [Text inputs and outputs](https://platform.openai.com/docs/guides/text)
+        - [Image inputs](https://platform.openai.com/docs/guides/images)
+        - [File inputs](https://platform.openai.com/docs/guides/pdf-files)
+        - [Conversation state](https://platform.openai.com/docs/guides/conversation-state)
+        - [Function calling](https://platform.openai.com/docs/guides/function-calling)
+      anyOf:
+        - type: string
+          title: Text input
+          description: |
+            A text input to the model, equivalent to a text input with the
+            `user` role.
+        - type: array
+          title: Input item list
+          description: |
+            A list of one or many input items to the model, containing
+            different content types.
+          items:
+            $ref: '#/components/schemas/InputItem'
+    Invite:
+      type: object
+      description: Represents an individual `invite` to the organization.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.invite
+          description: The object type, which is always `organization.invite`
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        email:
+          type: string
+          description: The email address of the individual to whom the invite was sent
+        role:
+          type: string
+          enum:
+            - owner
+            - reader
+          description: '`owner` or `reader`'
+        status:
+          type: string
+          enum:
+            - accepted
+            - expired
+            - pending
+          description: '`accepted`,`expired`, or `pending`'
+        invited_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the invite was sent.
+        expires_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the invite expires.
+        accepted_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the invite was accepted.
+        projects:
+          type: array
+          description: The projects that were granted membership upon acceptance of the invite.
+          items:
+            type: object
+            properties:
+              id:
+                type: string
+                description: Project's public ID
+              role:
+                type: string
+                enum:
+                  - member
+                  - owner
+                description: Project membership role
+      required:
+        - object
+        - id
+        - email
+        - role
+        - status
+        - invited_at
+        - expires_at
+      x-oaiMeta:
+        name: The invite object
+        example: |
+          {
+            "object": "organization.invite",
+            "id": "invite-abc",
+            "email": "user@example.com",
+            "role": "owner",
+            "status": "accepted",
+            "invited_at": 1711471533,
+            "expires_at": 1711471533,
+            "accepted_at": 1711471533,
+            "projects": [
+              {
+                "id": "project-xyz",
+                "role": "member"
+              }
+            ]
+          }
+    InviteDeleteResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.invite.deleted
+          description: The object type, which is always `organization.invite.deleted`
+          x-stainless-const: true
+        id:
+          type: string
+        deleted:
+          type: boolean
+      required:
+        - object
+        - id
+        - deleted
+    InviteListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          description: The object type, which is always `list`
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/Invite'
+        first_id:
+          type: string
+          description: The first `invite_id` in the retrieved `list`
+        last_id:
+          type: string
+          description: The last `invite_id` in the retrieved `list`
+        has_more:
+          type: boolean
+          description: The `has_more` property is used for pagination to indicate there are additional results.
+      required:
+        - object
+        - data
+    InviteRequest:
+      type: object
+      properties:
+        email:
+          type: string
+          description: Send an email to this address
+        role:
+          type: string
+          enum:
+            - reader
+            - owner
+          description: '`owner` or `reader`'
+        projects:
+          type: array
+          description: >-
+            An array of projects to which membership is granted at the same time the org invite is accepted.
+            If omitted, the user will be invited to the default project for compatibility with legacy
+            behavior.
+          items:
+            type: object
+            properties:
+              id:
+                type: string
+                description: Project's public ID
+              role:
+                type: string
+                enum:
+                  - member
+                  - owner
+                description: Project membership role
+            required:
+              - id
+              - role
+      required:
+        - email
+        - role
+    Item:
+      type: object
+      description: |
+        Content item used to generate a response.
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/InputMessage'
+        - $ref: '#/components/schemas/OutputMessage'
+        - $ref: '#/components/schemas/FileSearchToolCall'
+        - $ref: '#/components/schemas/ComputerToolCall'
+        - $ref: '#/components/schemas/ComputerCallOutputItemParam'
+        - $ref: '#/components/schemas/WebSearchToolCall'
+        - $ref: '#/components/schemas/FunctionToolCall'
+        - $ref: '#/components/schemas/FunctionCallOutputItemParam'
+        - $ref: '#/components/schemas/ReasoningItem'
+        - $ref: '#/components/schemas/ImageGenToolCall'
+        - $ref: '#/components/schemas/CodeInterpreterToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCallOutput'
+        - $ref: '#/components/schemas/MCPListTools'
+        - $ref: '#/components/schemas/MCPApprovalRequest'
+        - $ref: '#/components/schemas/MCPApprovalResponse'
+        - $ref: '#/components/schemas/MCPToolCall'
+        - $ref: '#/components/schemas/CustomToolCallOutput'
+        - $ref: '#/components/schemas/CustomToolCall'
+    ItemResource:
+      description: |
+        Content item used to generate a response.
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/InputMessageResource'
+        - $ref: '#/components/schemas/OutputMessage'
+        - $ref: '#/components/schemas/FileSearchToolCall'
+        - $ref: '#/components/schemas/ComputerToolCall'
+        - $ref: '#/components/schemas/ComputerToolCallOutputResource'
+        - $ref: '#/components/schemas/WebSearchToolCall'
+        - $ref: '#/components/schemas/FunctionToolCallResource'
+        - $ref: '#/components/schemas/FunctionToolCallOutputResource'
+        - $ref: '#/components/schemas/ImageGenToolCall'
+        - $ref: '#/components/schemas/CodeInterpreterToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCallOutput'
+        - $ref: '#/components/schemas/MCPListTools'
+        - $ref: '#/components/schemas/MCPApprovalRequest'
+        - $ref: '#/components/schemas/MCPApprovalResponseResource'
+        - $ref: '#/components/schemas/MCPToolCall'
+    ListAssistantsResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/AssistantObject'
+        first_id:
+          type: string
+          example: asst_abc123
+        last_id:
+          type: string
+          example: asst_abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      x-oaiMeta:
+        name: List assistants response object
+        group: chat
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "id": "asst_abc123",
+                "object": "assistant",
+                "created_at": 1698982736,
+                "name": "Coding Tutor",
+                "description": null,
+                "model": "gpt-4o",
+                "instructions": "You are a helpful assistant designed to make me better at coding!",
+                "tools": [],
+                "tool_resources": {},
+                "metadata": {},
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "response_format": "auto"
+              },
+              {
+                "id": "asst_abc456",
+                "object": "assistant",
+                "created_at": 1698982718,
+                "name": "My Assistant",
+                "description": null,
+                "model": "gpt-4o",
+                "instructions": "You are a helpful assistant designed to make me better at coding!",
+                "tools": [],
+                "tool_resources": {},
+                "metadata": {},
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "response_format": "auto"
+              },
+              {
+                "id": "asst_abc789",
+                "object": "assistant",
+                "created_at": 1698982643,
+                "name": null,
+                "description": null,
+                "model": "gpt-4o",
+                "instructions": null,
+                "tools": [],
+                "tool_resources": {},
+                "metadata": {},
+                "top_p": 1.0,
+                "temperature": 1.0,
+                "response_format": "auto"
+              }
+            ],
+            "first_id": "asst_abc123",
+            "last_id": "asst_abc789",
+            "has_more": false
+          }
+    ListAuditLogsResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/AuditLog'
+        first_id:
+          type: string
+          example: audit_log-defb456h8dks
+        last_id:
+          type: string
+          example: audit_log-hnbkd8s93s
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListBatchesResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/Batch'
+        first_id:
+          type: string
+          example: batch_abc123
+        last_id:
+          type: string
+          example: batch_abc456
+        has_more:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+      required:
+        - object
+        - data
+        - has_more
+    ListCertificatesResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/Certificate'
+        first_id:
+          type: string
+          example: cert_abc
+        last_id:
+          type: string
+          example: cert_abc
+        has_more:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+      required:
+        - object
+        - data
+        - has_more
+    ListFilesResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/OpenAIFile'
+        first_id:
+          type: string
+          example: file-abc123
+        last_id:
+          type: string
+          example: file-abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListFineTuningCheckpointPermissionResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/FineTuningCheckpointPermission'
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        first_id:
+          anyOf:
+            - type: string
+            - type: 'null'
+        last_id:
+          anyOf:
+            - type: string
+            - type: 'null'
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - has_more
+    ListFineTuningJobCheckpointsResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/FineTuningJobCheckpoint'
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        first_id:
+          anyOf:
+            - type: string
+            - type: 'null'
+        last_id:
+          anyOf:
+            - type: string
+            - type: 'null'
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - has_more
+    ListFineTuningJobEventsResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/FineTuningJobEvent'
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - has_more
+    ListMessagesResponse:
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/MessageObject'
+        first_id:
+          type: string
+          example: msg_abc123
+        last_id:
+          type: string
+          example: msg_abc123
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListModelsResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/Model'
+      required:
+        - object
+        - data
+    ListPaginatedFineTuningJobsResponse:
+      type: object
+      properties:
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/FineTuningJob'
+        has_more:
+          type: boolean
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+      required:
+        - object
+        - data
+        - has_more
+    ListRunStepsResponse:
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/RunStepObject'
+        first_id:
+          type: string
+          example: step_abc123
+        last_id:
+          type: string
+          example: step_abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListRunsResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/RunObject'
+        first_id:
+          type: string
+          example: run_abc123
+        last_id:
+          type: string
+          example: run_abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListVectorStoreFilesResponse:
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/VectorStoreFileObject'
+        first_id:
+          type: string
+          example: file-abc123
+        last_id:
+          type: string
+          example: file-abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ListVectorStoresResponse:
+      properties:
+        object:
+          type: string
+          example: list
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/VectorStoreObject'
+        first_id:
+          type: string
+          example: vs_abc123
+        last_id:
+          type: string
+          example: vs_abc456
+        has_more:
+          type: boolean
+          example: false
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    LocalShellToolCall:
+      type: object
+      title: Local shell call
+      description: |
+        A tool call to run a command on the local shell.
+      properties:
+        type:
+          type: string
+          enum:
+            - local_shell_call
+          description: |
+            The type of the local shell call. Always `local_shell_call`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the local shell call.
+        call_id:
+          type: string
+          description: |
+            The unique ID of the local shell tool call generated by the model.
+        action:
+          $ref: '#/components/schemas/LocalShellExecAction'
+        status:
+          type: string
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+          description: |
+            The status of the local shell call.
+      required:
+        - type
+        - id
+        - call_id
+        - action
+        - status
+    LocalShellToolCallOutput:
+      type: object
+      title: Local shell call output
+      description: |
+        The output of a local shell tool call.
+      properties:
+        type:
+          type: string
+          enum:
+            - local_shell_call_output
+          description: |
+            The type of the local shell tool call output. Always `local_shell_call_output`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the local shell tool call generated by the model.
+        output:
+          type: string
+          description: |
+            A JSON string of the output of the local shell tool call.
+        status:
+          anyOf:
+            - type: string
+              enum:
+                - in_progress
+                - completed
+                - incomplete
+              description: |
+                The status of the item. One of `in_progress`, `completed`, or `incomplete`.
+            - type: 'null'
+      required:
+        - id
+        - type
+        - call_id
+        - output
+    LogProbProperties:
+      type: object
+      description: |
+        A log probability object.
+      properties:
+        token:
+          type: string
+          description: |
+            The token that was used to generate the log probability.
+        logprob:
+          type: number
+          description: |
+            The log probability of the token.
+        bytes:
+          type: array
+          items:
+            type: integer
+          description: |
+            The bytes that were used to generate the log probability.
+      required:
+        - token
+        - logprob
+        - bytes
+    MCPApprovalRequest:
+      type: object
+      title: MCP approval request
+      description: |
+        A request for human approval of a tool invocation.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_approval_request
+          description: |
+            The type of the item. Always `mcp_approval_request`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the approval request.
+        server_label:
+          type: string
+          description: |
+            The label of the MCP server making the request.
+        name:
+          type: string
+          description: |
+            The name of the tool to run.
+        arguments:
+          type: string
+          description: |
+            A JSON string of arguments for the tool.
+      required:
+        - type
+        - id
+        - server_label
+        - name
+        - arguments
+    MCPApprovalResponse:
+      type: object
+      title: MCP approval response
+      description: |
+        A response to an MCP approval request.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_approval_response
+          description: |
+            The type of the item. Always `mcp_approval_response`.
+          x-stainless-const: true
+        id:
+          anyOf:
+            - type: string
+              description: |
+                The unique ID of the approval response
+            - type: 'null'
+        approval_request_id:
+          type: string
+          description: |
+            The ID of the approval request being answered.
+        approve:
+          type: boolean
+          description: |
+            Whether the request was approved.
+        reason:
+          anyOf:
+            - type: string
+              description: |
+                Optional reason for the decision.
+            - type: 'null'
+      required:
+        - type
+        - request_id
+        - approve
+        - approval_request_id
+    MCPApprovalResponseResource:
+      type: object
+      title: MCP approval response
+      description: |
+        A response to an MCP approval request.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_approval_response
+          description: |
+            The type of the item. Always `mcp_approval_response`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the approval response
+        approval_request_id:
+          type: string
+          description: |
+            The ID of the approval request being answered.
+        approve:
+          type: boolean
+          description: |
+            Whether the request was approved.
+        reason:
+          anyOf:
+            - type: string
+              description: |
+                Optional reason for the decision.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - request_id
+        - approve
+        - approval_request_id
+    MCPListTools:
+      type: object
+      title: MCP list tools
+      description: |
+        A list of tools available on an MCP server.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_list_tools
+          description: |
+            The type of the item. Always `mcp_list_tools`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the list.
+        server_label:
+          type: string
+          description: |
+            The label of the MCP server.
+        tools:
+          type: array
+          items:
+            $ref: '#/components/schemas/MCPListToolsTool'
+          description: |
+            The tools available on the server.
+        error:
+          anyOf:
+            - type: string
+              description: |
+                Error message if the server could not list tools.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - server_label
+        - tools
+    MCPListToolsTool:
+      type: object
+      title: MCP list tools tool
+      description: |
+        A tool available on an MCP server.
+      properties:
+        name:
+          type: string
+          description: |
+            The name of the tool.
+        description:
+          anyOf:
+            - type: string
+              description: |
+                The description of the tool.
+            - type: 'null'
+        input_schema:
+          type: object
+          description: |
+            The JSON schema describing the tool's input.
+        annotations:
+          anyOf:
+            - type: object
+              description: |
+                Additional annotations about the tool.
+            - type: 'null'
+      required:
+        - name
+        - input_schema
+    MCPTool:
+      type: object
+      title: MCP tool
+      description: |
+        Give the model access to additional tools via remote Model Context Protocol
+        (MCP) servers. [Learn more about MCP](https://platform.openai.com/docs/guides/tools-remote-mcp).
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp
+          description: The type of the MCP tool. Always `mcp`.
+          x-stainless-const: true
+        server_label:
+          type: string
+          description: |
+            A label for this MCP server, used to identify it in tool calls.
+        server_url:
+          type: string
+          description: |
+            The URL for the MCP server. One of `server_url` or `connector_id` must be
+            provided.
+        connector_id:
+          type: string
+          enum:
+            - connector_dropbox
+            - connector_gmail
+            - connector_googlecalendar
+            - connector_googledrive
+            - connector_microsoftteams
+            - connector_outlookcalendar
+            - connector_outlookemail
+            - connector_sharepoint
+          description: |
+            Identifier for service connectors, like those available in ChatGPT. One of
+            `server_url` or `connector_id` must be provided. Learn more about service
+            connectors [here](https://platform.openai.com/docs/guides/tools-remote-mcp#connectors).
+
+            Currently supported `connector_id` values are:
+
+            - Dropbox: `connector_dropbox`
+            - Gmail: `connector_gmail`
+            - Google Calendar: `connector_googlecalendar`
+            - Google Drive: `connector_googledrive`
+            - Microsoft Teams: `connector_microsoftteams`
+            - Outlook Calendar: `connector_outlookcalendar`
+            - Outlook Email: `connector_outlookemail`
+            - SharePoint: `connector_sharepoint`
+        authorization:
+          type: string
+          description: |
+            An OAuth access token that can be used with a remote MCP server, either
+            with a custom MCP server URL or a service connector. Your application
+            must handle the OAuth authorization flow and provide the token here.
+        server_description:
+          type: string
+          description: |
+            Optional description of the MCP server, used to provide more context.
+        headers:
+          anyOf:
+            - type: object
+              additionalProperties:
+                type: string
+              description: |
+                Optional HTTP headers to send to the MCP server. Use for authentication
+                or other purposes.
+            - type: 'null'
+        allowed_tools:
+          anyOf:
+            - description: |
+                List of allowed tool names or a filter object.
+              anyOf:
+                - type: array
+                  title: MCP allowed tools
+                  description: A string array of allowed tool names
+                  items:
+                    type: string
+                - $ref: '#/components/schemas/MCPToolFilter'
+            - type: 'null'
+        require_approval:
+          anyOf:
+            - description: Specify which of the MCP server's tools require approval.
+              default: always
+              anyOf:
+                - type: object
+                  title: MCP tool approval filter
+                  description: |
+                    Specify which of the MCP server's tools require approval. Can be
+                    `always`, `never`, or a filter object associated with tools
+                    that require approval.
+                  properties:
+                    always:
+                      $ref: '#/components/schemas/MCPToolFilter'
+                    never:
+                      $ref: '#/components/schemas/MCPToolFilter'
+                  additionalProperties: false
+                - type: string
+                  title: MCP tool approval setting
+                  description: |
+                    Specify a single approval policy for all tools. One of `always` or
+                    `never`. When set to `always`, all tools will require approval. When
+                    set to `never`, all tools will not require approval.
+                  enum:
+                    - always
+                    - never
+            - type: 'null'
+      required:
+        - type
+        - server_label
+    MCPToolCall:
+      type: object
+      title: MCP tool call
+      description: |
+        An invocation of a tool on an MCP server.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_call
+          description: |
+            The type of the item. Always `mcp_call`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique ID of the tool call.
+        server_label:
+          type: string
+          description: |
+            The label of the MCP server running the tool.
+        name:
+          type: string
+          description: |
+            The name of the tool that was run.
+        arguments:
+          type: string
+          description: |
+            A JSON string of the arguments passed to the tool.
+        output:
+          anyOf:
+            - type: string
+              description: |
+                The output from the tool call.
+            - type: 'null'
+        error:
+          anyOf:
+            - type: string
+              description: |
+                The error from the tool call, if any.
+            - type: 'null'
+        status:
+          $ref: '#/components/schemas/MCPToolCallStatus'
+          description: >
+            The status of the tool call. One of `in_progress`, `completed`, `incomplete`, `calling`, or
+            `failed`.
+        approval_request_id:
+          anyOf:
+            - type: string
+              description: >
+                Unique identifier for the MCP tool call approval request.
+
+                Include this value in a subsequent `mcp_approval_response` input to approve or reject the
+                corresponding tool call.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - server_label
+        - name
+        - arguments
+    MCPToolFilter:
+      type: object
+      title: MCP tool filter
+      description: |
+        A filter object to specify which tools are allowed.
+      properties:
+        tool_names:
+          type: array
+          title: MCP allowed tools
+          items:
+            type: string
+          description: List of allowed tool names.
+        read_only:
+          type: boolean
+          description: >
+            Indicates whether or not a tool modifies data or is read-only. If an
+
+            MCP server is [annotated with
+            `readOnlyHint`](https://modelcontextprotocol.io/specification/2025-06-18/schema#toolannotations-readonlyhint),
+
+            it will match this filter.
+      required: []
+      additionalProperties: false
+    MessageContentImageFileObject:
+      title: Image file
+      type: object
+      description: >-
+        References an image [File](https://platform.openai.com/docs/api-reference/files) in the content of a
+        message.
+      properties:
+        type:
+          description: Always `image_file`.
+          type: string
+          enum:
+            - image_file
+          x-stainless-const: true
+        image_file:
+          type: object
+          properties:
+            file_id:
+              description: >-
+                The [File](https://platform.openai.com/docs/api-reference/files) ID of the image in the
+                message content. Set `purpose="vision"` when uploading the File if you need to later display
+                the file content.
+              type: string
+            detail:
+              type: string
+              description: >-
+                Specifies the detail level of the image if specified by the user. `low` uses fewer tokens, you
+                can opt in to high resolution using `high`.
+              enum:
+                - auto
+                - low
+                - high
+              default: auto
+          required:
+            - file_id
+      required:
+        - type
+        - image_file
+    MessageContentImageUrlObject:
+      title: Image URL
+      type: object
+      description: References an image URL in the content of a message.
+      properties:
+        type:
+          type: string
+          enum:
+            - image_url
+          description: The type of the content part.
+          x-stainless-const: true
+        image_url:
+          type: object
+          properties:
+            url:
+              type: string
+              description: 'The external URL of the image, must be a supported image types: jpeg, jpg, png, gif, webp.'
+              format: uri
+            detail:
+              type: string
+              description: >-
+                Specifies the detail level of the image. `low` uses fewer tokens, you can opt in to high
+                resolution using `high`. Default value is `auto`
+              enum:
+                - auto
+                - low
+                - high
+              default: auto
+          required:
+            - url
+      required:
+        - type
+        - image_url
+    MessageContentRefusalObject:
+      title: Refusal
+      type: object
+      description: The refusal content generated by the assistant.
+      properties:
+        type:
+          description: Always `refusal`.
+          type: string
+          enum:
+            - refusal
+          x-stainless-const: true
+        refusal:
+          type: string
+      required:
+        - type
+        - refusal
+    MessageContentTextAnnotationsFileCitationObject:
+      title: File citation
+      type: object
+      description: >-
+        A citation within the message that points to a specific quote from a specific File associated with the
+        assistant or the message. Generated when the assistant uses the "file_search" tool to search files.
+      properties:
+        type:
+          description: Always `file_citation`.
+          type: string
+          enum:
+            - file_citation
+          x-stainless-const: true
+        text:
+          description: The text in the message content that needs to be replaced.
+          type: string
+        file_citation:
+          type: object
+          properties:
+            file_id:
+              description: The ID of the specific File the citation is from.
+              type: string
+          required:
+            - file_id
+        start_index:
+          type: integer
+          minimum: 0
+        end_index:
+          type: integer
+          minimum: 0
+      required:
+        - type
+        - text
+        - file_citation
+        - start_index
+        - end_index
+    MessageContentTextAnnotationsFilePathObject:
+      title: File path
+      type: object
+      description: >-
+        A URL for the file that's generated when the assistant used the `code_interpreter` tool to generate a
+        file.
+      properties:
+        type:
+          description: Always `file_path`.
+          type: string
+          enum:
+            - file_path
+          x-stainless-const: true
+        text:
+          description: The text in the message content that needs to be replaced.
+          type: string
+        file_path:
+          type: object
+          properties:
+            file_id:
+              description: The ID of the file that was generated.
+              type: string
+          required:
+            - file_id
+        start_index:
+          type: integer
+          minimum: 0
+        end_index:
+          type: integer
+          minimum: 0
+      required:
+        - type
+        - text
+        - file_path
+        - start_index
+        - end_index
+    MessageContentTextObject:
+      title: Text
+      type: object
+      description: The text content that is part of a message.
+      properties:
+        type:
+          description: Always `text`.
+          type: string
+          enum:
+            - text
+          x-stainless-const: true
+        text:
+          type: object
+          properties:
+            value:
+              description: The data that makes up the text.
+              type: string
+            annotations:
+              type: array
+              items:
+                $ref: '#/components/schemas/TextAnnotation'
+          required:
+            - value
+            - annotations
+      required:
+        - type
+        - text
+    MessageDeltaContentImageFileObject:
+      title: Image file
+      type: object
+      description: >-
+        References an image [File](https://platform.openai.com/docs/api-reference/files) in the content of a
+        message.
+      properties:
+        index:
+          type: integer
+          description: The index of the content part in the message.
+        type:
+          description: Always `image_file`.
+          type: string
+          enum:
+            - image_file
+          x-stainless-const: true
+        image_file:
+          type: object
+          properties:
+            file_id:
+              description: >-
+                The [File](https://platform.openai.com/docs/api-reference/files) ID of the image in the
+                message content. Set `purpose="vision"` when uploading the File if you need to later display
+                the file content.
+              type: string
+            detail:
+              type: string
+              description: >-
+                Specifies the detail level of the image if specified by the user. `low` uses fewer tokens, you
+                can opt in to high resolution using `high`.
+              enum:
+                - auto
+                - low
+                - high
+              default: auto
+      required:
+        - index
+        - type
+    MessageDeltaContentImageUrlObject:
+      title: Image URL
+      type: object
+      description: References an image URL in the content of a message.
+      properties:
+        index:
+          type: integer
+          description: The index of the content part in the message.
+        type:
+          description: Always `image_url`.
+          type: string
+          enum:
+            - image_url
+          x-stainless-const: true
+        image_url:
+          type: object
+          properties:
+            url:
+              description: 'The URL of the image, must be a supported image types: jpeg, jpg, png, gif, webp.'
+              type: string
+            detail:
+              type: string
+              description: >-
+                Specifies the detail level of the image. `low` uses fewer tokens, you can opt in to high
+                resolution using `high`.
+              enum:
+                - auto
+                - low
+                - high
+              default: auto
+      required:
+        - index
+        - type
+    MessageDeltaContentRefusalObject:
+      title: Refusal
+      type: object
+      description: The refusal content that is part of a message.
+      properties:
+        index:
+          type: integer
+          description: The index of the refusal part in the message.
+        type:
+          description: Always `refusal`.
+          type: string
+          enum:
+            - refusal
+          x-stainless-const: true
+        refusal:
+          type: string
+      required:
+        - index
+        - type
+    MessageDeltaContentTextAnnotationsFileCitationObject:
+      title: File citation
+      type: object
+      description: >-
+        A citation within the message that points to a specific quote from a specific File associated with the
+        assistant or the message. Generated when the assistant uses the "file_search" tool to search files.
+      properties:
+        index:
+          type: integer
+          description: The index of the annotation in the text content part.
+        type:
+          description: Always `file_citation`.
+          type: string
+          enum:
+            - file_citation
+          x-stainless-const: true
+        text:
+          description: The text in the message content that needs to be replaced.
+          type: string
+        file_citation:
+          type: object
+          properties:
+            file_id:
+              description: The ID of the specific File the citation is from.
+              type: string
+            quote:
+              description: The specific quote in the file.
+              type: string
+        start_index:
+          type: integer
+          minimum: 0
+        end_index:
+          type: integer
+          minimum: 0
+      required:
+        - index
+        - type
+    MessageDeltaContentTextAnnotationsFilePathObject:
+      title: File path
+      type: object
+      description: >-
+        A URL for the file that's generated when the assistant used the `code_interpreter` tool to generate a
+        file.
+      properties:
+        index:
+          type: integer
+          description: The index of the annotation in the text content part.
+        type:
+          description: Always `file_path`.
+          type: string
+          enum:
+            - file_path
+          x-stainless-const: true
+        text:
+          description: The text in the message content that needs to be replaced.
+          type: string
+        file_path:
+          type: object
+          properties:
+            file_id:
+              description: The ID of the file that was generated.
+              type: string
+        start_index:
+          type: integer
+          minimum: 0
+        end_index:
+          type: integer
+          minimum: 0
+      required:
+        - index
+        - type
+    MessageDeltaContentTextObject:
+      title: Text
+      type: object
+      description: The text content that is part of a message.
+      properties:
+        index:
+          type: integer
+          description: The index of the content part in the message.
+        type:
+          description: Always `text`.
+          type: string
+          enum:
+            - text
+          x-stainless-const: true
+        text:
+          type: object
+          properties:
+            value:
+              description: The data that makes up the text.
+              type: string
+            annotations:
+              type: array
+              items:
+                $ref: '#/components/schemas/TextAnnotationDelta'
+      required:
+        - index
+        - type
+    MessageDeltaObject:
+      type: object
+      title: Message delta object
+      description: |
+        Represents a message delta i.e. any changed fields on a message during streaming.
+      properties:
+        id:
+          description: The identifier of the message, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread.message.delta`.
+          type: string
+          enum:
+            - thread.message.delta
+          x-stainless-const: true
+        delta:
+          description: The delta containing the fields that have changed on the Message.
+          type: object
+          properties:
+            role:
+              description: The entity that produced the message. One of `user` or `assistant`.
+              type: string
+              enum:
+                - user
+                - assistant
+            content:
+              description: The content of the message in array of text and/or images.
+              type: array
+              items:
+                $ref: '#/components/schemas/MessageContentDelta'
+      required:
+        - id
+        - object
+        - delta
+      x-oaiMeta:
+        name: The message delta object
+        beta: true
+        example: |
+          {
+            "id": "msg_123",
+            "object": "thread.message.delta",
+            "delta": {
+              "content": [
+                {
+                  "index": 0,
+                  "type": "text",
+                  "text": { "value": "Hello", "annotations": [] }
+                }
+              ]
+            }
+          }
+    MessageObject:
+      type: object
+      title: The message object
+      description: Represents a message within a [thread](https://platform.openai.com/docs/api-reference/threads).
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread.message`.
+          type: string
+          enum:
+            - thread.message
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the message was created.
+          type: integer
+        thread_id:
+          description: >-
+            The [thread](https://platform.openai.com/docs/api-reference/threads) ID that this message belongs
+            to.
+          type: string
+        status:
+          description: The status of the message, which can be either `in_progress`, `incomplete`, or `completed`.
+          type: string
+          enum:
+            - in_progress
+            - incomplete
+            - completed
+        incomplete_details:
+          anyOf:
+            - description: On an incomplete message, details about why the message is incomplete.
+              type: object
+              properties:
+                reason:
+                  type: string
+                  description: The reason the message is incomplete.
+                  enum:
+                    - content_filter
+                    - max_tokens
+                    - run_cancelled
+                    - run_expired
+                    - run_failed
+              required:
+                - reason
+            - type: 'null'
+        completed_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the message was completed.
+              type: integer
+            - type: 'null'
+        incomplete_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the message was marked as incomplete.
+              type: integer
+            - type: 'null'
+        role:
+          description: The entity that produced the message. One of `user` or `assistant`.
+          type: string
+          enum:
+            - user
+            - assistant
+        content:
+          description: The content of the message in array of text and/or images.
+          type: array
+          items:
+            $ref: '#/components/schemas/MessageContent'
+        assistant_id:
+          anyOf:
+            - description: >-
+                If applicable, the ID of the
+                [assistant](https://platform.openai.com/docs/api-reference/assistants) that authored this
+                message.
+              type: string
+            - type: 'null'
+        run_id:
+          anyOf:
+            - description: >-
+                The ID of the [run](https://platform.openai.com/docs/api-reference/runs) associated with the
+                creation of this message. Value is `null` when messages are created manually using the create
+                message or create thread endpoints.
+              type: string
+            - type: 'null'
+        attachments:
+          anyOf:
+            - type: array
+              items:
+                type: object
+                properties:
+                  file_id:
+                    type: string
+                    description: The ID of the file to attach to the message.
+                  tools:
+                    description: The tools to add this file to.
+                    type: array
+                    items:
+                      anyOf:
+                        - $ref: '#/components/schemas/AssistantToolsCode'
+                        - $ref: '#/components/schemas/AssistantToolsFileSearchTypeOnly'
+              description: A list of files attached to the message, and the tools they were added to.
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - status
+        - incomplete_details
+        - completed_at
+        - incomplete_at
+        - role
+        - content
+        - assistant_id
+        - run_id
+        - attachments
+        - metadata
+      x-oaiMeta:
+        name: The message object
+        beta: true
+        example: |
+          {
+            "id": "msg_abc123",
+            "object": "thread.message",
+            "created_at": 1698983503,
+            "thread_id": "thread_abc123",
+            "role": "assistant",
+            "content": [
+              {
+                "type": "text",
+                "text": {
+                  "value": "Hi! How can I help you today?",
+                  "annotations": []
+                }
+              }
+            ],
+            "assistant_id": "asst_abc123",
+            "run_id": "run_abc123",
+            "attachments": [],
+            "metadata": {}
+          }
+    MessageRequestContentTextObject:
+      title: Text
+      type: object
+      description: The text content that is part of a message.
+      properties:
+        type:
+          description: Always `text`.
+          type: string
+          enum:
+            - text
+          x-stainless-const: true
+        text:
+          type: string
+          description: Text content to be sent to the model
+      required:
+        - type
+        - text
+    MessageStreamEvent:
+      anyOf:
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.message.created
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/MessageObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [message](https://platform.openai.com/docs/api-reference/messages/object) is
+            created.
+          x-oaiMeta:
+            dataDescription: '`data` is a [message](/docs/api-reference/messages/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.message.in_progress
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/MessageObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [message](https://platform.openai.com/docs/api-reference/messages/object) moves to
+            an `in_progress` state.
+          x-oaiMeta:
+            dataDescription: '`data` is a [message](/docs/api-reference/messages/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.message.delta
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/MessageDeltaObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when parts of a [Message](https://platform.openai.com/docs/api-reference/messages/object)
+            are being streamed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [message delta](/docs/api-reference/assistants-streaming/message-delta-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.message.completed
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/MessageObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [message](https://platform.openai.com/docs/api-reference/messages/object) is
+            completed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [message](/docs/api-reference/messages/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.message.incomplete
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/MessageObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [message](https://platform.openai.com/docs/api-reference/messages/object) ends
+            before it is completed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [message](/docs/api-reference/messages/object)'
+      discriminator:
+        propertyName: event
+    Metadata:
+      anyOf:
+        - type: object
+          description: |
+            Set of 16 key-value pairs that can be attached to an object. This can be
+            useful for storing additional information about the object in a structured
+            format, and querying for objects via API or the dashboard.
+
+            Keys are strings with a maximum length of 64 characters. Values are strings
+            with a maximum length of 512 characters.
+          additionalProperties:
+            type: string
+          x-oaiTypeLabel: map
+        - type: 'null'
+    Model:
+      title: Model
+      description: Describes an OpenAI model offering that can be used with the API.
+      properties:
+        id:
+          type: string
+          description: The model identifier, which can be referenced in the API endpoints.
+        created:
+          type: integer
+          description: The Unix timestamp (in seconds) when the model was created.
+        object:
+          type: string
+          description: The object type, which is always "model".
+          enum:
+            - model
+          x-stainless-const: true
+        owned_by:
+          type: string
+          description: The organization that owns the model.
+      required:
+        - id
+        - object
+        - created
+        - owned_by
+      x-oaiMeta:
+        name: The model object
+        example: |
+          {
+            "id": "VAR_chat_model_id",
+            "object": "model",
+            "created": 1686935002,
+            "owned_by": "openai"
+          }
+    ModelIds:
+      anyOf:
+        - $ref: '#/components/schemas/ModelIdsShared'
+        - $ref: '#/components/schemas/ModelIdsResponses'
+    ModelIdsResponses:
+      example: gpt-4o
+      anyOf:
+        - $ref: '#/components/schemas/ModelIdsShared'
+        - type: string
+          title: ResponsesOnlyModel
+          enum:
+            - o1-pro
+            - o1-pro-2025-03-19
+            - o3-pro
+            - o3-pro-2025-06-10
+            - o3-deep-research
+            - o3-deep-research-2025-06-26
+            - o4-mini-deep-research
+            - o4-mini-deep-research-2025-06-26
+            - computer-use-preview
+            - computer-use-preview-2025-03-11
+            - gpt-5-codex
+            - gpt-5-pro
+            - gpt-5-pro-2025-10-06
+    ModelIdsShared:
+      example: gpt-4o
+      anyOf:
+        - type: string
+        - $ref: '#/components/schemas/ChatModel'
+    ModelResponseProperties:
+      type: object
+      properties:
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        top_logprobs:
+          anyOf:
+            - description: |
+                An integer between 0 and 20 specifying the number of most likely tokens to
+                return at each token position, each with an associated log probability.
+              type: integer
+              minimum: 0
+              maximum: 20
+            - type: 'null'
+        temperature:
+          anyOf:
+            - type: number
+              minimum: 0
+              maximum: 2
+              default: 1
+              example: 1
+              description: >
+                What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+                more random, while lower values like 0.2 will make it more focused and deterministic.
+
+                We generally recommend altering this or `top_p` but not both.
+            - type: 'null'
+        top_p:
+          anyOf:
+            - type: number
+              minimum: 0
+              maximum: 1
+              default: 1
+              example: 1
+              description: |
+                An alternative to sampling with temperature, called nucleus sampling,
+                where the model considers the results of the tokens with top_p probability
+                mass. So 0.1 means only the tokens comprising the top 10% probability mass
+                are considered.
+
+                We generally recommend altering this or `temperature` but not both.
+            - type: 'null'
+        user:
+          type: string
+          example: user-1234
+          deprecated: true
+          description: >
+            This field is being replaced by `safety_identifier` and `prompt_cache_key`. Use `prompt_cache_key`
+            instead to maintain caching optimizations.
+
+            A stable identifier for your end-users.
+
+            Used to boost cache hit rates by better bucketing similar requests and  to help OpenAI detect and
+            prevent abuse. [Learn
+            more](https://platform.openai.com/docs/guides/safety-best-practices#safety-identifiers).
+        safety_identifier:
+          type: string
+          example: safety-identifier-1234
+          description: >
+            A stable identifier used to help detect users of your application that may be violating OpenAI's
+            usage policies.
+
+            The IDs should be a string that uniquely identifies each user. We recommend hashing their username
+            or email address, in order to avoid sending us any identifying information. [Learn
+            more](https://platform.openai.com/docs/guides/safety-best-practices#safety-identifiers).
+        prompt_cache_key:
+          type: string
+          example: prompt-cache-key-1234
+          description: >
+            Used by OpenAI to cache responses for similar requests to optimize your cache hit rates. Replaces
+            the `user` field. [Learn more](https://platform.openai.com/docs/guides/prompt-caching).
+        service_tier:
+          $ref: '#/components/schemas/ServiceTier'
+    ModifyAssistantRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        model:
+          description: >
+            ID of the model to use. You can use the [List
+            models](https://platform.openai.com/docs/api-reference/models/list) API to see all of your
+            available models, or see our [Model overview](https://platform.openai.com/docs/models) for
+            descriptions of them.
+          anyOf:
+            - type: string
+            - $ref: '#/components/schemas/AssistantSupportedModels'
+        reasoning_effort:
+          $ref: '#/components/schemas/ReasoningEffort'
+        name:
+          anyOf:
+            - description: |
+                The name of the assistant. The maximum length is 256 characters.
+              type: string
+              maxLength: 256
+            - type: 'null'
+        description:
+          anyOf:
+            - description: |
+                The description of the assistant. The maximum length is 512 characters.
+              type: string
+              maxLength: 512
+            - type: 'null'
+        instructions:
+          anyOf:
+            - description: |
+                The system instructions that the assistant uses. The maximum length is 256,000 characters.
+              type: string
+              maxLength: 256000
+            - type: 'null'
+        tools:
+          description: >
+            A list of tool enabled on the assistant. There can be a maximum of 128 tools per assistant. Tools
+            can be of types `code_interpreter`, `file_search`, or `function`.
+          default: []
+          type: array
+          maxItems: 128
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are used by the assistant's tools. The resources are specific to the
+                type of tool. For example, the `code_interpreter` tool requires a list of file IDs, while the
+                `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        Overrides the list of [file](https://platform.openai.com/docs/api-reference/files) IDs
+                        made available to the `code_interpreter` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        Overrides the [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this assistant. There can be a maximum of 1 vector store attached to the assistant.
+                      maxItems: 1
+                      items:
+                        type: string
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          anyOf:
+            - description: >
+                What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+                more random, while lower values like 0.2 will make it more focused and deterministic.
+              type: number
+              minimum: 0
+              maximum: 2
+              default: 1
+              example: 1
+            - type: 'null'
+        top_p:
+          anyOf:
+            - type: number
+              minimum: 0
+              maximum: 1
+              default: 1
+              example: 1
+              description: >
+                An alternative to sampling with temperature, called nucleus sampling, where the model
+                considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens
+                comprising the top 10% probability mass are considered.
+
+
+                We generally recommend altering this or temperature but not both.
+            - type: 'null'
+        response_format:
+          anyOf:
+            - $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+            - type: 'null'
+    ModifyCertificateRequest:
+      type: object
+      properties:
+        name:
+          type: string
+          description: The updated name for the certificate
+      required:
+        - name
+    ModifyMessageRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    ModifyRunRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    ModifyThreadRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are made available to the assistant's tools in this thread. The
+                resources are specific to the type of tool. For example, the `code_interpreter` tool requires
+                a list of file IDs, while the `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made
+                        available to the `code_interpreter` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        The [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this thread. There can be a maximum of 1 vector store attached to the thread.
+                      maxItems: 1
+                      items:
+                        type: string
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    Move:
+      type: object
+      title: Move
+      description: |
+        A mouse move action.
+      properties:
+        type:
+          type: string
+          enum:
+            - move
+          default: move
+          description: |
+            Specifies the event type. For a move action, this property is
+            always set to `move`.
+          x-stainless-const: true
+        x:
+          type: integer
+          description: |
+            The x-coordinate to move to.
+        'y':
+          type: integer
+          description: |
+            The y-coordinate to move to.
+      required:
+        - type
+        - x
+        - 'y'
+    NoiseReductionType:
+      type: string
+      enum:
+        - near_field
+        - far_field
+      description: >
+        Type of noise reduction. `near_field` is for close-talking microphones such as headphones, `far_field`
+        is for far-field microphones such as laptop or conference room microphones.
+    OpenAIFile:
+      title: OpenAIFile
+      description: The `File` object represents a document that has been uploaded to OpenAI.
+      properties:
+        id:
+          type: string
+          description: The file identifier, which can be referenced in the API endpoints.
+        bytes:
+          type: integer
+          description: The size of the file, in bytes.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the file was created.
+        expires_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the file will expire.
+        filename:
+          type: string
+          description: The name of the file.
+        object:
+          type: string
+          description: The object type, which is always `file`.
+          enum:
+            - file
+          x-stainless-const: true
+        purpose:
+          type: string
+          description: >-
+            The intended purpose of the file. Supported values are `assistants`, `assistants_output`, `batch`,
+            `batch_output`, `fine-tune`, `fine-tune-results`, `vision`, and `user_data`.
+          enum:
+            - assistants
+            - assistants_output
+            - batch
+            - batch_output
+            - fine-tune
+            - fine-tune-results
+            - vision
+            - user_data
+        status:
+          type: string
+          deprecated: true
+          description: >-
+            Deprecated. The current status of the file, which can be either `uploaded`, `processed`, or
+            `error`.
+          enum:
+            - uploaded
+            - processed
+            - error
+        status_details:
+          type: string
+          deprecated: true
+          description: >-
+            Deprecated. For details on why a fine-tuning training file failed validation, see the `error`
+            field on `fine_tuning.job`.
+      required:
+        - id
+        - object
+        - bytes
+        - created_at
+        - filename
+        - purpose
+        - status
+      x-oaiMeta:
+        name: The file object
+        example: |
+          {
+            "id": "file-abc123",
+            "object": "file",
+            "bytes": 120000,
+            "created_at": 1677610602,
+            "expires_at": 1680202602,
+            "filename": "salesOverview.pdf",
+            "purpose": "assistants",
+          }
+    OtherChunkingStrategyResponseParam:
+      type: object
+      title: Other Chunking Strategy
+      description: >-
+        This is returned when the chunking strategy is unknown. Typically, this is because the file was
+        indexed before the `chunking_strategy` concept was introduced in the API.
+      additionalProperties: false
+      properties:
+        type:
+          type: string
+          description: Always `other`.
+          enum:
+            - other
+          x-stainless-const: true
+      required:
+        - type
+    OutputAudio:
+      type: object
+      title: Output audio
+      description: |
+        An audio output from the model.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the output audio. Always `output_audio`.
+          enum:
+            - output_audio
+          x-stainless-const: true
+        data:
+          type: string
+          description: |
+            Base64-encoded audio data from the model.
+        transcript:
+          type: string
+          description: |
+            The transcript of the audio data from the model.
+      required:
+        - type
+        - data
+        - transcript
+    OutputContent:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/OutputTextContent'
+        - $ref: '#/components/schemas/RefusalContent'
+        - $ref: '#/components/schemas/ReasoningTextContent'
+    OutputItem:
+      anyOf:
+        - $ref: '#/components/schemas/OutputMessage'
+        - $ref: '#/components/schemas/FileSearchToolCall'
+        - $ref: '#/components/schemas/FunctionToolCall'
+        - $ref: '#/components/schemas/WebSearchToolCall'
+        - $ref: '#/components/schemas/ComputerToolCall'
+        - $ref: '#/components/schemas/ReasoningItem'
+        - $ref: '#/components/schemas/ImageGenToolCall'
+        - $ref: '#/components/schemas/CodeInterpreterToolCall'
+        - $ref: '#/components/schemas/LocalShellToolCall'
+        - $ref: '#/components/schemas/MCPToolCall'
+        - $ref: '#/components/schemas/MCPListTools'
+        - $ref: '#/components/schemas/MCPApprovalRequest'
+        - $ref: '#/components/schemas/CustomToolCall'
+      discriminator:
+        propertyName: type
+    OutputMessage:
+      type: object
+      title: Output message
+      description: |
+        An output message from the model.
+      properties:
+        id:
+          type: string
+          description: |
+            The unique ID of the output message.
+          x-stainless-go-json: omitzero
+        type:
+          type: string
+          description: |
+            The type of the output message. Always `message`.
+          enum:
+            - message
+          x-stainless-const: true
+        role:
+          type: string
+          description: |
+            The role of the output message. Always `assistant`.
+          enum:
+            - assistant
+          x-stainless-const: true
+        content:
+          type: array
+          description: |
+            The content of the output message.
+          items:
+            $ref: '#/components/schemas/OutputMessageContent'
+        status:
+          type: string
+          description: |
+            The status of the message input. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when input items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - id
+        - type
+        - role
+        - content
+        - status
+    OutputMessageContent:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/OutputTextContent'
+        - $ref: '#/components/schemas/RefusalContent'
+    ParallelToolCalls:
+      description: >-
+        Whether to enable [parallel function
+        calling](https://platform.openai.com/docs/guides/function-calling#configuring-parallel-function-calling)
+        during tool use.
+      type: boolean
+      default: true
+    PartialImages:
+      anyOf:
+        - type: integer
+          maximum: 3
+          minimum: 0
+          default: 0
+          example: 1
+          description: |
+            The number of partial images to generate. This parameter is used for
+            streaming responses that return partial images. Value must be between 0 and 3.
+            When set to 0, the response will be a single image sent in one streaming event.
+
+            Note that the final image may be sent before the full number of partial images
+            are generated if the full image is generated more quickly.
+        - type: 'null'
+    PredictionContent:
+      type: object
+      title: Static Content
+      description: |
+        Static predicted output content, such as the content of a text file that is
+        being regenerated.
+      required:
+        - type
+        - content
+      properties:
+        type:
+          type: string
+          enum:
+            - content
+          description: |
+            The type of the predicted content you want to provide. This type is
+            currently always `content`.
+          x-stainless-const: true
+        content:
+          description: |
+            The content that should be matched when generating a model response.
+            If generated tokens would match this content, the entire model response
+            can be returned much more quickly.
+          anyOf:
+            - type: string
+              title: Text content
+              description: |
+                The content used for a Predicted Output. This is often the
+                text of a file you are regenerating with minor changes.
+            - type: array
+              description: >-
+                An array of content parts with a defined type. Supported options differ based on the
+                [model](https://platform.openai.com/docs/models) being used to generate the response. Can
+                contain text inputs.
+              title: Array of content parts
+              items:
+                $ref: '#/components/schemas/ChatCompletionRequestMessageContentPartText'
+              minItems: 1
+    Project:
+      type: object
+      description: Represents an individual project.
+      properties:
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        object:
+          type: string
+          enum:
+            - organization.project
+          description: The object type, which is always `organization.project`
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the project. This appears in reporting.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the project was created.
+        archived_at:
+          anyOf:
+            - type: integer
+              description: The Unix timestamp (in seconds) of when the project was archived or `null`.
+            - type: 'null'
+        status:
+          type: string
+          enum:
+            - active
+            - archived
+          description: '`active` or `archived`'
+      required:
+        - id
+        - object
+        - name
+        - created_at
+        - status
+      x-oaiMeta:
+        name: The project object
+        example: |
+          {
+              "id": "proj_abc",
+              "object": "organization.project",
+              "name": "Project example",
+              "created_at": 1711471533,
+              "archived_at": null,
+              "status": "active"
+          }
+    ProjectApiKey:
+      type: object
+      description: Represents an individual API key in a project.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.api_key
+          description: The object type, which is always `organization.project.api_key`
+          x-stainless-const: true
+        redacted_value:
+          type: string
+          description: The redacted value of the API key
+        name:
+          type: string
+          description: The name of the API key
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the API key was created
+        last_used_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the API key was last used.
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        owner:
+          type: object
+          properties:
+            type:
+              type: string
+              enum:
+                - user
+                - service_account
+              description: '`user` or `service_account`'
+            user:
+              $ref: '#/components/schemas/ProjectUser'
+            service_account:
+              $ref: '#/components/schemas/ProjectServiceAccount'
+      required:
+        - object
+        - redacted_value
+        - name
+        - created_at
+        - last_used_at
+        - id
+        - owner
+      x-oaiMeta:
+        name: The project API key object
+        example: |
+          {
+              "object": "organization.project.api_key",
+              "redacted_value": "sk-abc...def",
+              "name": "My API Key",
+              "created_at": 1711471533,
+              "last_used_at": 1711471534,
+              "id": "key_abc",
+              "owner": {
+                  "type": "user",
+                  "user": {
+                      "object": "organization.project.user",
+                      "id": "user_abc",
+                      "name": "First Last",
+                      "email": "user@example.com",
+                      "role": "owner",
+                      "created_at": 1711471533
+                  }
+              }
+          }
+    ProjectApiKeyDeleteResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.api_key.deleted
+          x-stainless-const: true
+        id:
+          type: string
+        deleted:
+          type: boolean
+      required:
+        - object
+        - id
+        - deleted
+    ProjectApiKeyListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/ProjectApiKey'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ProjectCreateRequest:
+      type: object
+      properties:
+        name:
+          type: string
+          description: The friendly name of the project, this name appears in reports.
+        geography:
+          type: string
+          enum:
+            - US
+            - EU
+            - JP
+            - IN
+            - KR
+            - CA
+            - AU
+            - SG
+          description: >-
+            Create the project with the specified data residency region. Your organization must have access to
+            Data residency functionality in order to use. See [data residency
+            controls](https://platform.openai.com/docs/guides/your-data#data-residency-controls) to review the
+            functionality and limitations of setting this field.
+      required:
+        - name
+    ProjectListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/Project'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ProjectRateLimit:
+      type: object
+      description: Represents a project rate limit config.
+      properties:
+        object:
+          type: string
+          enum:
+            - project.rate_limit
+          description: The object type, which is always `project.rate_limit`
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints.
+        model:
+          type: string
+          description: The model this rate limit applies to.
+        max_requests_per_1_minute:
+          type: integer
+          description: The maximum requests per minute.
+        max_tokens_per_1_minute:
+          type: integer
+          description: The maximum tokens per minute.
+        max_images_per_1_minute:
+          type: integer
+          description: The maximum images per minute. Only present for relevant models.
+        max_audio_megabytes_per_1_minute:
+          type: integer
+          description: The maximum audio megabytes per minute. Only present for relevant models.
+        max_requests_per_1_day:
+          type: integer
+          description: The maximum requests per day. Only present for relevant models.
+        batch_1_day_max_input_tokens:
+          type: integer
+          description: The maximum batch input tokens per day. Only present for relevant models.
+      required:
+        - object
+        - id
+        - model
+        - max_requests_per_1_minute
+        - max_tokens_per_1_minute
+      x-oaiMeta:
+        name: The project rate limit object
+        example: |
+          {
+              "object": "project.rate_limit",
+              "id": "rl_ada",
+              "model": "ada",
+              "max_requests_per_1_minute": 600,
+              "max_tokens_per_1_minute": 150000,
+              "max_images_per_1_minute": 10
+          }
+    ProjectRateLimitListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/ProjectRateLimit'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ProjectRateLimitUpdateRequest:
+      type: object
+      properties:
+        max_requests_per_1_minute:
+          type: integer
+          description: The maximum requests per minute.
+        max_tokens_per_1_minute:
+          type: integer
+          description: The maximum tokens per minute.
+        max_images_per_1_minute:
+          type: integer
+          description: The maximum images per minute. Only relevant for certain models.
+        max_audio_megabytes_per_1_minute:
+          type: integer
+          description: The maximum audio megabytes per minute. Only relevant for certain models.
+        max_requests_per_1_day:
+          type: integer
+          description: The maximum requests per day. Only relevant for certain models.
+        batch_1_day_max_input_tokens:
+          type: integer
+          description: The maximum batch input tokens per day. Only relevant for certain models.
+    ProjectServiceAccount:
+      type: object
+      description: Represents an individual service account in a project.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.service_account
+          description: The object type, which is always `organization.project.service_account`
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        name:
+          type: string
+          description: The name of the service account
+        role:
+          type: string
+          enum:
+            - owner
+            - member
+          description: '`owner` or `member`'
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the service account was created
+      required:
+        - object
+        - id
+        - name
+        - role
+        - created_at
+      x-oaiMeta:
+        name: The project service account object
+        example: |
+          {
+              "object": "organization.project.service_account",
+              "id": "svc_acct_abc",
+              "name": "Service Account",
+              "role": "owner",
+              "created_at": 1711471533
+          }
+    ProjectServiceAccountApiKey:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.service_account.api_key
+          description: The object type, which is always `organization.project.service_account.api_key`
+          x-stainless-const: true
+        value:
+          type: string
+        name:
+          type: string
+        created_at:
+          type: integer
+        id:
+          type: string
+      required:
+        - object
+        - value
+        - name
+        - created_at
+        - id
+    ProjectServiceAccountCreateRequest:
+      type: object
+      properties:
+        name:
+          type: string
+          description: The name of the service account being created.
+      required:
+        - name
+    ProjectServiceAccountCreateResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.service_account
+          x-stainless-const: true
+        id:
+          type: string
+        name:
+          type: string
+        role:
+          type: string
+          enum:
+            - member
+          description: Service accounts can only have one role of type `member`
+          x-stainless-const: true
+        created_at:
+          type: integer
+        api_key:
+          $ref: '#/components/schemas/ProjectServiceAccountApiKey'
+      required:
+        - object
+        - id
+        - name
+        - role
+        - created_at
+        - api_key
+    ProjectServiceAccountDeleteResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.service_account.deleted
+          x-stainless-const: true
+        id:
+          type: string
+        deleted:
+          type: boolean
+      required:
+        - object
+        - id
+        - deleted
+    ProjectServiceAccountListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/ProjectServiceAccount'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ProjectUpdateRequest:
+      type: object
+      properties:
+        name:
+          type: string
+          description: The updated name of the project, this name appears in reports.
+      required:
+        - name
+    ProjectUser:
+      type: object
+      description: Represents an individual user in a project.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.user
+          description: The object type, which is always `organization.project.user`
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        name:
+          type: string
+          description: The name of the user
+        email:
+          type: string
+          description: The email address of the user
+        role:
+          type: string
+          enum:
+            - owner
+            - member
+          description: '`owner` or `member`'
+        added_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the project was added.
+      required:
+        - object
+        - id
+        - name
+        - email
+        - role
+        - added_at
+      x-oaiMeta:
+        name: The project user object
+        example: |
+          {
+              "object": "organization.project.user",
+              "id": "user_abc",
+              "name": "First Last",
+              "email": "user@example.com",
+              "role": "owner",
+              "added_at": 1711471533
+          }
+    ProjectUserCreateRequest:
+      type: object
+      properties:
+        user_id:
+          type: string
+          description: The ID of the user.
+        role:
+          type: string
+          enum:
+            - owner
+            - member
+          description: '`owner` or `member`'
+      required:
+        - user_id
+        - role
+    ProjectUserDeleteResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.project.user.deleted
+          x-stainless-const: true
+        id:
+          type: string
+        deleted:
+          type: boolean
+      required:
+        - object
+        - id
+        - deleted
+    ProjectUserListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/ProjectUser'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    ProjectUserUpdateRequest:
+      type: object
+      properties:
+        role:
+          type: string
+          enum:
+            - owner
+            - member
+          description: '`owner` or `member`'
+      required:
+        - role
+    Prompt:
+      anyOf:
+        - type: object
+          description: |
+            Reference to a prompt template and its variables.
+            [Learn more](https://platform.openai.com/docs/guides/text?api-mode=responses#reusable-prompts).
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: The unique identifier of the prompt template to use.
+            version:
+              anyOf:
+                - type: string
+                  description: Optional version of the prompt template.
+                - type: 'null'
+            variables:
+              $ref: '#/components/schemas/ResponsePromptVariables'
+        - type: 'null'
+    RealtimeAudioFormats:
+      anyOf:
+        - type: object
+          title: PCM audio format
+          description: The PCM audio format. Only a 24kHz sample rate is supported.
+          properties:
+            type:
+              type: string
+              description: The audio format. Always `audio/pcm`.
+              enum:
+                - audio/pcm
+            rate:
+              type: integer
+              description: The sample rate of the audio. Always `24000`.
+              enum:
+                - 24000
+        - type: object
+          title: PCMU audio format
+          description: The G.711 μ-law format.
+          properties:
+            type:
+              type: string
+              description: The audio format. Always `audio/pcmu`.
+              enum:
+                - audio/pcmu
+        - type: object
+          title: PCMA audio format
+          description: The G.711 A-law format.
+          properties:
+            type:
+              type: string
+              description: The audio format. Always `audio/pcma`.
+              enum:
+                - audio/pcma
+      discriminator:
+        propertyName: type
+    RealtimeBetaClientEventConversationItemCreate:
+      type: object
+      description: |
+        Add a new Item to the Conversation's context, including messages, function
+        calls, and function call responses. This event can be used both to populate a
+        "history" of the conversation and to add new items mid-stream, but has the
+        current limitation that it cannot populate assistant audio messages.
+
+        If successful, the server will respond with a `conversation.item.created`
+        event, otherwise an `error` event will be sent.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.create`.
+          x-stainless-const: true
+          const: conversation.item.create
+        previous_item_id:
+          type: string
+          description: |
+            The ID of the preceding item after which the new item will be inserted.
+            If not set, the new item will be appended to the end of the conversation.
+            If set to `root`, the new item will be added to the beginning of the conversation.
+            If set to an existing ID, it allows an item to be inserted mid-conversation. If the
+            ID cannot be found, an error will be returned and the item will not be added.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.create
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.create",
+            "item": {
+              "type": "message",
+              "role": "user",
+              "content": [
+                {
+                  "type": "input_text",
+                  "text": "hi"
+                }
+              ]
+            },
+            "event_id": "b904fba0-0ec4-40af-8bbb-f908a9b26793",
+          }
+    RealtimeBetaClientEventConversationItemDelete:
+      type: object
+      description: |
+        Send this event when you want to remove any item from the conversation
+        history. The server will respond with a `conversation.item.deleted` event,
+        unless the item does not exist in the conversation history, in which case the
+        server will respond with an error.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.delete`.
+          x-stainless-const: true
+          const: conversation.item.delete
+        item_id:
+          type: string
+          description: The ID of the item to delete.
+      required:
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.delete
+        group: realtime
+        example: |
+          {
+              "event_id": "event_901",
+              "type": "conversation.item.delete",
+              "item_id": "msg_003"
+          }
+    RealtimeBetaClientEventConversationItemRetrieve:
+      type: object
+      description: >
+        Send this event when you want to retrieve the server's representation of a specific item in the
+        conversation history. This is useful, for example, to inspect user audio after noise cancellation and
+        VAD.
+
+        The server will respond with a `conversation.item.retrieved` event,
+
+        unless the item does not exist in the conversation history, in which case the
+
+        server will respond with an error.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.retrieve`.
+          x-stainless-const: true
+          const: conversation.item.retrieve
+        item_id:
+          type: string
+          description: The ID of the item to retrieve.
+      required:
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.retrieve
+        group: realtime
+        example: |
+          {
+              "event_id": "event_901",
+              "type": "conversation.item.retrieve",
+              "item_id": "msg_003"
+          }
+    RealtimeBetaClientEventConversationItemTruncate:
+      type: object
+      description: |
+        Send this event to truncate a previous assistant message’s audio. The server
+        will produce audio faster than realtime, so this event is useful when the user
+        interrupts to truncate audio that has already been sent to the client but not
+        yet played. This will synchronize the server's understanding of the audio with
+        the client's playback.
+
+        Truncating audio will delete the server-side text transcript to ensure there
+        is not text in the context that hasn't been heard by the user.
+
+        If successful, the server will respond with a `conversation.item.truncated`
+        event.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.truncate`.
+          x-stainless-const: true
+          const: conversation.item.truncate
+        item_id:
+          type: string
+          description: |
+            The ID of the assistant message item to truncate. Only assistant message
+            items can be truncated.
+        content_index:
+          type: integer
+          description: The index of the content part to truncate. Set this to 0.
+        audio_end_ms:
+          type: integer
+          description: |
+            Inclusive duration up to which audio is truncated, in milliseconds. If
+            the audio_end_ms is greater than the actual audio duration, the server
+            will respond with an error.
+      required:
+        - type
+        - item_id
+        - content_index
+        - audio_end_ms
+      x-oaiMeta:
+        name: conversation.item.truncate
+        group: realtime
+        example: |
+          {
+              "event_id": "event_678",
+              "type": "conversation.item.truncate",
+              "item_id": "msg_002",
+              "content_index": 0,
+              "audio_end_ms": 1500
+          }
+    RealtimeBetaClientEventInputAudioBufferAppend:
+      type: object
+      description: |
+        Send this event to append audio bytes to the input audio buffer. The audio
+        buffer is temporary storage you can write to and later commit. In Server VAD
+        mode, the audio buffer is used to detect speech and the server will decide
+        when to commit. When Server VAD is disabled, you must commit the audio buffer
+        manually.
+
+        The client may choose how much audio to place in each event up to a maximum
+        of 15 MiB, for example streaming smaller chunks from the client may allow the
+        VAD to be more responsive. Unlike made other client events, the server will
+        not send a confirmation response to this event.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.append`.
+          x-stainless-const: true
+          const: input_audio_buffer.append
+        audio:
+          type: string
+          description: |
+            Base64-encoded audio bytes. This must be in the format specified by the
+            `input_audio_format` field in the session configuration.
+      required:
+        - type
+        - audio
+      x-oaiMeta:
+        name: input_audio_buffer.append
+        group: realtime
+        example: |
+          {
+              "event_id": "event_456",
+              "type": "input_audio_buffer.append",
+              "audio": "Base64EncodedAudioData"
+          }
+    RealtimeBetaClientEventInputAudioBufferClear:
+      type: object
+      description: |
+        Send this event to clear the audio bytes in the buffer. The server will
+        respond with an `input_audio_buffer.cleared` event.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.clear`.
+          x-stainless-const: true
+          const: input_audio_buffer.clear
+      required:
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.clear
+        group: realtime
+        example: |
+          {
+              "event_id": "event_012",
+              "type": "input_audio_buffer.clear"
+          }
+    RealtimeBetaClientEventInputAudioBufferCommit:
+      type: object
+      description: |
+        Send this event to commit the user input audio buffer, which will create a
+        new user message item in the conversation. This event will produce an error
+        if the input audio buffer is empty. When in Server VAD mode, the client does
+        not need to send this event, the server will commit the audio buffer
+        automatically.
+
+        Committing the input audio buffer will trigger input audio transcription
+        (if enabled in session configuration), but it will not create a response
+        from the model. The server will respond with an `input_audio_buffer.committed`
+        event.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.commit`.
+          x-stainless-const: true
+          const: input_audio_buffer.commit
+      required:
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.commit
+        group: realtime
+        example: |
+          {
+              "event_id": "event_789",
+              "type": "input_audio_buffer.commit"
+          }
+    RealtimeBetaClientEventOutputAudioBufferClear:
+      type: object
+      description: >
+        **WebRTC Only:** Emit to cut off the current audio response. This will trigger the server to
+
+        stop generating audio and emit a `output_audio_buffer.cleared` event. This
+
+        event should be preceded by a `response.cancel` client event to stop the
+
+        generation of the current response.
+
+        [Learn
+        more](https://platform.openai.com/docs/guides/realtime-conversations#client-and-server-events-for-audio-in-webrtc).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the client event used for error handling.
+        type:
+          description: The event type, must be `output_audio_buffer.clear`.
+          x-stainless-const: true
+          const: output_audio_buffer.clear
+      required:
+        - type
+      x-oaiMeta:
+        name: output_audio_buffer.clear
+        group: realtime
+        example: |
+          {
+              "event_id": "optional_client_event_id",
+              "type": "output_audio_buffer.clear"
+          }
+    RealtimeBetaClientEventResponseCancel:
+      type: object
+      description: |
+        Send this event to cancel an in-progress response. The server will respond
+        with a `response.done` event with a status of `response.status=cancelled`. If
+        there is no response to cancel, the server will respond with an error.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `response.cancel`.
+          x-stainless-const: true
+          const: response.cancel
+        response_id:
+          type: string
+          description: |
+            A specific response ID to cancel - if not provided, will cancel an
+            in-progress response in the default conversation.
+      required:
+        - type
+      x-oaiMeta:
+        name: response.cancel
+        group: realtime
+        example: |
+          {
+              "event_id": "event_567",
+              "type": "response.cancel"
+          }
+    RealtimeBetaClientEventResponseCreate:
+      type: object
+      description: |
+        This event instructs the server to create a Response, which means triggering
+        model inference. When in Server VAD mode, the server will create Responses
+        automatically.
+
+        A Response will include at least one Item, and may have two, in which case
+        the second will be a function call. These Items will be appended to the
+        conversation history.
+
+        The server will respond with a `response.created` event, events for Items
+        and content created, and finally a `response.done` event to indicate the
+        Response is complete.
+
+        The `response.create` event can optionally include inference configuration like
+        `instructions`, and `temperature`. These fields will override the Session's
+        configuration for this Response only.
+
+        Responses can be created out-of-band of the default Conversation, meaning that they can
+        have arbitrary input, and it's possible to disable writing the output to the Conversation.
+        Only one Response can write to the default Conversation at a time, but otherwise multiple
+        Responses can be created in parallel.
+
+        Clients can set `conversation` to `none` to create a Response that does not write to the default
+        Conversation. Arbitrary input can be provided with the `input` field, which is an array accepting
+        raw Items and references to existing Items.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `response.create`.
+          x-stainless-const: true
+          const: response.create
+        response:
+          $ref: '#/components/schemas/RealtimeBetaResponseCreateParams'
+      required:
+        - type
+      x-oaiMeta:
+        name: response.create
+        group: realtime
+        example: |
+          // Trigger a response with the default Conversation and no special parameters
+          {
+            "type": "response.create",
+          }
+
+          // Trigger an out-of-band response that does not write to the default Conversation
+          {
+            "type": "response.create",
+            "response": {
+              "instructions": "Provide a concise answer.",
+              "tools": [], // clear any session tools
+              "conversation": "none",
+              "output_modalities": ["text"],
+              "input": [
+                {
+                  "type": "item_reference",
+                  "id": "item_12345",
+                },
+                {
+                  "type": "message",
+                  "role": "user",
+                  "content": [
+                    {
+                      "type": "input_text",
+                      "text": "Summarize the above message in one sentence."
+                    }
+                  ]
+                }
+              ],
+            }
+          }
+    RealtimeBetaClientEventSessionUpdate:
+      type: object
+      description: |
+        Send this event to update the session’s default configuration.
+        The client may send this event at any time to update any field,
+        except for `voice`. However, note that once a session has been
+        initialized with a particular `model`, it can’t be changed to
+        another model using `session.update`.
+
+        When the server receives a `session.update`, it will respond
+        with a `session.updated` event showing the full, effective configuration.
+        Only the fields that are present are updated. To clear a field like
+        `instructions`, pass an empty string.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `session.update`.
+          x-stainless-const: true
+          const: session.update
+        session:
+          $ref: '#/components/schemas/RealtimeSessionCreateRequest'
+      required:
+        - type
+        - session
+      x-oaiMeta:
+        name: session.update
+        group: realtime
+        example: |
+          {
+            "type": "session.update",
+            "session": {
+              "type": "realtime",
+              "tools": [
+                {
+                  "type": "function",
+                  "name": "display_color_palette",
+                  "description": "\nCall this function when a user asks for a color palette.\n",
+                  "parameters": {
+                    "type": "object",
+                    "strict": true,
+                    "properties": {
+                      "theme": {
+                        "type": "string",
+                        "description": "Description of the theme for the color scheme."
+                      },
+                      "colors": {
+                        "type": "array",
+                        "description": "Array of five hex color codes based on the theme.",
+                        "items": {
+                          "type": "string",
+                          "description": "Hex color code"
+                        }
+                      }
+                    },
+                    "required": [
+                      "theme",
+                      "colors"
+                    ]
+                  }
+                }
+              ],
+              "tool_choice": "auto"
+            },
+            "event_id": "5fc543c4-f59c-420f-8fb9-68c45d1546a7",
+            "timestamp": "2:30:32 PM"
+          }
+    RealtimeBetaClientEventTranscriptionSessionUpdate:
+      type: object
+      description: |
+        Send this event to update a transcription session.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `transcription_session.update`.
+          x-stainless-const: true
+          const: transcription_session.update
+        session:
+          $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequest'
+      required:
+        - type
+        - session
+      x-oaiMeta:
+        name: transcription_session.update
+        group: realtime
+        example: |
+          {
+            "type": "transcription_session.update",
+            "session": {
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "prompt": "",
+                "language": ""
+              },
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 500,
+                "create_response": true,
+              },
+              "input_audio_noise_reduction": {
+                "type": "near_field"
+              },
+              "include": [
+                "item.input_audio_transcription.logprobs",
+              ]
+            }
+          }
+    RealtimeBetaResponse:
+      type: object
+      description: The response resource.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the response.
+        object:
+          description: The object type, must be `realtime.response`.
+          x-stainless-const: true
+          const: realtime.response
+        status:
+          type: string
+          enum:
+            - completed
+            - cancelled
+            - failed
+            - incomplete
+            - in_progress
+          description: |
+            The final status of the response (`completed`, `cancelled`, `failed`, or
+            `incomplete`, `in_progress`).
+        status_details:
+          type: object
+          description: Additional details about the status.
+          properties:
+            type:
+              type: string
+              enum:
+                - completed
+                - cancelled
+                - incomplete
+                - failed
+              description: |
+                The type of error that caused the response to fail, corresponding
+                with the `status` field (`completed`, `cancelled`, `incomplete`,
+                `failed`).
+            reason:
+              type: string
+              enum:
+                - turn_detected
+                - client_cancelled
+                - max_output_tokens
+                - content_filter
+              description: |
+                The reason the Response did not complete. For a `cancelled` Response,
+                one of `turn_detected` (the server VAD detected a new start of speech)
+                or `client_cancelled` (the client sent a cancel event). For an
+                `incomplete` Response, one of `max_output_tokens` or `content_filter`
+                (the server-side safety filter activated and cut off the response).
+            error:
+              type: object
+              description: |
+                A description of the error that caused the response to fail,
+                populated when the `status` is `failed`.
+              properties:
+                type:
+                  type: string
+                  description: The type of error.
+                code:
+                  type: string
+                  description: Error code, if any.
+        output:
+          type: array
+          description: The list of output items generated by the response.
+          items:
+            $ref: '#/components/schemas/RealtimeConversationItem'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        usage:
+          type: object
+          description: |
+            Usage statistics for the Response, this will correspond to billing. A
+            Realtime API session will maintain a conversation context and append new
+            Items to the Conversation, thus output from previous turns (text and
+            audio tokens) will become the input for later turns.
+          properties:
+            total_tokens:
+              type: integer
+              description: |
+                The total number of tokens in the Response including input and output
+                text and audio tokens.
+            input_tokens:
+              type: integer
+              description: |
+                The number of input tokens used in the Response, including text and
+                audio tokens.
+            output_tokens:
+              type: integer
+              description: |
+                The number of output tokens sent in the Response, including text and
+                audio tokens.
+            input_token_details:
+              type: object
+              description: Details about the input tokens used in the Response.
+              properties:
+                cached_tokens:
+                  type: integer
+                  description: The number of cached tokens used as input for the Response.
+                text_tokens:
+                  type: integer
+                  description: The number of text tokens used as input for the Response.
+                image_tokens:
+                  type: integer
+                  description: The number of image tokens used as input for the Response.
+                audio_tokens:
+                  type: integer
+                  description: The number of audio tokens used as input for the Response.
+                cached_tokens_details:
+                  type: object
+                  description: Details about the cached tokens used as input for the Response.
+                  properties:
+                    text_tokens:
+                      type: integer
+                      description: The number of cached text tokens used as input for the Response.
+                    image_tokens:
+                      type: integer
+                      description: The number of cached image tokens used as input for the Response.
+                    audio_tokens:
+                      type: integer
+                      description: The number of cached audio tokens used as input for the Response.
+            output_token_details:
+              type: object
+              description: Details about the output tokens used in the Response.
+              properties:
+                text_tokens:
+                  type: integer
+                  description: The number of text tokens used in the Response.
+                audio_tokens:
+                  type: integer
+                  description: The number of audio tokens used in the Response.
+        conversation_id:
+          description: |
+            Which conversation the response is added to, determined by the `conversation`
+            field in the `response.create` event. If `auto`, the response will be added to
+            the default conversation and the value of `conversation_id` will be an id like
+            `conv_1234`. If `none`, the response will not be added to any conversation and
+            the value of `conversation_id` will be `null`. If responses are being triggered
+            by server VAD, the response will be added to the default conversation, thus
+            the `conversation_id` will be an id like `conv_1234`.
+          type: string
+        voice:
+          $ref: '#/components/schemas/VoiceIdsShared'
+          description: |
+            The voice the model used to respond.
+            Current voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+            `shimmer`, and `verse`.
+        modalities:
+          type: array
+          description: |
+            The set of modalities the model used to respond. If there are multiple modalities,
+            the model will pick one, for example if `modalities` is `["text", "audio"]`, the model
+            could be responding in either text or audio.
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        output_audio_format:
+          type: string
+          enum:
+            - pcm16
+            - g711_ulaw
+            - g711_alaw
+          description: |
+            The format of output audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+        temperature:
+          type: number
+          description: |
+            Sampling temperature for the model, limited to [0.6, 1.2]. Defaults to 0.8.
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls, that was used in this response.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+    RealtimeBetaResponseCreateParams:
+      type: object
+      description: Create a new Realtime response with these parameters
+      properties:
+        modalities:
+          type: array
+          description: |
+            The set of modalities the model can respond with. To disable audio,
+            set this to ["text"].
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        instructions:
+          type: string
+          description: |
+            The default system instructions (i.e. system message) prepended to model
+            calls. This field allows the client to guide the model on desired
+            responses. The model can be instructed on response content and format,
+            (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion
+            into your voice", "laugh frequently"). The instructions are not guaranteed
+            to be followed by the model, but they provide guidance to the model on the
+            desired behavior.
+
+            Note that the server sets default instructions which will be used if this
+            field is not set and are visible in the `session.created` event at the
+            start of the session.
+        voice:
+          $ref: '#/components/schemas/VoiceIdsShared'
+          description: |
+            The voice the model uses to respond. Voice cannot be changed during the
+            session once the model has responded with audio at least once. Current
+            voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+            `shimmer`, and `verse`.
+        output_audio_format:
+          type: string
+          enum:
+            - pcm16
+            - g711_ulaw
+            - g711_alaw
+          description: |
+            The format of output audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+        tools:
+          type: array
+          description: Tools (functions) available to the model.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - function
+                description: The type of the tool, i.e. `function`.
+                x-stainless-const: true
+              name:
+                type: string
+                description: The name of the function.
+              description:
+                type: string
+                description: |
+                  The description of the function, including guidance on when and how
+                  to call it, and guidance about what to tell the user when calling
+                  (if anything).
+              parameters:
+                type: object
+                description: Parameters of the function in JSON Schema.
+        tool_choice:
+          description: |
+            How the model chooses tools. Provide one of the string modes or force a specific
+            function/MCP tool.
+          default: auto
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoiceOptions'
+            - $ref: '#/components/schemas/ToolChoiceFunction'
+            - $ref: '#/components/schemas/ToolChoiceMCP'
+        temperature:
+          type: number
+          description: |
+            Sampling temperature for the model, limited to [0.6, 1.2]. Defaults to 0.8.
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        conversation:
+          description: |
+            Controls which conversation the response is added to. Currently supports
+            `auto` and `none`, with `auto` as the default value. The `auto` value
+            means that the contents of the response will be added to the default
+            conversation. Set this to `none` to create an out-of-band response which
+            will not add items to default conversation.
+          anyOf:
+            - type: string
+            - type: string
+              default: auto
+              enum:
+                - auto
+                - none
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+        input:
+          type: array
+          description: |
+            Input items to include in the prompt for the model. Using this field
+            creates a new context for this Response instead of using the default
+            conversation. An empty array `[]` will clear the context for this Response.
+            Note that this can include references to items from the default conversation.
+          items:
+            $ref: '#/components/schemas/RealtimeConversationItem'
+    RealtimeBetaServerEventConversationItemCreated:
+      type: object
+      description: |
+        Returned when a conversation item is created. There are several scenarios that produce this event:
+          - The server is generating a Response, which if successful will produce
+            either one or two Items, which will be of type `message`
+            (role `assistant`) or type `function_call`.
+          - The input audio buffer has been committed, either by the client or the
+            server (in `server_vad` mode). The server will take the content of the
+            input audio buffer and add it to a new user message Item.
+          - The client has sent a `conversation.item.create` event to add a new Item
+            to the Conversation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.created`.
+          x-stainless-const: true
+          const: conversation.item.created
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the preceding item in the Conversation context, allows the
+                client to understand the order of the conversation. Can be `null` if the
+                item has no predecessor.
+            - type: 'null'
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.created
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1920",
+              "type": "conversation.item.created",
+              "previous_item_id": "msg_002",
+              "item": {
+                  "id": "msg_003",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "user",
+                  "content": []
+              }
+          }
+    RealtimeBetaServerEventConversationItemDeleted:
+      type: object
+      description: |
+        Returned when an item in the conversation is deleted by the client with a
+        `conversation.item.delete` event. This event is used to synchronize the
+        server's understanding of the conversation history with the client's view.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.deleted`.
+          x-stainless-const: true
+          const: conversation.item.deleted
+        item_id:
+          type: string
+          description: The ID of the item that was deleted.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.deleted
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2728",
+              "type": "conversation.item.deleted",
+              "item_id": "msg_005"
+          }
+    RealtimeBetaServerEventConversationItemInputAudioTranscriptionCompleted:
+      type: object
+      description: |
+        This event is the output of audio transcription for user audio written to the
+        user audio buffer. Transcription begins when the input audio buffer is
+        committed by the client or server (in `server_vad` mode). Transcription runs
+        asynchronously with Response creation, so this event may come before or after
+        the Response events.
+
+        Realtime API models accept audio natively, and thus input transcription is a
+        separate process run on a separate ASR (Automatic Speech Recognition) model.
+        The transcript may diverge somewhat from the model's interpretation, and
+        should be treated as a rough guide.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          type: string
+          enum:
+            - conversation.item.input_audio_transcription.completed
+          description: |
+            The event type, must be
+            `conversation.item.input_audio_transcription.completed`.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the user message item containing the audio.
+        content_index:
+          type: integer
+          description: The index of the content part containing the audio.
+        transcript:
+          type: string
+          description: The transcribed text.
+        logprobs:
+          anyOf:
+            - type: array
+              description: The log probabilities of the transcription.
+              items:
+                $ref: '#/components/schemas/LogProbProperties'
+            - type: 'null'
+        usage:
+          type: object
+          description: Usage statistics for the transcription.
+          anyOf:
+            - $ref: '#/components/schemas/TranscriptTextUsageTokens'
+              title: Token Usage
+            - $ref: '#/components/schemas/TranscriptTextUsageDuration'
+              title: Duration Usage
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - transcript
+        - usage
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.completed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2122",
+              "type": "conversation.item.input_audio_transcription.completed",
+              "item_id": "msg_003",
+              "content_index": 0,
+              "transcript": "Hello, how are you?",
+              "usage": {
+                "type": "tokens",
+                "total_tokens": 48,
+                "input_tokens": 38,
+                "input_token_details": {
+                  "text_tokens": 10,
+                  "audio_tokens": 28,
+                },
+                "output_tokens": 10,
+              }
+          }
+    RealtimeBetaServerEventConversationItemInputAudioTranscriptionDelta:
+      type: object
+      description: |
+        Returned when the text value of an input audio transcription content part is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.input_audio_transcription.delta`.
+          x-stainless-const: true
+          const: conversation.item.input_audio_transcription.delta
+        item_id:
+          type: string
+          description: The ID of the item.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The text delta.
+        logprobs:
+          anyOf:
+            - type: array
+              description: The log probabilities of the transcription.
+              items:
+                $ref: '#/components/schemas/LogProbProperties'
+            - type: 'null'
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.delta
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.input_audio_transcription.delta",
+            "event_id": "event_001",
+            "item_id": "item_001",
+            "content_index": 0,
+            "delta": "Hello"
+          }
+    RealtimeBetaServerEventConversationItemInputAudioTranscriptionFailed:
+      type: object
+      description: |
+        Returned when input audio transcription is configured, and a transcription
+        request for a user message failed. These events are separate from other
+        `error` events so that the client can identify the related Item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          type: string
+          enum:
+            - conversation.item.input_audio_transcription.failed
+          description: |
+            The event type, must be
+            `conversation.item.input_audio_transcription.failed`.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the user message item.
+        content_index:
+          type: integer
+          description: The index of the content part containing the audio.
+        error:
+          type: object
+          description: Details of the transcription error.
+          properties:
+            type:
+              type: string
+              description: The type of error.
+            code:
+              type: string
+              description: Error code, if any.
+            message:
+              type: string
+              description: A human-readable error message.
+            param:
+              type: string
+              description: Parameter related to the error, if any.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - error
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2324",
+              "type": "conversation.item.input_audio_transcription.failed",
+              "item_id": "msg_003",
+              "content_index": 0,
+              "error": {
+                  "type": "transcription_error",
+                  "code": "audio_unintelligible",
+                  "message": "The audio could not be transcribed.",
+                  "param": null
+              }
+          }
+    RealtimeBetaServerEventConversationItemInputAudioTranscriptionSegment:
+      type: object
+      description: Returned when an input audio transcription segment is identified for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.input_audio_transcription.segment`.
+          x-stainless-const: true
+          const: conversation.item.input_audio_transcription.segment
+        item_id:
+          type: string
+          description: The ID of the item containing the input audio content.
+        content_index:
+          type: integer
+          description: The index of the input audio content part within the item.
+        text:
+          type: string
+          description: The text for this segment.
+        id:
+          type: string
+          description: The segment identifier.
+        speaker:
+          type: string
+          description: The detected speaker label for this segment.
+        start:
+          type: number
+          format: float
+          description: Start time of the segment in seconds.
+        end:
+          type: number
+          format: float
+          description: End time of the segment in seconds.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - text
+        - id
+        - speaker
+        - start
+        - end
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.segment
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6501",
+              "type": "conversation.item.input_audio_transcription.segment",
+              "item_id": "msg_011",
+              "content_index": 0,
+              "text": "hello",
+              "id": "seg_0001",
+              "speaker": "spk_1",
+              "start": 0.0,
+              "end": 0.4
+          }
+    RealtimeBetaServerEventConversationItemRetrieved:
+      type: object
+      description: |
+        Returned when a conversation item is retrieved with `conversation.item.retrieve`.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.retrieved`.
+          x-stainless-const: true
+          const: conversation.item.retrieved
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.retrieved
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1920",
+              "type": "conversation.item.created",
+              "previous_item_id": "msg_002",
+              "item": {
+                  "id": "msg_003",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "user",
+                  "content": [
+                      {
+                          "type": "input_audio",
+                          "transcript": "hello how are you",
+                          "audio": "base64encodedaudio=="
+                      }
+                  ]
+              }
+          }
+    RealtimeBetaServerEventConversationItemTruncated:
+      type: object
+      description: |
+        Returned when an earlier assistant audio message item is truncated by the
+        client with a `conversation.item.truncate` event. This event is used to
+        synchronize the server's understanding of the audio with the client's playback.
+
+        This action will truncate the audio and remove the server-side text transcript
+        to ensure there is no text in the context that hasn't been heard by the user.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.truncated`.
+          x-stainless-const: true
+          const: conversation.item.truncated
+        item_id:
+          type: string
+          description: The ID of the assistant message item that was truncated.
+        content_index:
+          type: integer
+          description: The index of the content part that was truncated.
+        audio_end_ms:
+          type: integer
+          description: |
+            The duration up to which the audio was truncated, in milliseconds.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - audio_end_ms
+      x-oaiMeta:
+        name: conversation.item.truncated
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2526",
+              "type": "conversation.item.truncated",
+              "item_id": "msg_004",
+              "content_index": 0,
+              "audio_end_ms": 1500
+          }
+    RealtimeBetaServerEventError:
+      type: object
+      description: |
+        Returned when an error occurs, which could be a client problem or a server
+        problem. Most errors are recoverable and the session will stay open, we
+        recommend to implementors to monitor and log error messages by default.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `error`.
+          x-stainless-const: true
+          const: error
+        error:
+          type: object
+          description: Details of the error.
+          required:
+            - type
+            - message
+          properties:
+            type:
+              type: string
+              description: |
+                The type of error (e.g., "invalid_request_error", "server_error").
+            code:
+              anyOf:
+                - type: string
+                  description: Error code, if any.
+                - type: 'null'
+            message:
+              type: string
+              description: A human-readable error message.
+            param:
+              anyOf:
+                - type: string
+                  description: Parameter related to the error, if any.
+                - type: 'null'
+            event_id:
+              anyOf:
+                - type: string
+                  description: |
+                    The event_id of the client event that caused the error, if applicable.
+                - type: 'null'
+      required:
+        - event_id
+        - type
+        - error
+      x-oaiMeta:
+        name: error
+        group: realtime
+        example: |
+          {
+              "event_id": "event_890",
+              "type": "error",
+              "error": {
+                  "type": "invalid_request_error",
+                  "code": "invalid_event",
+                  "message": "The 'type' field is missing.",
+                  "param": null,
+                  "event_id": "event_567"
+              }
+          }
+    RealtimeBetaServerEventInputAudioBufferCleared:
+      type: object
+      description: |
+        Returned when the input audio buffer is cleared by the client with a
+        `input_audio_buffer.clear` event.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.cleared`.
+          x-stainless-const: true
+          const: input_audio_buffer.cleared
+      required:
+        - event_id
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.cleared
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1314",
+              "type": "input_audio_buffer.cleared"
+          }
+    RealtimeBetaServerEventInputAudioBufferCommitted:
+      type: object
+      description: |
+        Returned when an input audio buffer is committed, either by the client or
+        automatically in server VAD mode. The `item_id` property is the ID of the user
+        message item that will be created, thus a `conversation.item.created` event
+        will also be sent to the client.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.committed`.
+          x-stainless-const: true
+          const: input_audio_buffer.committed
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the preceding item after which the new item will be inserted.
+                Can be `null` if the item has no predecessor.
+            - type: 'null'
+        item_id:
+          type: string
+          description: The ID of the user message item that will be created.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.committed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1121",
+              "type": "input_audio_buffer.committed",
+              "previous_item_id": "msg_001",
+              "item_id": "msg_002"
+          }
+    RealtimeBetaServerEventInputAudioBufferSpeechStarted:
+      type: object
+      description: |
+        Sent by the server when in `server_vad` mode to indicate that speech has been
+        detected in the audio buffer. This can happen any time audio is added to the
+        buffer (unless speech is already detected). The client may want to use this
+        event to interrupt audio playback or provide visual feedback to the user.
+
+        The client should expect to receive a `input_audio_buffer.speech_stopped` event
+        when speech stops. The `item_id` property is the ID of the user message item
+        that will be created when speech stops and will also be included in the
+        `input_audio_buffer.speech_stopped` event (unless the client manually commits
+        the audio buffer during VAD activation).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.speech_started`.
+          x-stainless-const: true
+          const: input_audio_buffer.speech_started
+        audio_start_ms:
+          type: integer
+          description: |
+            Milliseconds from the start of all audio written to the buffer during the
+            session when speech was first detected. This will correspond to the
+            beginning of audio sent to the model, and thus includes the
+            `prefix_padding_ms` configured in the Session.
+        item_id:
+          type: string
+          description: |
+            The ID of the user message item that will be created when speech stops.
+      required:
+        - event_id
+        - type
+        - audio_start_ms
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.speech_started
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1516",
+              "type": "input_audio_buffer.speech_started",
+              "audio_start_ms": 1000,
+              "item_id": "msg_003"
+          }
+    RealtimeBetaServerEventInputAudioBufferSpeechStopped:
+      type: object
+      description: |
+        Returned in `server_vad` mode when the server detects the end of speech in
+        the audio buffer. The server will also send an `conversation.item.created`
+        event with the user message item that is created from the audio buffer.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.speech_stopped`.
+          x-stainless-const: true
+          const: input_audio_buffer.speech_stopped
+        audio_end_ms:
+          type: integer
+          description: |
+            Milliseconds since the session started when speech stopped. This will
+            correspond to the end of audio sent to the model, and thus includes the
+            `min_silence_duration_ms` configured in the Session.
+        item_id:
+          type: string
+          description: The ID of the user message item that will be created.
+      required:
+        - event_id
+        - type
+        - audio_end_ms
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.speech_stopped
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1718",
+              "type": "input_audio_buffer.speech_stopped",
+              "audio_end_ms": 2000,
+              "item_id": "msg_003"
+          }
+    RealtimeBetaServerEventMCPListToolsCompleted:
+      type: object
+      description: Returned when listing MCP tools has completed for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.completed`.
+          x-stainless-const: true
+          const: mcp_list_tools.completed
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.completed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6102",
+              "type": "mcp_list_tools.completed",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeBetaServerEventMCPListToolsFailed:
+      type: object
+      description: Returned when listing MCP tools has failed for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.failed`.
+          x-stainless-const: true
+          const: mcp_list_tools.failed
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6103",
+              "type": "mcp_list_tools.failed",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeBetaServerEventMCPListToolsInProgress:
+      type: object
+      description: Returned when listing MCP tools is in progress for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.in_progress`.
+          x-stainless-const: true
+          const: mcp_list_tools.in_progress
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.in_progress
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6101",
+              "type": "mcp_list_tools.in_progress",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeBetaServerEventRateLimitsUpdated:
+      type: object
+      description: |
+        Emitted at the beginning of a Response to indicate the updated rate limits.
+        When a Response is created some tokens will be "reserved" for the output
+        tokens, the rate limits shown here reflect that reservation, which is then
+        adjusted accordingly once the Response is completed.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `rate_limits.updated`.
+          x-stainless-const: true
+          const: rate_limits.updated
+        rate_limits:
+          type: array
+          description: List of rate limit information.
+          items:
+            type: object
+            properties:
+              name:
+                type: string
+                enum:
+                  - requests
+                  - tokens
+                description: |
+                  The name of the rate limit (`requests`, `tokens`).
+              limit:
+                type: integer
+                description: The maximum allowed value for the rate limit.
+              remaining:
+                type: integer
+                description: The remaining value before the limit is reached.
+              reset_seconds:
+                type: number
+                description: Seconds until the rate limit resets.
+      required:
+        - event_id
+        - type
+        - rate_limits
+      x-oaiMeta:
+        name: rate_limits.updated
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5758",
+              "type": "rate_limits.updated",
+              "rate_limits": [
+                  {
+                      "name": "requests",
+                      "limit": 1000,
+                      "remaining": 999,
+                      "reset_seconds": 60
+                  },
+                  {
+                      "name": "tokens",
+                      "limit": 50000,
+                      "remaining": 49950,
+                      "reset_seconds": 60
+                  }
+              ]
+          }
+    RealtimeBetaServerEventResponseAudioDelta:
+      type: object
+      description: Returned when the model-generated audio is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio.delta`.
+          x-stainless-const: true
+          const: response.output_audio.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: Base64-encoded audio data delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_audio.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4950",
+              "type": "response.output_audio.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Base64EncodedAudioDelta"
+          }
+    RealtimeBetaServerEventResponseAudioDone:
+      type: object
+      description: |
+        Returned when the model-generated audio is done. Also emitted when a Response
+        is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio.done`.
+          x-stainless-const: true
+          const: response.output_audio.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+      x-oaiMeta:
+        name: response.output_audio.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5152",
+              "type": "response.output_audio.done",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0
+          }
+    RealtimeBetaServerEventResponseAudioTranscriptDelta:
+      type: object
+      description: |
+        Returned when the model-generated transcription of audio output is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio_transcript.delta`.
+          x-stainless-const: true
+          const: response.output_audio_transcript.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The transcript delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_audio_transcript.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4546",
+              "type": "response.output_audio_transcript.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Hello, how can I a"
+          }
+    RealtimeBetaServerEventResponseAudioTranscriptDone:
+      type: object
+      description: |
+        Returned when the model-generated transcription of audio output is done
+        streaming. Also emitted when a Response is interrupted, incomplete, or
+        cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio_transcript.done`.
+          x-stainless-const: true
+          const: response.output_audio_transcript.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        transcript:
+          type: string
+          description: The final transcript of the audio.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - transcript
+      x-oaiMeta:
+        name: response.output_audio_transcript.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4748",
+              "type": "response.output_audio_transcript.done",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "transcript": "Hello, how can I assist you today?"
+          }
+    RealtimeBetaServerEventResponseContentPartAdded:
+      type: object
+      description: |
+        Returned when a new content part is added to an assistant message item during
+        response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.content_part.added`.
+          x-stainless-const: true
+          const: response.content_part.added
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item to which the content part was added.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        part:
+          type: object
+          description: The content part that was added.
+          properties:
+            type:
+              type: string
+              enum:
+                - text
+                - audio
+              description: The content type ("text", "audio").
+            text:
+              type: string
+              description: The text content (if type is "text").
+            audio:
+              type: string
+              description: Base64-encoded audio data (if type is "audio").
+            transcript:
+              type: string
+              description: The transcript of the audio (if type is "audio").
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - part
+      x-oaiMeta:
+        name: response.content_part.added
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3738",
+              "type": "response.content_part.added",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "part": {
+                  "type": "text",
+                  "text": ""
+              }
+          }
+    RealtimeBetaServerEventResponseContentPartDone:
+      type: object
+      description: |
+        Returned when a content part is done streaming in an assistant message item.
+        Also emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.content_part.done`.
+          x-stainless-const: true
+          const: response.content_part.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        part:
+          type: object
+          description: The content part that is done.
+          properties:
+            type:
+              type: string
+              enum:
+                - text
+                - audio
+              description: The content type ("text", "audio").
+            text:
+              type: string
+              description: The text content (if type is "text").
+            audio:
+              type: string
+              description: Base64-encoded audio data (if type is "audio").
+            transcript:
+              type: string
+              description: The transcript of the audio (if type is "audio").
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - part
+      x-oaiMeta:
+        name: response.content_part.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3940",
+              "type": "response.content_part.done",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "part": {
+                  "type": "text",
+                  "text": "Sure, I can help with that."
+              }
+          }
+    RealtimeBetaServerEventResponseCreated:
+      type: object
+      description: |
+        Returned when a new Response is created. The first event of response creation,
+        where the response is in an initial state of `in_progress`.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.created`.
+          x-stainless-const: true
+          const: response.created
+        response:
+          $ref: '#/components/schemas/RealtimeBetaResponse'
+      required:
+        - event_id
+        - type
+        - response
+      x-oaiMeta:
+        name: response.created
+        group: realtime
+        example: |
+          {
+            "type": "response.created",
+            "event_id": "event_C9G8pqbTEddBSIxbBN6Os",
+            "response": {
+              "object": "realtime.response",
+              "id": "resp_C9G8p7IH2WxLbkgPNouYL",
+              "status": "in_progress",
+              "status_details": null,
+              "output": [],
+              "conversation_id": "conv_C9G8mmBkLhQJwCon3hoJN",
+              "output_modalities": [
+                "audio"
+              ],
+              "max_output_tokens": "inf",
+              "audio": {
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "marin"
+                }
+              },
+              "usage": null,
+              "metadata": null
+            },
+            "timestamp": "2:30:35 PM"
+          }
+    RealtimeBetaServerEventResponseDone:
+      type: object
+      description: |
+        Returned when a Response is done streaming. Always emitted, no matter the
+        final state. The Response object included in the `response.done` event will
+        include all output Items in the Response but will omit the raw audio data.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.done`.
+          x-stainless-const: true
+          const: response.done
+        response:
+          $ref: '#/components/schemas/RealtimeBetaResponse'
+      required:
+        - event_id
+        - type
+        - response
+      x-oaiMeta:
+        name: response.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3132",
+              "type": "response.done",
+              "response": {
+                  "id": "resp_001",
+                  "object": "realtime.response",
+                  "status": "completed",
+                  "status_details": null,
+                  "output": [
+                      {
+                          "id": "msg_006",
+                          "object": "realtime.item",
+                          "type": "message",
+                          "status": "completed",
+                          "role": "assistant",
+                          "content": [
+                              {
+                                  "type": "text",
+                                  "text": "Sure, how can I assist you today?"
+                              }
+                          ]
+                      }
+                  ],
+                  "usage": {
+                      "total_tokens":275,
+                      "input_tokens":127,
+                      "output_tokens":148,
+                      "input_token_details": {
+                          "cached_tokens":384,
+                          "text_tokens":119,
+                          "audio_tokens":8,
+                          "cached_tokens_details": {
+                              "text_tokens": 128,
+                              "audio_tokens": 256
+                          }
+                      },
+                      "output_token_details": {
+                        "text_tokens":36,
+                        "audio_tokens":112
+                      }
+                  }
+              }
+          }
+    RealtimeBetaServerEventResponseFunctionCallArgumentsDelta:
+      type: object
+      description: |
+        Returned when the model-generated function call arguments are updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: |
+            The event type, must be `response.function_call_arguments.delta`.
+          x-stainless-const: true
+          const: response.function_call_arguments.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the function call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        call_id:
+          type: string
+          description: The ID of the function call.
+        delta:
+          type: string
+          description: The arguments delta as a JSON string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - call_id
+        - delta
+      x-oaiMeta:
+        name: response.function_call_arguments.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5354",
+              "type": "response.function_call_arguments.delta",
+              "response_id": "resp_002",
+              "item_id": "fc_001",
+              "output_index": 0,
+              "call_id": "call_001",
+              "delta": "{\"location\": \"San\""
+          }
+    RealtimeBetaServerEventResponseFunctionCallArgumentsDone:
+      type: object
+      description: |
+        Returned when the model-generated function call arguments are done streaming.
+        Also emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: |
+            The event type, must be `response.function_call_arguments.done`.
+          x-stainless-const: true
+          const: response.function_call_arguments.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the function call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        call_id:
+          type: string
+          description: The ID of the function call.
+        arguments:
+          type: string
+          description: The final arguments as a JSON string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - call_id
+        - arguments
+      x-oaiMeta:
+        name: response.function_call_arguments.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5556",
+              "type": "response.function_call_arguments.done",
+              "response_id": "resp_002",
+              "item_id": "fc_001",
+              "output_index": 0,
+              "call_id": "call_001",
+              "arguments": "{\"location\": \"San Francisco\"}"
+          }
+    RealtimeBetaServerEventResponseMCPCallArgumentsDelta:
+      type: object
+      description: Returned when MCP tool call arguments are updated during response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call_arguments.delta`.
+          x-stainless-const: true
+          const: response.mcp_call_arguments.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        delta:
+          type: string
+          description: The JSON-encoded arguments delta.
+        obfuscation:
+          anyOf:
+            - type: string
+              description: If present, indicates the delta text was obfuscated.
+            - type: 'null'
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - delta
+      x-oaiMeta:
+        name: response.mcp_call_arguments.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6201",
+              "type": "response.mcp_call_arguments.delta",
+              "response_id": "resp_001",
+              "item_id": "mcp_call_001",
+              "output_index": 0,
+              "delta": "{\"partial\":true}"
+          }
+    RealtimeBetaServerEventResponseMCPCallArgumentsDone:
+      type: object
+      description: Returned when MCP tool call arguments are finalized during response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call_arguments.done`.
+          x-stainless-const: true
+          const: response.mcp_call_arguments.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        arguments:
+          type: string
+          description: The final JSON-encoded arguments string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - arguments
+      x-oaiMeta:
+        name: response.mcp_call_arguments.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6202",
+              "type": "response.mcp_call_arguments.done",
+              "response_id": "resp_001",
+              "item_id": "mcp_call_001",
+              "output_index": 0,
+              "arguments": "{\"q\":\"docs\"}"
+          }
+    RealtimeBetaServerEventResponseMCPCallCompleted:
+      type: object
+      description: Returned when an MCP tool call has completed successfully.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.completed`.
+          x-stainless-const: true
+          const: response.mcp_call.completed
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.completed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6302",
+              "type": "response.mcp_call.completed",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeBetaServerEventResponseMCPCallFailed:
+      type: object
+      description: Returned when an MCP tool call has failed.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.failed`.
+          x-stainless-const: true
+          const: response.mcp_call.failed
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6303",
+              "type": "response.mcp_call.failed",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeBetaServerEventResponseMCPCallInProgress:
+      type: object
+      description: Returned when an MCP tool call has started and is in progress.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.in_progress`.
+          x-stainless-const: true
+          const: response.mcp_call.in_progress
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.in_progress
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6301",
+              "type": "response.mcp_call.in_progress",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeBetaServerEventResponseOutputItemAdded:
+      type: object
+      description: Returned when a new Item is created during Response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_item.added`.
+          x-stainless-const: true
+          const: response.output_item.added
+        response_id:
+          type: string
+          description: The ID of the Response to which the item belongs.
+        output_index:
+          type: integer
+          description: The index of the output item in the Response.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - response_id
+        - output_index
+        - item
+      x-oaiMeta:
+        name: response.output_item.added
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3334",
+              "type": "response.output_item.added",
+              "response_id": "resp_001",
+              "output_index": 0,
+              "item": {
+                  "id": "msg_007",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "in_progress",
+                  "role": "assistant",
+                  "content": []
+              }
+          }
+    RealtimeBetaServerEventResponseOutputItemDone:
+      type: object
+      description: |
+        Returned when an Item is done streaming. Also emitted when a Response is
+        interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_item.done`.
+          x-stainless-const: true
+          const: response.output_item.done
+        response_id:
+          type: string
+          description: The ID of the Response to which the item belongs.
+        output_index:
+          type: integer
+          description: The index of the output item in the Response.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - response_id
+        - output_index
+        - item
+      x-oaiMeta:
+        name: response.output_item.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3536",
+              "type": "response.output_item.done",
+              "response_id": "resp_001",
+              "output_index": 0,
+              "item": {
+                  "id": "msg_007",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "assistant",
+                  "content": [
+                      {
+                          "type": "text",
+                          "text": "Sure, I can help with that."
+                      }
+                  ]
+              }
+          }
+    RealtimeBetaServerEventResponseTextDelta:
+      type: object
+      description: Returned when the text value of an "output_text" content part is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_text.delta`.
+          x-stainless-const: true
+          const: response.output_text.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The text delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_text.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4142",
+              "type": "response.output_text.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Sure, I can h"
+          }
+    RealtimeBetaServerEventResponseTextDone:
+      type: object
+      description: |
+        Returned when the text value of an "output_text" content part is done streaming. Also
+        emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_text.done`.
+          x-stainless-const: true
+          const: response.output_text.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        text:
+          type: string
+          description: The final text content.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - text
+      x-oaiMeta:
+        name: response.output_text.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4344",
+              "type": "response.output_text.done",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "text": "Sure, I can help with that."
+          }
+    RealtimeBetaServerEventSessionCreated:
+      type: object
+      description: |
+        Returned when a Session is created. Emitted automatically when a new
+        connection is established as the first server event. This event will contain
+        the default Session configuration.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `session.created`.
+          x-stainless-const: true
+          const: session.created
+        session:
+          $ref: '#/components/schemas/RealtimeSession'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: session.created
+        group: realtime
+        example: |
+          {
+            "type": "session.created",
+            "event_id": "event_C9G5RJeJ2gF77mV7f2B1j",
+            "session": {
+              "type": "realtime",
+              "object": "realtime.session",
+              "id": "sess_C9G5QPteg4UIbotdKLoYQ",
+              "model": "gpt-realtime-2025-08-25",
+              "output_modalities": [
+                "audio"
+              ],
+              "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.",
+              "tools": [],
+              "tool_choice": "auto",
+              "max_output_tokens": "inf",
+              "tracing": null,
+              "prompt": null,
+              "expires_at": 1756324625,
+              "audio": {
+                "input": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "transcription": null,
+                  "noise_reduction": null,
+                  "turn_detection": {
+                    "type": "server_vad",
+                    "threshold": 0.5,
+                    "prefix_padding_ms": 300,
+                    "silence_duration_ms": 200,
+                    "idle_timeout_ms": null,
+                    "create_response": true,
+                    "interrupt_response": true
+                  }
+                },
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "marin",
+                  "speed": 1
+                }
+              },
+              "include": null
+            },
+            "timestamp": "2:27:05 PM"
+          }
+    RealtimeBetaServerEventSessionUpdated:
+      type: object
+      description: |
+        Returned when a session is updated with a `session.update` event, unless
+        there is an error.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `session.updated`.
+          x-stainless-const: true
+          const: session.updated
+        session:
+          $ref: '#/components/schemas/RealtimeSession'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: session.updated
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5678",
+              "type": "session.updated",
+              "session": {
+                  "id": "sess_001",
+                  "object": "realtime.session",
+                  "model": "gpt-realtime",
+                  "modalities": ["text"],
+                  "instructions": "New instructions",
+                  "voice": "sage",
+                  "input_audio_format": "pcm16",
+                  "output_audio_format": "pcm16",
+                  "input_audio_transcription": {
+                      "model": "whisper-1"
+                  },
+                  "turn_detection": null,
+                  "tools": [],
+                  "tool_choice": "none",
+                  "temperature": 0.7,
+                  "max_response_output_tokens": 200,
+                  "speed": 1.1,
+                  "tracing": "auto"
+              }
+          }
+    RealtimeBetaServerEventTranscriptionSessionCreated:
+      type: object
+      description: |
+        Returned when a transcription session is created.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `transcription_session.created`.
+          x-stainless-const: true
+          const: transcription_session.created
+        session:
+          $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateResponse'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: transcription_session.created
+        group: realtime
+        example: |
+          {
+            "event_id": "event_5566",
+            "type": "transcription_session.created",
+            "session": {
+              "id": "sess_001",
+              "object": "realtime.transcription_session",
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "prompt": "",
+                "language": ""
+              },
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 500
+              },
+              "input_audio_noise_reduction": {
+                "type": "near_field"
+              },
+              "include": []
+            }
+          }
+    RealtimeBetaServerEventTranscriptionSessionUpdated:
+      type: object
+      description: |
+        Returned when a transcription session is updated with a `transcription_session.update` event, unless
+        there is an error.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `transcription_session.updated`.
+          x-stainless-const: true
+          const: transcription_session.updated
+        session:
+          $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateResponse'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: transcription_session.updated
+        group: realtime
+        example: |
+          {
+            "event_id": "event_5678",
+            "type": "transcription_session.updated",
+            "session": {
+              "id": "sess_001",
+              "object": "realtime.transcription_session",
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "prompt": "",
+                "language": ""
+              },
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 500,
+                "create_response": true,
+                // "interrupt_response": false  -- this will NOT be returned
+              },
+              "input_audio_noise_reduction": {
+                "type": "near_field"
+              },
+              "include": [
+                "item.input_audio_transcription.avg_logprob",
+              ],
+            }
+          }
+    RealtimeCallCreateRequest:
+      title: Realtime call creation request
+      type: object
+      description: |-
+        Parameters required to initiate a realtime call and receive the SDP answer
+        needed to complete a WebRTC peer connection. Provide an SDP offer generated
+        by your client and optionally configure the session that will answer the call.
+      required:
+        - sdp
+      properties:
+        sdp:
+          type: string
+          description: WebRTC Session Description Protocol (SDP) offer generated by the caller.
+        session:
+          title: Session configuration
+          allOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+          description: >-
+            Optional session configuration to apply before the realtime session is
+
+            created. Use the same parameters you would send in a [`create client
+            secret`](https://platform.openai.com/docs/api-reference/realtime-sessions/create-realtime-client-secret)
+
+            request.
+      additionalProperties: false
+    RealtimeCallReferRequest:
+      title: Realtime call refer request
+      type: object
+      description: |-
+        Parameters required to transfer a SIP call to a new destination using the
+        Realtime API.
+      required:
+        - target_uri
+      properties:
+        target_uri:
+          type: string
+          description: |-
+            URI that should appear in the SIP Refer-To header. Supports values like
+            `tel:+14155550123` or `sip:agent@example.com`.
+          example: tel:+14155550123
+      additionalProperties: false
+    RealtimeCallRejectRequest:
+      title: Realtime call reject request
+      type: object
+      description: Parameters used to decline an incoming SIP call handled by the Realtime API.
+      properties:
+        status_code:
+          type: integer
+          description: |-
+            SIP response code to send back to the caller. Defaults to `603` (Decline)
+            when omitted.
+          example: 486
+      additionalProperties: false
+    RealtimeClientEvent:
+      discriminator:
+        propertyName: type
+      description: |
+        A realtime client event.
+      anyOf:
+        - $ref: '#/components/schemas/RealtimeClientEventConversationItemCreate'
+        - $ref: '#/components/schemas/RealtimeClientEventConversationItemDelete'
+        - $ref: '#/components/schemas/RealtimeClientEventConversationItemRetrieve'
+        - $ref: '#/components/schemas/RealtimeClientEventConversationItemTruncate'
+        - $ref: '#/components/schemas/RealtimeClientEventInputAudioBufferAppend'
+        - $ref: '#/components/schemas/RealtimeClientEventInputAudioBufferClear'
+        - $ref: '#/components/schemas/RealtimeClientEventOutputAudioBufferClear'
+        - $ref: '#/components/schemas/RealtimeClientEventInputAudioBufferCommit'
+        - $ref: '#/components/schemas/RealtimeClientEventResponseCancel'
+        - $ref: '#/components/schemas/RealtimeClientEventResponseCreate'
+        - $ref: '#/components/schemas/RealtimeClientEventSessionUpdate'
+    RealtimeClientEventConversationItemCreate:
+      type: object
+      description: |
+        Add a new Item to the Conversation's context, including messages, function
+        calls, and function call responses. This event can be used both to populate a
+        "history" of the conversation and to add new items mid-stream, but has the
+        current limitation that it cannot populate assistant audio messages.
+
+        If successful, the server will respond with a `conversation.item.created`
+        event, otherwise an `error` event will be sent.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.create`.
+          x-stainless-const: true
+          const: conversation.item.create
+        previous_item_id:
+          type: string
+          description: |
+            The ID of the preceding item after which the new item will be inserted.
+            If not set, the new item will be appended to the end of the conversation.
+            If set to `root`, the new item will be added to the beginning of the conversation.
+            If set to an existing ID, it allows an item to be inserted mid-conversation. If the
+            ID cannot be found, an error will be returned and the item will not be added.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.create
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.create",
+            "item": {
+              "type": "message",
+              "role": "user",
+              "content": [
+                {
+                  "type": "input_text",
+                  "text": "hi"
+                }
+              ]
+            },
+            "event_id": "b904fba0-0ec4-40af-8bbb-f908a9b26793",
+          }
+    RealtimeClientEventConversationItemDelete:
+      type: object
+      description: |
+        Send this event when you want to remove any item from the conversation
+        history. The server will respond with a `conversation.item.deleted` event,
+        unless the item does not exist in the conversation history, in which case the
+        server will respond with an error.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.delete`.
+          x-stainless-const: true
+          const: conversation.item.delete
+        item_id:
+          type: string
+          description: The ID of the item to delete.
+      required:
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.delete
+        group: realtime
+        example: |
+          {
+              "event_id": "event_901",
+              "type": "conversation.item.delete",
+              "item_id": "item_003"
+          }
+    RealtimeClientEventConversationItemRetrieve:
+      type: object
+      description: >
+        Send this event when you want to retrieve the server's representation of a specific item in the
+        conversation history. This is useful, for example, to inspect user audio after noise cancellation and
+        VAD.
+
+        The server will respond with a `conversation.item.retrieved` event,
+
+        unless the item does not exist in the conversation history, in which case the
+
+        server will respond with an error.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.retrieve`.
+          x-stainless-const: true
+          const: conversation.item.retrieve
+        item_id:
+          type: string
+          description: The ID of the item to retrieve.
+      required:
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.retrieve
+        group: realtime
+        example: |
+          {
+              "event_id": "event_901",
+              "type": "conversation.item.retrieve",
+              "item_id": "item_003"
+          }
+    RealtimeClientEventConversationItemTruncate:
+      type: object
+      description: |
+        Send this event to truncate a previous assistant message’s audio. The server
+        will produce audio faster than realtime, so this event is useful when the user
+        interrupts to truncate audio that has already been sent to the client but not
+        yet played. This will synchronize the server's understanding of the audio with
+        the client's playback.
+
+        Truncating audio will delete the server-side text transcript to ensure there
+        is not text in the context that hasn't been heard by the user.
+
+        If successful, the server will respond with a `conversation.item.truncated`
+        event.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `conversation.item.truncate`.
+          x-stainless-const: true
+          const: conversation.item.truncate
+        item_id:
+          type: string
+          description: |
+            The ID of the assistant message item to truncate. Only assistant message
+            items can be truncated.
+        content_index:
+          type: integer
+          description: The index of the content part to truncate. Set this to `0`.
+        audio_end_ms:
+          type: integer
+          description: |
+            Inclusive duration up to which audio is truncated, in milliseconds. If
+            the audio_end_ms is greater than the actual audio duration, the server
+            will respond with an error.
+      required:
+        - type
+        - item_id
+        - content_index
+        - audio_end_ms
+      x-oaiMeta:
+        name: conversation.item.truncate
+        group: realtime
+        example: |
+          {
+              "event_id": "event_678",
+              "type": "conversation.item.truncate",
+              "item_id": "item_002",
+              "content_index": 0,
+              "audio_end_ms": 1500
+          }
+    RealtimeClientEventInputAudioBufferAppend:
+      type: object
+      description: |
+        Send this event to append audio bytes to the input audio buffer. The audio
+        buffer is temporary storage you can write to and later commit. A "commit" will create a new
+        user message item in the conversation history from the buffer content and clear the buffer.
+        Input audio transcription (if enabled) will be generated when the buffer is committed.
+
+        If VAD is enabled the audio buffer is used to detect speech and the server will decide
+        when to commit. When Server VAD is disabled, you must commit the audio buffer
+        manually. Input audio noise reduction operates on writes to the audio buffer.
+
+        The client may choose how much audio to place in each event up to a maximum
+        of 15 MiB, for example streaming smaller chunks from the client may allow the
+        VAD to be more responsive. Unlike most other client events, the server will
+        not send a confirmation response to this event.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.append`.
+          x-stainless-const: true
+          const: input_audio_buffer.append
+        audio:
+          type: string
+          description: |
+            Base64-encoded audio bytes. This must be in the format specified by the
+            `input_audio_format` field in the session configuration.
+      required:
+        - type
+        - audio
+      x-oaiMeta:
+        name: input_audio_buffer.append
+        group: realtime
+        example: |
+          {
+              "event_id": "event_456",
+              "type": "input_audio_buffer.append",
+              "audio": "Base64EncodedAudioData"
+          }
+    RealtimeClientEventInputAudioBufferClear:
+      type: object
+      description: |
+        Send this event to clear the audio bytes in the buffer. The server will
+        respond with an `input_audio_buffer.cleared` event.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.clear`.
+          x-stainless-const: true
+          const: input_audio_buffer.clear
+      required:
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.clear
+        group: realtime
+        example: |
+          {
+              "event_id": "event_012",
+              "type": "input_audio_buffer.clear"
+          }
+    RealtimeClientEventInputAudioBufferCommit:
+      type: object
+      description: >
+        Send this event to commit the user input audio buffer, which will create a  new user message item in
+        the conversation. This event will produce an error  if the input audio buffer is empty. When in Server
+        VAD mode, the client does  not need to send this event, the server will commit the audio buffer
+        automatically.
+
+
+        Committing the input audio buffer will trigger input audio transcription  (if enabled in session
+        configuration), but it will not create a response  from the model. The server will respond with an
+        `input_audio_buffer.committed` event.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `input_audio_buffer.commit`.
+          x-stainless-const: true
+          const: input_audio_buffer.commit
+      required:
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.commit
+        group: realtime
+        example: |
+          {
+              "event_id": "event_789",
+              "type": "input_audio_buffer.commit"
+          }
+    RealtimeClientEventOutputAudioBufferClear:
+      type: object
+      description: >
+        **WebRTC Only:** Emit to cut off the current audio response. This will trigger the server to
+
+        stop generating audio and emit a `output_audio_buffer.cleared` event. This
+
+        event should be preceded by a `response.cancel` client event to stop the
+
+        generation of the current response.
+
+        [Learn
+        more](https://platform.openai.com/docs/guides/realtime-conversations#client-and-server-events-for-audio-in-webrtc).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the client event used for error handling.
+        type:
+          description: The event type, must be `output_audio_buffer.clear`.
+          x-stainless-const: true
+          const: output_audio_buffer.clear
+      required:
+        - type
+      x-oaiMeta:
+        name: output_audio_buffer.clear
+        group: realtime
+        example: |
+          {
+              "event_id": "optional_client_event_id",
+              "type": "output_audio_buffer.clear"
+          }
+    RealtimeClientEventResponseCancel:
+      type: object
+      description: |
+        Send this event to cancel an in-progress response. The server will respond
+        with a `response.done` event with a status of `response.status=cancelled`. If
+        there is no response to cancel, the server will respond with an error. It's safe
+        to call `response.cancel` even if no response is in progress, an error will be
+        returned the session will remain unaffected.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `response.cancel`.
+          x-stainless-const: true
+          const: response.cancel
+        response_id:
+          type: string
+          description: |
+            A specific response ID to cancel - if not provided, will cancel an
+            in-progress response in the default conversation.
+      required:
+        - type
+      x-oaiMeta:
+        name: response.cancel
+        group: realtime
+        example: |
+          {
+              "type": "response.cancel"
+              "response_id": "resp_12345",
+          }
+    RealtimeClientEventResponseCreate:
+      type: object
+      description: |
+        This event instructs the server to create a Response, which means triggering
+        model inference. When in Server VAD mode, the server will create Responses
+        automatically.
+
+        A Response will include at least one Item, and may have two, in which case
+        the second will be a function call. These Items will be appended to the
+        conversation history by default.
+
+        The server will respond with a `response.created` event, events for Items
+        and content created, and finally a `response.done` event to indicate the
+        Response is complete.
+
+        The `response.create` event includes inference configuration like
+        `instructions` and `tools`. If these are set, they will override the Session's
+        configuration for this Response only.
+
+        Responses can be created out-of-band of the default Conversation, meaning that they can
+        have arbitrary input, and it's possible to disable writing the output to the Conversation.
+        Only one Response can write to the default Conversation at a time, but otherwise multiple
+        Responses can be created in parallel. The `metadata` field is a good way to disambiguate
+        multiple simultaneous Responses.
+
+        Clients can set `conversation` to `none` to create a Response that does not write to the default
+        Conversation. Arbitrary input can be provided with the `input` field, which is an array accepting
+        raw Items and references to existing Items.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `response.create`.
+          x-stainless-const: true
+          const: response.create
+        response:
+          $ref: '#/components/schemas/RealtimeResponseCreateParams'
+      required:
+        - type
+      x-oaiMeta:
+        name: response.create
+        group: realtime
+        example: |
+          // Trigger a response with the default Conversation and no special parameters
+          {
+            "type": "response.create",
+          }
+
+          // Trigger an out-of-band response that does not write to the default Conversation
+          {
+            "type": "response.create",
+            "response": {
+              "instructions": "Provide a concise answer.",
+              "tools": [], // clear any session tools
+              "conversation": "none",
+              "output_modalities": ["text"],
+              "metadata": {
+                "response_purpose": "summarization"
+              },
+              "input": [
+                {
+                  "type": "item_reference",
+                  "id": "item_12345",
+                },
+                {
+                  "type": "message",
+                  "role": "user",
+                  "content": [
+                    {
+                      "type": "input_text",
+                      "text": "Summarize the above message in one sentence."
+                    }
+                  ]
+                }
+              ],
+            }
+          }
+    RealtimeClientEventSessionUpdate:
+      type: object
+      description: >
+        Send this event to update the session’s configuration.
+
+        The client may send this event at any time to update any field
+
+        except for `voice` and `model`. `voice` can be updated only if there have been no other audio outputs
+        yet.
+
+
+        When the server receives a `session.update`, it will respond
+
+        with a `session.updated` event showing the full, effective configuration.
+
+        Only the fields that are present in the `session.update` are updated. To clear a field like
+
+        `instructions`, pass an empty string. To clear a field like `tools`, pass an empty array.
+
+        To clear a field like `turn_detection`, pass `null`.
+      properties:
+        event_id:
+          type: string
+          maxLength: 512
+          description: >-
+            Optional client-generated ID used to identify this event. This is an arbitrary string that a
+            client may assign. It will be passed back if there is an error with the event, but the
+            corresponding `session.updated` event will not include it.
+        type:
+          description: The event type, must be `session.update`.
+          x-stainless-const: true
+          const: session.update
+        session:
+          type: object
+          description: |
+            Update the Realtime session. Choose either a realtime
+            session or a transcription session.
+          anyOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+            - $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequestGA'
+      required:
+        - type
+        - session
+      x-oaiMeta:
+        name: session.update
+        group: realtime
+        example: |
+          {
+            "type": "session.update",
+            "session": {
+              "type": "realtime",
+              "instructions": "You are a creative assistant that helps with design tasks.",
+              "tools": [
+                {
+                  "type": "function",
+                  "name": "display_color_palette",
+                  "description": "Call this function when a user asks for a color palette.",
+                  "parameters": {
+                    "type": "object",
+                    "strict": true,
+                    "properties": {
+                      "theme": {
+                        "type": "string",
+                        "description": "Description of the theme for the color scheme."
+                      },
+                      "colors": {
+                        "type": "array",
+                        "description": "Array of five hex color codes based on the theme.",
+                        "items": {
+                          "type": "string",
+                          "description": "Hex color code"
+                        }
+                      }
+                    },
+                    "required": [
+                      "theme",
+                      "colors"
+                    ]
+                  }
+                }
+              ],
+              "tool_choice": "auto"
+            },
+            "event_id": "5fc543c4-f59c-420f-8fb9-68c45d1546a7",
+          }
+    RealtimeClientEventTranscriptionSessionUpdate:
+      type: object
+      description: |
+        Send this event to update a transcription session.
+      properties:
+        event_id:
+          type: string
+          description: Optional client-generated ID used to identify this event.
+        type:
+          description: The event type, must be `transcription_session.update`.
+          x-stainless-const: true
+          const: transcription_session.update
+        session:
+          $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequest'
+      required:
+        - type
+        - session
+      x-oaiMeta:
+        name: transcription_session.update
+        group: realtime
+        example: |
+          {
+            "type": "transcription_session.update",
+            "session": {
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "prompt": "",
+                "language": ""
+              },
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 500,
+                "create_response": true,
+              },
+              "input_audio_noise_reduction": {
+                "type": "near_field"
+              },
+              "include": [
+                "item.input_audio_transcription.logprobs",
+              ]
+            }
+          }
+    RealtimeConversationItem:
+      description: A single item within a Realtime conversation.
+      anyOf:
+        - $ref: '#/components/schemas/RealtimeConversationItemMessageSystem'
+        - $ref: '#/components/schemas/RealtimeConversationItemMessageUser'
+        - $ref: '#/components/schemas/RealtimeConversationItemMessageAssistant'
+        - $ref: '#/components/schemas/RealtimeConversationItemFunctionCall'
+        - $ref: '#/components/schemas/RealtimeConversationItemFunctionCallOutput'
+        - $ref: '#/components/schemas/RealtimeMCPApprovalResponse'
+        - $ref: '#/components/schemas/RealtimeMCPListTools'
+        - $ref: '#/components/schemas/RealtimeMCPToolCall'
+        - $ref: '#/components/schemas/RealtimeMCPApprovalRequest'
+      discriminator:
+        propertyName: type
+    RealtimeConversationItemFunctionCall:
+      type: object
+      title: Realtime function call item
+      description: A function call item in a Realtime conversation.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the item. This may be provided by the client or generated by the server.
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: >-
+            Identifier for the API object being returned - always `realtime.item`. Optional when creating a
+            new item.
+          x-stainless-const: true
+        type:
+          type: string
+          enum:
+            - function_call
+          description: The type of the item. Always `function_call`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: The status of the item. Has no effect on the conversation.
+        call_id:
+          type: string
+          description: The ID of the function call.
+        name:
+          type: string
+          description: The name of the function being called.
+        arguments:
+          type: string
+          description: >-
+            The arguments of the function call. This is a JSON-encoded string representing the arguments
+            passed to the function, for example `{"arg1": "value1", "arg2": 42}`.
+      required:
+        - type
+        - name
+        - arguments
+    RealtimeConversationItemFunctionCallOutput:
+      type: object
+      title: Realtime function call output item
+      description: A function call output item in a Realtime conversation.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the item. This may be provided by the client or generated by the server.
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: >-
+            Identifier for the API object being returned - always `realtime.item`. Optional when creating a
+            new item.
+          x-stainless-const: true
+        type:
+          type: string
+          enum:
+            - function_call_output
+          description: The type of the item. Always `function_call_output`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: The status of the item. Has no effect on the conversation.
+        call_id:
+          type: string
+          description: The ID of the function call this output is for.
+        output:
+          type: string
+          description: >-
+            The output of the function call, this is free text and can contain any information or simply be
+            empty.
+      required:
+        - type
+        - call_id
+        - output
+    RealtimeConversationItemMessageAssistant:
+      type: object
+      title: Realtime assistant message item
+      description: An assistant message item in a Realtime conversation.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the item. This may be provided by the client or generated by the server.
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: >-
+            Identifier for the API object being returned - always `realtime.item`. Optional when creating a
+            new item.
+          x-stainless-const: true
+        type:
+          type: string
+          enum:
+            - message
+          description: The type of the item. Always `message`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: The status of the item. Has no effect on the conversation.
+        role:
+          type: string
+          enum:
+            - assistant
+          description: The role of the message sender. Always `assistant`.
+          x-stainless-const: true
+        content:
+          type: array
+          description: The content of the message.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - output_text
+                  - output_audio
+                description: >-
+                  The content type, `output_text` or `output_audio` depending on the session
+                  `output_modalities` configuration.
+              text:
+                type: string
+                description: The text content.
+              audio:
+                type: string
+                description: >-
+                  Base64-encoded audio bytes, these will be parsed as the format specified in the session
+                  output audio type configuration. This defaults to PCM 16-bit 24kHz mono if not specified.
+              transcript:
+                type: string
+                description: >-
+                  The transcript of the audio content, this will always be present if the output type is
+                  `audio`.
+      required:
+        - type
+        - role
+        - content
+    RealtimeConversationItemMessageSystem:
+      type: object
+      title: Realtime system message item
+      description: >-
+        A system message in a Realtime conversation can be used to provide additional context or instructions
+        to the model. This is similar but distinct from the instruction prompt provided at the start of a
+        conversation, as system messages can be added at any point in the conversation. For major changes to
+        the conversation's behavior, use instructions, but for smaller updates (e.g. "the user is now asking
+        about a different topic"), use system messages.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the item. This may be provided by the client or generated by the server.
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: >-
+            Identifier for the API object being returned - always `realtime.item`. Optional when creating a
+            new item.
+          x-stainless-const: true
+        type:
+          type: string
+          enum:
+            - message
+          description: The type of the item. Always `message`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: The status of the item. Has no effect on the conversation.
+        role:
+          type: string
+          enum:
+            - system
+          description: The role of the message sender. Always `system`.
+          x-stainless-const: true
+        content:
+          type: array
+          description: The content of the message.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - input_text
+                description: The content type. Always `input_text` for system messages.
+                x-stainless-const: true
+              text:
+                type: string
+                description: The text content.
+      required:
+        - type
+        - role
+        - content
+    RealtimeConversationItemMessageUser:
+      type: object
+      title: Realtime user message item
+      description: A user message item in a Realtime conversation.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the item. This may be provided by the client or generated by the server.
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: >-
+            Identifier for the API object being returned - always `realtime.item`. Optional when creating a
+            new item.
+          x-stainless-const: true
+        type:
+          type: string
+          enum:
+            - message
+          description: The type of the item. Always `message`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: The status of the item. Has no effect on the conversation.
+        role:
+          type: string
+          enum:
+            - user
+          description: The role of the message sender. Always `user`.
+          x-stainless-const: true
+        content:
+          type: array
+          description: The content of the message.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - input_text
+                  - input_audio
+                  - input_image
+                description: The content type (`input_text`, `input_audio`, or `input_image`).
+              text:
+                type: string
+                description: The text content (for `input_text`).
+              audio:
+                type: string
+                description: >-
+                  Base64-encoded audio bytes (for `input_audio`), these will be parsed as the format specified
+                  in the session input audio type configuration. This defaults to PCM 16-bit 24kHz mono if not
+                  specified.
+              image_url:
+                type: string
+                description: >-
+                  Base64-encoded image bytes (for `input_image`) as a data URI. For example
+                  `data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAA...`. Supported formats are PNG and JPEG.
+              detail:
+                type: string
+                description: The detail level of the image (for `input_image`). `auto` will default to `high`.
+                default: auto
+                enum:
+                  - auto
+                  - low
+                  - high
+              transcript:
+                type: string
+                description: >-
+                  Transcript of the audio (for `input_audio`). This is not sent to the model, but will be
+                  attached to the message item for reference.
+      required:
+        - type
+        - role
+        - content
+    RealtimeConversationItemWithReference:
+      type: object
+      description: The item to add to the conversation.
+      properties:
+        id:
+          type: string
+          description: |
+            For an item of type (`message` | `function_call` | `function_call_output`)
+            this field allows the client to assign the unique ID of the item. It is
+            not required because the server will generate one if not provided.
+
+            For an item of type `item_reference`, this field is required and is a
+            reference to any item that has previously existed in the conversation.
+        type:
+          type: string
+          enum:
+            - message
+            - function_call
+            - function_call_output
+            - item_reference
+          description: |
+            The type of the item (`message`, `function_call`, `function_call_output`, `item_reference`).
+        object:
+          type: string
+          enum:
+            - realtime.item
+          description: |
+            Identifier for the API object being returned - always `realtime.item`.
+          x-stainless-const: true
+        status:
+          type: string
+          enum:
+            - completed
+            - incomplete
+            - in_progress
+          description: |
+            The status of the item (`completed`, `incomplete`, `in_progress`). These have no effect
+            on the conversation, but are accepted for consistency with the
+            `conversation.item.created` event.
+        role:
+          type: string
+          enum:
+            - user
+            - assistant
+            - system
+          description: |
+            The role of the message sender (`user`, `assistant`, `system`), only
+            applicable for `message` items.
+        content:
+          type: array
+          description: |
+            The content of the message, applicable for `message` items.
+            - Message items of role `system` support only `input_text` content
+            - Message items of role `user` support `input_text` and `input_audio`
+              content
+            - Message items of role `assistant` support `text` content.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - input_text
+                  - input_audio
+                  - item_reference
+                  - text
+                description: |
+                  The content type (`input_text`, `input_audio`, `item_reference`, `text`).
+              text:
+                type: string
+                description: |
+                  The text content, used for `input_text` and `text` content types.
+              id:
+                type: string
+                description: |
+                  ID of a previous conversation item to reference (for `item_reference`
+                  content types in `response.create` events). These can reference both
+                  client and server created items.
+              audio:
+                type: string
+                description: |
+                  Base64-encoded audio bytes, used for `input_audio` content type.
+              transcript:
+                type: string
+                description: |
+                  The transcript of the audio, used for `input_audio` content type.
+        call_id:
+          type: string
+          description: |
+            The ID of the function call (for `function_call` and
+            `function_call_output` items). If passed on a `function_call_output`
+            item, the server will check that a `function_call` item with the same
+            ID exists in the conversation history.
+        name:
+          type: string
+          description: |
+            The name of the function being called (for `function_call` items).
+        arguments:
+          type: string
+          description: |
+            The arguments of the function call (for `function_call` items).
+        output:
+          type: string
+          description: |
+            The output of the function call (for `function_call_output` items).
+    RealtimeCreateClientSecretRequest:
+      type: object
+      title: Realtime client secret creation request
+      description: |
+        Create a session and client secret for the Realtime API. The request can specify
+        either a realtime or a transcription session configuration.
+        [Learn more about the Realtime API](https://platform.openai.com/docs/guides/realtime).
+      properties:
+        expires_after:
+          type: object
+          title: Client secret expiration
+          description: |
+            Configuration for the client secret expiration. Expiration refers to the time after which
+            a client secret will no longer be valid for creating sessions. The session itself may
+            continue after that time once started. A secret can be used to create multiple sessions
+            until it expires.
+          properties:
+            anchor:
+              type: string
+              enum:
+                - created_at
+              description: >
+                The anchor point for the client secret expiration, meaning that `seconds` will be added to the
+                `created_at` time of the client secret to produce an expiration timestamp. Only `created_at`
+                is currently supported.
+              default: created_at
+              x-stainless-const: true
+            seconds:
+              type: integer
+              description: >
+                The number of seconds from the anchor point to the expiration. Select a value between `10` and
+                `7200` (2 hours). This default to 600 seconds (10 minutes) if not specified.
+              minimum: 10
+              maximum: 7200
+              default: 600
+        session:
+          title: Session configuration
+          description: |
+            Session configuration to use for the client secret. Choose either a realtime
+            session or a transcription session.
+          anyOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+            - $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequestGA'
+          discriminator:
+            propertyName: type
+    RealtimeCreateClientSecretResponse:
+      type: object
+      title: Realtime session and client secret
+      description: |
+        Response from creating a session and client secret for the Realtime API.
+      properties:
+        value:
+          type: string
+          description: The generated client secret value.
+        expires_at:
+          type: integer
+          description: Expiration timestamp for the client secret, in seconds since epoch.
+        session:
+          title: Session configuration
+          description: |
+            The session configuration for either a realtime or transcription session.
+          discriminator:
+            propertyName: type
+          anyOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateResponseGA'
+            - $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateResponseGA'
+      required:
+        - value
+        - expires_at
+        - session
+      x-oaiMeta:
+        name: Session response object
+        group: realtime
+        example: |
+          {
+            "value": "ek_68af296e8e408191a1120ab6383263c2",
+            "expires_at": 1756310470,
+            "session": {
+              "type": "realtime",
+              "object": "realtime.session",
+              "id": "sess_C9CiUVUzUzYIssh3ELY1d",
+              "model": "gpt-realtime-2025-08-25",
+              "output_modalities": [
+                "audio"
+              ],
+              "instructions": "You are a friendly assistant.",
+              "tools": [],
+              "tool_choice": "auto",
+              "max_output_tokens": "inf",
+              "tracing": null,
+              "truncation": "auto",
+              "prompt": null,
+              "expires_at": 0,
+              "audio": {
+                "input": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "transcription": null,
+                  "noise_reduction": null,
+                  "turn_detection": {
+                    "type": "server_vad",
+                    "threshold": 0.5,
+                    "prefix_padding_ms": 300,
+                    "silence_duration_ms": 200,
+                    "idle_timeout_ms": null,
+                    "create_response": true,
+                    "interrupt_response": true
+                  }
+                },
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "alloy",
+                  "speed": 1.0
+                }
+              },
+              "include": null
+            }
+          }
+    RealtimeFunctionTool:
+      type: object
+      title: Function tool
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+          description: The type of the tool, i.e. `function`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the function.
+        description:
+          type: string
+          description: |
+            The description of the function, including guidance on when and how
+            to call it, and guidance about what to tell the user when calling
+            (if anything).
+        parameters:
+          type: object
+          description: Parameters of the function in JSON Schema.
+    RealtimeMCPApprovalRequest:
+      type: object
+      title: Realtime MCP approval request
+      description: |
+        A Realtime item requesting human approval of a tool invocation.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_approval_request
+          description: The type of the item. Always `mcp_approval_request`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The unique ID of the approval request.
+        server_label:
+          type: string
+          description: The label of the MCP server making the request.
+        name:
+          type: string
+          description: The name of the tool to run.
+        arguments:
+          type: string
+          description: A JSON string of arguments for the tool.
+      required:
+        - type
+        - id
+        - server_label
+        - name
+        - arguments
+    RealtimeMCPApprovalResponse:
+      type: object
+      title: Realtime MCP approval response
+      description: |
+        A Realtime item responding to an MCP approval request.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_approval_response
+          description: The type of the item. Always `mcp_approval_response`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The unique ID of the approval response.
+        approval_request_id:
+          type: string
+          description: The ID of the approval request being answered.
+        approve:
+          type: boolean
+          description: Whether the request was approved.
+        reason:
+          anyOf:
+            - type: string
+              description: Optional reason for the decision.
+            - type: 'null'
+      required:
+        - type
+        - id
+        - approval_request_id
+        - approve
+    RealtimeMCPHTTPError:
+      type: object
+      title: Realtime MCP HTTP error
+      properties:
+        type:
+          type: string
+          enum:
+            - http_error
+          x-stainless-const: true
+        code:
+          type: integer
+        message:
+          type: string
+      required:
+        - type
+        - code
+        - message
+    RealtimeMCPListTools:
+      type: object
+      title: Realtime MCP list tools
+      description: |
+        A Realtime item listing tools available on an MCP server.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_list_tools
+          description: The type of the item. Always `mcp_list_tools`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The unique ID of the list.
+        server_label:
+          type: string
+          description: The label of the MCP server.
+        tools:
+          type: array
+          items:
+            $ref: '#/components/schemas/MCPListToolsTool'
+          description: The tools available on the server.
+      required:
+        - type
+        - server_label
+        - tools
+    RealtimeMCPProtocolError:
+      type: object
+      title: Realtime MCP protocol error
+      properties:
+        type:
+          type: string
+          enum:
+            - protocol_error
+          x-stainless-const: true
+        code:
+          type: integer
+        message:
+          type: string
+      required:
+        - type
+        - code
+        - message
+    RealtimeMCPToolCall:
+      type: object
+      title: Realtime MCP tool call
+      description: |
+        A Realtime item representing an invocation of a tool on an MCP server.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp_call
+          description: The type of the item. Always `mcp_call`.
+          x-stainless-const: true
+        id:
+          type: string
+          description: The unique ID of the tool call.
+        server_label:
+          type: string
+          description: The label of the MCP server running the tool.
+        name:
+          type: string
+          description: The name of the tool that was run.
+        arguments:
+          type: string
+          description: A JSON string of the arguments passed to the tool.
+        approval_request_id:
+          anyOf:
+            - type: string
+              description: The ID of an associated approval request, if any.
+            - type: 'null'
+        output:
+          anyOf:
+            - type: string
+              description: The output from the tool call.
+            - type: 'null'
+        error:
+          anyOf:
+            - description: The error from the tool call, if any.
+              anyOf:
+                - $ref: '#/components/schemas/RealtimeMCPProtocolError'
+                - $ref: '#/components/schemas/RealtimeMCPToolExecutionError'
+                - $ref: '#/components/schemas/RealtimeMCPHTTPError'
+              discriminator:
+                propertyName: type
+            - type: 'null'
+      required:
+        - type
+        - id
+        - server_label
+        - name
+        - arguments
+    RealtimeMCPToolExecutionError:
+      type: object
+      title: Realtime MCP tool execution error
+      properties:
+        type:
+          type: string
+          enum:
+            - tool_execution_error
+          x-stainless-const: true
+        message:
+          type: string
+      required:
+        - type
+        - message
+    RealtimeResponse:
+      type: object
+      description: The response resource.
+      properties:
+        id:
+          type: string
+          description: The unique ID of the response, will look like `resp_1234`.
+        object:
+          description: The object type, must be `realtime.response`.
+          x-stainless-const: true
+          const: realtime.response
+        status:
+          type: string
+          enum:
+            - completed
+            - cancelled
+            - failed
+            - incomplete
+            - in_progress
+          description: |
+            The final status of the response (`completed`, `cancelled`, `failed`, or
+            `incomplete`, `in_progress`).
+        status_details:
+          type: object
+          description: Additional details about the status.
+          properties:
+            type:
+              type: string
+              enum:
+                - completed
+                - cancelled
+                - incomplete
+                - failed
+              description: |
+                The type of error that caused the response to fail, corresponding
+                with the `status` field (`completed`, `cancelled`, `incomplete`,
+                `failed`).
+            reason:
+              type: string
+              enum:
+                - turn_detected
+                - client_cancelled
+                - max_output_tokens
+                - content_filter
+              description: >
+                The reason the Response did not complete. For a `cancelled` Response,  one of `turn_detected`
+                (the server VAD detected a new start of speech)  or `client_cancelled` (the client sent a
+                cancel event). For an  `incomplete` Response, one of `max_output_tokens` or `content_filter`
+                (the server-side safety filter activated and cut off the response).
+            error:
+              type: object
+              description: |
+                A description of the error that caused the response to fail,
+                populated when the `status` is `failed`.
+              properties:
+                type:
+                  type: string
+                  description: The type of error.
+                code:
+                  type: string
+                  description: Error code, if any.
+        output:
+          type: array
+          description: The list of output items generated by the response.
+          items:
+            $ref: '#/components/schemas/RealtimeConversationItem'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        audio:
+          type: object
+          description: Configuration for audio output.
+          properties:
+            output:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the output audio.
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                  default: alloy
+                  description: |
+                    The voice the model uses to respond. Voice cannot be changed during the
+                    session once the model has responded with audio at least once. Current
+                    voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+                    `shimmer`, `verse`, `marin`, and `cedar`. We recommend `marin` and `cedar` for
+                    best quality.
+        usage:
+          type: object
+          description: |
+            Usage statistics for the Response, this will correspond to billing. A
+            Realtime API session will maintain a conversation context and append new
+            Items to the Conversation, thus output from previous turns (text and
+            audio tokens) will become the input for later turns.
+          properties:
+            total_tokens:
+              type: integer
+              description: |
+                The total number of tokens in the Response including input and output
+                text and audio tokens.
+            input_tokens:
+              type: integer
+              description: |
+                The number of input tokens used in the Response, including text and
+                audio tokens.
+            output_tokens:
+              type: integer
+              description: |
+                The number of output tokens sent in the Response, including text and
+                audio tokens.
+            input_token_details:
+              type: object
+              description: >-
+                Details about the input tokens used in the Response. Cached tokens are tokens from previous
+                turns in the conversation that are included as context for the current response. Cached tokens
+                here are counted as a subset of input tokens, meaning input tokens will include cached and
+                uncached tokens.
+              properties:
+                cached_tokens:
+                  type: integer
+                  description: The number of cached tokens used as input for the Response.
+                text_tokens:
+                  type: integer
+                  description: The number of text tokens used as input for the Response.
+                image_tokens:
+                  type: integer
+                  description: The number of image tokens used as input for the Response.
+                audio_tokens:
+                  type: integer
+                  description: The number of audio tokens used as input for the Response.
+                cached_tokens_details:
+                  type: object
+                  description: Details about the cached tokens used as input for the Response.
+                  properties:
+                    text_tokens:
+                      type: integer
+                      description: The number of cached text tokens used as input for the Response.
+                    image_tokens:
+                      type: integer
+                      description: The number of cached image tokens used as input for the Response.
+                    audio_tokens:
+                      type: integer
+                      description: The number of cached audio tokens used as input for the Response.
+            output_token_details:
+              type: object
+              description: Details about the output tokens used in the Response.
+              properties:
+                text_tokens:
+                  type: integer
+                  description: The number of text tokens used in the Response.
+                audio_tokens:
+                  type: integer
+                  description: The number of audio tokens used in the Response.
+        conversation_id:
+          description: |
+            Which conversation the response is added to, determined by the `conversation`
+            field in the `response.create` event. If `auto`, the response will be added to
+            the default conversation and the value of `conversation_id` will be an id like
+            `conv_1234`. If `none`, the response will not be added to any conversation and
+            the value of `conversation_id` will be `null`. If responses are being triggered
+            automatically by VAD the response will be added to the default conversation
+          type: string
+        output_modalities:
+          type: array
+          description: |
+            The set of modalities the model used to respond, currently the only possible values are
+            `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
+            output to mode `text` will disable audio output from the model.
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls, that was used in this response.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+    RealtimeResponseCreateParams:
+      type: object
+      description: Create a new Realtime response with these parameters
+      properties:
+        output_modalities:
+          type: array
+          description: |
+            The set of modalities the model used to respond, currently the only possible values are
+            `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
+            output to mode `text` will disable audio output from the model.
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        instructions:
+          type: string
+          description: >
+            The default system instructions (i.e. system message) prepended to model calls. This field allows
+            the client to guide the model on desired responses. The model can be instructed on response
+            content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh
+            frequently"). The instructions are not guaranteed to be followed by the model, but they provide
+            guidance to the model on the desired behavior.
+
+            Note that the server sets default instructions which will be used if this field is not set and are
+            visible in the `session.created` event at the start of the session.
+        audio:
+          type: object
+          description: Configuration for audio input and output.
+          properties:
+            output:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the output audio.
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                  default: alloy
+                  description: |
+                    The voice the model uses to respond. Voice cannot be changed during the
+                    session once the model has responded with audio at least once. Current
+                    voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+                    `shimmer`, `verse`, `marin`, and `cedar`. We recommend `marin` and `cedar` for
+                    best quality.
+        tools:
+          type: array
+          description: Tools available to the model.
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/RealtimeFunctionTool'
+              - $ref: '#/components/schemas/MCPTool'
+        tool_choice:
+          description: |
+            How the model chooses tools. Provide one of the string modes or force a specific
+            function/MCP tool.
+          default: auto
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoiceOptions'
+            - $ref: '#/components/schemas/ToolChoiceFunction'
+            - $ref: '#/components/schemas/ToolChoiceMCP'
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        conversation:
+          description: |
+            Controls which conversation the response is added to. Currently supports
+            `auto` and `none`, with `auto` as the default value. The `auto` value
+            means that the contents of the response will be added to the default
+            conversation. Set this to `none` to create an out-of-band response which
+            will not add items to default conversation.
+          anyOf:
+            - type: string
+            - type: string
+              default: auto
+              enum:
+                - auto
+                - none
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+        input:
+          type: array
+          description: |
+            Input items to include in the prompt for the model. Using this field
+            creates a new context for this Response instead of using the default
+            conversation. An empty array `[]` will clear the context for this Response.
+            Note that this can include references to items that previously appeared in the session
+            using their id.
+          items:
+            $ref: '#/components/schemas/RealtimeConversationItem'
+    RealtimeServerEvent:
+      discriminator:
+        propertyName: type
+      description: |
+        A realtime server event.
+      anyOf:
+        - $ref: '#/components/schemas/RealtimeServerEventConversationCreated'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemCreated'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemDeleted'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemInputAudioTranscriptionCompleted'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemInputAudioTranscriptionDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemInputAudioTranscriptionFailed'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemRetrieved'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemTruncated'
+        - $ref: '#/components/schemas/RealtimeServerEventError'
+        - $ref: '#/components/schemas/RealtimeServerEventInputAudioBufferCleared'
+        - $ref: '#/components/schemas/RealtimeServerEventInputAudioBufferCommitted'
+        - $ref: '#/components/schemas/RealtimeServerEventInputAudioBufferSpeechStarted'
+        - $ref: '#/components/schemas/RealtimeServerEventInputAudioBufferSpeechStopped'
+        - $ref: '#/components/schemas/RealtimeServerEventRateLimitsUpdated'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseAudioDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseAudioDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseAudioTranscriptDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseAudioTranscriptDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseContentPartAdded'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseContentPartDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseCreated'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseFunctionCallArgumentsDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseFunctionCallArgumentsDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseOutputItemAdded'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseOutputItemDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseTextDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseTextDone'
+        - $ref: '#/components/schemas/RealtimeServerEventSessionCreated'
+        - $ref: '#/components/schemas/RealtimeServerEventSessionUpdated'
+        - $ref: '#/components/schemas/RealtimeServerEventOutputAudioBufferStarted'
+        - $ref: '#/components/schemas/RealtimeServerEventOutputAudioBufferStopped'
+        - $ref: '#/components/schemas/RealtimeServerEventOutputAudioBufferCleared'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemAdded'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemDone'
+        - $ref: '#/components/schemas/RealtimeServerEventInputAudioBufferTimeoutTriggered'
+        - $ref: '#/components/schemas/RealtimeServerEventConversationItemInputAudioTranscriptionSegment'
+        - $ref: '#/components/schemas/RealtimeServerEventMCPListToolsInProgress'
+        - $ref: '#/components/schemas/RealtimeServerEventMCPListToolsCompleted'
+        - $ref: '#/components/schemas/RealtimeServerEventMCPListToolsFailed'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseMCPCallArgumentsDelta'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseMCPCallArgumentsDone'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseMCPCallInProgress'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseMCPCallCompleted'
+        - $ref: '#/components/schemas/RealtimeServerEventResponseMCPCallFailed'
+    RealtimeServerEventConversationCreated:
+      type: object
+      description: |
+        Returned when a conversation is created. Emitted right after session creation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.created`.
+          x-stainless-const: true
+          const: conversation.created
+        conversation:
+          type: object
+          description: The conversation resource.
+          properties:
+            id:
+              type: string
+              description: The unique ID of the conversation.
+            object:
+              description: The object type, must be `realtime.conversation`.
+              const: realtime.conversation
+      required:
+        - event_id
+        - type
+        - conversation
+      x-oaiMeta:
+        name: conversation.created
+        group: realtime
+        example: |
+          {
+              "event_id": "event_9101",
+              "type": "conversation.created",
+              "conversation": {
+                  "id": "conv_001",
+                  "object": "realtime.conversation"
+              }
+          }
+    RealtimeServerEventConversationItemAdded:
+      type: object
+      description: >
+        Sent by the server when an Item is added to the default Conversation. This can happen in several
+        cases:
+
+        - When the client sends a `conversation.item.create` event.
+
+        - When the input audio buffer is committed. In this case the item will be a user message containing
+        the audio from the buffer.
+
+        - When the model is generating a Response. In this case the `conversation.item.added` event will be
+        sent when the model starts generating a specific Item, and thus it will not yet have any content (and
+        `status` will be `in_progress`).
+
+
+        The event will include the full content of the Item (except when model is generating a Response)
+        except for audio data, which can be retrieved separately with a `conversation.item.retrieve` event if
+        necessary.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.added`.
+          x-stainless-const: true
+          const: conversation.item.added
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the item that precedes this one, if any. This is used to
+                maintain ordering when items are inserted.
+            - type: 'null'
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.added
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.added",
+            "event_id": "event_C9G8pjSJCfRNEhMEnYAVy",
+            "previous_item_id": null,
+            "item": {
+              "id": "item_C9G8pGVKYnaZu8PH5YQ9O",
+              "type": "message",
+              "status": "completed",
+              "role": "user",
+              "content": [
+                {
+                  "type": "input_text",
+                  "text": "hi"
+                }
+              ]
+            }
+          }
+    RealtimeServerEventConversationItemCreated:
+      type: object
+      description: |
+        Returned when a conversation item is created. There are several scenarios that produce this event:
+          - The server is generating a Response, which if successful will produce
+            either one or two Items, which will be of type `message`
+            (role `assistant`) or type `function_call`.
+          - The input audio buffer has been committed, either by the client or the
+            server (in `server_vad` mode). The server will take the content of the
+            input audio buffer and add it to a new user message Item.
+          - The client has sent a `conversation.item.create` event to add a new Item
+            to the Conversation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.created`.
+          x-stainless-const: true
+          const: conversation.item.created
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the preceding item in the Conversation context, allows the
+                client to understand the order of the conversation. Can be `null` if the
+                item has no predecessor.
+            - type: 'null'
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.created
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1920",
+              "type": "conversation.item.created",
+              "previous_item_id": "msg_002",
+              "item": {
+                  "id": "msg_003",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "user",
+                  "content": []
+              }
+          }
+    RealtimeServerEventConversationItemDeleted:
+      type: object
+      description: |
+        Returned when an item in the conversation is deleted by the client with a
+        `conversation.item.delete` event. This event is used to synchronize the
+        server's understanding of the conversation history with the client's view.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.deleted`.
+          x-stainless-const: true
+          const: conversation.item.deleted
+        item_id:
+          type: string
+          description: The ID of the item that was deleted.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.deleted
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2728",
+              "type": "conversation.item.deleted",
+              "item_id": "msg_005"
+          }
+    RealtimeServerEventConversationItemDone:
+      type: object
+      description: >
+        Returned when a conversation item is finalized.
+
+
+        The event will include the full content of the Item except for audio data, which can be retrieved
+        separately with a `conversation.item.retrieve` event if needed.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.done`.
+          x-stainless-const: true
+          const: conversation.item.done
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the item that precedes this one, if any. This is used to
+                maintain ordering when items are inserted.
+            - type: 'null'
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.done
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.done",
+            "event_id": "event_CCXLgMZPo3qioWCeQa4WH",
+            "previous_item_id": "item_CCXLecNJVIVR2HUy3ABLj",
+            "item": {
+              "id": "item_CCXLfxmM5sXVJVz4mCa2S",
+              "type": "message",
+              "status": "completed",
+              "role": "assistant",
+              "content": [
+                {
+                  "type": "output_audio",
+                  "transcript": "Oh, I can hear you loud and clear! Sounds like we're connected just fine. What can I help you with today?"
+                }
+              ]
+            }
+          }
+    RealtimeServerEventConversationItemInputAudioTranscriptionCompleted:
+      type: object
+      description: |
+        This event is the output of audio transcription for user audio written to the
+        user audio buffer. Transcription begins when the input audio buffer is
+        committed by the client or server (when VAD is enabled). Transcription runs
+        asynchronously with Response creation, so this event may come before or after
+        the Response events.
+
+        Realtime API models accept audio natively, and thus input transcription is a
+        separate process run on a separate ASR (Automatic Speech Recognition) model.
+        The transcript may diverge somewhat from the model's interpretation, and
+        should be treated as a rough guide.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          type: string
+          enum:
+            - conversation.item.input_audio_transcription.completed
+          description: |
+            The event type, must be
+            `conversation.item.input_audio_transcription.completed`.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the item containing the audio that is being transcribed.
+        content_index:
+          type: integer
+          description: The index of the content part containing the audio.
+        transcript:
+          type: string
+          description: The transcribed text.
+        logprobs:
+          anyOf:
+            - type: array
+              description: The log probabilities of the transcription.
+              items:
+                $ref: '#/components/schemas/LogProbProperties'
+            - type: 'null'
+        usage:
+          type: object
+          description: >-
+            Usage statistics for the transcription, this is billed according to the ASR model's pricing rather
+            than the realtime model's pricing.
+          anyOf:
+            - $ref: '#/components/schemas/TranscriptTextUsageTokens'
+              title: TranscriptTextUsageTokens
+            - $ref: '#/components/schemas/TranscriptTextUsageDuration'
+              title: TranscriptTextUsageDuration
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - transcript
+        - usage
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.completed
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.input_audio_transcription.completed",
+            "event_id": "event_CCXGRvtUVrax5SJAnNOWZ",
+            "item_id": "item_CCXGQ4e1ht4cOraEYcuR2",
+            "content_index": 0,
+            "transcript": "Hey, can you hear me?",
+            "usage": {
+              "type": "tokens",
+              "total_tokens": 22,
+              "input_tokens": 13,
+              "input_token_details": {
+                "text_tokens": 0,
+                "audio_tokens": 13
+              },
+              "output_tokens": 9
+            }
+          }
+    RealtimeServerEventConversationItemInputAudioTranscriptionDelta:
+      type: object
+      description: >
+        Returned when the text value of an input audio transcription content part is updated with incremental
+        transcription results.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.input_audio_transcription.delta`.
+          x-stainless-const: true
+          const: conversation.item.input_audio_transcription.delta
+        item_id:
+          type: string
+          description: The ID of the item containing the audio that is being transcribed.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The text delta.
+        logprobs:
+          anyOf:
+            - type: array
+              description: >-
+                The log probabilities of the transcription. These can be enabled by configurating the session
+                with `"include": ["item.input_audio_transcription.logprobs"]`. Each entry in the array
+                corresponds a log probability of which token would be selected for this chunk of
+                transcription. This can help to identify if it was possible there were multiple valid options
+                for a given chunk of transcription.
+              items:
+                $ref: '#/components/schemas/LogProbProperties'
+            - type: 'null'
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.delta
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.input_audio_transcription.delta",
+            "event_id": "event_CCXGRxsAimPAs8kS2Wc7Z",
+            "item_id": "item_CCXGQ4e1ht4cOraEYcuR2",
+            "content_index": 0,
+            "delta": "Hey",
+            "obfuscation": "aLxx0jTEciOGe"
+          }
+    RealtimeServerEventConversationItemInputAudioTranscriptionFailed:
+      type: object
+      description: |
+        Returned when input audio transcription is configured, and a transcription
+        request for a user message failed. These events are separate from other
+        `error` events so that the client can identify the related Item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          type: string
+          enum:
+            - conversation.item.input_audio_transcription.failed
+          description: |
+            The event type, must be
+            `conversation.item.input_audio_transcription.failed`.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the user message item.
+        content_index:
+          type: integer
+          description: The index of the content part containing the audio.
+        error:
+          type: object
+          description: Details of the transcription error.
+          properties:
+            type:
+              type: string
+              description: The type of error.
+            code:
+              type: string
+              description: Error code, if any.
+            message:
+              type: string
+              description: A human-readable error message.
+            param:
+              type: string
+              description: Parameter related to the error, if any.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - error
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2324",
+              "type": "conversation.item.input_audio_transcription.failed",
+              "item_id": "msg_003",
+              "content_index": 0,
+              "error": {
+                  "type": "transcription_error",
+                  "code": "audio_unintelligible",
+                  "message": "The audio could not be transcribed.",
+                  "param": null
+              }
+          }
+    RealtimeServerEventConversationItemInputAudioTranscriptionSegment:
+      type: object
+      description: Returned when an input audio transcription segment is identified for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.input_audio_transcription.segment`.
+          x-stainless-const: true
+          const: conversation.item.input_audio_transcription.segment
+        item_id:
+          type: string
+          description: The ID of the item containing the input audio content.
+        content_index:
+          type: integer
+          description: The index of the input audio content part within the item.
+        text:
+          type: string
+          description: The text for this segment.
+        id:
+          type: string
+          description: The segment identifier.
+        speaker:
+          type: string
+          description: The detected speaker label for this segment.
+        start:
+          type: number
+          format: float
+          description: Start time of the segment in seconds.
+        end:
+          type: number
+          format: float
+          description: End time of the segment in seconds.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - text
+        - id
+        - speaker
+        - start
+        - end
+      x-oaiMeta:
+        name: conversation.item.input_audio_transcription.segment
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6501",
+              "type": "conversation.item.input_audio_transcription.segment",
+              "item_id": "msg_011",
+              "content_index": 0,
+              "text": "hello",
+              "id": "seg_0001",
+              "speaker": "spk_1",
+              "start": 0.0,
+              "end": 0.4
+          }
+    RealtimeServerEventConversationItemRetrieved:
+      type: object
+      description: >
+        Returned when a conversation item is retrieved with `conversation.item.retrieve`. This is provided as
+        a way to fetch the server's representation of an item, for example to get access to the post-processed
+        audio data after noise cancellation and VAD. It includes the full content of the Item, including audio
+        data.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.retrieved`.
+          x-stainless-const: true
+          const: conversation.item.retrieved
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - item
+      x-oaiMeta:
+        name: conversation.item.retrieved
+        group: realtime
+        example: |
+          {
+            "type": "conversation.item.retrieved",
+            "event_id": "event_CCXGSizgEppa2d4XbKA7K",
+            "item": {
+              "id": "item_CCXGRxbY0n6WE4EszhF5w",
+              "object": "realtime.item",
+              "type": "message",
+              "status": "completed",
+              "role": "assistant",
+              "content": [
+                {
+                  "type": "audio",
+                  "transcript": "Yes, I can hear you loud and clear. How can I help you today?",
+                  "audio": "8//2//v/9//q/+//+P/s...",
+                  "format": "pcm16"
+                }
+              ]
+            }
+          }
+    RealtimeServerEventConversationItemTruncated:
+      type: object
+      description: |
+        Returned when an earlier assistant audio message item is truncated by the
+        client with a `conversation.item.truncate` event. This event is used to
+        synchronize the server's understanding of the audio with the client's playback.
+
+        This action will truncate the audio and remove the server-side text transcript
+        to ensure there is no text in the context that hasn't been heard by the user.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `conversation.item.truncated`.
+          x-stainless-const: true
+          const: conversation.item.truncated
+        item_id:
+          type: string
+          description: The ID of the assistant message item that was truncated.
+        content_index:
+          type: integer
+          description: The index of the content part that was truncated.
+        audio_end_ms:
+          type: integer
+          description: |
+            The duration up to which the audio was truncated, in milliseconds.
+      required:
+        - event_id
+        - type
+        - item_id
+        - content_index
+        - audio_end_ms
+      x-oaiMeta:
+        name: conversation.item.truncated
+        group: realtime
+        example: |
+          {
+              "event_id": "event_2526",
+              "type": "conversation.item.truncated",
+              "item_id": "msg_004",
+              "content_index": 0,
+              "audio_end_ms": 1500
+          }
+    RealtimeServerEventError:
+      type: object
+      description: |
+        Returned when an error occurs, which could be a client problem or a server
+        problem. Most errors are recoverable and the session will stay open, we
+        recommend to implementors to monitor and log error messages by default.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `error`.
+          x-stainless-const: true
+          const: error
+        error:
+          type: object
+          description: Details of the error.
+          required:
+            - type
+            - message
+          properties:
+            type:
+              type: string
+              description: |
+                The type of error (e.g., "invalid_request_error", "server_error").
+            code:
+              anyOf:
+                - type: string
+                  description: Error code, if any.
+                - type: 'null'
+            message:
+              type: string
+              description: A human-readable error message.
+            param:
+              anyOf:
+                - type: string
+                  description: Parameter related to the error, if any.
+                - type: 'null'
+            event_id:
+              anyOf:
+                - type: string
+                  description: |
+                    The event_id of the client event that caused the error, if applicable.
+                - type: 'null'
+      required:
+        - event_id
+        - type
+        - error
+      x-oaiMeta:
+        name: error
+        group: realtime
+        example: |
+          {
+              "event_id": "event_890",
+              "type": "error",
+              "error": {
+                  "type": "invalid_request_error",
+                  "code": "invalid_event",
+                  "message": "The 'type' field is missing.",
+                  "param": null,
+                  "event_id": "event_567"
+              }
+          }
+    RealtimeServerEventInputAudioBufferCleared:
+      type: object
+      description: |
+        Returned when the input audio buffer is cleared by the client with a
+        `input_audio_buffer.clear` event.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.cleared`.
+          x-stainless-const: true
+          const: input_audio_buffer.cleared
+      required:
+        - event_id
+        - type
+      x-oaiMeta:
+        name: input_audio_buffer.cleared
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1314",
+              "type": "input_audio_buffer.cleared"
+          }
+    RealtimeServerEventInputAudioBufferCommitted:
+      type: object
+      description: |
+        Returned when an input audio buffer is committed, either by the client or
+        automatically in server VAD mode. The `item_id` property is the ID of the user
+        message item that will be created, thus a `conversation.item.created` event
+        will also be sent to the client.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.committed`.
+          x-stainless-const: true
+          const: input_audio_buffer.committed
+        previous_item_id:
+          anyOf:
+            - type: string
+              description: |
+                The ID of the preceding item after which the new item will be inserted.
+                Can be `null` if the item has no predecessor.
+            - type: 'null'
+        item_id:
+          type: string
+          description: The ID of the user message item that will be created.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.committed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1121",
+              "type": "input_audio_buffer.committed",
+              "previous_item_id": "msg_001",
+              "item_id": "msg_002"
+          }
+    RealtimeServerEventInputAudioBufferSpeechStarted:
+      type: object
+      description: |
+        Sent by the server when in `server_vad` mode to indicate that speech has been
+        detected in the audio buffer. This can happen any time audio is added to the
+        buffer (unless speech is already detected). The client may want to use this
+        event to interrupt audio playback or provide visual feedback to the user.
+
+        The client should expect to receive a `input_audio_buffer.speech_stopped` event
+        when speech stops. The `item_id` property is the ID of the user message item
+        that will be created when speech stops and will also be included in the
+        `input_audio_buffer.speech_stopped` event (unless the client manually commits
+        the audio buffer during VAD activation).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.speech_started`.
+          x-stainless-const: true
+          const: input_audio_buffer.speech_started
+        audio_start_ms:
+          type: integer
+          description: |
+            Milliseconds from the start of all audio written to the buffer during the
+            session when speech was first detected. This will correspond to the
+            beginning of audio sent to the model, and thus includes the
+            `prefix_padding_ms` configured in the Session.
+        item_id:
+          type: string
+          description: |
+            The ID of the user message item that will be created when speech stops.
+      required:
+        - event_id
+        - type
+        - audio_start_ms
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.speech_started
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1516",
+              "type": "input_audio_buffer.speech_started",
+              "audio_start_ms": 1000,
+              "item_id": "msg_003"
+          }
+    RealtimeServerEventInputAudioBufferSpeechStopped:
+      type: object
+      description: |
+        Returned in `server_vad` mode when the server detects the end of speech in
+        the audio buffer. The server will also send an `conversation.item.created`
+        event with the user message item that is created from the audio buffer.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.speech_stopped`.
+          x-stainless-const: true
+          const: input_audio_buffer.speech_stopped
+        audio_end_ms:
+          type: integer
+          description: |
+            Milliseconds since the session started when speech stopped. This will
+            correspond to the end of audio sent to the model, and thus includes the
+            `min_silence_duration_ms` configured in the Session.
+        item_id:
+          type: string
+          description: The ID of the user message item that will be created.
+      required:
+        - event_id
+        - type
+        - audio_end_ms
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.speech_stopped
+        group: realtime
+        example: |
+          {
+              "event_id": "event_1718",
+              "type": "input_audio_buffer.speech_stopped",
+              "audio_end_ms": 2000,
+              "item_id": "msg_003"
+          }
+    RealtimeServerEventInputAudioBufferTimeoutTriggered:
+      type: object
+      description: |
+        Returned when the Server VAD timeout is triggered for the input audio buffer. This is configured
+        with `idle_timeout_ms` in the `turn_detection` settings of the session, and it indicates that
+        there hasn't been any speech detected for the configured duration.
+
+        The `audio_start_ms` and `audio_end_ms` fields indicate the segment of audio after the last
+        model response up to the triggering time, as an offset from the beginning of audio written
+        to the input audio buffer. This means it demarcates the segment of audio that was silent and
+        the difference between the start and end values will roughly match the configured timeout.
+
+        The empty audio will be committed to the conversation as an `input_audio` item (there will be a
+        `input_audio_buffer.committed` event) and a model response will be generated. There may be speech
+        that didn't trigger VAD but is still detected by the model, so the model may respond with
+        something relevant to the conversation or a prompt to continue speaking.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `input_audio_buffer.timeout_triggered`.
+          x-stainless-const: true
+          const: input_audio_buffer.timeout_triggered
+        audio_start_ms:
+          type: integer
+          description: >-
+            Millisecond offset of audio written to the input audio buffer that was after the playback time of
+            the last model response.
+        audio_end_ms:
+          type: integer
+          description: >-
+            Millisecond offset of audio written to the input audio buffer at the time the timeout was
+            triggered.
+        item_id:
+          type: string
+          description: The ID of the item associated with this segment.
+      required:
+        - event_id
+        - type
+        - audio_start_ms
+        - audio_end_ms
+        - item_id
+      x-oaiMeta:
+        name: input_audio_buffer.timeout_triggered
+        group: realtime
+        example: |
+          {
+              "type":"input_audio_buffer.timeout_triggered",
+              "event_id":"event_CEKKrf1KTGvemCPyiJTJ2",
+              "audio_start_ms":13216,
+              "audio_end_ms":19232,
+              "item_id":"item_CEKKrWH0GiwN0ET97NUZc"
+          }
+    RealtimeServerEventMCPListToolsCompleted:
+      type: object
+      description: Returned when listing MCP tools has completed for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.completed`.
+          x-stainless-const: true
+          const: mcp_list_tools.completed
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.completed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6102",
+              "type": "mcp_list_tools.completed",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeServerEventMCPListToolsFailed:
+      type: object
+      description: Returned when listing MCP tools has failed for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.failed`.
+          x-stainless-const: true
+          const: mcp_list_tools.failed
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6103",
+              "type": "mcp_list_tools.failed",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeServerEventMCPListToolsInProgress:
+      type: object
+      description: Returned when listing MCP tools is in progress for an item.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `mcp_list_tools.in_progress`.
+          x-stainless-const: true
+          const: mcp_list_tools.in_progress
+        item_id:
+          type: string
+          description: The ID of the MCP list tools item.
+      required:
+        - event_id
+        - type
+        - item_id
+      x-oaiMeta:
+        name: mcp_list_tools.in_progress
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6101",
+              "type": "mcp_list_tools.in_progress",
+              "item_id": "mcp_list_tools_001"
+          }
+    RealtimeServerEventOutputAudioBufferCleared:
+      type: object
+      description: >
+        **WebRTC Only:** Emitted when the output audio buffer is cleared. This happens either in VAD
+
+        mode when the user has interrupted (`input_audio_buffer.speech_started`),
+
+        or when the client has emitted the `output_audio_buffer.clear` event to manually
+
+        cut off the current audio response.
+
+        [Learn
+        more](https://platform.openai.com/docs/guides/realtime-conversations#client-and-server-events-for-audio-in-webrtc).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `output_audio_buffer.cleared`.
+          x-stainless-const: true
+          const: output_audio_buffer.cleared
+        response_id:
+          type: string
+          description: The unique ID of the response that produced the audio.
+      required:
+        - event_id
+        - type
+        - response_id
+      x-oaiMeta:
+        name: output_audio_buffer.cleared
+        group: realtime
+        example: |
+          {
+              "event_id": "event_abc123",
+              "type": "output_audio_buffer.cleared",
+              "response_id": "resp_abc123"
+          }
+    RealtimeServerEventOutputAudioBufferStarted:
+      type: object
+      description: >
+        **WebRTC Only:** Emitted when the server begins streaming audio to the client. This event is
+
+        emitted after an audio content part has been added (`response.content_part.added`)
+
+        to the response.
+
+        [Learn
+        more](https://platform.openai.com/docs/guides/realtime-conversations#client-and-server-events-for-audio-in-webrtc).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `output_audio_buffer.started`.
+          x-stainless-const: true
+          const: output_audio_buffer.started
+        response_id:
+          type: string
+          description: The unique ID of the response that produced the audio.
+      required:
+        - event_id
+        - type
+        - response_id
+      x-oaiMeta:
+        name: output_audio_buffer.started
+        group: realtime
+        example: |
+          {
+              "event_id": "event_abc123",
+              "type": "output_audio_buffer.started",
+              "response_id": "resp_abc123"
+          }
+    RealtimeServerEventOutputAudioBufferStopped:
+      type: object
+      description: >
+        **WebRTC Only:** Emitted when the output audio buffer has been completely drained on the server,
+
+        and no more audio is forthcoming. This event is emitted after the full response
+
+        data has been sent to the client (`response.done`).
+
+        [Learn
+        more](https://platform.openai.com/docs/guides/realtime-conversations#client-and-server-events-for-audio-in-webrtc).
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `output_audio_buffer.stopped`.
+          x-stainless-const: true
+          const: output_audio_buffer.stopped
+        response_id:
+          type: string
+          description: The unique ID of the response that produced the audio.
+      required:
+        - event_id
+        - type
+        - response_id
+      x-oaiMeta:
+        name: output_audio_buffer.stopped
+        group: realtime
+        example: |
+          {
+              "event_id": "event_abc123",
+              "type": "output_audio_buffer.stopped",
+              "response_id": "resp_abc123"
+          }
+    RealtimeServerEventRateLimitsUpdated:
+      type: object
+      description: |
+        Emitted at the beginning of a Response to indicate the updated rate limits.
+        When a Response is created some tokens will be "reserved" for the output
+        tokens, the rate limits shown here reflect that reservation, which is then
+        adjusted accordingly once the Response is completed.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `rate_limits.updated`.
+          x-stainless-const: true
+          const: rate_limits.updated
+        rate_limits:
+          type: array
+          description: List of rate limit information.
+          items:
+            type: object
+            properties:
+              name:
+                type: string
+                enum:
+                  - requests
+                  - tokens
+                description: |
+                  The name of the rate limit (`requests`, `tokens`).
+              limit:
+                type: integer
+                description: The maximum allowed value for the rate limit.
+              remaining:
+                type: integer
+                description: The remaining value before the limit is reached.
+              reset_seconds:
+                type: number
+                description: Seconds until the rate limit resets.
+      required:
+        - event_id
+        - type
+        - rate_limits
+      x-oaiMeta:
+        name: rate_limits.updated
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5758",
+              "type": "rate_limits.updated",
+              "rate_limits": [
+                  {
+                      "name": "requests",
+                      "limit": 1000,
+                      "remaining": 999,
+                      "reset_seconds": 60
+                  },
+                  {
+                      "name": "tokens",
+                      "limit": 50000,
+                      "remaining": 49950,
+                      "reset_seconds": 60
+                  }
+              ]
+          }
+    RealtimeServerEventResponseAudioDelta:
+      type: object
+      description: Returned when the model-generated audio is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio.delta`.
+          x-stainless-const: true
+          const: response.output_audio.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: Base64-encoded audio data delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_audio.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4950",
+              "type": "response.output_audio.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Base64EncodedAudioDelta"
+          }
+    RealtimeServerEventResponseAudioDone:
+      type: object
+      description: |
+        Returned when the model-generated audio is done. Also emitted when a Response
+        is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio.done`.
+          x-stainless-const: true
+          const: response.output_audio.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+      x-oaiMeta:
+        name: response.output_audio.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5152",
+              "type": "response.output_audio.done",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0
+          }
+    RealtimeServerEventResponseAudioTranscriptDelta:
+      type: object
+      description: |
+        Returned when the model-generated transcription of audio output is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio_transcript.delta`.
+          x-stainless-const: true
+          const: response.output_audio_transcript.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The transcript delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_audio_transcript.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4546",
+              "type": "response.output_audio_transcript.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Hello, how can I a"
+          }
+    RealtimeServerEventResponseAudioTranscriptDone:
+      type: object
+      description: |
+        Returned when the model-generated transcription of audio output is done
+        streaming. Also emitted when a Response is interrupted, incomplete, or
+        cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_audio_transcript.done`.
+          x-stainless-const: true
+          const: response.output_audio_transcript.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        transcript:
+          type: string
+          description: The final transcript of the audio.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - transcript
+      x-oaiMeta:
+        name: response.output_audio_transcript.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4748",
+              "type": "response.output_audio_transcript.done",
+              "response_id": "resp_001",
+              "item_id": "msg_008",
+              "output_index": 0,
+              "content_index": 0,
+              "transcript": "Hello, how can I assist you today?"
+          }
+    RealtimeServerEventResponseContentPartAdded:
+      type: object
+      description: |
+        Returned when a new content part is added to an assistant message item during
+        response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.content_part.added`.
+          x-stainless-const: true
+          const: response.content_part.added
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item to which the content part was added.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        part:
+          type: object
+          description: The content part that was added.
+          properties:
+            type:
+              type: string
+              enum:
+                - text
+                - audio
+              description: The content type ("text", "audio").
+            text:
+              type: string
+              description: The text content (if type is "text").
+            audio:
+              type: string
+              description: Base64-encoded audio data (if type is "audio").
+            transcript:
+              type: string
+              description: The transcript of the audio (if type is "audio").
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - part
+      x-oaiMeta:
+        name: response.content_part.added
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3738",
+              "type": "response.content_part.added",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "part": {
+                  "type": "text",
+                  "text": ""
+              }
+          }
+    RealtimeServerEventResponseContentPartDone:
+      type: object
+      description: |
+        Returned when a content part is done streaming in an assistant message item.
+        Also emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.content_part.done`.
+          x-stainless-const: true
+          const: response.content_part.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        part:
+          type: object
+          description: The content part that is done.
+          properties:
+            type:
+              type: string
+              enum:
+                - text
+                - audio
+              description: The content type ("text", "audio").
+            text:
+              type: string
+              description: The text content (if type is "text").
+            audio:
+              type: string
+              description: Base64-encoded audio data (if type is "audio").
+            transcript:
+              type: string
+              description: The transcript of the audio (if type is "audio").
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - part
+      x-oaiMeta:
+        name: response.content_part.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3940",
+              "type": "response.content_part.done",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "part": {
+                  "type": "text",
+                  "text": "Sure, I can help with that."
+              }
+          }
+    RealtimeServerEventResponseCreated:
+      type: object
+      description: |
+        Returned when a new Response is created. The first event of response creation,
+        where the response is in an initial state of `in_progress`.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.created`.
+          x-stainless-const: true
+          const: response.created
+        response:
+          $ref: '#/components/schemas/RealtimeResponse'
+      required:
+        - event_id
+        - type
+        - response
+      x-oaiMeta:
+        name: response.created
+        group: realtime
+        example: |
+          {
+            "type": "response.created",
+            "event_id": "event_C9G8pqbTEddBSIxbBN6Os",
+            "response": {
+              "object": "realtime.response",
+              "id": "resp_C9G8p7IH2WxLbkgPNouYL",
+              "status": "in_progress",
+              "status_details": null,
+              "output": [],
+              "conversation_id": "conv_C9G8mmBkLhQJwCon3hoJN",
+              "output_modalities": [
+                "audio"
+              ],
+              "max_output_tokens": "inf",
+              "audio": {
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "marin"
+                }
+              },
+              "usage": null,
+              "metadata": null
+            },
+          }
+    RealtimeServerEventResponseDone:
+      type: object
+      description: |
+        Returned when a Response is done streaming. Always emitted, no matter the
+        final state. The Response object included in the `response.done` event will
+        include all output Items in the Response but will omit the raw audio data.
+
+        Clients should check the `status` field of the Response to determine if it was successful
+        (`completed`) or if there was another outcome: `cancelled`, `failed`, or `incomplete`.
+
+        A response will contain all output items that were generated during the response, excluding
+        any audio content.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.done`.
+          x-stainless-const: true
+          const: response.done
+        response:
+          $ref: '#/components/schemas/RealtimeResponse'
+      required:
+        - event_id
+        - type
+        - response
+      x-oaiMeta:
+        name: response.done
+        group: realtime
+        example: |
+          {
+            "type": "response.done",
+            "event_id": "event_CCXHxcMy86rrKhBLDdqCh",
+            "response": {
+              "object": "realtime.response",
+              "id": "resp_CCXHw0UJld10EzIUXQCNh",
+              "status": "completed",
+              "status_details": null,
+              "output": [
+                {
+                  "id": "item_CCXHwGjjDUfOXbiySlK7i",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "assistant",
+                  "content": [
+                    {
+                      "type": "output_audio",
+                      "transcript": "Loud and clear! I can hear you perfectly. How can I help you today?"
+                    }
+                  ]
+                }
+              ],
+              "conversation_id": "conv_CCXHsurMKcaVxIZvaCI5m",
+              "output_modalities": [
+                "audio"
+              ],
+              "max_output_tokens": "inf",
+              "audio": {
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "alloy"
+                }
+              },
+              "usage": {
+                "total_tokens": 253,
+                "input_tokens": 132,
+                "output_tokens": 121,
+                "input_token_details": {
+                  "text_tokens": 119,
+                  "audio_tokens": 13,
+                  "image_tokens": 0,
+                  "cached_tokens": 64,
+                  "cached_tokens_details": {
+                    "text_tokens": 64,
+                    "audio_tokens": 0,
+                    "image_tokens": 0
+                  }
+                },
+                "output_token_details": {
+                  "text_tokens": 30,
+                  "audio_tokens": 91
+                }
+              },
+              "metadata": null
+            }
+          }
+    RealtimeServerEventResponseFunctionCallArgumentsDelta:
+      type: object
+      description: |
+        Returned when the model-generated function call arguments are updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: |
+            The event type, must be `response.function_call_arguments.delta`.
+          x-stainless-const: true
+          const: response.function_call_arguments.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the function call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        call_id:
+          type: string
+          description: The ID of the function call.
+        delta:
+          type: string
+          description: The arguments delta as a JSON string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - call_id
+        - delta
+      x-oaiMeta:
+        name: response.function_call_arguments.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5354",
+              "type": "response.function_call_arguments.delta",
+              "response_id": "resp_002",
+              "item_id": "fc_001",
+              "output_index": 0,
+              "call_id": "call_001",
+              "delta": "{\"location\": \"San\""
+          }
+    RealtimeServerEventResponseFunctionCallArgumentsDone:
+      type: object
+      description: |
+        Returned when the model-generated function call arguments are done streaming.
+        Also emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: |
+            The event type, must be `response.function_call_arguments.done`.
+          x-stainless-const: true
+          const: response.function_call_arguments.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the function call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        call_id:
+          type: string
+          description: The ID of the function call.
+        arguments:
+          type: string
+          description: The final arguments as a JSON string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - call_id
+        - arguments
+      x-oaiMeta:
+        name: response.function_call_arguments.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_5556",
+              "type": "response.function_call_arguments.done",
+              "response_id": "resp_002",
+              "item_id": "fc_001",
+              "output_index": 0,
+              "call_id": "call_001",
+              "arguments": "{\"location\": \"San Francisco\"}"
+          }
+    RealtimeServerEventResponseMCPCallArgumentsDelta:
+      type: object
+      description: Returned when MCP tool call arguments are updated during response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call_arguments.delta`.
+          x-stainless-const: true
+          const: response.mcp_call_arguments.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        delta:
+          type: string
+          description: The JSON-encoded arguments delta.
+        obfuscation:
+          anyOf:
+            - type: string
+              description: If present, indicates the delta text was obfuscated.
+            - type: 'null'
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - delta
+      x-oaiMeta:
+        name: response.mcp_call_arguments.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6201",
+              "type": "response.mcp_call_arguments.delta",
+              "response_id": "resp_001",
+              "item_id": "mcp_call_001",
+              "output_index": 0,
+              "delta": "{\"partial\":true}"
+          }
+    RealtimeServerEventResponseMCPCallArgumentsDone:
+      type: object
+      description: Returned when MCP tool call arguments are finalized during response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call_arguments.done`.
+          x-stainless-const: true
+          const: response.mcp_call_arguments.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        arguments:
+          type: string
+          description: The final JSON-encoded arguments string.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - arguments
+      x-oaiMeta:
+        name: response.mcp_call_arguments.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6202",
+              "type": "response.mcp_call_arguments.done",
+              "response_id": "resp_001",
+              "item_id": "mcp_call_001",
+              "output_index": 0,
+              "arguments": "{\"q\":\"docs\"}"
+          }
+    RealtimeServerEventResponseMCPCallCompleted:
+      type: object
+      description: Returned when an MCP tool call has completed successfully.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.completed`.
+          x-stainless-const: true
+          const: response.mcp_call.completed
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.completed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6302",
+              "type": "response.mcp_call.completed",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeServerEventResponseMCPCallFailed:
+      type: object
+      description: Returned when an MCP tool call has failed.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.failed`.
+          x-stainless-const: true
+          const: response.mcp_call.failed
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.failed
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6303",
+              "type": "response.mcp_call.failed",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeServerEventResponseMCPCallInProgress:
+      type: object
+      description: Returned when an MCP tool call has started and is in progress.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.mcp_call.in_progress`.
+          x-stainless-const: true
+          const: response.mcp_call.in_progress
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item.
+      required:
+        - event_id
+        - type
+        - output_index
+        - item_id
+      x-oaiMeta:
+        name: response.mcp_call.in_progress
+        group: realtime
+        example: |
+          {
+              "event_id": "event_6301",
+              "type": "response.mcp_call.in_progress",
+              "output_index": 0,
+              "item_id": "mcp_call_001"
+          }
+    RealtimeServerEventResponseOutputItemAdded:
+      type: object
+      description: Returned when a new Item is created during Response generation.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_item.added`.
+          x-stainless-const: true
+          const: response.output_item.added
+        response_id:
+          type: string
+          description: The ID of the Response to which the item belongs.
+        output_index:
+          type: integer
+          description: The index of the output item in the Response.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - response_id
+        - output_index
+        - item
+      x-oaiMeta:
+        name: response.output_item.added
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3334",
+              "type": "response.output_item.added",
+              "response_id": "resp_001",
+              "output_index": 0,
+              "item": {
+                  "id": "msg_007",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "in_progress",
+                  "role": "assistant",
+                  "content": []
+              }
+          }
+    RealtimeServerEventResponseOutputItemDone:
+      type: object
+      description: |
+        Returned when an Item is done streaming. Also emitted when a Response is
+        interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_item.done`.
+          x-stainless-const: true
+          const: response.output_item.done
+        response_id:
+          type: string
+          description: The ID of the Response to which the item belongs.
+        output_index:
+          type: integer
+          description: The index of the output item in the Response.
+        item:
+          $ref: '#/components/schemas/RealtimeConversationItem'
+      required:
+        - event_id
+        - type
+        - response_id
+        - output_index
+        - item
+      x-oaiMeta:
+        name: response.output_item.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_3536",
+              "type": "response.output_item.done",
+              "response_id": "resp_001",
+              "output_index": 0,
+              "item": {
+                  "id": "msg_007",
+                  "object": "realtime.item",
+                  "type": "message",
+                  "status": "completed",
+                  "role": "assistant",
+                  "content": [
+                      {
+                          "type": "text",
+                          "text": "Sure, I can help with that."
+                      }
+                  ]
+              }
+          }
+    RealtimeServerEventResponseTextDelta:
+      type: object
+      description: Returned when the text value of an "output_text" content part is updated.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_text.delta`.
+          x-stainless-const: true
+          const: response.output_text.delta
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        delta:
+          type: string
+          description: The text delta.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - delta
+      x-oaiMeta:
+        name: response.output_text.delta
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4142",
+              "type": "response.output_text.delta",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "delta": "Sure, I can h"
+          }
+    RealtimeServerEventResponseTextDone:
+      type: object
+      description: |
+        Returned when the text value of an "output_text" content part is done streaming. Also
+        emitted when a Response is interrupted, incomplete, or cancelled.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `response.output_text.done`.
+          x-stainless-const: true
+          const: response.output_text.done
+        response_id:
+          type: string
+          description: The ID of the response.
+        item_id:
+          type: string
+          description: The ID of the item.
+        output_index:
+          type: integer
+          description: The index of the output item in the response.
+        content_index:
+          type: integer
+          description: The index of the content part in the item's content array.
+        text:
+          type: string
+          description: The final text content.
+      required:
+        - event_id
+        - type
+        - response_id
+        - item_id
+        - output_index
+        - content_index
+        - text
+      x-oaiMeta:
+        name: response.output_text.done
+        group: realtime
+        example: |
+          {
+              "event_id": "event_4344",
+              "type": "response.output_text.done",
+              "response_id": "resp_001",
+              "item_id": "msg_007",
+              "output_index": 0,
+              "content_index": 0,
+              "text": "Sure, I can help with that."
+          }
+    RealtimeServerEventSessionCreated:
+      type: object
+      description: |
+        Returned when a Session is created. Emitted automatically when a new
+        connection is established as the first server event. This event will contain
+        the default Session configuration.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `session.created`.
+          x-stainless-const: true
+          const: session.created
+        session:
+          description: The session configuration.
+          anyOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+            - $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequestGA'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: session.created
+        group: realtime
+        example: |
+          {
+            "type": "session.created",
+            "event_id": "event_C9G5RJeJ2gF77mV7f2B1j",
+            "session": {
+              "type": "realtime",
+              "object": "realtime.session",
+              "id": "sess_C9G5QPteg4UIbotdKLoYQ",
+              "model": "gpt-realtime-2025-08-28",
+              "output_modalities": [
+                "audio"
+              ],
+              "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.",
+              "tools": [],
+              "tool_choice": "auto",
+              "max_output_tokens": "inf",
+              "tracing": null,
+              "prompt": null,
+              "expires_at": 1756324625,
+              "audio": {
+                "input": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "transcription": null,
+                  "noise_reduction": null,
+                  "turn_detection": {
+                    "type": "server_vad",
+                    "threshold": 0.5,
+                    "prefix_padding_ms": 300,
+                    "silence_duration_ms": 200,
+                    "idle_timeout_ms": null,
+                    "create_response": true,
+                    "interrupt_response": true
+                  }
+                },
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "marin",
+                  "speed": 1
+                }
+              },
+              "include": null
+            },
+          }
+    RealtimeServerEventSessionUpdated:
+      type: object
+      description: |
+        Returned when a session is updated with a `session.update` event, unless
+        there is an error.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `session.updated`.
+          x-stainless-const: true
+          const: session.updated
+        session:
+          description: The session configuration.
+          anyOf:
+            - $ref: '#/components/schemas/RealtimeSessionCreateRequestGA'
+            - $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateRequestGA'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: session.updated
+        group: realtime
+        example: |
+          {
+            "type": "session.updated",
+            "event_id": "event_C9G8mqI3IucaojlVKE8Cs",
+            "session": {
+              "type": "realtime",
+              "object": "realtime.session",
+              "id": "sess_C9G8l3zp50uFv4qgxfJ8o",
+              "model": "gpt-realtime-2025-08-28",
+              "output_modalities": [
+                "audio"
+              ],
+              "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.",
+              "tools": [
+                {
+                  "type": "function",
+                  "name": "display_color_palette",
+                  "description": "\nCall this function when a user asks for a color palette.\n",
+                  "parameters": {
+                    "type": "object",
+                    "strict": true,
+                    "properties": {
+                      "theme": {
+                        "type": "string",
+                        "description": "Description of the theme for the color scheme."
+                      },
+                      "colors": {
+                        "type": "array",
+                        "description": "Array of five hex color codes based on the theme.",
+                        "items": {
+                          "type": "string",
+                          "description": "Hex color code"
+                        }
+                      }
+                    },
+                    "required": [
+                      "theme",
+                      "colors"
+                    ]
+                  }
+                }
+              ],
+              "tool_choice": "auto",
+              "max_output_tokens": "inf",
+              "tracing": null,
+              "prompt": null,
+              "expires_at": 1756324832,
+              "audio": {
+                "input": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "transcription": null,
+                  "noise_reduction": null,
+                  "turn_detection": {
+                    "type": "server_vad",
+                    "threshold": 0.5,
+                    "prefix_padding_ms": 300,
+                    "silence_duration_ms": 200,
+                    "idle_timeout_ms": null,
+                    "create_response": true,
+                    "interrupt_response": true
+                  }
+                },
+                "output": {
+                  "format": {
+                    "type": "audio/pcm",
+                    "rate": 24000
+                  },
+                  "voice": "marin",
+                  "speed": 1
+                }
+              },
+              "include": null
+            },
+          }
+    RealtimeServerEventTranscriptionSessionUpdated:
+      type: object
+      description: |
+        Returned when a transcription session is updated with a `transcription_session.update` event, unless
+        there is an error.
+      properties:
+        event_id:
+          type: string
+          description: The unique ID of the server event.
+        type:
+          description: The event type, must be `transcription_session.updated`.
+          x-stainless-const: true
+          const: transcription_session.updated
+        session:
+          $ref: '#/components/schemas/RealtimeTranscriptionSessionCreateResponse'
+      required:
+        - event_id
+        - type
+        - session
+      x-oaiMeta:
+        name: transcription_session.updated
+        group: realtime
+        example: |
+          {
+            "event_id": "event_5678",
+            "type": "transcription_session.updated",
+            "session": {
+              "id": "sess_001",
+              "object": "realtime.transcription_session",
+              "input_audio_format": "pcm16",
+              "input_audio_transcription": {
+                "model": "gpt-4o-transcribe",
+                "prompt": "",
+                "language": ""
+              },
+              "turn_detection": {
+                "type": "server_vad",
+                "threshold": 0.5,
+                "prefix_padding_ms": 300,
+                "silence_duration_ms": 500,
+                "create_response": true,
+                // "interrupt_response": false  -- this will NOT be returned
+              },
+              "input_audio_noise_reduction": {
+                "type": "near_field"
+              },
+              "include": [
+                "item.input_audio_transcription.avg_logprob",
+              ],
+            }
+          }
+    RealtimeSession:
+      type: object
+      description: Realtime session object for the beta interface.
+      properties:
+        id:
+          type: string
+          description: |
+            Unique identifier for the session that looks like `sess_1234567890abcdef`.
+        object:
+          type: string
+          enum:
+            - realtime.session
+          description: The object type. Always `realtime.session`.
+        modalities:
+          description: |
+            The set of modalities the model can respond with. To disable audio,
+            set this to ["text"].
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        model:
+          type: string
+          description: |
+            The Realtime model used for this session.
+          enum:
+            - gpt-realtime
+            - gpt-realtime-2025-08-28
+            - gpt-4o-realtime-preview
+            - gpt-4o-realtime-preview-2024-10-01
+            - gpt-4o-realtime-preview-2024-12-17
+            - gpt-4o-realtime-preview-2025-06-03
+            - gpt-4o-mini-realtime-preview
+            - gpt-4o-mini-realtime-preview-2024-12-17
+            - gpt-realtime-mini
+            - gpt-realtime-mini-2025-10-06
+            - gpt-audio-mini
+            - gpt-audio-mini-2025-10-06
+        instructions:
+          type: string
+          description: |
+            The default system instructions (i.e. system message) prepended to model
+            calls. This field allows the client to guide the model on desired
+            responses. The model can be instructed on response content and format,
+            (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion
+            into your voice", "laugh frequently"). The instructions are not
+            guaranteed to be followed by the model, but they provide guidance to the
+            model on the desired behavior.
+
+
+            Note that the server sets default instructions which will be used if this
+            field is not set and are visible in the `session.created` event at the
+            start of the session.
+        voice:
+          $ref: '#/components/schemas/VoiceIdsShared'
+          description: |
+            The voice the model uses to respond. Voice cannot be changed during the
+            session once the model has responded with audio at least once. Current
+            voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+            `shimmer`, and `verse`.
+        input_audio_format:
+          type: string
+          default: pcm16
+          enum:
+            - pcm16
+            - g711_ulaw
+            - g711_alaw
+          description: |
+            The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+            For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate,
+            single channel (mono), and little-endian byte order.
+        output_audio_format:
+          type: string
+          default: pcm16
+          enum:
+            - pcm16
+            - g711_ulaw
+            - g711_alaw
+          description: |
+            The format of output audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+            For `pcm16`, output audio is sampled at a rate of 24kHz.
+        input_audio_transcription:
+          anyOf:
+            - allOf:
+                - $ref: '#/components/schemas/AudioTranscription'
+              description: >
+                Configuration for input audio transcription, defaults to off and can be set to `null` to turn
+                off once on. Input audio transcription is not native to the model, since the model consumes
+                audio directly. Transcription runs asynchronously through [the /audio/transcriptions
+                endpoint](https://platform.openai.com/docs/api-reference/audio/createTranscription) and should
+                be treated as guidance of input audio content rather than precisely what the model heard. The
+                client can optionally set the language and prompt for transcription, these offer additional
+                guidance to the transcription service.
+            - type: 'null'
+        turn_detection:
+          $ref: '#/components/schemas/RealtimeTurnDetection'
+        input_audio_noise_reduction:
+          type: object
+          description: >
+            Configuration for input audio noise reduction. This can be set to `null` to turn off.
+
+            Noise reduction filters audio added to the input audio buffer before it is sent to VAD and the
+            model.
+
+            Filtering the audio can improve VAD and turn detection accuracy (reducing false positives) and
+            model performance by improving perception of the input audio.
+          properties:
+            type:
+              $ref: '#/components/schemas/NoiseReductionType'
+        speed:
+          type: number
+          default: 1
+          maximum: 1.5
+          minimum: 0.25
+          description: |
+            The speed of the model's spoken response. 1.0 is the default speed. 0.25 is
+            the minimum speed. 1.5 is the maximum speed. This value can only be changed
+            in between model turns, not while a response is in progress.
+        tracing:
+          anyOf:
+            - title: Tracing Configuration
+              description: |
+                Configuration options for tracing. Set to null to disable tracing. Once
+                tracing is enabled for a session, the configuration cannot be modified.
+
+                `auto` will create a trace for the session with default values for the
+                workflow name, group id, and metadata.
+              anyOf:
+                - type: string
+                  default: auto
+                  description: |
+                    Default tracing mode for the session.
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                - type: object
+                  title: Tracing Configuration
+                  description: |
+                    Granular configuration for tracing.
+                  properties:
+                    workflow_name:
+                      type: string
+                      description: |
+                        The name of the workflow to attach to this trace. This is used to
+                        name the trace in the traces dashboard.
+                    group_id:
+                      type: string
+                      description: |
+                        The group id to attach to this trace to enable filtering and
+                        grouping in the traces dashboard.
+                    metadata:
+                      type: object
+                      description: |
+                        The arbitrary metadata to attach to this trace to enable
+                        filtering in the traces dashboard.
+            - type: 'null'
+        tools:
+          type: array
+          description: Tools (functions) available to the model.
+          items:
+            $ref: '#/components/schemas/RealtimeFunctionTool'
+        tool_choice:
+          type: string
+          default: auto
+          description: |
+            How the model chooses tools. Options are `auto`, `none`, `required`, or
+            specify a function.
+        temperature:
+          type: number
+          default: 0.8
+          description: >
+            Sampling temperature for the model, limited to [0.6, 1.2]. For audio models a temperature of 0.8
+            is highly recommended for best performance.
+        max_response_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        expires_at:
+          type: integer
+          description: Expiration timestamp for the session, in seconds since epoch.
+        prompt:
+          anyOf:
+            - $ref: '#/components/schemas/Prompt'
+            - type: 'null'
+        include:
+          anyOf:
+            - type: array
+              items:
+                type: string
+                enum:
+                  - item.input_audio_transcription.logprobs
+              description: |
+                Additional fields to include in server outputs.
+                - `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+            - type: 'null'
+    RealtimeSessionCreateRequest:
+      type: object
+      description: |
+        A new Realtime session configuration, with an ephemeral key. Default TTL
+        for keys is one minute.
+      properties:
+        client_secret:
+          type: object
+          description: Ephemeral key returned by the API.
+          properties:
+            value:
+              type: string
+              description: |
+                Ephemeral key usable in client environments to authenticate connections
+                to the Realtime API. Use this in client-side environments rather than
+                a standard API token, which should only be used server-side.
+            expires_at:
+              type: integer
+              description: |
+                Timestamp for when the token expires. Currently, all tokens expire
+                after one minute.
+          required:
+            - value
+            - expires_at
+        modalities:
+          description: |
+            The set of modalities the model can respond with. To disable audio,
+            set this to ["text"].
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        instructions:
+          type: string
+          description: >
+            The default system instructions (i.e. system message) prepended to model calls. This field allows
+            the client to guide the model on desired responses. The model can be instructed on response
+            content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh
+            frequently"). The instructions are not guaranteed to be followed by the model, but they provide
+            guidance to the model on the desired behavior.
+
+            Note that the server sets default instructions which will be used if this field is not set and are
+            visible in the `session.created` event at the start of the session.
+        voice:
+          $ref: '#/components/schemas/VoiceIdsShared'
+          description: |
+            The voice the model uses to respond. Voice cannot be changed during the
+            session once the model has responded with audio at least once. Current
+            voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+            `shimmer`, and `verse`.
+        input_audio_format:
+          type: string
+          description: |
+            The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+        output_audio_format:
+          type: string
+          description: |
+            The format of output audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+        input_audio_transcription:
+          type: object
+          description: |
+            Configuration for input audio transcription, defaults to off and can be
+            set to `null` to turn off once on. Input audio transcription is not native
+            to the model, since the model consumes audio directly. Transcription runs
+            asynchronously and should be treated as rough guidance
+            rather than the representation understood by the model.
+          properties:
+            model:
+              type: string
+              description: |
+                The model to use for transcription.
+        speed:
+          type: number
+          default: 1
+          maximum: 1.5
+          minimum: 0.25
+          description: |
+            The speed of the model's spoken response. 1.0 is the default speed. 0.25 is
+            the minimum speed. 1.5 is the maximum speed. This value can only be changed
+            in between model turns, not while a response is in progress.
+        tracing:
+          title: Tracing Configuration
+          description: |
+            Configuration options for tracing. Set to null to disable tracing. Once
+            tracing is enabled for a session, the configuration cannot be modified.
+
+            `auto` will create a trace for the session with default values for the
+            workflow name, group id, and metadata.
+          anyOf:
+            - type: string
+              default: auto
+              description: |
+                Default tracing mode for the session.
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: object
+              title: Tracing Configuration
+              description: |
+                Granular configuration for tracing.
+              properties:
+                workflow_name:
+                  type: string
+                  description: |
+                    The name of the workflow to attach to this trace. This is used to
+                    name the trace in the traces dashboard.
+                group_id:
+                  type: string
+                  description: |
+                    The group id to attach to this trace to enable filtering and
+                    grouping in the traces dashboard.
+                metadata:
+                  type: object
+                  description: |
+                    The arbitrary metadata to attach to this trace to enable
+                    filtering in the traces dashboard.
+        turn_detection:
+          type: object
+          description: |
+            Configuration for turn detection. Can be set to `null` to turn off. Server
+            VAD means that the model will detect the start and end of speech based on
+            audio volume and respond at the end of user speech.
+          properties:
+            type:
+              type: string
+              description: |
+                Type of turn detection, only `server_vad` is currently supported.
+            threshold:
+              type: number
+              description: |
+                Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. A
+                higher threshold will require louder audio to activate the model, and
+                thus might perform better in noisy environments.
+            prefix_padding_ms:
+              type: integer
+              description: |
+                Amount of audio to include before the VAD detected speech (in
+                milliseconds). Defaults to 300ms.
+            silence_duration_ms:
+              type: integer
+              description: |
+                Duration of silence to detect speech stop (in milliseconds). Defaults
+                to 500ms. With shorter values the model will respond more quickly,
+                but may jump in on short pauses from the user.
+        tools:
+          type: array
+          description: Tools (functions) available to the model.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                enum:
+                  - function
+                description: The type of the tool, i.e. `function`.
+                x-stainless-const: true
+              name:
+                type: string
+                description: The name of the function.
+              description:
+                type: string
+                description: |
+                  The description of the function, including guidance on when and how
+                  to call it, and guidance about what to tell the user when calling
+                  (if anything).
+              parameters:
+                type: object
+                description: Parameters of the function in JSON Schema.
+        tool_choice:
+          type: string
+          description: |
+            How the model chooses tools. Options are `auto`, `none`, `required`, or
+            specify a function.
+        temperature:
+          type: number
+          description: |
+            Sampling temperature for the model, limited to [0.6, 1.2]. Defaults to 0.8.
+        max_response_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        truncation:
+          $ref: '#/components/schemas/RealtimeTruncation'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+      required:
+        - client_secret
+      x-oaiMeta:
+        name: The session object
+        group: realtime
+        example: |
+          {
+            "id": "sess_001",
+            "object": "realtime.session",
+            "model": "gpt-realtime-2025-08-25",
+            "modalities": ["audio", "text"],
+            "instructions": "You are a friendly assistant.",
+            "voice": "alloy",
+            "input_audio_format": "pcm16",
+            "output_audio_format": "pcm16",
+            "input_audio_transcription": {
+                "model": "whisper-1"
+            },
+            "turn_detection": null,
+            "tools": [],
+            "tool_choice": "none",
+            "temperature": 0.7,
+            "speed": 1.1,
+            "tracing": "auto",
+            "max_response_output_tokens": 200,
+            "truncation": "auto",
+            "prompt": null,
+            "client_secret": {
+              "value": "ek_abc123",
+              "expires_at": 1234567890
+            }
+          }
+    RealtimeSessionCreateRequestGA:
+      type: object
+      title: Realtime session configuration
+      description: Realtime session object configuration.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of session to create. Always `realtime` for the Realtime API.
+          enum:
+            - realtime
+          x-stainless-const: true
+        output_modalities:
+          type: array
+          description: >
+            The set of modalities the model can respond with. It defaults to `["audio"]`, indicating
+
+            that the model will respond with audio plus a transcript. `["text"]` can be used to make
+
+            the model respond with text only. It is not possible to request both `text` and `audio` at the
+            same time.
+          default:
+            - audio
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        model:
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - gpt-realtime
+                - gpt-realtime-2025-08-28
+                - gpt-4o-realtime-preview
+                - gpt-4o-realtime-preview-2024-10-01
+                - gpt-4o-realtime-preview-2024-12-17
+                - gpt-4o-realtime-preview-2025-06-03
+                - gpt-4o-mini-realtime-preview
+                - gpt-4o-mini-realtime-preview-2024-12-17
+                - gpt-realtime-mini
+                - gpt-realtime-mini-2025-10-06
+                - gpt-audio-mini
+                - gpt-audio-mini-2025-10-06
+              x-stainless-nominal: false
+          description: |
+            The Realtime model used for this session.
+        instructions:
+          type: string
+          description: >
+            The default system instructions (i.e. system message) prepended to model calls. This field allows
+            the client to guide the model on desired responses. The model can be instructed on response
+            content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh
+            frequently"). The instructions are not guaranteed to be followed by the model, but they provide
+            guidance to the model on the desired behavior.
+
+
+            Note that the server sets default instructions which will be used if this field is not set and are
+            visible in the `session.created` event at the start of the session.
+        audio:
+          type: object
+          description: |
+            Configuration for input and output audio.
+          properties:
+            input:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the input audio.
+                transcription:
+                  description: >
+                    Configuration for input audio transcription, defaults to off and can be set to `null` to
+                    turn off once on. Input audio transcription is not native to the model, since the model
+                    consumes audio directly. Transcription runs asynchronously through [the
+                    /audio/transcriptions
+                    endpoint](https://platform.openai.com/docs/api-reference/audio/createTranscription) and
+                    should be treated as guidance of input audio content rather than precisely what the model
+                    heard. The client can optionally set the language and prompt for transcription, these
+                    offer additional guidance to the transcription service.
+                  $ref: '#/components/schemas/AudioTranscription'
+                noise_reduction:
+                  type: object
+                  description: >
+                    Configuration for input audio noise reduction. This can be set to `null` to turn off.
+
+                    Noise reduction filters audio added to the input audio buffer before it is sent to VAD and
+                    the model.
+
+                    Filtering the audio can improve VAD and turn detection accuracy (reducing false positives)
+                    and model performance by improving perception of the input audio.
+                  properties:
+                    type:
+                      $ref: '#/components/schemas/NoiseReductionType'
+                turn_detection:
+                  $ref: '#/components/schemas/RealtimeTurnDetection'
+            output:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the output audio.
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                  default: alloy
+                  description: |
+                    The voice the model uses to respond. Voice cannot be changed during the
+                    session once the model has responded with audio at least once. Current
+                    voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+                    `shimmer`, `verse`, `marin`, and `cedar`. We recommend `marin` and `cedar` for
+                    best quality.
+                speed:
+                  type: number
+                  default: 1
+                  maximum: 1.5
+                  minimum: 0.25
+                  description: >
+                    The speed of the model's spoken response as a multiple of the original speed.
+
+                    1.0 is the default speed. 0.25 is the minimum speed. 1.5 is the maximum speed. This value
+                    can only be changed in between model turns, not while a response is in progress.
+
+
+                    This parameter is a post-processing adjustment to the audio after it is generated, it's
+
+                    also possible to prompt the model to speak faster or slower.
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            Additional fields to include in server outputs.
+
+            `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+        tracing:
+          title: Tracing Configuration
+          description: >
+            Realtime API can write session traces to the [Traces Dashboard](/logs?api=traces). Set to null to
+            disable tracing. Once
+
+            tracing is enabled for a session, the configuration cannot be modified.
+
+
+            `auto` will create a trace for the session with default values for the
+
+            workflow name, group id, and metadata.
+          nullable: true
+          anyOf:
+            - type: string
+              default: auto
+              description: |
+                Default tracing mode for the session.
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: object
+              title: Tracing Configuration
+              description: |
+                Granular configuration for tracing.
+              properties:
+                workflow_name:
+                  type: string
+                  description: |
+                    The name of the workflow to attach to this trace. This is used to
+                    name the trace in the Traces Dashboard.
+                group_id:
+                  type: string
+                  description: |
+                    The group id to attach to this trace to enable filtering and
+                    grouping in the Traces Dashboard.
+                metadata:
+                  type: object
+                  description: |
+                    The arbitrary metadata to attach to this trace to enable
+                    filtering in the Traces Dashboard.
+        tools:
+          type: array
+          description: Tools available to the model.
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/RealtimeFunctionTool'
+              - $ref: '#/components/schemas/MCPTool'
+            discriminator:
+              propertyName: type
+        tool_choice:
+          description: |
+            How the model chooses tools. Provide one of the string modes or force a specific
+            function/MCP tool.
+          default: auto
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoiceOptions'
+            - $ref: '#/components/schemas/ToolChoiceFunction'
+            - $ref: '#/components/schemas/ToolChoiceMCP'
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        truncation:
+          $ref: '#/components/schemas/RealtimeTruncation'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+      required:
+        - type
+    RealtimeSessionCreateResponse:
+      type: object
+      title: Realtime session configuration object
+      description: |
+        A Realtime session configuration object.
+      properties:
+        id:
+          type: string
+          description: |
+            Unique identifier for the session that looks like `sess_1234567890abcdef`.
+        object:
+          type: string
+          description: The object type. Always `realtime.session`.
+        expires_at:
+          type: integer
+          description: Expiration timestamp for the session, in seconds since epoch.
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            Additional fields to include in server outputs.
+            - `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+        model:
+          type: string
+          description: The Realtime model used for this session.
+        output_modalities:
+          description: |
+            The set of modalities the model can respond with. To disable audio,
+            set this to ["text"].
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        instructions:
+          type: string
+          description: |
+            The default system instructions (i.e. system message) prepended to model
+            calls. This field allows the client to guide the model on desired
+            responses. The model can be instructed on response content and format,
+            (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion
+            into your voice", "laugh frequently"). The instructions are not guaranteed
+            to be followed by the model, but they provide guidance to the model on the
+            desired behavior.
+
+            Note that the server sets default instructions which will be used if this
+            field is not set and are visible in the `session.created` event at the
+            start of the session.
+        audio:
+          type: object
+          description: |
+            Configuration for input and output audio for the session.
+          properties:
+            input:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                transcription:
+                  description: |
+                    Configuration for input audio transcription.
+                  $ref: '#/components/schemas/AudioTranscription'
+                noise_reduction:
+                  type: object
+                  description: |
+                    Configuration for input audio noise reduction.
+                  properties:
+                    type:
+                      $ref: '#/components/schemas/NoiseReductionType'
+                turn_detection:
+                  type: object
+                  description: |
+                    Configuration for turn detection.
+                  properties:
+                    type:
+                      type: string
+                      description: |
+                        Type of turn detection, only `server_vad` is currently supported.
+                    threshold:
+                      type: number
+                    prefix_padding_ms:
+                      type: integer
+                    silence_duration_ms:
+                      type: integer
+            output:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                speed:
+                  type: number
+        tracing:
+          title: Tracing Configuration
+          description: |
+            Configuration options for tracing. Set to null to disable tracing. Once
+            tracing is enabled for a session, the configuration cannot be modified.
+
+            `auto` will create a trace for the session with default values for the
+            workflow name, group id, and metadata.
+          anyOf:
+            - type: string
+              default: auto
+              description: |
+                Default tracing mode for the session.
+              enum:
+                - auto
+              x-stainless-const: true
+            - type: object
+              title: Tracing Configuration
+              description: |
+                Granular configuration for tracing.
+              properties:
+                workflow_name:
+                  type: string
+                  description: |
+                    The name of the workflow to attach to this trace. This is used to
+                    name the trace in the traces dashboard.
+                group_id:
+                  type: string
+                  description: |
+                    The group id to attach to this trace to enable filtering and
+                    grouping in the traces dashboard.
+                metadata:
+                  type: object
+                  description: |
+                    The arbitrary metadata to attach to this trace to enable
+                    filtering in the traces dashboard.
+        turn_detection:
+          type: object
+          description: |
+            Configuration for turn detection. Can be set to `null` to turn off. Server
+            VAD means that the model will detect the start and end of speech based on
+            audio volume and respond at the end of user speech.
+          properties:
+            type:
+              type: string
+              description: |
+                Type of turn detection, only `server_vad` is currently supported.
+            threshold:
+              type: number
+              description: |
+                Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. A
+                higher threshold will require louder audio to activate the model, and
+                thus might perform better in noisy environments.
+            prefix_padding_ms:
+              type: integer
+              description: |
+                Amount of audio to include before the VAD detected speech (in
+                milliseconds). Defaults to 300ms.
+            silence_duration_ms:
+              type: integer
+              description: |
+                Duration of silence to detect speech stop (in milliseconds). Defaults
+                to 500ms. With shorter values the model will respond more quickly,
+                but may jump in on short pauses from the user.
+        tools:
+          type: array
+          description: Tools (functions) available to the model.
+          items:
+            $ref: '#/components/schemas/RealtimeFunctionTool'
+        tool_choice:
+          type: string
+          description: |
+            How the model chooses tools. Options are `auto`, `none`, `required`, or
+            specify a function.
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+      x-oaiMeta:
+        name: The session object
+        group: realtime
+        example: |
+          {
+            "id": "sess_001",
+            "object": "realtime.session",
+            "expires_at": 1742188264,
+            "model": "gpt-realtime",
+            "output_modalities": ["audio"],
+            "instructions": "You are a friendly assistant.",
+            "tools": [],
+            "tool_choice": "none",
+            "max_output_tokens": "inf",
+            "tracing": "auto",
+            "truncation": "auto",
+            "prompt": null,
+            "audio": {
+              "input": {
+                "format": {
+                  "type": "audio/pcm",
+                  "rate": 24000
+                },
+                "transcription": { "model": "whisper-1" },
+                "noise_reduction": null,
+                "turn_detection": null
+              },
+              "output": {
+                "format": {
+                  "type": "audio/pcm",
+                  "rate": 24000
+                },
+                "voice": "alloy",
+                "speed": 1.0
+              }
+            }
+          }
+    RealtimeSessionCreateResponseGA:
+      type: object
+      description: |
+        A new Realtime session configuration, with an ephemeral key. Default TTL
+        for keys is one minute.
+      properties:
+        client_secret:
+          type: object
+          description: Ephemeral key returned by the API.
+          properties:
+            value:
+              type: string
+              description: >
+                Ephemeral key usable in client environments to authenticate connections to the Realtime API.
+                Use this in client-side environments rather than a standard API token, which should only be
+                used server-side.
+            expires_at:
+              type: integer
+              description: |
+                Timestamp for when the token expires. Currently, all tokens expire
+                after one minute.
+          required:
+            - value
+            - expires_at
+        type:
+          type: string
+          description: |
+            The type of session to create. Always `realtime` for the Realtime API.
+          enum:
+            - realtime
+          x-stainless-const: true
+        output_modalities:
+          type: array
+          description: >
+            The set of modalities the model can respond with. It defaults to `["audio"]`, indicating
+
+            that the model will respond with audio plus a transcript. `["text"]` can be used to make
+
+            the model respond with text only. It is not possible to request both `text` and `audio` at the
+            same time.
+          default:
+            - audio
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        model:
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - gpt-realtime
+                - gpt-realtime-2025-08-28
+                - gpt-4o-realtime-preview
+                - gpt-4o-realtime-preview-2024-10-01
+                - gpt-4o-realtime-preview-2024-12-17
+                - gpt-4o-realtime-preview-2025-06-03
+                - gpt-4o-mini-realtime-preview
+                - gpt-4o-mini-realtime-preview-2024-12-17
+                - gpt-realtime-mini
+                - gpt-realtime-mini-2025-10-06
+                - gpt-audio-mini
+                - gpt-audio-mini-2025-10-06
+          description: |
+            The Realtime model used for this session.
+        instructions:
+          type: string
+          description: >
+            The default system instructions (i.e. system message) prepended to model calls. This field allows
+            the client to guide the model on desired responses. The model can be instructed on response
+            content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good
+            responses") and on audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh
+            frequently"). The instructions are not guaranteed to be followed by the model, but they provide
+            guidance to the model on the desired behavior.
+
+
+            Note that the server sets default instructions which will be used if this field is not set and are
+            visible in the `session.created` event at the start of the session.
+        audio:
+          type: object
+          description: |
+            Configuration for input and output audio.
+          properties:
+            input:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the input audio.
+                transcription:
+                  description: >
+                    Configuration for input audio transcription, defaults to off and can be set to `null` to
+                    turn off once on. Input audio transcription is not native to the model, since the model
+                    consumes audio directly. Transcription runs asynchronously through [the
+                    /audio/transcriptions
+                    endpoint](https://platform.openai.com/docs/api-reference/audio/createTranscription) and
+                    should be treated as guidance of input audio content rather than precisely what the model
+                    heard. The client can optionally set the language and prompt for transcription, these
+                    offer additional guidance to the transcription service.
+                  $ref: '#/components/schemas/AudioTranscription'
+                noise_reduction:
+                  type: object
+                  description: >
+                    Configuration for input audio noise reduction. This can be set to `null` to turn off.
+
+                    Noise reduction filters audio added to the input audio buffer before it is sent to VAD and
+                    the model.
+
+                    Filtering the audio can improve VAD and turn detection accuracy (reducing false positives)
+                    and model performance by improving perception of the input audio.
+                  properties:
+                    type:
+                      $ref: '#/components/schemas/NoiseReductionType'
+                turn_detection:
+                  $ref: '#/components/schemas/RealtimeTurnDetection'
+            output:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                  description: The format of the output audio.
+                voice:
+                  $ref: '#/components/schemas/VoiceIdsShared'
+                  default: alloy
+                  description: |
+                    The voice the model uses to respond. Voice cannot be changed during the
+                    session once the model has responded with audio at least once. Current
+                    voice options are `alloy`, `ash`, `ballad`, `coral`, `echo`, `sage`,
+                    `shimmer`, `verse`, `marin`, and `cedar`. We recommend `marin` and `cedar` for
+                    best quality.
+                speed:
+                  type: number
+                  default: 1
+                  maximum: 1.5
+                  minimum: 0.25
+                  description: >
+                    The speed of the model's spoken response as a multiple of the original speed.
+
+                    1.0 is the default speed. 0.25 is the minimum speed. 1.5 is the maximum speed. This value
+                    can only be changed in between model turns, not while a response is in progress.
+
+
+                    This parameter is a post-processing adjustment to the audio after it is generated, it's
+
+                    also possible to prompt the model to speak faster or slower.
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            Additional fields to include in server outputs.
+
+            `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+        tracing:
+          anyOf:
+            - title: Tracing Configuration
+              description: >
+                Realtime API can write session traces to the [Traces Dashboard](/logs?api=traces). Set to null
+                to disable tracing. Once
+
+                tracing is enabled for a session, the configuration cannot be modified.
+
+
+                `auto` will create a trace for the session with default values for the
+
+                workflow name, group id, and metadata.
+              anyOf:
+                - type: string
+                  default: auto
+                  description: |
+                    Default tracing mode for the session.
+                  enum:
+                    - auto
+                  x-stainless-const: true
+                - type: object
+                  title: Tracing Configuration
+                  description: |
+                    Granular configuration for tracing.
+                  properties:
+                    workflow_name:
+                      type: string
+                      description: |
+                        The name of the workflow to attach to this trace. This is used to
+                        name the trace in the Traces Dashboard.
+                    group_id:
+                      type: string
+                      description: |
+                        The group id to attach to this trace to enable filtering and
+                        grouping in the Traces Dashboard.
+                    metadata:
+                      type: object
+                      description: |
+                        The arbitrary metadata to attach to this trace to enable
+                        filtering in the Traces Dashboard.
+            - type: 'null'
+        tools:
+          type: array
+          description: Tools available to the model.
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/RealtimeFunctionTool'
+              - $ref: '#/components/schemas/MCPTool'
+        tool_choice:
+          description: |
+            How the model chooses tools. Provide one of the string modes or force a specific
+            function/MCP tool.
+          default: auto
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoiceOptions'
+            - $ref: '#/components/schemas/ToolChoiceFunction'
+            - $ref: '#/components/schemas/ToolChoiceMCP'
+        max_output_tokens:
+          description: |
+            Maximum number of output tokens for a single assistant response,
+            inclusive of tool calls. Provide an integer between 1 and 4096 to
+            limit output tokens, or `inf` for the maximum available tokens for a
+            given model. Defaults to `inf`.
+          anyOf:
+            - type: integer
+            - type: string
+              enum:
+                - inf
+              x-stainless-const: true
+        truncation:
+          $ref: '#/components/schemas/RealtimeTruncation'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+      required:
+        - client_secret
+        - type
+      x-oaiMeta:
+        name: The session object
+        group: realtime
+    RealtimeTranscriptionSessionCreateRequest:
+      type: object
+      title: Realtime transcription session configuration
+      description: Realtime transcription session object configuration.
+      properties:
+        turn_detection:
+          type: object
+          description: >
+            Configuration for turn detection. Can be set to `null` to turn off. Server VAD means that the
+            model will detect the start and end of speech based on audio volume and respond at the end of user
+            speech.
+          properties:
+            type:
+              type: string
+              description: |
+                Type of turn detection. Only `server_vad` is currently supported for transcription sessions.
+              enum:
+                - server_vad
+            threshold:
+              type: number
+              description: |
+                Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. A
+                higher threshold will require louder audio to activate the model, and
+                thus might perform better in noisy environments.
+            prefix_padding_ms:
+              type: integer
+              description: |
+                Amount of audio to include before the VAD detected speech (in
+                milliseconds). Defaults to 300ms.
+            silence_duration_ms:
+              type: integer
+              description: |
+                Duration of silence to detect speech stop (in milliseconds). Defaults
+                to 500ms. With shorter values the model will respond more quickly,
+                but may jump in on short pauses from the user.
+        input_audio_noise_reduction:
+          type: object
+          description: >
+            Configuration for input audio noise reduction. This can be set to `null` to turn off.
+
+            Noise reduction filters audio added to the input audio buffer before it is sent to VAD and the
+            model.
+
+            Filtering the audio can improve VAD and turn detection accuracy (reducing false positives) and
+            model performance by improving perception of the input audio.
+          properties:
+            type:
+              $ref: '#/components/schemas/NoiseReductionType'
+        input_audio_format:
+          type: string
+          default: pcm16
+          enum:
+            - pcm16
+            - g711_ulaw
+            - g711_alaw
+          description: |
+            The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+            For `pcm16`, input audio must be 16-bit PCM at a 24kHz sample rate,
+            single channel (mono), and little-endian byte order.
+        input_audio_transcription:
+          description: >
+            Configuration for input audio transcription. The client can optionally set the language and prompt
+            for transcription, these offer additional guidance to the transcription service.
+          $ref: '#/components/schemas/AudioTranscription'
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            The set of items to include in the transcription. Current available items are:
+            `item.input_audio_transcription.logprobs`
+    RealtimeTranscriptionSessionCreateRequestGA:
+      type: object
+      title: Realtime transcription session configuration
+      description: Realtime transcription session object configuration.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of session to create. Always `transcription` for transcription sessions.
+          enum:
+            - transcription
+          x-stainless-const: true
+        audio:
+          type: object
+          description: |
+            Configuration for input and output audio.
+          properties:
+            input:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                transcription:
+                  description: >
+                    Configuration for input audio transcription, defaults to off and can be set to `null` to
+                    turn off once on. Input audio transcription is not native to the model, since the model
+                    consumes audio directly. Transcription runs asynchronously through [the
+                    /audio/transcriptions
+                    endpoint](https://platform.openai.com/docs/api-reference/audio/createTranscription) and
+                    should be treated as guidance of input audio content rather than precisely what the model
+                    heard. The client can optionally set the language and prompt for transcription, these
+                    offer additional guidance to the transcription service.
+                  $ref: '#/components/schemas/AudioTranscription'
+                noise_reduction:
+                  type: object
+                  description: >
+                    Configuration for input audio noise reduction. This can be set to `null` to turn off.
+
+                    Noise reduction filters audio added to the input audio buffer before it is sent to VAD and
+                    the model.
+
+                    Filtering the audio can improve VAD and turn detection accuracy (reducing false positives)
+                    and model performance by improving perception of the input audio.
+                  properties:
+                    type:
+                      $ref: '#/components/schemas/NoiseReductionType'
+                turn_detection:
+                  $ref: '#/components/schemas/RealtimeTurnDetection'
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            Additional fields to include in server outputs.
+
+            `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+      required:
+        - type
+    RealtimeTranscriptionSessionCreateResponse:
+      type: object
+      description: |
+        A new Realtime transcription session configuration.
+
+        When a session is created on the server via REST API, the session object
+        also contains an ephemeral key. Default TTL for keys is 10 minutes. This
+        property is not present when a session is updated via the WebSocket API.
+      properties:
+        client_secret:
+          type: object
+          description: |
+            Ephemeral key returned by the API. Only present when the session is
+            created on the server via REST API.
+          properties:
+            value:
+              type: string
+              description: |
+                Ephemeral key usable in client environments to authenticate connections
+                to the Realtime API. Use this in client-side environments rather than
+                a standard API token, which should only be used server-side.
+            expires_at:
+              type: integer
+              description: |
+                Timestamp for when the token expires. Currently, all tokens expire
+                after one minute.
+          required:
+            - value
+            - expires_at
+        modalities:
+          description: |
+            The set of modalities the model can respond with. To disable audio,
+            set this to ["text"].
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        input_audio_format:
+          type: string
+          description: |
+            The format of input audio. Options are `pcm16`, `g711_ulaw`, or `g711_alaw`.
+        input_audio_transcription:
+          description: |
+            Configuration of the transcription model.
+          $ref: '#/components/schemas/AudioTranscription'
+        turn_detection:
+          type: object
+          description: |
+            Configuration for turn detection. Can be set to `null` to turn off. Server
+            VAD means that the model will detect the start and end of speech based on
+            audio volume and respond at the end of user speech.
+          properties:
+            type:
+              type: string
+              description: |
+                Type of turn detection, only `server_vad` is currently supported.
+            threshold:
+              type: number
+              description: |
+                Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. A
+                higher threshold will require louder audio to activate the model, and
+                thus might perform better in noisy environments.
+            prefix_padding_ms:
+              type: integer
+              description: |
+                Amount of audio to include before the VAD detected speech (in
+                milliseconds). Defaults to 300ms.
+            silence_duration_ms:
+              type: integer
+              description: |
+                Duration of silence to detect speech stop (in milliseconds). Defaults
+                to 500ms. With shorter values the model will respond more quickly,
+                but may jump in on short pauses from the user.
+      required:
+        - client_secret
+      x-oaiMeta:
+        name: The transcription session object
+        group: realtime
+        example: |
+          {
+            "id": "sess_BBwZc7cFV3XizEyKGDCGL",
+            "object": "realtime.transcription_session",
+            "expires_at": 1742188264,
+            "modalities": ["audio", "text"],
+            "turn_detection": {
+              "type": "server_vad",
+              "threshold": 0.5,
+              "prefix_padding_ms": 300,
+              "silence_duration_ms": 200
+            },
+            "input_audio_format": "pcm16",
+            "input_audio_transcription": {
+              "model": "gpt-4o-transcribe",
+              "language": null,
+              "prompt": ""
+            },
+            "client_secret": null
+          }
+    RealtimeTranscriptionSessionCreateResponseGA:
+      type: object
+      title: Realtime transcription session configuration object
+      description: |
+        A Realtime transcription session configuration object.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of session. Always `transcription` for transcription sessions.
+          enum:
+            - transcription
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            Unique identifier for the session that looks like `sess_1234567890abcdef`.
+        object:
+          type: string
+          description: The object type. Always `realtime.transcription_session`.
+        expires_at:
+          type: integer
+          description: Expiration timestamp for the session, in seconds since epoch.
+        include:
+          type: array
+          items:
+            type: string
+            enum:
+              - item.input_audio_transcription.logprobs
+          description: |
+            Additional fields to include in server outputs.
+            - `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
+        audio:
+          type: object
+          description: |
+            Configuration for input audio for the session.
+          properties:
+            input:
+              type: object
+              properties:
+                format:
+                  $ref: '#/components/schemas/RealtimeAudioFormats'
+                transcription:
+                  description: |
+                    Configuration of the transcription model.
+                  $ref: '#/components/schemas/AudioTranscription'
+                noise_reduction:
+                  type: object
+                  description: |
+                    Configuration for input audio noise reduction.
+                  properties:
+                    type:
+                      $ref: '#/components/schemas/NoiseReductionType'
+                turn_detection:
+                  type: object
+                  description: |
+                    Configuration for turn detection. Can be set to `null` to turn off. Server
+                    VAD means that the model will detect the start and end of speech based on
+                    audio volume and respond at the end of user speech.
+                  properties:
+                    type:
+                      type: string
+                      description: |
+                        Type of turn detection, only `server_vad` is currently supported.
+                    threshold:
+                      type: number
+                      description: |
+                        Activation threshold for VAD (0.0 to 1.0), this defaults to 0.5. A
+                        higher threshold will require louder audio to activate the model, and
+                        thus might perform better in noisy environments.
+                    prefix_padding_ms:
+                      type: integer
+                      description: |
+                        Amount of audio to include before the VAD detected speech (in
+                        milliseconds). Defaults to 300ms.
+                    silence_duration_ms:
+                      type: integer
+                      description: |
+                        Duration of silence to detect speech stop (in milliseconds). Defaults
+                        to 500ms. With shorter values the model will respond more quickly,
+                        but may jump in on short pauses from the user.
+      required:
+        - type
+        - id
+        - object
+      x-oaiMeta:
+        name: The transcription session object
+        group: realtime
+        example: |
+          {
+            "id": "sess_BBwZc7cFV3XizEyKGDCGL",
+            "type": "transcription",
+            "object": "realtime.transcription_session",
+            "expires_at": 1742188264,
+            "include": ["item.input_audio_transcription.logprobs"],
+            "audio": {
+              "input": {
+                "format": "pcm16",
+                "transcription": {
+                  "model": "gpt-4o-transcribe",
+                  "language": null,
+                  "prompt": ""
+                },
+                "noise_reduction": null,
+                "turn_detection": {
+                  "type": "server_vad",
+                  "threshold": 0.5,
+                  "prefix_padding_ms": 300,
+                  "silence_duration_ms": 200
+                }
+              }
+            }
+          }
+    RealtimeTruncation:
+      title: Realtime Truncation Controls
+      description: |
+        Controls how the realtime conversation is truncated prior to model inference.
+        The default is `auto`.
+      anyOf:
+        - type: string
+          description: >-
+            The truncation strategy to use for the session. `auto` is the default truncation strategy.
+            `disabled` will disable truncation and emit errors when the conversation exceeds the input token
+            limit.
+          enum:
+            - auto
+            - disabled
+          title: RealtimeTruncationStrategy
+        - type: object
+          title: Retention ratio truncation
+          description: >-
+            Retain a fraction of the conversation tokens when the conversation exceeds the input token limit.
+            This allows you to amortize truncations across multiple turns, which can help improve cached token
+            usage.
+          properties:
+            type:
+              type: string
+              enum:
+                - retention_ratio
+              description: Use retention ratio truncation.
+              x-stainless-const: true
+            retention_ratio:
+              type: number
+              description: >
+                Fraction of post-instruction conversation tokens to retain (0.0 - 1.0) when the conversation
+                exceeds the input token limit.
+              minimum: 0
+              maximum: 1
+          required:
+            - type
+            - retention_ratio
+    RealtimeTurnDetection:
+      anyOf:
+        - title: Realtime Turn Detection
+          description: >
+            Configuration for turn detection, ether Server VAD or Semantic VAD. This can be set to `null` to
+            turn off, in which case the client must manually trigger model response.
+
+
+            Server VAD means that the model will detect the start and end of speech based on audio volume and
+            respond at the end of user speech.
+
+
+            Semantic VAD is more advanced and uses a turn detection model (in conjunction with VAD) to
+            semantically estimate whether the user has finished speaking, then dynamically sets a timeout
+            based on this probability. For example, if user audio trails off with "uhhm", the model will score
+            a low probability of turn end and wait longer for the user to continue speaking. This can be
+            useful for more natural conversations, but may have a higher latency.
+          discriminator:
+            propertyName: type
+          anyOf:
+            - type: object
+              title: Server VAD
+              description: >-
+                Server-side voice activity detection (VAD) which flips on when user speech is detected and off
+                after a period of silence.
+              required:
+                - type
+              properties:
+                type:
+                  type: string
+                  default: server_vad
+                  const: server_vad
+                  description: |
+                    Type of turn detection, `server_vad` to turn on simple Server VAD.
+                threshold:
+                  type: number
+                  description: >
+                    Used only for `server_vad` mode. Activation threshold for VAD (0.0 to 1.0), this defaults
+                    to 0.5. A
+
+                    higher threshold will require louder audio to activate the model, and
+
+                    thus might perform better in noisy environments.
+                prefix_padding_ms:
+                  type: integer
+                  description: >
+                    Used only for `server_vad` mode. Amount of audio to include before the VAD detected speech
+                    (in
+
+                    milliseconds). Defaults to 300ms.
+                silence_duration_ms:
+                  type: integer
+                  description: >
+                    Used only for `server_vad` mode. Duration of silence to detect speech stop (in
+                    milliseconds). Defaults
+
+                    to 500ms. With shorter values the model will respond more quickly,
+
+                    but may jump in on short pauses from the user.
+                create_response:
+                  type: boolean
+                  default: true
+                  description: |
+                    Whether or not to automatically generate a response when a VAD stop event occurs.
+                interrupt_response:
+                  type: boolean
+                  default: true
+                  description: |
+                    Whether or not to automatically interrupt any ongoing response with output to the default
+                    conversation (i.e. `conversation` of `auto`) when a VAD start event occurs.
+                idle_timeout_ms:
+                  anyOf:
+                    - type: integer
+                      minimum: 5000
+                      maximum: 30000
+                      description: >
+                        Optional timeout after which a model response will be triggered automatically. This is
+
+                        useful for situations in which a long pause from the user is unexpected, such as a
+                        phone
+
+                        call. The model will effectively prompt the user to continue the conversation based
+
+                        on the current context.
+
+
+                        The timeout value will be applied after the last model response's audio has finished
+                        playing,
+
+                        i.e. it's set to the `response.done` time plus audio playback duration.
+
+
+                        An `input_audio_buffer.timeout_triggered` event (plus events
+
+                        associated with the Response) will be emitted when the timeout is reached.
+
+                        Idle timeout is currently only supported for `server_vad` mode.
+                    - type: 'null'
+            - type: object
+              title: Semantic VAD
+              description: >-
+                Server-side semantic turn detection which uses a model to determine when the user has finished
+                speaking.
+              required:
+                - type
+              properties:
+                type:
+                  type: string
+                  const: semantic_vad
+                  description: |
+                    Type of turn detection, `semantic_vad` to turn on Semantic VAD.
+                eagerness:
+                  type: string
+                  default: auto
+                  enum:
+                    - low
+                    - medium
+                    - high
+                    - auto
+                  description: >
+                    Used only for `semantic_vad` mode. The eagerness of the model to respond. `low` will wait
+                    longer for the user to continue speaking, `high` will respond more quickly. `auto` is the
+                    default and is equivalent to `medium`. `low`, `medium`, and `high` have max timeouts of
+                    8s, 4s, and 2s respectively.
+                create_response:
+                  type: boolean
+                  default: true
+                  description: |
+                    Whether or not to automatically generate a response when a VAD stop event occurs.
+                interrupt_response:
+                  type: boolean
+                  default: true
+                  description: |
+                    Whether or not to automatically interrupt any ongoing response with output to the default
+                    conversation (i.e. `conversation` of `auto`) when a VAD start event occurs.
+        - type: 'null'
+    Reasoning:
+      type: object
+      description: |
+        **gpt-5 and o-series models only**
+
+        Configuration options for
+        [reasoning models](https://platform.openai.com/docs/guides/reasoning).
+      title: Reasoning
+      properties:
+        effort:
+          $ref: '#/components/schemas/ReasoningEffort'
+        summary:
+          anyOf:
+            - type: string
+              description: |
+                A summary of the reasoning performed by the model. This can be
+                useful for debugging and understanding the model's reasoning process.
+                One of `auto`, `concise`, or `detailed`.
+              enum:
+                - auto
+                - concise
+                - detailed
+            - type: 'null'
+        generate_summary:
+          anyOf:
+            - type: string
+              deprecated: true
+              description: |
+                **Deprecated:** use `summary` instead.
+
+                A summary of the reasoning performed by the model. This can be
+                useful for debugging and understanding the model's reasoning process.
+                One of `auto`, `concise`, or `detailed`.
+              enum:
+                - auto
+                - concise
+                - detailed
+            - type: 'null'
+    ReasoningEffort:
+      anyOf:
+        - type: string
+          enum:
+            - minimal
+            - low
+            - medium
+            - high
+          default: medium
+          description: |
+            Constrains effort on reasoning for
+            [reasoning models](https://platform.openai.com/docs/guides/reasoning).
+            Currently supported values are `minimal`, `low`, `medium`, and `high`. Reducing
+            reasoning effort can result in faster responses and fewer tokens used
+            on reasoning in a response.
+
+            Note: The `gpt-5-pro` model defaults to (and only supports) `high` reasoning effort.
+        - type: 'null'
+    ReasoningItem:
+      type: object
+      description: |
+        A description of the chain of thought used by a reasoning model while generating
+        a response. Be sure to include these items in your `input` to the Responses API
+        for subsequent turns of a conversation if you are manually
+        [managing context](https://platform.openai.com/docs/guides/conversation-state).
+      title: Reasoning
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the object. Always `reasoning`.
+          enum:
+            - reasoning
+          x-stainless-const: true
+        id:
+          type: string
+          description: |
+            The unique identifier of the reasoning content.
+        encrypted_content:
+          anyOf:
+            - type: string
+              description: |
+                The encrypted content of the reasoning item - populated when a response is
+                generated with `reasoning.encrypted_content` in the `include` parameter.
+            - type: 'null'
+        summary:
+          type: array
+          description: |
+            Reasoning summary content.
+          items:
+            $ref: '#/components/schemas/Summary'
+        content:
+          type: array
+          description: |
+            Reasoning text content.
+          items:
+            $ref: '#/components/schemas/ReasoningTextContent'
+        status:
+          type: string
+          description: |
+            The status of the item. One of `in_progress`, `completed`, or
+            `incomplete`. Populated when items are returned via API.
+          enum:
+            - in_progress
+            - completed
+            - incomplete
+      required:
+        - id
+        - summary
+        - type
+    Response:
+      title: The response object
+      allOf:
+        - $ref: '#/components/schemas/ModelResponseProperties'
+        - $ref: '#/components/schemas/ResponseProperties'
+        - type: object
+          properties:
+            id:
+              type: string
+              description: |
+                Unique identifier for this Response.
+            object:
+              type: string
+              description: |
+                The object type of this resource - always set to `response`.
+              enum:
+                - response
+              x-stainless-const: true
+            status:
+              type: string
+              description: |
+                The status of the response generation. One of `completed`, `failed`,
+                `in_progress`, `cancelled`, `queued`, or `incomplete`.
+              enum:
+                - completed
+                - failed
+                - in_progress
+                - cancelled
+                - queued
+                - incomplete
+            created_at:
+              type: number
+              description: |
+                Unix timestamp (in seconds) of when this Response was created.
+            error:
+              $ref: '#/components/schemas/ResponseError'
+            incomplete_details:
+              anyOf:
+                - type: object
+                  description: |
+                    Details about why the response is incomplete.
+                  properties:
+                    reason:
+                      type: string
+                      description: The reason why the response is incomplete.
+                      enum:
+                        - max_output_tokens
+                        - content_filter
+                - type: 'null'
+            output:
+              type: array
+              description: |
+                An array of content items generated by the model.
+
+                - The length and order of items in the `output` array is dependent
+                  on the model's response.
+                - Rather than accessing the first item in the `output` array and
+                  assuming it's an `assistant` message with the content generated by
+                  the model, you might consider using the `output_text` property where
+                  supported in SDKs.
+              items:
+                $ref: '#/components/schemas/OutputItem'
+            instructions:
+              anyOf:
+                - description: |
+                    A system (or developer) message inserted into the model's context.
+
+                    When using along with `previous_response_id`, the instructions from a previous
+                    response will not be carried over to the next response. This makes it simple
+                    to swap out system (or developer) messages in new responses.
+                  anyOf:
+                    - type: string
+                      description: |
+                        A text input to the model, equivalent to a text input with the
+                        `developer` role.
+                    - type: array
+                      title: Input item list
+                      description: |
+                        A list of one or many input items to the model, containing
+                        different content types.
+                      items:
+                        $ref: '#/components/schemas/InputItem'
+                - type: 'null'
+            output_text:
+              anyOf:
+                - type: string
+                  description: |
+                    SDK-only convenience property that contains the aggregated text output
+                    from all `output_text` items in the `output` array, if any are present.
+                    Supported in the Python and JavaScript SDKs.
+                  x-oaiSupportedSDKs:
+                    - python
+                    - javascript
+                - type: 'null'
+              x-stainless-skip: true
+            usage:
+              $ref: '#/components/schemas/ResponseUsage'
+            parallel_tool_calls:
+              type: boolean
+              description: |
+                Whether to allow the model to run tool calls in parallel.
+              default: true
+            conversation:
+              anyOf:
+                - $ref: '#/components/schemas/Conversation-2'
+                - type: 'null'
+          required:
+            - id
+            - object
+            - created_at
+            - error
+            - incomplete_details
+            - instructions
+            - model
+            - tools
+            - output
+            - parallel_tool_calls
+            - metadata
+            - tool_choice
+            - temperature
+            - top_p
+    ResponseAudioDeltaEvent:
+      type: object
+      description: Emitted when there is a partial audio response.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.audio.delta`.
+          enum:
+            - response.audio.delta
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: |
+            A sequence number for this chunk of the stream response.
+        delta:
+          type: string
+          description: |
+            A chunk of Base64 encoded response audio bytes.
+      required:
+        - type
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.audio.delta
+        group: responses
+        example: |
+          {
+            "type": "response.audio.delta",
+            "response_id": "resp_123",
+            "delta": "base64encoded...",
+            "sequence_number": 1
+          }
+    ResponseAudioDoneEvent:
+      type: object
+      description: Emitted when the audio response is complete.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.audio.done`.
+          enum:
+            - response.audio.done
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of the delta.
+      required:
+        - type
+        - sequence_number
+        - response_id
+      x-oaiMeta:
+        name: response.audio.done
+        group: responses
+        example: |
+          {
+            "type": "response.audio.done",
+            "response_id": "resp-123",
+            "sequence_number": 1
+          }
+    ResponseAudioTranscriptDeltaEvent:
+      type: object
+      description: Emitted when there is a partial transcript of audio.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.audio.transcript.delta`.
+          enum:
+            - response.audio.transcript.delta
+          x-stainless-const: true
+        delta:
+          type: string
+          description: |
+            The partial transcript of the audio response.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - response_id
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.audio.transcript.delta
+        group: responses
+        example: |
+          {
+            "type": "response.audio.transcript.delta",
+            "response_id": "resp_123",
+            "delta": " ... partial transcript ... ",
+            "sequence_number": 1
+          }
+    ResponseAudioTranscriptDoneEvent:
+      type: object
+      description: Emitted when the full audio transcript is completed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.audio.transcript.done`.
+          enum:
+            - response.audio.transcript.done
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - response_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.audio.transcript.done
+        group: responses
+        example: |
+          {
+            "type": "response.audio.transcript.done",
+            "response_id": "resp_123",
+            "sequence_number": 1
+          }
+    ResponseCodeInterpreterCallCodeDeltaEvent:
+      type: object
+      description: Emitted when a partial code snippet is streamed by the code interpreter.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `response.code_interpreter_call_code.delta`.
+          enum:
+            - response.code_interpreter_call_code.delta
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response for which the code is being streamed.
+        item_id:
+          type: string
+          description: The unique identifier of the code interpreter tool call item.
+        delta:
+          type: string
+          description: The partial code snippet being streamed by the code interpreter.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event, used to order streaming events.
+      required:
+        - type
+        - output_index
+        - item_id
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.code_interpreter_call_code.delta
+        group: responses
+        example: |
+          {
+            "type": "response.code_interpreter_call_code.delta",
+            "output_index": 0,
+            "item_id": "ci_12345",
+            "delta": "print('Hello, world')",
+            "sequence_number": 1
+          }
+    ResponseCodeInterpreterCallCodeDoneEvent:
+      type: object
+      description: Emitted when the code snippet is finalized by the code interpreter.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `response.code_interpreter_call_code.done`.
+          enum:
+            - response.code_interpreter_call_code.done
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response for which the code is finalized.
+        item_id:
+          type: string
+          description: The unique identifier of the code interpreter tool call item.
+        code:
+          type: string
+          description: The final code snippet output by the code interpreter.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event, used to order streaming events.
+      required:
+        - type
+        - output_index
+        - item_id
+        - code
+        - sequence_number
+      x-oaiMeta:
+        name: response.code_interpreter_call_code.done
+        group: responses
+        example: |
+          {
+            "type": "response.code_interpreter_call_code.done",
+            "output_index": 3,
+            "item_id": "ci_12345",
+            "code": "print('done')",
+            "sequence_number": 1
+          }
+    ResponseCodeInterpreterCallCompletedEvent:
+      type: object
+      description: Emitted when the code interpreter call is completed.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `response.code_interpreter_call.completed`.
+          enum:
+            - response.code_interpreter_call.completed
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response for which the code interpreter call is completed.
+        item_id:
+          type: string
+          description: The unique identifier of the code interpreter tool call item.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event, used to order streaming events.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.code_interpreter_call.completed
+        group: responses
+        example: |
+          {
+            "type": "response.code_interpreter_call.completed",
+            "output_index": 5,
+            "item_id": "ci_12345",
+            "sequence_number": 1
+          }
+    ResponseCodeInterpreterCallInProgressEvent:
+      type: object
+      description: Emitted when a code interpreter call is in progress.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `response.code_interpreter_call.in_progress`.
+          enum:
+            - response.code_interpreter_call.in_progress
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response for which the code interpreter call is in progress.
+        item_id:
+          type: string
+          description: The unique identifier of the code interpreter tool call item.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event, used to order streaming events.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.code_interpreter_call.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.code_interpreter_call.in_progress",
+            "output_index": 0,
+            "item_id": "ci_12345",
+            "sequence_number": 1
+          }
+    ResponseCodeInterpreterCallInterpretingEvent:
+      type: object
+      description: Emitted when the code interpreter is actively interpreting the code snippet.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `response.code_interpreter_call.interpreting`.
+          enum:
+            - response.code_interpreter_call.interpreting
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response for which the code interpreter is interpreting code.
+        item_id:
+          type: string
+          description: The unique identifier of the code interpreter tool call item.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event, used to order streaming events.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.code_interpreter_call.interpreting
+        group: responses
+        example: |
+          {
+            "type": "response.code_interpreter_call.interpreting",
+            "output_index": 4,
+            "item_id": "ci_12345",
+            "sequence_number": 1
+          }
+    ResponseCompletedEvent:
+      type: object
+      description: Emitted when the model response is complete.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.completed`.
+          enum:
+            - response.completed
+          x-stainless-const: true
+        response:
+          $ref: '#/components/schemas/Response'
+          description: |
+            Properties of the completed response.
+        sequence_number:
+          type: integer
+          description: The sequence number for this event.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.completed
+        group: responses
+        example: |
+          {
+            "type": "response.completed",
+            "response": {
+              "id": "resp_123",
+              "object": "response",
+              "created_at": 1740855869,
+              "status": "completed",
+              "error": null,
+              "incomplete_details": null,
+              "input": [],
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-mini-2024-07-18",
+              "output": [
+                {
+                  "id": "msg_123",
+                  "type": "message",
+                  "role": "assistant",
+                  "content": [
+                    {
+                      "type": "output_text",
+                      "text": "In a shimmering forest under a sky full of stars, a lonely unicorn named Lila discovered a hidden pond that glowed with moonlight. Every night, she would leave sparkling, magical flowers by the water's edge, hoping to share her beauty with others. One enchanting evening, she woke to find a group of friendly animals gathered around, eager to be friends and share in her magic.",
+                      "annotations": []
+                    }
+                  ]
+                }
+              ],
+              "previous_response_id": null,
+              "reasoning_effort": null,
+              "store": false,
+              "temperature": 1,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1,
+              "truncation": "disabled",
+              "usage": {
+                "input_tokens": 0,
+                "output_tokens": 0,
+                "output_tokens_details": {
+                  "reasoning_tokens": 0
+                },
+                "total_tokens": 0
+              },
+              "user": null,
+              "metadata": {}
+            },
+            "sequence_number": 1
+          }
+    ResponseContentPartAddedEvent:
+      type: object
+      description: Emitted when a new content part is added.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.content_part.added`.
+          enum:
+            - response.content_part.added
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the content part was added to.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the content part was added to.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that was added.
+        part:
+          $ref: '#/components/schemas/OutputContent'
+          description: |
+            The content part that was added.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - part
+        - sequence_number
+      x-oaiMeta:
+        name: response.content_part.added
+        group: responses
+        example: |
+          {
+            "type": "response.content_part.added",
+            "item_id": "msg_123",
+            "output_index": 0,
+            "content_index": 0,
+            "part": {
+              "type": "output_text",
+              "text": "",
+              "annotations": []
+            },
+            "sequence_number": 1
+          }
+    ResponseContentPartDoneEvent:
+      type: object
+      description: Emitted when a content part is done.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.content_part.done`.
+          enum:
+            - response.content_part.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the content part was added to.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the content part was added to.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that is done.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        part:
+          $ref: '#/components/schemas/OutputContent'
+          description: |
+            The content part that is done.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - part
+        - sequence_number
+      x-oaiMeta:
+        name: response.content_part.done
+        group: responses
+        example: |
+          {
+            "type": "response.content_part.done",
+            "item_id": "msg_123",
+            "output_index": 0,
+            "content_index": 0,
+            "sequence_number": 1,
+            "part": {
+              "type": "output_text",
+              "text": "In a shimmering forest under a sky full of stars, a lonely unicorn named Lila discovered a hidden pond that glowed with moonlight. Every night, she would leave sparkling, magical flowers by the water's edge, hoping to share her beauty with others. One enchanting evening, she woke to find a group of friendly animals gathered around, eager to be friends and share in her magic.",
+              "annotations": []
+            }
+          }
+    ResponseCreatedEvent:
+      type: object
+      description: |
+        An event that is emitted when a response is created.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.created`.
+          enum:
+            - response.created
+          x-stainless-const: true
+        response:
+          $ref: '#/components/schemas/Response'
+          description: |
+            The response that was created.
+        sequence_number:
+          type: integer
+          description: The sequence number for this event.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.created
+        group: responses
+        example: |
+          {
+            "type": "response.created",
+            "response": {
+              "id": "resp_67ccfcdd16748190a91872c75d38539e09e4d4aac714747c",
+              "object": "response",
+              "created_at": 1741487325,
+              "status": "in_progress",
+              "error": null,
+              "incomplete_details": null,
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-2024-08-06",
+              "output": [],
+              "parallel_tool_calls": true,
+              "previous_response_id": null,
+              "reasoning": {
+                "effort": null,
+                "summary": null
+              },
+              "store": true,
+              "temperature": 1,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1,
+              "truncation": "disabled",
+              "usage": null,
+              "user": null,
+              "metadata": {}
+            },
+            "sequence_number": 1
+          }
+    ResponseCustomToolCallInputDeltaEvent:
+      title: ResponseCustomToolCallInputDelta
+      type: object
+      description: |
+        Event representing a delta (partial update) to the input of a custom tool call.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.custom_tool_call_input.delta
+          description: The event type identifier.
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        output_index:
+          type: integer
+          description: The index of the output this delta applies to.
+        item_id:
+          type: string
+          description: Unique identifier for the API item associated with this event.
+        delta:
+          type: string
+          description: The incremental input data (delta) for the custom tool call.
+      required:
+        - type
+        - output_index
+        - item_id
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.custom_tool_call_input.delta
+        group: responses
+        example: |
+          {
+            "type": "response.custom_tool_call_input.delta",
+            "output_index": 0,
+            "item_id": "ctc_1234567890abcdef",
+            "delta": "partial input text"
+          }
+    ResponseCustomToolCallInputDoneEvent:
+      title: ResponseCustomToolCallInputDone
+      type: object
+      description: |
+        Event indicating that input for a custom tool call is complete.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.custom_tool_call_input.done
+          description: The event type identifier.
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        output_index:
+          type: integer
+          description: The index of the output this event applies to.
+        item_id:
+          type: string
+          description: Unique identifier for the API item associated with this event.
+        input:
+          type: string
+          description: The complete input data for the custom tool call.
+      required:
+        - type
+        - output_index
+        - item_id
+        - input
+        - sequence_number
+      x-oaiMeta:
+        name: response.custom_tool_call_input.done
+        group: responses
+        example: |
+          {
+            "type": "response.custom_tool_call_input.done",
+            "output_index": 0,
+            "item_id": "ctc_1234567890abcdef",
+            "input": "final complete input text"
+          }
+    ResponseError:
+      anyOf:
+        - type: object
+          description: |
+            An error object returned when the model fails to generate a Response.
+          properties:
+            code:
+              $ref: '#/components/schemas/ResponseErrorCode'
+            message:
+              type: string
+              description: |
+                A human-readable description of the error.
+          required:
+            - code
+            - message
+        - type: 'null'
+    ResponseErrorCode:
+      type: string
+      description: |
+        The error code for the response.
+      enum:
+        - server_error
+        - rate_limit_exceeded
+        - invalid_prompt
+        - vector_store_timeout
+        - invalid_image
+        - invalid_image_format
+        - invalid_base64_image
+        - invalid_image_url
+        - image_too_large
+        - image_too_small
+        - image_parse_error
+        - image_content_policy_violation
+        - invalid_image_mode
+        - image_file_too_large
+        - unsupported_image_media_type
+        - empty_image_file
+        - failed_to_download_image
+        - image_file_not_found
+    ResponseErrorEvent:
+      type: object
+      description: Emitted when an error occurs.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `error`.
+          enum:
+            - error
+          x-stainless-const: true
+        code:
+          anyOf:
+            - type: string
+              description: |
+                The error code.
+            - type: 'null'
+        message:
+          type: string
+          description: |
+            The error message.
+        param:
+          anyOf:
+            - type: string
+              description: |
+                The error parameter.
+            - type: 'null'
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - code
+        - message
+        - param
+        - sequence_number
+      x-oaiMeta:
+        name: error
+        group: responses
+        example: |
+          {
+            "type": "error",
+            "code": "ERR_SOMETHING",
+            "message": "Something went wrong",
+            "param": null,
+            "sequence_number": 1
+          }
+    ResponseFailedEvent:
+      type: object
+      description: |
+        An event that is emitted when a response fails.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.failed`.
+          enum:
+            - response.failed
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        response:
+          $ref: '#/components/schemas/Response'
+          description: |
+            The response that failed.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.failed
+        group: responses
+        example: |
+          {
+            "type": "response.failed",
+            "response": {
+              "id": "resp_123",
+              "object": "response",
+              "created_at": 1740855869,
+              "status": "failed",
+              "error": {
+                "code": "server_error",
+                "message": "The model failed to generate a response."
+              },
+              "incomplete_details": null,
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-mini-2024-07-18",
+              "output": [],
+              "previous_response_id": null,
+              "reasoning_effort": null,
+              "store": false,
+              "temperature": 1,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1,
+              "truncation": "disabled",
+              "usage": null,
+              "user": null,
+              "metadata": {}
+            }
+          }
+    ResponseFileSearchCallCompletedEvent:
+      type: object
+      description: Emitted when a file search call is completed (results found).
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.file_search_call.completed`.
+          enum:
+            - response.file_search_call.completed
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the file search call is initiated.
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the file search call is initiated.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.file_search_call.completed
+        group: responses
+        example: |
+          {
+            "type": "response.file_search_call.completed",
+            "output_index": 0,
+            "item_id": "fs_123",
+            "sequence_number": 1
+          }
+    ResponseFileSearchCallInProgressEvent:
+      type: object
+      description: Emitted when a file search call is initiated.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.file_search_call.in_progress`.
+          enum:
+            - response.file_search_call.in_progress
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the file search call is initiated.
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the file search call is initiated.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.file_search_call.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.file_search_call.in_progress",
+            "output_index": 0,
+            "item_id": "fs_123",
+            "sequence_number": 1
+          }
+    ResponseFileSearchCallSearchingEvent:
+      type: object
+      description: Emitted when a file search is currently searching.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.file_search_call.searching`.
+          enum:
+            - response.file_search_call.searching
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the file search call is searching.
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the file search call is initiated.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.file_search_call.searching
+        group: responses
+        example: |
+          {
+            "type": "response.file_search_call.searching",
+            "output_index": 0,
+            "item_id": "fs_123",
+            "sequence_number": 1
+          }
+    ResponseFormatJsonObject:
+      type: object
+      title: JSON object
+      description: |
+        JSON object response format. An older method of generating JSON responses.
+        Using `json_schema` is recommended for models that support it. Note that the
+        model will not generate JSON without a system or user message instructing it
+        to do so.
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `json_object`.
+          enum:
+            - json_object
+          x-stainless-const: true
+      required:
+        - type
+    ResponseFormatJsonSchema:
+      type: object
+      title: JSON schema
+      description: |
+        JSON Schema response format. Used to generate structured JSON responses.
+        Learn more about [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs).
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `json_schema`.
+          enum:
+            - json_schema
+          x-stainless-const: true
+        json_schema:
+          type: object
+          title: JSON schema
+          description: |
+            Structured Outputs configuration options, including a JSON Schema.
+          properties:
+            description:
+              type: string
+              description: |
+                A description of what the response format is for, used by the model to
+                determine how to respond in the format.
+            name:
+              type: string
+              description: |
+                The name of the response format. Must be a-z, A-Z, 0-9, or contain
+                underscores and dashes, with a maximum length of 64.
+            schema:
+              $ref: '#/components/schemas/ResponseFormatJsonSchemaSchema'
+            strict:
+              anyOf:
+                - type: boolean
+                  default: false
+                  description: |
+                    Whether to enable strict schema adherence when generating the output.
+                    If set to true, the model will always follow the exact schema defined
+                    in the `schema` field. Only a subset of JSON Schema is supported when
+                    `strict` is `true`. To learn more, read the [Structured Outputs
+                    guide](https://platform.openai.com/docs/guides/structured-outputs).
+                - type: 'null'
+          required:
+            - name
+      required:
+        - type
+        - json_schema
+    ResponseFormatJsonSchemaSchema:
+      type: object
+      title: JSON schema
+      description: |
+        The schema for the response format, described as a JSON Schema object.
+        Learn how to build JSON schemas [here](https://json-schema.org/).
+      additionalProperties: true
+    ResponseFormatText:
+      type: object
+      title: Text
+      description: |
+        Default response format. Used to generate text responses.
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `text`.
+          enum:
+            - text
+          x-stainless-const: true
+      required:
+        - type
+    ResponseFormatTextGrammar:
+      type: object
+      title: Text grammar
+      description: |
+        A custom grammar for the model to follow when generating text.
+        Learn more in the [custom grammars guide](https://platform.openai.com/docs/guides/custom-grammars).
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `grammar`.
+          enum:
+            - grammar
+          x-stainless-const: true
+        grammar:
+          type: string
+          description: The custom grammar for the model to follow.
+      required:
+        - type
+        - grammar
+    ResponseFormatTextPython:
+      type: object
+      title: Python grammar
+      description: |
+        Configure the model to generate valid Python code. See the
+        [custom grammars guide](https://platform.openai.com/docs/guides/custom-grammars) for more details.
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `python`.
+          enum:
+            - python
+          x-stainless-const: true
+      required:
+        - type
+    ResponseFunctionCallArgumentsDeltaEvent:
+      type: object
+      description: Emitted when there is a partial function-call arguments delta.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.function_call_arguments.delta`.
+          enum:
+            - response.function_call_arguments.delta
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the function-call arguments delta is added to.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the function-call arguments delta is added to.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        delta:
+          type: string
+          description: |
+            The function-call arguments delta that is added.
+      required:
+        - type
+        - item_id
+        - output_index
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.function_call_arguments.delta
+        group: responses
+        example: |
+          {
+            "type": "response.function_call_arguments.delta",
+            "item_id": "item-abc",
+            "output_index": 0,
+            "delta": "{ \"arg\":"
+            "sequence_number": 1
+          }
+    ResponseFunctionCallArgumentsDoneEvent:
+      type: object
+      description: Emitted when function-call arguments are finalized.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.function_call_arguments.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the item.
+        name:
+          type: string
+          description: The name of the function that was called.
+        output_index:
+          type: integer
+          description: The index of the output item.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        arguments:
+          type: string
+          description: The function-call arguments.
+      required:
+        - type
+        - item_id
+        - name
+        - output_index
+        - arguments
+        - sequence_number
+      x-oaiMeta:
+        name: response.function_call_arguments.done
+        group: responses
+        example: |
+          {
+            "type": "response.function_call_arguments.done",
+            "item_id": "item-abc",
+            "name": "get_weather",
+            "output_index": 1,
+            "arguments": "{ \"arg\": 123 }",
+            "sequence_number": 1
+          }
+    ResponseImageGenCallCompletedEvent:
+      type: object
+      title: ResponseImageGenCallCompletedEvent
+      description: |
+        Emitted when an image generation tool call has completed and the final image is available.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.image_generation_call.completed
+          description: The type of the event. Always 'response.image_generation_call.completed'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        item_id:
+          type: string
+          description: The unique identifier of the image generation item being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.image_generation_call.completed
+        group: responses
+        example: |
+          {
+            "type": "response.image_generation_call.completed",
+            "output_index": 0,
+            "item_id": "item-123",
+            "sequence_number": 1
+          }
+    ResponseImageGenCallGeneratingEvent:
+      type: object
+      title: ResponseImageGenCallGeneratingEvent
+      description: |
+        Emitted when an image generation tool call is actively generating an image (intermediate state).
+      properties:
+        type:
+          type: string
+          enum:
+            - response.image_generation_call.generating
+          description: The type of the event. Always 'response.image_generation_call.generating'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the image generation item being processed.
+        sequence_number:
+          type: integer
+          description: The sequence number of the image generation item being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.image_generation_call.generating
+        group: responses
+        example: |
+          {
+            "type": "response.image_generation_call.generating",
+            "output_index": 0,
+            "item_id": "item-123",
+            "sequence_number": 0
+          }
+    ResponseImageGenCallInProgressEvent:
+      type: object
+      title: ResponseImageGenCallInProgressEvent
+      description: |
+        Emitted when an image generation tool call is in progress.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.image_generation_call.in_progress
+          description: The type of the event. Always 'response.image_generation_call.in_progress'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the image generation item being processed.
+        sequence_number:
+          type: integer
+          description: The sequence number of the image generation item being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.image_generation_call.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.image_generation_call.in_progress",
+            "output_index": 0,
+            "item_id": "item-123",
+            "sequence_number": 0
+          }
+    ResponseImageGenCallPartialImageEvent:
+      type: object
+      title: ResponseImageGenCallPartialImageEvent
+      description: |
+        Emitted when a partial image is available during image generation streaming.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.image_generation_call.partial_image
+          description: The type of the event. Always 'response.image_generation_call.partial_image'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the image generation item being processed.
+        sequence_number:
+          type: integer
+          description: The sequence number of the image generation item being processed.
+        partial_image_index:
+          type: integer
+          description: 0-based index for the partial image (backend is 1-based, but this is 0-based for the user).
+        partial_image_b64:
+          type: string
+          description: Base64-encoded partial image data, suitable for rendering as an image.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+        - partial_image_index
+        - partial_image_b64
+      x-oaiMeta:
+        name: response.image_generation_call.partial_image
+        group: responses
+        example: |
+          {
+            "type": "response.image_generation_call.partial_image",
+            "output_index": 0,
+            "item_id": "item-123",
+            "sequence_number": 0,
+            "partial_image_index": 0,
+            "partial_image_b64": "..."
+          }
+    ResponseInProgressEvent:
+      type: object
+      description: Emitted when the response is in progress.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.in_progress`.
+          enum:
+            - response.in_progress
+          x-stainless-const: true
+        response:
+          $ref: '#/components/schemas/Response'
+          description: |
+            The response that is in progress.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.in_progress",
+            "response": {
+              "id": "resp_67ccfcdd16748190a91872c75d38539e09e4d4aac714747c",
+              "object": "response",
+              "created_at": 1741487325,
+              "status": "in_progress",
+              "error": null,
+              "incomplete_details": null,
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-2024-08-06",
+              "output": [],
+              "parallel_tool_calls": true,
+              "previous_response_id": null,
+              "reasoning": {
+                "effort": null,
+                "summary": null
+              },
+              "store": true,
+              "temperature": 1,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1,
+              "truncation": "disabled",
+              "usage": null,
+              "user": null,
+              "metadata": {}
+            },
+            "sequence_number": 1
+          }
+    ResponseIncompleteEvent:
+      type: object
+      description: |
+        An event that is emitted when a response finishes as incomplete.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.incomplete`.
+          enum:
+            - response.incomplete
+          x-stainless-const: true
+        response:
+          $ref: '#/components/schemas/Response'
+          description: |
+            The response that was incomplete.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.incomplete
+        group: responses
+        example: |
+          {
+            "type": "response.incomplete",
+            "response": {
+              "id": "resp_123",
+              "object": "response",
+              "created_at": 1740855869,
+              "status": "incomplete",
+              "error": null,
+              "incomplete_details": {
+                "reason": "max_tokens"
+              },
+              "instructions": null,
+              "max_output_tokens": null,
+              "model": "gpt-4o-mini-2024-07-18",
+              "output": [],
+              "previous_response_id": null,
+              "reasoning_effort": null,
+              "store": false,
+              "temperature": 1,
+              "text": {
+                "format": {
+                  "type": "text"
+                }
+              },
+              "tool_choice": "auto",
+              "tools": [],
+              "top_p": 1,
+              "truncation": "disabled",
+              "usage": null,
+              "user": null,
+              "metadata": {}
+            },
+            "sequence_number": 1
+          }
+    ResponseItemList:
+      type: object
+      description: A list of Response items.
+      properties:
+        object:
+          description: The type of object returned, must be `list`.
+          x-stainless-const: true
+          const: list
+        data:
+          type: array
+          description: A list of items used to generate this response.
+          items:
+            $ref: '#/components/schemas/ItemResource'
+        has_more:
+          type: boolean
+          description: Whether there are more items available.
+        first_id:
+          type: string
+          description: The ID of the first item in the list.
+        last_id:
+          type: string
+          description: The ID of the last item in the list.
+      required:
+        - object
+        - data
+        - has_more
+        - first_id
+        - last_id
+      x-oaiMeta:
+        name: The input item list
+        group: responses
+        example: |
+          {
+            "object": "list",
+            "data": [
+              {
+                "id": "msg_abc123",
+                "type": "message",
+                "role": "user",
+                "content": [
+                  {
+                    "type": "input_text",
+                    "text": "Tell me a three sentence bedtime story about a unicorn."
+                  }
+                ]
+              }
+            ],
+            "first_id": "msg_abc123",
+            "last_id": "msg_abc123",
+            "has_more": false
+          }
+    ResponseLogProb:
+      type: object
+      description: |
+        A logprob is the logarithmic probability that the model assigns to producing
+        a particular token at a given position in the sequence. Less-negative (higher)
+        logprob values indicate greater model confidence in that token choice.
+      properties:
+        token:
+          description: A possible text token.
+          type: string
+        logprob:
+          description: |
+            The log probability of this token.
+          type: number
+        top_logprobs:
+          description: |
+            The log probability of the top 20 most likely tokens.
+          type: array
+          items:
+            type: object
+            properties:
+              token:
+                description: A possible text token.
+                type: string
+              logprob:
+                description: The log probability of this token.
+                type: number
+      required:
+        - token
+        - logprob
+    ResponseMCPCallArgumentsDeltaEvent:
+      type: object
+      title: ResponseMCPCallArgumentsDeltaEvent
+      description: |
+        Emitted when there is a delta (partial update) to the arguments of an MCP tool call.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_call_arguments.delta
+          description: The type of the event. Always 'response.mcp_call_arguments.delta'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the MCP tool call item being processed.
+        delta:
+          type: string
+          description: |
+            A JSON string containing the partial update to the arguments for the MCP tool call.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - output_index
+        - item_id
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_call_arguments.delta
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_call_arguments.delta",
+            "output_index": 0,
+            "item_id": "item-abc",
+            "delta": "{",
+            "sequence_number": 1
+          }
+    ResponseMCPCallArgumentsDoneEvent:
+      type: object
+      title: ResponseMCPCallArgumentsDoneEvent
+      description: |
+        Emitted when the arguments for an MCP tool call are finalized.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_call_arguments.done
+          description: The type of the event. Always 'response.mcp_call_arguments.done'.
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the MCP tool call item being processed.
+        arguments:
+          type: string
+          description: |
+            A JSON string containing the finalized arguments for the MCP tool call.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - output_index
+        - item_id
+        - arguments
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_call_arguments.done
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_call_arguments.done",
+            "output_index": 0,
+            "item_id": "item-abc",
+            "arguments": "{\"arg1\": \"value1\", \"arg2\": \"value2\"}",
+            "sequence_number": 1
+          }
+    ResponseMCPCallCompletedEvent:
+      type: object
+      title: ResponseMCPCallCompletedEvent
+      description: |
+        Emitted when an MCP  tool call has completed successfully.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_call.completed
+          description: The type of the event. Always 'response.mcp_call.completed'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item that completed.
+        output_index:
+          type: integer
+          description: The index of the output item that completed.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_call.completed
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_call.completed",
+            "sequence_number": 1,
+            "item_id": "mcp_682d437d90a88191bf88cd03aae0c3e503937d5f622d7a90",
+            "output_index": 0
+          }
+    ResponseMCPCallFailedEvent:
+      type: object
+      title: ResponseMCPCallFailedEvent
+      description: |
+        Emitted when an MCP  tool call has failed.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_call.failed
+          description: The type of the event. Always 'response.mcp_call.failed'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item that failed.
+        output_index:
+          type: integer
+          description: The index of the output item that failed.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_call.failed
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_call.failed",
+            "sequence_number": 1,
+            "item_id": "mcp_682d437d90a88191bf88cd03aae0c3e503937d5f622d7a90",
+            "output_index": 0
+          }
+    ResponseMCPCallInProgressEvent:
+      type: object
+      title: ResponseMCPCallInProgressEvent
+      description: |
+        Emitted when an MCP  tool call is in progress.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_call.in_progress
+          description: The type of the event. Always 'response.mcp_call.in_progress'.
+          x-stainless-const: true
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        item_id:
+          type: string
+          description: The unique identifier of the MCP tool call item being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_call.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_call.in_progress",
+            "sequence_number": 1,
+            "output_index": 0,
+            "item_id": "mcp_682d437d90a88191bf88cd03aae0c3e503937d5f622d7a90"
+          }
+    ResponseMCPListToolsCompletedEvent:
+      type: object
+      title: ResponseMCPListToolsCompletedEvent
+      description: |
+        Emitted when the list of available MCP tools has been successfully retrieved.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_list_tools.completed
+          description: The type of the event. Always 'response.mcp_list_tools.completed'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item that produced this output.
+        output_index:
+          type: integer
+          description: The index of the output item that was processed.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_list_tools.completed
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_list_tools.completed",
+            "sequence_number": 1,
+            "output_index": 0,
+            "item_id": "mcpl_682d4379df088191886b70f4ec39f90403937d5f622d7a90"
+          }
+    ResponseMCPListToolsFailedEvent:
+      type: object
+      title: ResponseMCPListToolsFailedEvent
+      description: |
+        Emitted when the attempt to list available MCP tools has failed.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_list_tools.failed
+          description: The type of the event. Always 'response.mcp_list_tools.failed'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item that failed.
+        output_index:
+          type: integer
+          description: The index of the output item that failed.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_list_tools.failed
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_list_tools.failed",
+            "sequence_number": 1,
+            "output_index": 0,
+            "item_id": "mcpl_682d4379df088191886b70f4ec39f90403937d5f622d7a90"
+          }
+    ResponseMCPListToolsInProgressEvent:
+      type: object
+      title: ResponseMCPListToolsInProgressEvent
+      description: |
+        Emitted when the system is in the process of retrieving the list of available MCP tools.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.mcp_list_tools.in_progress
+          description: The type of the event. Always 'response.mcp_list_tools.in_progress'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The ID of the MCP tool call item that is being processed.
+        output_index:
+          type: integer
+          description: The index of the output item that is being processed.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - sequence_number
+      x-oaiMeta:
+        name: response.mcp_list_tools.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.mcp_list_tools.in_progress",
+            "sequence_number": 1,
+            "output_index": 0,
+            "item_id": "mcpl_682d4379df088191886b70f4ec39f90403937d5f622d7a90"
+          }
+    ResponseModalities:
+      anyOf:
+        - type: array
+          description: >
+            Output types that you would like the model to generate.
+
+            Most models are capable of generating text, which is the default:
+
+
+            `["text"]`
+
+
+            The `gpt-4o-audio-preview` model can also be used to
+
+            [generate audio](https://platform.openai.com/docs/guides/audio). To request that this model
+            generate
+
+            both text and audio responses, you can use:
+
+
+            `["text", "audio"]`
+          items:
+            type: string
+            enum:
+              - text
+              - audio
+        - type: 'null'
+    ResponseOutputItemAddedEvent:
+      type: object
+      description: Emitted when a new output item is added.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.output_item.added`.
+          enum:
+            - response.output_item.added
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that was added.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+        item:
+          $ref: '#/components/schemas/OutputItem'
+          description: |
+            The output item that was added.
+      required:
+        - type
+        - output_index
+        - item
+        - sequence_number
+      x-oaiMeta:
+        name: response.output_item.added
+        group: responses
+        example: |
+          {
+            "type": "response.output_item.added",
+            "output_index": 0,
+            "item": {
+              "id": "msg_123",
+              "status": "in_progress",
+              "type": "message",
+              "role": "assistant",
+              "content": []
+            },
+            "sequence_number": 1
+          }
+    ResponseOutputItemDoneEvent:
+      type: object
+      description: Emitted when an output item is marked done.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.output_item.done`.
+          enum:
+            - response.output_item.done
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that was marked done.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+        item:
+          $ref: '#/components/schemas/OutputItem'
+          description: |
+            The output item that was marked done.
+      required:
+        - type
+        - output_index
+        - item
+        - sequence_number
+      x-oaiMeta:
+        name: response.output_item.done
+        group: responses
+        example: |
+          {
+            "type": "response.output_item.done",
+            "output_index": 0,
+            "item": {
+              "id": "msg_123",
+              "status": "completed",
+              "type": "message",
+              "role": "assistant",
+              "content": [
+                {
+                  "type": "output_text",
+                  "text": "In a shimmering forest under a sky full of stars, a lonely unicorn named Lila discovered a hidden pond that glowed with moonlight. Every night, she would leave sparkling, magical flowers by the water's edge, hoping to share her beauty with others. One enchanting evening, she woke to find a group of friendly animals gathered around, eager to be friends and share in her magic.",
+                  "annotations": []
+                }
+              ]
+            },
+            "sequence_number": 1
+          }
+    ResponseOutputTextAnnotationAddedEvent:
+      type: object
+      title: ResponseOutputTextAnnotationAddedEvent
+      description: |
+        Emitted when an annotation is added to output text content.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.output_text.annotation.added
+          description: The type of the event. Always 'response.output_text.annotation.added'.
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: The unique identifier of the item to which the annotation is being added.
+        output_index:
+          type: integer
+          description: The index of the output item in the response's output array.
+        content_index:
+          type: integer
+          description: The index of the content part within the output item.
+        annotation_index:
+          type: integer
+          description: The index of the annotation within the content part.
+        sequence_number:
+          type: integer
+          description: The sequence number of this event.
+        annotation:
+          type: object
+          description: The annotation object being added. (See annotation schema for details.)
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - annotation_index
+        - annotation
+        - sequence_number
+      x-oaiMeta:
+        name: response.output_text.annotation.added
+        group: responses
+        example: |
+          {
+            "type": "response.output_text.annotation.added",
+            "item_id": "item-abc",
+            "output_index": 0,
+            "content_index": 0,
+            "annotation_index": 0,
+            "annotation": {
+              "type": "text_annotation",
+              "text": "This is a test annotation",
+              "start": 0,
+              "end": 10
+            },
+            "sequence_number": 1
+          }
+    ResponsePromptVariables:
+      anyOf:
+        - type: object
+          title: Prompt Variables
+          description: |
+            Optional map of values to substitute in for variables in your
+            prompt. The substitution values can either be strings, or other
+            Response input types like images or files.
+          x-oaiExpandable: true
+          x-oaiTypeLabel: map
+          additionalProperties:
+            x-oaiExpandable: true
+            x-oaiTypeLabel: map
+            anyOf:
+              - type: string
+              - $ref: '#/components/schemas/InputTextContent'
+              - $ref: '#/components/schemas/InputImageContent'
+              - $ref: '#/components/schemas/InputFileContent'
+        - type: 'null'
+    ResponseProperties:
+      type: object
+      properties:
+        previous_response_id:
+          anyOf:
+            - type: string
+              description: >
+                The unique ID of the previous response to the model. Use this to
+
+                create multi-turn conversations. Learn more about
+
+                [conversation state](https://platform.openai.com/docs/guides/conversation-state). Cannot be
+                used in conjunction with `conversation`.
+            - type: 'null'
+        model:
+          description: >
+            Model ID used to generate the response, like `gpt-4o` or `o3`. OpenAI
+
+            offers a wide range of models with different capabilities, performance
+
+            characteristics, and price points. Refer to the [model
+            guide](https://platform.openai.com/docs/models)
+
+            to browse and compare available models.
+          $ref: '#/components/schemas/ModelIdsResponses'
+        reasoning:
+          anyOf:
+            - $ref: '#/components/schemas/Reasoning'
+            - type: 'null'
+        background:
+          anyOf:
+            - type: boolean
+              description: |
+                Whether to run the model response in the background.
+                [Learn more](https://platform.openai.com/docs/guides/background).
+              default: false
+            - type: 'null'
+        max_output_tokens:
+          anyOf:
+            - description: >
+                An upper bound for the number of tokens that can be generated for a response, including
+                visible output tokens and [reasoning
+                tokens](https://platform.openai.com/docs/guides/reasoning).
+              type: integer
+            - type: 'null'
+        max_tool_calls:
+          anyOf:
+            - description: >
+                The maximum number of total calls to built-in tools that can be processed in a response. This
+                maximum number applies across all built-in tool calls, not per individual tool. Any further
+                attempts to call a tool by the model will be ignored.
+              type: integer
+            - type: 'null'
+        text:
+          $ref: '#/components/schemas/ResponseTextParam'
+        tools:
+          $ref: '#/components/schemas/ToolsArray'
+        tool_choice:
+          $ref: '#/components/schemas/ToolChoiceParam'
+        prompt:
+          $ref: '#/components/schemas/Prompt'
+        truncation:
+          anyOf:
+            - type: string
+              description: |
+                The truncation strategy to use for the model response.
+                - `auto`: If the input to this Response exceeds
+                  the model's context window size, the model will truncate the
+                  response to fit the context window by dropping items from the beginning of the conversation.
+                - `disabled` (default): If the input size will exceed the context window
+                  size for a model, the request will fail with a 400 error.
+              enum:
+                - auto
+                - disabled
+              default: disabled
+            - type: 'null'
+    ResponseQueuedEvent:
+      type: object
+      title: ResponseQueuedEvent
+      description: |
+        Emitted when a response is queued and waiting to be processed.
+      properties:
+        type:
+          type: string
+          enum:
+            - response.queued
+          description: The type of the event. Always 'response.queued'.
+          x-stainless-const: true
+        response:
+          $ref: '#/components/schemas/Response'
+          description: The full response object that is queued.
+        sequence_number:
+          type: integer
+          description: The sequence number for this event.
+      required:
+        - type
+        - response
+        - sequence_number
+      x-oaiMeta:
+        name: response.queued
+        group: responses
+        example: |
+          {
+            "type": "response.queued",
+            "response": {
+              "id": "res_123",
+              "status": "queued",
+              "created_at": "2021-01-01T00:00:00Z",
+              "updated_at": "2021-01-01T00:00:00Z"
+            },
+            "sequence_number": 1
+          }
+    ResponseReasoningSummaryPartAddedEvent:
+      type: object
+      description: Emitted when a new reasoning summary part is added.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_summary_part.added`.
+          enum:
+            - response.reasoning_summary_part.added
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this summary part is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this summary part is associated with.
+        summary_index:
+          type: integer
+          description: |
+            The index of the summary part within the reasoning summary.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+        part:
+          type: object
+          description: |
+            The summary part that was added.
+          properties:
+            type:
+              type: string
+              description: The type of the summary part. Always `summary_text`.
+              enum:
+                - summary_text
+              x-stainless-const: true
+            text:
+              type: string
+              description: The text of the summary part.
+          required:
+            - type
+            - text
+      required:
+        - type
+        - item_id
+        - output_index
+        - summary_index
+        - part
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_summary_part.added
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_summary_part.added",
+            "item_id": "rs_6806bfca0b2481918a5748308061a2600d3ce51bdffd5476",
+            "output_index": 0,
+            "summary_index": 0,
+            "part": {
+              "type": "summary_text",
+              "text": ""
+            },
+            "sequence_number": 1
+          }
+    ResponseReasoningSummaryPartDoneEvent:
+      type: object
+      description: Emitted when a reasoning summary part is completed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_summary_part.done`.
+          enum:
+            - response.reasoning_summary_part.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this summary part is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this summary part is associated with.
+        summary_index:
+          type: integer
+          description: |
+            The index of the summary part within the reasoning summary.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+        part:
+          type: object
+          description: |
+            The completed summary part.
+          properties:
+            type:
+              type: string
+              description: The type of the summary part. Always `summary_text`.
+              enum:
+                - summary_text
+              x-stainless-const: true
+            text:
+              type: string
+              description: The text of the summary part.
+          required:
+            - type
+            - text
+      required:
+        - type
+        - item_id
+        - output_index
+        - summary_index
+        - part
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_summary_part.done
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_summary_part.done",
+            "item_id": "rs_6806bfca0b2481918a5748308061a2600d3ce51bdffd5476",
+            "output_index": 0,
+            "summary_index": 0,
+            "part": {
+              "type": "summary_text",
+              "text": "**Responding to a greeting**\n\nThe user just said, \"Hello!\" So, it seems I need to engage. I'll greet them back and offer help since they're looking to chat. I could say something like, \"Hello! How can I assist you today?\" That feels friendly and open. They didn't ask a specific question, so this approach will work well for starting a conversation. Let's see where it goes from there!"
+            },
+            "sequence_number": 1
+          }
+    ResponseReasoningSummaryTextDeltaEvent:
+      type: object
+      description: Emitted when a delta is added to a reasoning summary text.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_summary_text.delta`.
+          enum:
+            - response.reasoning_summary_text.delta
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this summary text delta is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this summary text delta is associated with.
+        summary_index:
+          type: integer
+          description: |
+            The index of the summary part within the reasoning summary.
+        delta:
+          type: string
+          description: |
+            The text delta that was added to the summary.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - summary_index
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_summary_text.delta
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_summary_text.delta",
+            "item_id": "rs_6806bfca0b2481918a5748308061a2600d3ce51bdffd5476",
+            "output_index": 0,
+            "summary_index": 0,
+            "delta": "**Responding to a greeting**\n\nThe user just said, \"Hello!\" So, it seems I need to engage. I'll greet them back and offer help since they're looking to chat. I could say something like, \"Hello! How can I assist you today?\" That feels friendly and open. They didn't ask a specific question, so this approach will work well for starting a conversation. Let's see where it goes from there!",
+            "sequence_number": 1
+          }
+    ResponseReasoningSummaryTextDoneEvent:
+      type: object
+      description: Emitted when a reasoning summary text is completed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_summary_text.done`.
+          enum:
+            - response.reasoning_summary_text.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this summary text is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this summary text is associated with.
+        summary_index:
+          type: integer
+          description: |
+            The index of the summary part within the reasoning summary.
+        text:
+          type: string
+          description: |
+            The full text of the completed reasoning summary.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - summary_index
+        - text
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_summary_text.done
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_summary_text.done",
+            "item_id": "rs_6806bfca0b2481918a5748308061a2600d3ce51bdffd5476",
+            "output_index": 0,
+            "summary_index": 0,
+            "text": "**Responding to a greeting**\n\nThe user just said, \"Hello!\" So, it seems I need to engage. I'll greet them back and offer help since they're looking to chat. I could say something like, \"Hello! How can I assist you today?\" That feels friendly and open. They didn't ask a specific question, so this approach will work well for starting a conversation. Let's see where it goes from there!",
+            "sequence_number": 1
+          }
+    ResponseReasoningTextDeltaEvent:
+      type: object
+      description: Emitted when a delta is added to a reasoning text.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_text.delta`.
+          enum:
+            - response.reasoning_text.delta
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this reasoning text delta is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this reasoning text delta is associated with.
+        content_index:
+          type: integer
+          description: |
+            The index of the reasoning content part this delta is associated with.
+        delta:
+          type: string
+          description: |
+            The text delta that was added to the reasoning content.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_text.delta
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_text.delta",
+            "item_id": "rs_123",
+            "output_index": 0,
+            "content_index": 0,
+            "delta": "The",
+            "sequence_number": 1
+          }
+    ResponseReasoningTextDoneEvent:
+      type: object
+      description: Emitted when a reasoning text is completed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.reasoning_text.done`.
+          enum:
+            - response.reasoning_text.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the item this reasoning text is associated with.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item this reasoning text is associated with.
+        content_index:
+          type: integer
+          description: |
+            The index of the reasoning content part.
+        text:
+          type: string
+          description: |
+            The full text of the completed reasoning content.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - text
+        - sequence_number
+      x-oaiMeta:
+        name: response.reasoning_text.done
+        group: responses
+        example: |
+          {
+            "type": "response.reasoning_text.done",
+            "item_id": "rs_123",
+            "output_index": 0,
+            "content_index": 0,
+            "text": "The user is asking...",
+            "sequence_number": 4
+          }
+    ResponseRefusalDeltaEvent:
+      type: object
+      description: Emitted when there is a partial refusal text.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.refusal.delta`.
+          enum:
+            - response.refusal.delta
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the refusal text is added to.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the refusal text is added to.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that the refusal text is added to.
+        delta:
+          type: string
+          description: |
+            The refusal text that is added.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - delta
+        - sequence_number
+      x-oaiMeta:
+        name: response.refusal.delta
+        group: responses
+        example: |
+          {
+            "type": "response.refusal.delta",
+            "item_id": "msg_123",
+            "output_index": 0,
+            "content_index": 0,
+            "delta": "refusal text so far",
+            "sequence_number": 1
+          }
+    ResponseRefusalDoneEvent:
+      type: object
+      description: Emitted when refusal text is finalized.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.refusal.done`.
+          enum:
+            - response.refusal.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the refusal text is finalized.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the refusal text is finalized.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that the refusal text is finalized.
+        refusal:
+          type: string
+          description: |
+            The refusal text that is finalized.
+        sequence_number:
+          type: integer
+          description: |
+            The sequence number of this event.
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - refusal
+        - sequence_number
+      x-oaiMeta:
+        name: response.refusal.done
+        group: responses
+        example: |
+          {
+            "type": "response.refusal.done",
+            "item_id": "item-abc",
+            "output_index": 1,
+            "content_index": 2,
+            "refusal": "final refusal text",
+            "sequence_number": 1
+          }
+    ResponseStreamEvent:
+      anyOf:
+        - $ref: '#/components/schemas/ResponseAudioDeltaEvent'
+        - $ref: '#/components/schemas/ResponseAudioDoneEvent'
+        - $ref: '#/components/schemas/ResponseAudioTranscriptDeltaEvent'
+        - $ref: '#/components/schemas/ResponseAudioTranscriptDoneEvent'
+        - $ref: '#/components/schemas/ResponseCodeInterpreterCallCodeDeltaEvent'
+        - $ref: '#/components/schemas/ResponseCodeInterpreterCallCodeDoneEvent'
+        - $ref: '#/components/schemas/ResponseCodeInterpreterCallCompletedEvent'
+        - $ref: '#/components/schemas/ResponseCodeInterpreterCallInProgressEvent'
+        - $ref: '#/components/schemas/ResponseCodeInterpreterCallInterpretingEvent'
+        - $ref: '#/components/schemas/ResponseCompletedEvent'
+        - $ref: '#/components/schemas/ResponseContentPartAddedEvent'
+        - $ref: '#/components/schemas/ResponseContentPartDoneEvent'
+        - $ref: '#/components/schemas/ResponseCreatedEvent'
+        - $ref: '#/components/schemas/ResponseErrorEvent'
+        - $ref: '#/components/schemas/ResponseFileSearchCallCompletedEvent'
+        - $ref: '#/components/schemas/ResponseFileSearchCallInProgressEvent'
+        - $ref: '#/components/schemas/ResponseFileSearchCallSearchingEvent'
+        - $ref: '#/components/schemas/ResponseFunctionCallArgumentsDeltaEvent'
+        - $ref: '#/components/schemas/ResponseFunctionCallArgumentsDoneEvent'
+        - $ref: '#/components/schemas/ResponseInProgressEvent'
+        - $ref: '#/components/schemas/ResponseFailedEvent'
+        - $ref: '#/components/schemas/ResponseIncompleteEvent'
+        - $ref: '#/components/schemas/ResponseOutputItemAddedEvent'
+        - $ref: '#/components/schemas/ResponseOutputItemDoneEvent'
+        - $ref: '#/components/schemas/ResponseReasoningSummaryPartAddedEvent'
+        - $ref: '#/components/schemas/ResponseReasoningSummaryPartDoneEvent'
+        - $ref: '#/components/schemas/ResponseReasoningSummaryTextDeltaEvent'
+        - $ref: '#/components/schemas/ResponseReasoningSummaryTextDoneEvent'
+        - $ref: '#/components/schemas/ResponseReasoningTextDeltaEvent'
+        - $ref: '#/components/schemas/ResponseReasoningTextDoneEvent'
+        - $ref: '#/components/schemas/ResponseRefusalDeltaEvent'
+        - $ref: '#/components/schemas/ResponseRefusalDoneEvent'
+        - $ref: '#/components/schemas/ResponseTextDeltaEvent'
+        - $ref: '#/components/schemas/ResponseTextDoneEvent'
+        - $ref: '#/components/schemas/ResponseWebSearchCallCompletedEvent'
+        - $ref: '#/components/schemas/ResponseWebSearchCallInProgressEvent'
+        - $ref: '#/components/schemas/ResponseWebSearchCallSearchingEvent'
+        - $ref: '#/components/schemas/ResponseImageGenCallCompletedEvent'
+        - $ref: '#/components/schemas/ResponseImageGenCallGeneratingEvent'
+        - $ref: '#/components/schemas/ResponseImageGenCallInProgressEvent'
+        - $ref: '#/components/schemas/ResponseImageGenCallPartialImageEvent'
+        - $ref: '#/components/schemas/ResponseMCPCallArgumentsDeltaEvent'
+        - $ref: '#/components/schemas/ResponseMCPCallArgumentsDoneEvent'
+        - $ref: '#/components/schemas/ResponseMCPCallCompletedEvent'
+        - $ref: '#/components/schemas/ResponseMCPCallFailedEvent'
+        - $ref: '#/components/schemas/ResponseMCPCallInProgressEvent'
+        - $ref: '#/components/schemas/ResponseMCPListToolsCompletedEvent'
+        - $ref: '#/components/schemas/ResponseMCPListToolsFailedEvent'
+        - $ref: '#/components/schemas/ResponseMCPListToolsInProgressEvent'
+        - $ref: '#/components/schemas/ResponseOutputTextAnnotationAddedEvent'
+        - $ref: '#/components/schemas/ResponseQueuedEvent'
+        - $ref: '#/components/schemas/ResponseCustomToolCallInputDeltaEvent'
+        - $ref: '#/components/schemas/ResponseCustomToolCallInputDoneEvent'
+      discriminator:
+        propertyName: type
+    ResponseStreamOptions:
+      anyOf:
+        - description: |
+            Options for streaming responses. Only set this when you set `stream: true`.
+          type: object
+          properties:
+            include_obfuscation:
+              type: boolean
+              description: |
+                When true, stream obfuscation will be enabled. Stream obfuscation adds
+                random characters to an `obfuscation` field on streaming delta events to
+                normalize payload sizes as a mitigation to certain side-channel attacks.
+                These obfuscation fields are included by default, but add a small amount
+                of overhead to the data stream. You can set `include_obfuscation` to
+                false to optimize for bandwidth if you trust the network links between
+                your application and the OpenAI API.
+        - type: 'null'
+    ResponseTextDeltaEvent:
+      type: object
+      description: Emitted when there is an additional text delta.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.output_text.delta`.
+          enum:
+            - response.output_text.delta
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the text delta was added to.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the text delta was added to.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that the text delta was added to.
+        delta:
+          type: string
+          description: |
+            The text delta that was added.
+        sequence_number:
+          type: integer
+          description: The sequence number for this event.
+        logprobs:
+          type: array
+          description: |
+            The log probabilities of the tokens in the delta.
+          items:
+            $ref: '#/components/schemas/ResponseLogProb'
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - delta
+        - sequence_number
+        - logprobs
+      x-oaiMeta:
+        name: response.output_text.delta
+        group: responses
+        example: |
+          {
+            "type": "response.output_text.delta",
+            "item_id": "msg_123",
+            "output_index": 0,
+            "content_index": 0,
+            "delta": "In",
+            "sequence_number": 1
+          }
+    ResponseTextDoneEvent:
+      type: object
+      description: Emitted when text content is finalized.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.output_text.done`.
+          enum:
+            - response.output_text.done
+          x-stainless-const: true
+        item_id:
+          type: string
+          description: |
+            The ID of the output item that the text content is finalized.
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the text content is finalized.
+        content_index:
+          type: integer
+          description: |
+            The index of the content part that the text content is finalized.
+        text:
+          type: string
+          description: |
+            The text content that is finalized.
+        sequence_number:
+          type: integer
+          description: The sequence number for this event.
+        logprobs:
+          type: array
+          description: |
+            The log probabilities of the tokens in the delta.
+          items:
+            $ref: '#/components/schemas/ResponseLogProb'
+      required:
+        - type
+        - item_id
+        - output_index
+        - content_index
+        - text
+        - sequence_number
+        - logprobs
+      x-oaiMeta:
+        name: response.output_text.done
+        group: responses
+        example: |
+          {
+            "type": "response.output_text.done",
+            "item_id": "msg_123",
+            "output_index": 0,
+            "content_index": 0,
+            "text": "In a shimmering forest under a sky full of stars, a lonely unicorn named Lila discovered a hidden pond that glowed with moonlight. Every night, she would leave sparkling, magical flowers by the water's edge, hoping to share her beauty with others. One enchanting evening, she woke to find a group of friendly animals gathered around, eager to be friends and share in her magic.",
+            "sequence_number": 1
+          }
+    ResponseTextParam:
+      type: object
+      description: |
+        Configuration options for a text response from the model. Can be plain
+        text or structured JSON data. Learn more:
+        - [Text inputs and outputs](https://platform.openai.com/docs/guides/text)
+        - [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs)
+      properties:
+        format:
+          $ref: '#/components/schemas/TextResponseFormatConfiguration'
+        verbosity:
+          $ref: '#/components/schemas/Verbosity'
+    ResponseUsage:
+      type: object
+      description: |
+        Represents token usage details including input tokens, output tokens,
+        a breakdown of output tokens, and the total tokens used.
+      properties:
+        input_tokens:
+          type: integer
+          description: The number of input tokens.
+        input_tokens_details:
+          type: object
+          description: A detailed breakdown of the input tokens.
+          properties:
+            cached_tokens:
+              type: integer
+              description: |
+                The number of tokens that were retrieved from the cache.
+                [More on prompt caching](https://platform.openai.com/docs/guides/prompt-caching).
+          required:
+            - cached_tokens
+        output_tokens:
+          type: integer
+          description: The number of output tokens.
+        output_tokens_details:
+          type: object
+          description: A detailed breakdown of the output tokens.
+          properties:
+            reasoning_tokens:
+              type: integer
+              description: The number of reasoning tokens.
+          required:
+            - reasoning_tokens
+        total_tokens:
+          type: integer
+          description: The total number of tokens used.
+      required:
+        - input_tokens
+        - input_tokens_details
+        - output_tokens
+        - output_tokens_details
+        - total_tokens
+    ResponseWebSearchCallCompletedEvent:
+      type: object
+      description: Emitted when a web search call is completed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.web_search_call.completed`.
+          enum:
+            - response.web_search_call.completed
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the web search call is associated with.
+        item_id:
+          type: string
+          description: |
+            Unique ID for the output item associated with the web search call.
+        sequence_number:
+          type: integer
+          description: The sequence number of the web search call being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.web_search_call.completed
+        group: responses
+        example: |
+          {
+            "type": "response.web_search_call.completed",
+            "output_index": 0,
+            "item_id": "ws_123",
+            "sequence_number": 0
+          }
+    ResponseWebSearchCallInProgressEvent:
+      type: object
+      description: Emitted when a web search call is initiated.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.web_search_call.in_progress`.
+          enum:
+            - response.web_search_call.in_progress
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the web search call is associated with.
+        item_id:
+          type: string
+          description: |
+            Unique ID for the output item associated with the web search call.
+        sequence_number:
+          type: integer
+          description: The sequence number of the web search call being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.web_search_call.in_progress
+        group: responses
+        example: |
+          {
+            "type": "response.web_search_call.in_progress",
+            "output_index": 0,
+            "item_id": "ws_123",
+            "sequence_number": 0
+          }
+    ResponseWebSearchCallSearchingEvent:
+      type: object
+      description: Emitted when a web search call is executing.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.web_search_call.searching`.
+          enum:
+            - response.web_search_call.searching
+          x-stainless-const: true
+        output_index:
+          type: integer
+          description: |
+            The index of the output item that the web search call is associated with.
+        item_id:
+          type: string
+          description: |
+            Unique ID for the output item associated with the web search call.
+        sequence_number:
+          type: integer
+          description: The sequence number of the web search call being processed.
+      required:
+        - type
+        - output_index
+        - item_id
+        - sequence_number
+      x-oaiMeta:
+        name: response.web_search_call.searching
+        group: responses
+        example: |
+          {
+            "type": "response.web_search_call.searching",
+            "output_index": 0,
+            "item_id": "ws_123",
+            "sequence_number": 0
+          }
+    RunCompletionUsage:
+      anyOf:
+        - type: object
+          description: >-
+            Usage statistics related to the run. This value will be `null` if the run is not in a terminal
+            state (i.e. `in_progress`, `queued`, etc.).
+          properties:
+            completion_tokens:
+              type: integer
+              description: Number of completion tokens used over the course of the run.
+            prompt_tokens:
+              type: integer
+              description: Number of prompt tokens used over the course of the run.
+            total_tokens:
+              type: integer
+              description: Total number of tokens used (prompt + completion).
+          required:
+            - prompt_tokens
+            - completion_tokens
+            - total_tokens
+        - type: 'null'
+    RunGraderRequest:
+      type: object
+      title: RunGraderRequest
+      properties:
+        grader:
+          type: object
+          description: The grader used for the fine-tuning job.
+          anyOf:
+            - $ref: '#/components/schemas/GraderStringCheck'
+            - $ref: '#/components/schemas/GraderTextSimilarity'
+            - $ref: '#/components/schemas/GraderPython'
+            - $ref: '#/components/schemas/GraderScoreModel'
+            - $ref: '#/components/schemas/GraderMulti'
+          discriminator:
+            propertyName: type
+        item:
+          type: object
+          description: >
+            The dataset item provided to the grader. This will be used to populate
+
+            the `item` namespace. See [the guide](https://platform.openai.com/docs/guides/graders) for more
+            details.
+        model_sample:
+          type: string
+          description: >
+            The model sample to be evaluated. This value will be used to populate
+
+            the `sample` namespace. See [the guide](https://platform.openai.com/docs/guides/graders) for more
+            details.
+
+            The `output_json` variable will be populated if the model sample is a
+
+            valid JSON string.
+
+      required:
+        - grader
+        - model_sample
+    RunGraderResponse:
+      type: object
+      properties:
+        reward:
+          type: number
+        metadata:
+          type: object
+          properties:
+            name:
+              type: string
+            type:
+              type: string
+            errors:
+              type: object
+              properties:
+                formula_parse_error:
+                  type: boolean
+                sample_parse_error:
+                  type: boolean
+                truncated_observation_error:
+                  type: boolean
+                unresponsive_reward_error:
+                  type: boolean
+                invalid_variable_error:
+                  type: boolean
+                other_error:
+                  type: boolean
+                python_grader_server_error:
+                  type: boolean
+                python_grader_server_error_type:
+                  anyOf:
+                    - type: string
+                    - type: 'null'
+                python_grader_runtime_error:
+                  type: boolean
+                python_grader_runtime_error_details:
+                  anyOf:
+                    - type: string
+                    - type: 'null'
+                model_grader_server_error:
+                  type: boolean
+                model_grader_refusal_error:
+                  type: boolean
+                model_grader_parse_error:
+                  type: boolean
+                model_grader_server_error_details:
+                  anyOf:
+                    - type: string
+                    - type: 'null'
+              required:
+                - formula_parse_error
+                - sample_parse_error
+                - truncated_observation_error
+                - unresponsive_reward_error
+                - invalid_variable_error
+                - other_error
+                - python_grader_server_error
+                - python_grader_server_error_type
+                - python_grader_runtime_error
+                - python_grader_runtime_error_details
+                - model_grader_server_error
+                - model_grader_refusal_error
+                - model_grader_parse_error
+                - model_grader_server_error_details
+            execution_time:
+              type: number
+            scores:
+              type: object
+              additionalProperties: {}
+            token_usage:
+              anyOf:
+                - type: integer
+                - type: 'null'
+            sampled_model_name:
+              anyOf:
+                - type: string
+                - type: 'null'
+          required:
+            - name
+            - type
+            - errors
+            - execution_time
+            - scores
+            - token_usage
+            - sampled_model_name
+        sub_rewards:
+          type: object
+          additionalProperties: {}
+        model_grader_token_usage_per_model:
+          type: object
+          additionalProperties: {}
+      required:
+        - reward
+        - metadata
+        - sub_rewards
+        - model_grader_token_usage_per_model
+    RunObject:
+      type: object
+      title: A run on a thread
+      description: Represents an execution run on a [thread](https://platform.openai.com/docs/api-reference/threads).
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread.run`.
+          type: string
+          enum:
+            - thread.run
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the run was created.
+          type: integer
+        thread_id:
+          description: >-
+            The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) that was executed
+            on as a part of this run.
+          type: string
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) used for
+            execution of this run.
+          type: string
+        status:
+          $ref: '#/components/schemas/RunStatus'
+        required_action:
+          type: object
+          description: Details on the action required to continue the run. Will be `null` if no action is required.
+          nullable: true
+          properties:
+            type:
+              description: For now, this is always `submit_tool_outputs`.
+              type: string
+              enum:
+                - submit_tool_outputs
+              x-stainless-const: true
+            submit_tool_outputs:
+              type: object
+              description: Details on the tool outputs needed for this run to continue.
+              properties:
+                tool_calls:
+                  type: array
+                  description: A list of the relevant tool calls.
+                  items:
+                    $ref: '#/components/schemas/RunToolCallObject'
+              required:
+                - tool_calls
+          required:
+            - type
+            - submit_tool_outputs
+        last_error:
+          type: object
+          description: The last error associated with this run. Will be `null` if there are no errors.
+          nullable: true
+          properties:
+            code:
+              type: string
+              description: One of `server_error`, `rate_limit_exceeded`, or `invalid_prompt`.
+              enum:
+                - server_error
+                - rate_limit_exceeded
+                - invalid_prompt
+            message:
+              type: string
+              description: A human-readable description of the error.
+          required:
+            - code
+            - message
+        expires_at:
+          description: The Unix timestamp (in seconds) for when the run will expire.
+          type: integer
+          nullable: true
+        started_at:
+          description: The Unix timestamp (in seconds) for when the run was started.
+          type: integer
+          nullable: true
+        cancelled_at:
+          description: The Unix timestamp (in seconds) for when the run was cancelled.
+          type: integer
+          nullable: true
+        failed_at:
+          description: The Unix timestamp (in seconds) for when the run failed.
+          type: integer
+          nullable: true
+        completed_at:
+          description: The Unix timestamp (in seconds) for when the run was completed.
+          type: integer
+          nullable: true
+        incomplete_details:
+          description: Details on why the run is incomplete. Will be `null` if the run is not incomplete.
+          type: object
+          nullable: true
+          properties:
+            reason:
+              description: >-
+                The reason why the run is incomplete. This will point to which specific token limit was
+                reached over the course of the run.
+              type: string
+              enum:
+                - max_completion_tokens
+                - max_prompt_tokens
+        model:
+          description: >-
+            The model that the [assistant](https://platform.openai.com/docs/api-reference/assistants) used for
+            this run.
+          type: string
+        instructions:
+          description: >-
+            The instructions that the [assistant](https://platform.openai.com/docs/api-reference/assistants)
+            used for this run.
+          type: string
+        tools:
+          description: >-
+            The list of tools that the [assistant](https://platform.openai.com/docs/api-reference/assistants)
+            used for this run.
+          default: []
+          type: array
+          maxItems: 20
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        usage:
+          $ref: '#/components/schemas/RunCompletionUsage'
+        temperature:
+          description: The sampling temperature used for this run. If not set, defaults to 1.
+          type: number
+          nullable: true
+        top_p:
+          description: The nucleus sampling value used for this run. If not set, defaults to 1.
+          type: number
+          nullable: true
+        max_prompt_tokens:
+          type: integer
+          nullable: true
+          description: |
+            The maximum number of prompt tokens specified to have been used over the course of the run.
+          minimum: 256
+        max_completion_tokens:
+          type: integer
+          nullable: true
+          description: |
+            The maximum number of completion tokens specified to have been used over the course of the run.
+          minimum: 256
+        truncation_strategy:
+          allOf:
+            - $ref: '#/components/schemas/TruncationObject'
+            - nullable: true
+        tool_choice:
+          allOf:
+            - $ref: '#/components/schemas/AssistantsApiToolChoiceOption'
+            - nullable: true
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        response_format:
+          $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+          nullable: true
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - assistant_id
+        - status
+        - required_action
+        - last_error
+        - expires_at
+        - started_at
+        - cancelled_at
+        - failed_at
+        - completed_at
+        - model
+        - instructions
+        - tools
+        - metadata
+        - usage
+        - incomplete_details
+        - max_prompt_tokens
+        - max_completion_tokens
+        - truncation_strategy
+        - tool_choice
+        - parallel_tool_calls
+        - response_format
+      x-oaiMeta:
+        name: The run object
+        beta: true
+        example: |
+          {
+            "id": "run_abc123",
+            "object": "thread.run",
+            "created_at": 1698107661,
+            "assistant_id": "asst_abc123",
+            "thread_id": "thread_abc123",
+            "status": "completed",
+            "started_at": 1699073476,
+            "expires_at": null,
+            "cancelled_at": null,
+            "failed_at": null,
+            "completed_at": 1699073498,
+            "last_error": null,
+            "model": "gpt-4o",
+            "instructions": null,
+            "tools": [{"type": "file_search"}, {"type": "code_interpreter"}],
+            "metadata": {},
+            "incomplete_details": null,
+            "usage": {
+              "prompt_tokens": 123,
+              "completion_tokens": 456,
+              "total_tokens": 579
+            },
+            "temperature": 1.0,
+            "top_p": 1.0,
+            "max_prompt_tokens": 1000,
+            "max_completion_tokens": 1000,
+            "truncation_strategy": {
+              "type": "auto",
+              "last_messages": null
+            },
+            "response_format": "auto",
+            "tool_choice": "auto",
+            "parallel_tool_calls": true
+          }
+    RunStepCompletionUsage:
+      anyOf:
+        - type: object
+          description: >-
+            Usage statistics related to the run step. This value will be `null` while the run step's status is
+            `in_progress`.
+          properties:
+            completion_tokens:
+              type: integer
+              description: Number of completion tokens used over the course of the run step.
+            prompt_tokens:
+              type: integer
+              description: Number of prompt tokens used over the course of the run step.
+            total_tokens:
+              type: integer
+              description: Total number of tokens used (prompt + completion).
+          required:
+            - prompt_tokens
+            - completion_tokens
+            - total_tokens
+        - type: 'null'
+    RunStepDeltaObject:
+      type: object
+      title: Run step delta object
+      description: |
+        Represents a run step delta i.e. any changed fields on a run step during streaming.
+      properties:
+        id:
+          description: The identifier of the run step, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread.run.step.delta`.
+          type: string
+          enum:
+            - thread.run.step.delta
+          x-stainless-const: true
+        delta:
+          $ref: '#/components/schemas/RunStepDeltaObjectDelta'
+      required:
+        - id
+        - object
+        - delta
+      x-oaiMeta:
+        name: The run step delta object
+        beta: true
+        example: |
+          {
+            "id": "step_123",
+            "object": "thread.run.step.delta",
+            "delta": {
+              "step_details": {
+                "type": "tool_calls",
+                "tool_calls": [
+                  {
+                    "index": 0,
+                    "id": "call_123",
+                    "type": "code_interpreter",
+                    "code_interpreter": { "input": "", "outputs": [] }
+                  }
+                ]
+              }
+            }
+          }
+    RunStepDeltaStepDetailsMessageCreationObject:
+      title: Message creation
+      type: object
+      description: Details of the message creation by the run step.
+      properties:
+        type:
+          description: Always `message_creation`.
+          type: string
+          enum:
+            - message_creation
+          x-stainless-const: true
+        message_creation:
+          type: object
+          properties:
+            message_id:
+              type: string
+              description: The ID of the message that was created by this run step.
+      required:
+        - type
+    RunStepDeltaStepDetailsToolCallsCodeObject:
+      title: Code interpreter tool call
+      type: object
+      description: Details of the Code Interpreter tool call the run step was involved in.
+      properties:
+        index:
+          type: integer
+          description: The index of the tool call in the tool calls array.
+        id:
+          type: string
+          description: The ID of the tool call.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `code_interpreter` for this type of tool call.
+          enum:
+            - code_interpreter
+          x-stainless-const: true
+        code_interpreter:
+          type: object
+          description: The Code Interpreter tool call definition.
+          properties:
+            input:
+              type: string
+              description: The input to the Code Interpreter tool call.
+            outputs:
+              type: array
+              description: >-
+                The outputs from the Code Interpreter tool call. Code Interpreter can output one or more
+                items, including text (`logs`) or images (`image`). Each of these are represented by a
+                different object type.
+              items:
+                type: object
+                anyOf:
+                  - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputLogsObject'
+                  - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeOutputImageObject'
+                discriminator:
+                  propertyName: type
+      required:
+        - index
+        - type
+    RunStepDeltaStepDetailsToolCallsCodeOutputImageObject:
+      title: Code interpreter image output
+      type: object
+      properties:
+        index:
+          type: integer
+          description: The index of the output in the outputs array.
+        type:
+          description: Always `image`.
+          type: string
+          enum:
+            - image
+          x-stainless-const: true
+        image:
+          type: object
+          properties:
+            file_id:
+              description: The [file](https://platform.openai.com/docs/api-reference/files) ID of the image.
+              type: string
+      required:
+        - index
+        - type
+    RunStepDeltaStepDetailsToolCallsCodeOutputLogsObject:
+      title: Code interpreter log output
+      type: object
+      description: Text output from the Code Interpreter tool call as part of a run step.
+      properties:
+        index:
+          type: integer
+          description: The index of the output in the outputs array.
+        type:
+          description: Always `logs`.
+          type: string
+          enum:
+            - logs
+          x-stainless-const: true
+        logs:
+          type: string
+          description: The text output from the Code Interpreter tool call.
+      required:
+        - index
+        - type
+    RunStepDeltaStepDetailsToolCallsFileSearchObject:
+      title: File search tool call
+      type: object
+      properties:
+        index:
+          type: integer
+          description: The index of the tool call in the tool calls array.
+        id:
+          type: string
+          description: The ID of the tool call object.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `file_search` for this type of tool call.
+          enum:
+            - file_search
+          x-stainless-const: true
+        file_search:
+          type: object
+          description: For now, this is always going to be an empty object.
+          x-oaiTypeLabel: map
+      required:
+        - index
+        - type
+        - file_search
+    RunStepDeltaStepDetailsToolCallsFunctionObject:
+      type: object
+      title: Function tool call
+      properties:
+        index:
+          type: integer
+          description: The index of the tool call in the tool calls array.
+        id:
+          type: string
+          description: The ID of the tool call object.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `function` for this type of tool call.
+          enum:
+            - function
+          x-stainless-const: true
+        function:
+          type: object
+          description: The definition of the function that was called.
+          properties:
+            name:
+              type: string
+              description: The name of the function.
+            arguments:
+              type: string
+              description: The arguments passed to the function.
+            output:
+              anyOf:
+                - type: string
+                  description: >-
+                    The output of the function. This will be `null` if the outputs have not been
+                    [submitted](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs) yet.
+                - type: 'null'
+      required:
+        - index
+        - type
+    RunStepDeltaStepDetailsToolCallsObject:
+      title: Tool calls
+      type: object
+      description: Details of the tool call.
+      properties:
+        type:
+          description: Always `tool_calls`.
+          type: string
+          enum:
+            - tool_calls
+          x-stainless-const: true
+        tool_calls:
+          type: array
+          description: >
+            An array of tool calls the run step was involved in. These can be associated with one of three
+            types of tools: `code_interpreter`, `file_search`, or `function`.
+          items:
+            $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCall'
+      required:
+        - type
+    RunStepDetailsMessageCreationObject:
+      title: Message creation
+      type: object
+      description: Details of the message creation by the run step.
+      properties:
+        type:
+          description: Always `message_creation`.
+          type: string
+          enum:
+            - message_creation
+          x-stainless-const: true
+        message_creation:
+          type: object
+          properties:
+            message_id:
+              type: string
+              description: The ID of the message that was created by this run step.
+          required:
+            - message_id
+      required:
+        - type
+        - message_creation
+    RunStepDetailsToolCallsCodeObject:
+      title: Code Interpreter tool call
+      type: object
+      description: Details of the Code Interpreter tool call the run step was involved in.
+      properties:
+        id:
+          type: string
+          description: The ID of the tool call.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `code_interpreter` for this type of tool call.
+          enum:
+            - code_interpreter
+          x-stainless-const: true
+        code_interpreter:
+          type: object
+          description: The Code Interpreter tool call definition.
+          required:
+            - input
+            - outputs
+          properties:
+            input:
+              type: string
+              description: The input to the Code Interpreter tool call.
+            outputs:
+              type: array
+              description: >-
+                The outputs from the Code Interpreter tool call. Code Interpreter can output one or more
+                items, including text (`logs`) or images (`image`). Each of these are represented by a
+                different object type.
+              items:
+                type: object
+                anyOf:
+                  - $ref: '#/components/schemas/RunStepDetailsToolCallsCodeOutputLogsObject'
+                  - $ref: '#/components/schemas/RunStepDetailsToolCallsCodeOutputImageObject'
+                discriminator:
+                  propertyName: type
+      required:
+        - id
+        - type
+        - code_interpreter
+    RunStepDetailsToolCallsCodeOutputImageObject:
+      title: Code Interpreter image output
+      type: object
+      properties:
+        type:
+          description: Always `image`.
+          type: string
+          enum:
+            - image
+          x-stainless-const: true
+        image:
+          type: object
+          properties:
+            file_id:
+              description: The [file](https://platform.openai.com/docs/api-reference/files) ID of the image.
+              type: string
+          required:
+            - file_id
+      required:
+        - type
+        - image
+      x-stainless-naming:
+        java:
+          type_name: ImageOutput
+        kotlin:
+          type_name: ImageOutput
+    RunStepDetailsToolCallsCodeOutputLogsObject:
+      title: Code Interpreter log output
+      type: object
+      description: Text output from the Code Interpreter tool call as part of a run step.
+      properties:
+        type:
+          description: Always `logs`.
+          type: string
+          enum:
+            - logs
+          x-stainless-const: true
+        logs:
+          type: string
+          description: The text output from the Code Interpreter tool call.
+      required:
+        - type
+        - logs
+      x-stainless-naming:
+        java:
+          type_name: LogsOutput
+        kotlin:
+          type_name: LogsOutput
+    RunStepDetailsToolCallsFileSearchObject:
+      title: File search tool call
+      type: object
+      properties:
+        id:
+          type: string
+          description: The ID of the tool call object.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `file_search` for this type of tool call.
+          enum:
+            - file_search
+          x-stainless-const: true
+        file_search:
+          type: object
+          description: For now, this is always going to be an empty object.
+          x-oaiTypeLabel: map
+          properties:
+            ranking_options:
+              $ref: '#/components/schemas/RunStepDetailsToolCallsFileSearchRankingOptionsObject'
+            results:
+              type: array
+              description: The results of the file search.
+              items:
+                $ref: '#/components/schemas/RunStepDetailsToolCallsFileSearchResultObject'
+      required:
+        - id
+        - type
+        - file_search
+    RunStepDetailsToolCallsFileSearchRankingOptionsObject:
+      title: File search tool call ranking options
+      type: object
+      description: The ranking options for the file search.
+      properties:
+        ranker:
+          $ref: '#/components/schemas/FileSearchRanker'
+        score_threshold:
+          type: number
+          description: >-
+            The score threshold for the file search. All values must be a floating point number between 0 and
+            1.
+          minimum: 0
+          maximum: 1
+      required:
+        - ranker
+        - score_threshold
+    RunStepDetailsToolCallsFileSearchResultObject:
+      title: File search tool call result
+      type: object
+      description: A result instance of the file search.
+      x-oaiTypeLabel: map
+      properties:
+        file_id:
+          type: string
+          description: The ID of the file that result was found in.
+        file_name:
+          type: string
+          description: The name of the file that result was found in.
+        score:
+          type: number
+          description: The score of the result. All values must be a floating point number between 0 and 1.
+          minimum: 0
+          maximum: 1
+        content:
+          type: array
+          description: >-
+            The content of the result that was found. The content is only included if requested via the
+            include query parameter.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                description: The type of the content.
+                enum:
+                  - text
+                x-stainless-const: true
+              text:
+                type: string
+                description: The text content of the file.
+      required:
+        - file_id
+        - file_name
+        - score
+    RunStepDetailsToolCallsFunctionObject:
+      type: object
+      title: Function tool call
+      properties:
+        id:
+          type: string
+          description: The ID of the tool call object.
+        type:
+          type: string
+          description: The type of tool call. This is always going to be `function` for this type of tool call.
+          enum:
+            - function
+          x-stainless-const: true
+        function:
+          type: object
+          description: The definition of the function that was called.
+          properties:
+            name:
+              type: string
+              description: The name of the function.
+            arguments:
+              type: string
+              description: The arguments passed to the function.
+            output:
+              anyOf:
+                - type: string
+                  description: >-
+                    The output of the function. This will be `null` if the outputs have not been
+                    [submitted](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs) yet.
+                - type: 'null'
+          required:
+            - name
+            - arguments
+            - output
+      required:
+        - id
+        - type
+        - function
+    RunStepDetailsToolCallsObject:
+      title: Tool calls
+      type: object
+      description: Details of the tool call.
+      properties:
+        type:
+          description: Always `tool_calls`.
+          type: string
+          enum:
+            - tool_calls
+          x-stainless-const: true
+        tool_calls:
+          type: array
+          description: >
+            An array of tool calls the run step was involved in. These can be associated with one of three
+            types of tools: `code_interpreter`, `file_search`, or `function`.
+          items:
+            $ref: '#/components/schemas/RunStepDetailsToolCall'
+      required:
+        - type
+        - tool_calls
+    RunStepObject:
+      type: object
+      title: Run steps
+      description: |
+        Represents a step in execution of a run.
+      properties:
+        id:
+          description: The identifier of the run step, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread.run.step`.
+          type: string
+          enum:
+            - thread.run.step
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the run step was created.
+          type: integer
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) associated
+            with the run step.
+          type: string
+        thread_id:
+          description: The ID of the [thread](https://platform.openai.com/docs/api-reference/threads) that was run.
+          type: string
+        run_id:
+          description: >-
+            The ID of the [run](https://platform.openai.com/docs/api-reference/runs) that this run step is a
+            part of.
+          type: string
+        type:
+          description: The type of run step, which can be either `message_creation` or `tool_calls`.
+          type: string
+          enum:
+            - message_creation
+            - tool_calls
+        status:
+          description: >-
+            The status of the run step, which can be either `in_progress`, `cancelled`, `failed`, `completed`,
+            or `expired`.
+          type: string
+          enum:
+            - in_progress
+            - cancelled
+            - failed
+            - completed
+            - expired
+        step_details:
+          type: object
+          description: The details of the run step.
+          anyOf:
+            - $ref: '#/components/schemas/RunStepDetailsMessageCreationObject'
+            - $ref: '#/components/schemas/RunStepDetailsToolCallsObject'
+          discriminator:
+            propertyName: type
+        last_error:
+          anyOf:
+            - type: object
+              description: The last error associated with this run step. Will be `null` if there are no errors.
+              properties:
+                code:
+                  type: string
+                  description: One of `server_error` or `rate_limit_exceeded`.
+                  enum:
+                    - server_error
+                    - rate_limit_exceeded
+                message:
+                  type: string
+                  description: A human-readable description of the error.
+              required:
+                - code
+                - message
+            - type: 'null'
+        expired_at:
+          anyOf:
+            - description: >-
+                The Unix timestamp (in seconds) for when the run step expired. A step is considered expired if
+                the parent run is expired.
+              type: integer
+            - type: 'null'
+        cancelled_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the run step was cancelled.
+              type: integer
+            - type: 'null'
+        failed_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the run step failed.
+              type: integer
+            - type: 'null'
+        completed_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the run step completed.
+              type: integer
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        usage:
+          $ref: '#/components/schemas/RunStepCompletionUsage'
+      required:
+        - id
+        - object
+        - created_at
+        - assistant_id
+        - thread_id
+        - run_id
+        - type
+        - status
+        - step_details
+        - last_error
+        - expired_at
+        - cancelled_at
+        - failed_at
+        - completed_at
+        - metadata
+        - usage
+      x-oaiMeta:
+        name: The run step object
+        beta: true
+        example: |
+          {
+            "id": "step_abc123",
+            "object": "thread.run.step",
+            "created_at": 1699063291,
+            "run_id": "run_abc123",
+            "assistant_id": "asst_abc123",
+            "thread_id": "thread_abc123",
+            "type": "message_creation",
+            "status": "completed",
+            "cancelled_at": null,
+            "completed_at": 1699063291,
+            "expired_at": null,
+            "failed_at": null,
+            "last_error": null,
+            "step_details": {
+              "type": "message_creation",
+              "message_creation": {
+                "message_id": "msg_abc123"
+              }
+            },
+            "usage": {
+              "prompt_tokens": 123,
+              "completion_tokens": 456,
+              "total_tokens": 579
+            }
+          }
+    RunStepStreamEvent:
+      anyOf:
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.created
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) is
+            created.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.in_progress
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object)
+            moves to an `in_progress` state.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.delta
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepDeltaObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when parts of a [run
+            step](https://platform.openai.com/docs/api-reference/run-steps/step-object) are being streamed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step delta](/docs/api-reference/assistants-streaming/run-step-delta-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.completed
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) is
+            completed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.failed
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object)
+            fails.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.cancelled
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) is
+            cancelled.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.step.expired
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunStepObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object)
+            expires.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run step](/docs/api-reference/run-steps/step-object)'
+      discriminator:
+        propertyName: event
+    RunStreamEvent:
+      anyOf:
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.created
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: Occurs when a new [run](https://platform.openai.com/docs/api-reference/runs/object) is created.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.queued
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) moves to a
+            `queued` status.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.in_progress
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) moves to an
+            `in_progress` status.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.requires_action
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) moves to a
+            `requires_action` status.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.completed
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) is completed.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.incomplete
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) ends with status
+            `incomplete`.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.failed
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) fails.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.cancelling
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) moves to a
+            `cancelling` status.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.cancelled
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) is cancelled.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+        - type: object
+          properties:
+            event:
+              type: string
+              enum:
+                - thread.run.expired
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/RunObject'
+          required:
+            - event
+            - data
+          description: Occurs when a [run](https://platform.openai.com/docs/api-reference/runs/object) expires.
+          x-oaiMeta:
+            dataDescription: '`data` is a [run](/docs/api-reference/runs/object)'
+      discriminator:
+        propertyName: event
+    RunToolCallObject:
+      type: object
+      description: Tool call objects
+      properties:
+        id:
+          type: string
+          description: >-
+            The ID of the tool call. This ID must be referenced when you submit the tool outputs in using the
+            [Submit tool outputs to
+            run](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs) endpoint.
+        type:
+          type: string
+          description: The type of tool call the output is required for. For now, this is always `function`.
+          enum:
+            - function
+          x-stainless-const: true
+        function:
+          type: object
+          description: The function definition.
+          properties:
+            name:
+              type: string
+              description: The name of the function.
+            arguments:
+              type: string
+              description: The arguments that the model expects you to pass to the function.
+          required:
+            - name
+            - arguments
+      required:
+        - id
+        - type
+        - function
+    Screenshot:
+      type: object
+      title: Screenshot
+      description: |
+        A screenshot action.
+      properties:
+        type:
+          type: string
+          enum:
+            - screenshot
+          default: screenshot
+          description: |
+            Specifies the event type. For a screenshot action, this property is
+            always set to `screenshot`.
+          x-stainless-const: true
+      required:
+        - type
+    Scroll:
+      type: object
+      title: Scroll
+      description: |
+        A scroll action.
+      properties:
+        type:
+          type: string
+          enum:
+            - scroll
+          default: scroll
+          description: |
+            Specifies the event type. For a scroll action, this property is
+            always set to `scroll`.
+          x-stainless-const: true
+        x:
+          type: integer
+          description: |
+            The x-coordinate where the scroll occurred.
+        'y':
+          type: integer
+          description: |
+            The y-coordinate where the scroll occurred.
+        scroll_x:
+          type: integer
+          description: |
+            The horizontal scroll distance.
+        scroll_y:
+          type: integer
+          description: |
+            The vertical scroll distance.
+      required:
+        - type
+        - x
+        - 'y'
+        - scroll_x
+        - scroll_y
+    ServiceTier:
+      anyOf:
+        - type: string
+          description: |
+            Specifies the processing type used for serving the request.
+              - If set to 'auto', then the request will be processed with the service tier configured in the Project settings. Unless otherwise configured, the Project will use 'default'.
+              - If set to 'default', then the request will be processed with the standard pricing and performance for the selected model.
+              - If set to '[flex](https://platform.openai.com/docs/guides/flex-processing)' or '[priority](https://openai.com/api-priority-processing/)', then the request will be processed with the corresponding service tier.
+              - When not set, the default behavior is 'auto'.
+
+              When the `service_tier` parameter is set, the response body will include the `service_tier` value based on the processing mode actually used to serve the request. This response value may be different from the value set in the parameter.
+          enum:
+            - auto
+            - default
+            - flex
+            - scale
+            - priority
+          default: auto
+        - type: 'null'
+    SpeechAudioDeltaEvent:
+      type: object
+      description: Emitted for each chunk of audio data generated during speech synthesis.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `speech.audio.delta`.
+          enum:
+            - speech.audio.delta
+          x-stainless-const: true
+        audio:
+          type: string
+          description: |
+            A chunk of Base64-encoded audio data.
+      required:
+        - type
+        - audio
+      x-oaiMeta:
+        name: Stream Event (speech.audio.delta)
+        group: speech
+        example: |
+          {
+            "type": "speech.audio.delta",
+            "audio": "base64-encoded-audio-data"
+          }
+    SpeechAudioDoneEvent:
+      type: object
+      description: Emitted when the speech synthesis is complete and all audio has been streamed.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `speech.audio.done`.
+          enum:
+            - speech.audio.done
+          x-stainless-const: true
+        usage:
+          type: object
+          description: |
+            Token usage statistics for the request.
+          properties:
+            input_tokens:
+              type: integer
+              description: Number of input tokens in the prompt.
+            output_tokens:
+              type: integer
+              description: Number of output tokens generated.
+            total_tokens:
+              type: integer
+              description: Total number of tokens used (input + output).
+          required:
+            - input_tokens
+            - output_tokens
+            - total_tokens
+      required:
+        - type
+        - usage
+      x-oaiMeta:
+        name: Stream Event (speech.audio.done)
+        group: speech
+        example: |
+          {
+            "type": "speech.audio.done",
+            "usage": {
+              "input_tokens": 14,
+              "output_tokens": 101,
+              "total_tokens": 115
+            }
+          }
+    StaticChunkingStrategy:
+      type: object
+      additionalProperties: false
+      properties:
+        max_chunk_size_tokens:
+          type: integer
+          minimum: 100
+          maximum: 4096
+          description: >-
+            The maximum number of tokens in each chunk. The default value is `800`. The minimum value is `100`
+            and the maximum value is `4096`.
+        chunk_overlap_tokens:
+          type: integer
+          description: |
+            The number of tokens that overlap between chunks. The default value is `400`.
+
+            Note that the overlap must not exceed half of `max_chunk_size_tokens`.
+      required:
+        - max_chunk_size_tokens
+        - chunk_overlap_tokens
+    StaticChunkingStrategyRequestParam:
+      type: object
+      title: Static Chunking Strategy
+      description: Customize your own chunking strategy by setting chunk size and chunk overlap.
+      additionalProperties: false
+      properties:
+        type:
+          type: string
+          description: Always `static`.
+          enum:
+            - static
+          x-stainless-const: true
+        static:
+          $ref: '#/components/schemas/StaticChunkingStrategy'
+      required:
+        - type
+        - static
+    StaticChunkingStrategyResponseParam:
+      type: object
+      title: Static Chunking Strategy
+      additionalProperties: false
+      properties:
+        type:
+          type: string
+          description: Always `static`.
+          enum:
+            - static
+          x-stainless-const: true
+        static:
+          $ref: '#/components/schemas/StaticChunkingStrategy'
+      required:
+        - type
+        - static
+    StopConfiguration:
+      description: |
+        Not supported with latest reasoning models `o3` and `o4-mini`.
+
+        Up to 4 sequences where the API will stop generating further tokens. The
+        returned text will not contain the stop sequence.
+      nullable: true
+      anyOf:
+        - type: string
+          default: <|endoftext|>
+          example: |+
+
+          nullable: true
+        - type: array
+          minItems: 1
+          maxItems: 4
+          items:
+            type: string
+            example: '["\n"]'
+    SubmitToolOutputsRunRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        tool_outputs:
+          description: A list of tools for which the outputs are being submitted.
+          type: array
+          items:
+            type: object
+            properties:
+              tool_call_id:
+                type: string
+                description: >-
+                  The ID of the tool call in the `required_action` object within the run object the output is
+                  being submitted for.
+              output:
+                type: string
+                description: The output of the tool call to be submitted to continue the run.
+        stream:
+          anyOf:
+            - type: boolean
+              description: >
+                If `true`, returns a stream of events that happen during the Run as server-sent events,
+                terminating when the Run enters a terminal state with a `data: [DONE]` message.
+            - type: 'null'
+      required:
+        - tool_outputs
+    TextResponseFormatConfiguration:
+      description: |
+        An object specifying the format that the model must output.
+
+        Configuring `{ "type": "json_schema" }` enables Structured Outputs,
+        which ensures the model will match your supplied JSON schema. Learn more in the
+        [Structured Outputs guide](https://platform.openai.com/docs/guides/structured-outputs).
+
+        The default format is `{ "type": "text" }` with no additional options.
+
+        **Not recommended for gpt-4o and newer models:**
+
+        Setting to `{ "type": "json_object" }` enables the older JSON mode, which
+        ensures the message the model generates is valid JSON. Using `json_schema`
+        is preferred for models that support it.
+      anyOf:
+        - $ref: '#/components/schemas/ResponseFormatText'
+        - $ref: '#/components/schemas/TextResponseFormatJsonSchema'
+        - $ref: '#/components/schemas/ResponseFormatJsonObject'
+      discriminator:
+        propertyName: type
+    TextResponseFormatJsonSchema:
+      type: object
+      title: JSON schema
+      description: |
+        JSON Schema response format. Used to generate structured JSON responses.
+        Learn more about [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs).
+      properties:
+        type:
+          type: string
+          description: The type of response format being defined. Always `json_schema`.
+          enum:
+            - json_schema
+          x-stainless-const: true
+        description:
+          type: string
+          description: |
+            A description of what the response format is for, used by the model to
+            determine how to respond in the format.
+        name:
+          type: string
+          description: |
+            The name of the response format. Must be a-z, A-Z, 0-9, or contain
+            underscores and dashes, with a maximum length of 64.
+        schema:
+          $ref: '#/components/schemas/ResponseFormatJsonSchemaSchema'
+        strict:
+          anyOf:
+            - type: boolean
+              default: false
+              description: |
+                Whether to enable strict schema adherence when generating the output.
+                If set to true, the model will always follow the exact schema defined
+                in the `schema` field. Only a subset of JSON Schema is supported when
+                `strict` is `true`. To learn more, read the [Structured Outputs
+                guide](https://platform.openai.com/docs/guides/structured-outputs).
+            - type: 'null'
+      required:
+        - type
+        - schema
+        - name
+    ThreadObject:
+      type: object
+      title: Thread
+      description: Represents a thread that contains [messages](https://platform.openai.com/docs/api-reference/messages).
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `thread`.
+          type: string
+          enum:
+            - thread
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the thread was created.
+          type: integer
+        tool_resources:
+          anyOf:
+            - type: object
+              description: >
+                A set of resources that are made available to the assistant's tools in this thread. The
+                resources are specific to the type of tool. For example, the `code_interpreter` tool requires
+                a list of file IDs, while the `file_search` tool requires a list of vector store IDs.
+              properties:
+                code_interpreter:
+                  type: object
+                  properties:
+                    file_ids:
+                      type: array
+                      description: >
+                        A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made
+                        available to the `code_interpreter` tool. There can be a maximum of 20 files
+                        associated with the tool.
+                      default: []
+                      maxItems: 20
+                      items:
+                        type: string
+                file_search:
+                  type: object
+                  properties:
+                    vector_store_ids:
+                      type: array
+                      description: >
+                        The [vector
+                        store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached
+                        to this thread. There can be a maximum of 1 vector store attached to the thread.
+                      maxItems: 1
+                      items:
+                        type: string
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - id
+        - object
+        - created_at
+        - tool_resources
+        - metadata
+      x-oaiMeta:
+        name: The thread object
+        beta: true
+        example: |
+          {
+            "id": "thread_abc123",
+            "object": "thread",
+            "created_at": 1698107661,
+            "metadata": {}
+          }
+    ThreadStreamEvent:
+      anyOf:
+        - type: object
+          properties:
+            enabled:
+              type: boolean
+              description: Whether to enable input audio transcription.
+            event:
+              type: string
+              enum:
+                - thread.created
+              x-stainless-const: true
+            data:
+              $ref: '#/components/schemas/ThreadObject'
+          required:
+            - event
+            - data
+          description: >-
+            Occurs when a new [thread](https://platform.openai.com/docs/api-reference/threads/object) is
+            created.
+          x-oaiMeta:
+            dataDescription: '`data` is a [thread](/docs/api-reference/threads/object)'
+      discriminator:
+        propertyName: event
+    ToggleCertificatesRequest:
+      type: object
+      properties:
+        certificate_ids:
+          type: array
+          items:
+            type: string
+            example: cert_abc
+          minItems: 1
+          maxItems: 10
+      required:
+        - certificate_ids
+    Tool:
+      description: |
+        A tool that can be used to generate a response.
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/FunctionTool'
+        - $ref: '#/components/schemas/FileSearchTool'
+        - $ref: '#/components/schemas/ComputerUsePreviewTool'
+        - $ref: '#/components/schemas/WebSearchTool'
+        - $ref: '#/components/schemas/MCPTool'
+        - $ref: '#/components/schemas/CodeInterpreterTool'
+        - $ref: '#/components/schemas/ImageGenTool'
+        - $ref: '#/components/schemas/LocalShellToolParam'
+        - $ref: '#/components/schemas/CustomToolParam'
+        - $ref: '#/components/schemas/WebSearchPreviewTool'
+    ToolChoiceAllowed:
+      type: object
+      title: Allowed tools
+      description: |
+        Constrains the tools available to the model to a pre-defined set.
+      properties:
+        type:
+          type: string
+          enum:
+            - allowed_tools
+          description: Allowed tool configuration type. Always `allowed_tools`.
+          x-stainless-const: true
+        mode:
+          type: string
+          enum:
+            - auto
+            - required
+          description: |
+            Constrains the tools available to the model to a pre-defined set.
+
+            `auto` allows the model to pick from among the allowed tools and generate a
+            message.
+
+            `required` requires the model to call one or more of the allowed tools.
+        tools:
+          type: array
+          description: |
+            A list of tool definitions that the model should be allowed to call.
+
+            For the Responses API, the list of tool definitions might look like:
+            ```json
+            [
+              { "type": "function", "name": "get_weather" },
+              { "type": "mcp", "server_label": "deepwiki" },
+              { "type": "image_generation" }
+            ]
+            ```
+          items:
+            type: object
+            description: |
+              A tool definition that the model should be allowed to call.
+            additionalProperties: true
+            x-oaiExpandable: false
+      required:
+        - type
+        - mode
+        - tools
+    ToolChoiceCustom:
+      type: object
+      title: Custom tool
+      description: |
+        Use this option to force the model to call a specific custom tool.
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          description: For custom tool calling, the type is always `custom`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the custom tool to call.
+      required:
+        - type
+        - name
+    ToolChoiceFunction:
+      type: object
+      title: Function tool
+      description: |
+        Use this option to force the model to call a specific function.
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+          description: For function calling, the type is always `function`.
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the function to call.
+      required:
+        - type
+        - name
+    ToolChoiceMCP:
+      type: object
+      title: MCP tool
+      description: |
+        Use this option to force the model to call a specific tool on a remote MCP server.
+      properties:
+        type:
+          type: string
+          enum:
+            - mcp
+          description: For MCP tools, the type is always `mcp`.
+          x-stainless-const: true
+        server_label:
+          type: string
+          description: |
+            The label of the MCP server to use.
+        name:
+          anyOf:
+            - type: string
+              description: |
+                The name of the tool to call on the server.
+            - type: 'null'
+      required:
+        - type
+        - server_label
+    ToolChoiceOptions:
+      type: string
+      title: Tool choice mode
+      description: |
+        Controls which (if any) tool is called by the model.
+
+        `none` means the model will not call any tool and instead generates a message.
+
+        `auto` means the model can pick between generating a message or calling one or
+        more tools.
+
+        `required` means the model must call one or more tools.
+      enum:
+        - none
+        - auto
+        - required
+    ToolChoiceParam:
+      description: |
+        How the model should select which tool (or tools) to use when generating
+        a response. See the `tools` parameter to see how to specify which tools
+        the model can call.
+      anyOf:
+        - $ref: '#/components/schemas/ToolChoiceOptions'
+        - $ref: '#/components/schemas/ToolChoiceAllowed'
+        - $ref: '#/components/schemas/ToolChoiceTypes'
+        - $ref: '#/components/schemas/ToolChoiceFunction'
+        - $ref: '#/components/schemas/ToolChoiceMCP'
+        - $ref: '#/components/schemas/ToolChoiceCustom'
+      discriminator:
+        propertyName: type
+    ToolChoiceTypes:
+      type: object
+      title: Hosted tool
+      description: |
+        Indicates that the model should use a built-in tool to generate a response.
+        [Learn more about built-in tools](https://platform.openai.com/docs/guides/tools).
+      properties:
+        type:
+          type: string
+          description: |
+            The type of hosted tool the model should to use. Learn more about
+            [built-in tools](https://platform.openai.com/docs/guides/tools).
+
+            Allowed values are:
+            - `file_search`
+            - `web_search_preview`
+            - `computer_use_preview`
+            - `code_interpreter`
+            - `image_generation`
+          enum:
+            - file_search
+            - web_search_preview
+            - computer_use_preview
+            - web_search_preview_2025_03_11
+            - image_generation
+            - code_interpreter
+      required:
+        - type
+    ToolsArray:
+      type: array
+      description: |
+        An array of tools the model may call while generating a response. You
+        can specify which tool to use by setting the `tool_choice` parameter.
+
+        We support the following categories of tools:
+        - **Built-in tools**: Tools that are provided by OpenAI that extend the
+          model's capabilities, like [web search](https://platform.openai.com/docs/guides/tools-web-search)
+          or [file search](https://platform.openai.com/docs/guides/tools-file-search). Learn more about
+          [built-in tools](https://platform.openai.com/docs/guides/tools).
+        - **MCP Tools**: Integrations with third-party systems via custom MCP servers
+          or predefined connectors such as Google Drive and SharePoint. Learn more about
+          [MCP Tools](https://platform.openai.com/docs/guides/tools-connectors-mcp).
+        - **Function calls (custom tools)**: Functions that are defined by you,
+          enabling the model to call your own code with strongly typed arguments
+          and outputs. Learn more about
+          [function calling](https://platform.openai.com/docs/guides/function-calling). You can also use
+          custom tools to call your own code.
+      items:
+        $ref: '#/components/schemas/Tool'
+    TranscriptTextDeltaEvent:
+      type: object
+      description: >-
+        Emitted when there is an additional text delta. This is also the first event emitted when the
+        transcription starts. Only emitted when you [create a
+        transcription](https://platform.openai.com/docs/api-reference/audio/create-transcription) with the
+        `Stream` parameter set to `true`.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `transcript.text.delta`.
+          enum:
+            - transcript.text.delta
+          x-stainless-const: true
+        delta:
+          type: string
+          description: |
+            The text delta that was additionally transcribed.
+        logprobs:
+          type: array
+          description: >
+            The log probabilities of the delta. Only included if you [create a
+            transcription](https://platform.openai.com/docs/api-reference/audio/create-transcription) with the
+            `include[]` parameter set to `logprobs`.
+          items:
+            type: object
+            properties:
+              token:
+                type: string
+                description: |
+                  The token that was used to generate the log probability.
+              logprob:
+                type: number
+                description: |
+                  The log probability of the token.
+              bytes:
+                type: array
+                items:
+                  type: integer
+                description: |
+                  The bytes that were used to generate the log probability.
+        segment_id:
+          type: string
+          description: >
+            Identifier of the diarized segment that this delta belongs to. Only present when using
+            `gpt-4o-transcribe-diarize`.
+      required:
+        - type
+        - delta
+      x-oaiMeta:
+        name: Stream Event (transcript.text.delta)
+        group: transcript
+        example: |
+          {
+            "type": "transcript.text.delta",
+            "delta": " wonderful"
+          }
+    TranscriptTextDoneEvent:
+      type: object
+      description: >-
+        Emitted when the transcription is complete. Contains the complete transcription text. Only emitted
+        when you [create a
+        transcription](https://platform.openai.com/docs/api-reference/audio/create-transcription) with the
+        `Stream` parameter set to `true`.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the event. Always `transcript.text.done`.
+          enum:
+            - transcript.text.done
+          x-stainless-const: true
+        text:
+          type: string
+          description: |
+            The text that was transcribed.
+        logprobs:
+          type: array
+          description: >
+            The log probabilities of the individual tokens in the transcription. Only included if you [create
+            a transcription](https://platform.openai.com/docs/api-reference/audio/create-transcription) with
+            the `include[]` parameter set to `logprobs`.
+          items:
+            type: object
+            properties:
+              token:
+                type: string
+                description: |
+                  The token that was used to generate the log probability.
+              logprob:
+                type: number
+                description: |
+                  The log probability of the token.
+              bytes:
+                type: array
+                items:
+                  type: integer
+                description: |
+                  The bytes that were used to generate the log probability.
+        usage:
+          $ref: '#/components/schemas/TranscriptTextUsageTokens'
+      required:
+        - type
+        - text
+      x-oaiMeta:
+        name: Stream Event (transcript.text.done)
+        group: transcript
+        example: |
+          {
+            "type": "transcript.text.done",
+            "text": "I see skies of blue and clouds of white, the bright blessed days, the dark sacred nights, and I think to myself, what a wonderful world.",
+            "usage": {
+              "type": "tokens",
+              "input_tokens": 14,
+              "input_token_details": {
+                "text_tokens": 10,
+                "audio_tokens": 4
+              },
+              "output_tokens": 31,
+              "total_tokens": 45
+            }
+          }
+    TranscriptTextSegmentEvent:
+      type: object
+      description: >
+        Emitted when a diarized transcription returns a completed segment with speaker information. Only
+        emitted when you [create a
+        transcription](https://platform.openai.com/docs/api-reference/audio/create-transcription) with
+        `stream` set to `true` and `response_format` set to `diarized_json`.
+      properties:
+        type:
+          type: string
+          description: The type of the event. Always `transcript.text.segment`.
+          enum:
+            - transcript.text.segment
+          x-stainless-const: true
+        id:
+          type: string
+          description: Unique identifier for the segment.
+        start:
+          type: number
+          format: float
+          description: Start timestamp of the segment in seconds.
+        end:
+          type: number
+          format: float
+          description: End timestamp of the segment in seconds.
+        text:
+          type: string
+          description: Transcript text for this segment.
+        speaker:
+          type: string
+          description: Speaker label for this segment.
+      required:
+        - type
+        - id
+        - start
+        - end
+        - text
+        - speaker
+      x-oaiMeta:
+        name: Stream Event (transcript.text.segment)
+        group: transcript
+        example: |
+          {
+            "type": "transcript.text.segment",
+            "id": "seg_002",
+            "start": 5.2,
+            "end": 12.8,
+            "text": "Hi, I need help with diarization.",
+            "speaker": "A"
+          }
+    TranscriptTextUsageDuration:
+      type: object
+      title: TranscriptTextUsageDuration
+      description: Usage statistics for models billed by audio input duration.
+      properties:
+        type:
+          type: string
+          enum:
+            - duration
+          description: The type of the usage object. Always `duration` for this variant.
+          x-stainless-const: true
+        seconds:
+          type: number
+          description: Duration of the input audio in seconds.
+      required:
+        - type
+        - seconds
+    TranscriptTextUsageTokens:
+      type: object
+      title: TranscriptTextUsageTokens
+      description: Usage statistics for models billed by token usage.
+      properties:
+        type:
+          type: string
+          enum:
+            - tokens
+          description: The type of the usage object. Always `tokens` for this variant.
+          x-stainless-const: true
+        input_tokens:
+          type: integer
+          description: Number of input tokens billed for this request.
+        input_token_details:
+          type: object
+          description: Details about the input tokens billed for this request.
+          properties:
+            text_tokens:
+              type: integer
+              description: Number of text tokens billed for this request.
+            audio_tokens:
+              type: integer
+              description: Number of audio tokens billed for this request.
+        output_tokens:
+          type: integer
+          description: Number of output tokens generated.
+        total_tokens:
+          type: integer
+          description: Total number of tokens used (input + output).
+      required:
+        - type
+        - input_tokens
+        - output_tokens
+        - total_tokens
+    TranscriptionChunkingStrategy:
+      anyOf:
+        - description: >-
+            Controls how the audio is cut into chunks. When set to `"auto"`, the server first normalizes
+            loudness and then uses voice activity detection (VAD) to choose boundaries. `server_vad` object
+            can be provided to tweak VAD detection parameters manually. If unset, the audio is transcribed as
+            a single block. Required when using `gpt-4o-transcribe-diarize` for inputs longer than 30
+            seconds.
+          anyOf:
+            - type: string
+              enum:
+                - auto
+              default: auto
+              description: |
+                Automatically set chunking parameters based on the audio. Must be set to `"auto"`.
+              x-stainless-const: true
+            - $ref: '#/components/schemas/VadConfig'
+          x-oaiTypeLabel: string
+        - type: 'null'
+    TranscriptionDiarizedSegment:
+      type: object
+      description: A segment of diarized transcript text with speaker metadata.
+      properties:
+        type:
+          type: string
+          description: |
+            The type of the segment. Always `transcript.text.segment`.
+          enum:
+            - transcript.text.segment
+          x-stainless-const: true
+        id:
+          type: string
+          description: Unique identifier for the segment.
+        start:
+          type: number
+          format: float
+          description: Start timestamp of the segment in seconds.
+        end:
+          type: number
+          format: float
+          description: End timestamp of the segment in seconds.
+        text:
+          type: string
+          description: Transcript text for this segment.
+        speaker:
+          type: string
+          description: >
+            Speaker label for this segment. When known speakers are provided, the label matches
+            `known_speaker_names[]`. Otherwise speakers are labeled sequentially using capital letters (`A`,
+            `B`, ...).
+      required:
+        - type
+        - id
+        - start
+        - end
+        - text
+        - speaker
+    TranscriptionInclude:
+      type: string
+      enum:
+        - logprobs
+    TranscriptionSegment:
+      type: object
+      properties:
+        id:
+          type: integer
+          description: Unique identifier of the segment.
+        seek:
+          type: integer
+          description: Seek offset of the segment.
+        start:
+          type: number
+          format: float
+          description: Start time of the segment in seconds.
+        end:
+          type: number
+          format: float
+          description: End time of the segment in seconds.
+        text:
+          type: string
+          description: Text content of the segment.
+        tokens:
+          type: array
+          items:
+            type: integer
+          description: Array of token IDs for the text content.
+        temperature:
+          type: number
+          format: float
+          description: Temperature parameter used for generating the segment.
+        avg_logprob:
+          type: number
+          format: float
+          description: Average logprob of the segment. If the value is lower than -1, consider the logprobs failed.
+        compression_ratio:
+          type: number
+          format: float
+          description: >-
+            Compression ratio of the segment. If the value is greater than 2.4, consider the compression
+            failed.
+        no_speech_prob:
+          type: number
+          format: float
+          description: >-
+            Probability of no speech in the segment. If the value is higher than 1.0 and the `avg_logprob` is
+            below -1, consider this segment silent.
+      required:
+        - id
+        - seek
+        - start
+        - end
+        - text
+        - tokens
+        - temperature
+        - avg_logprob
+        - compression_ratio
+        - no_speech_prob
+    TranscriptionWord:
+      type: object
+      properties:
+        word:
+          type: string
+          description: The text content of the word.
+        start:
+          type: number
+          format: float
+          description: Start time of the word in seconds.
+        end:
+          type: number
+          format: float
+          description: End time of the word in seconds.
+      required:
+        - word
+        - start
+        - end
+    TruncationObject:
+      type: object
+      title: Thread Truncation Controls
+      description: >-
+        Controls for how a thread will be truncated prior to the run. Use this to control the initial context
+        window of the run.
+      properties:
+        type:
+          type: string
+          description: >-
+            The truncation strategy to use for the thread. The default is `auto`. If set to `last_messages`,
+            the thread will be truncated to the n most recent messages in the thread. When set to `auto`,
+            messages in the middle of the thread will be dropped to fit the context length of the model,
+            `max_prompt_tokens`.
+          enum:
+            - auto
+            - last_messages
+        last_messages:
+          anyOf:
+            - type: integer
+              description: The number of most recent messages from the thread when constructing the context for the run.
+              minimum: 1
+            - type: 'null'
+      required:
+        - type
+    Type:
+      type: object
+      title: Type
+      description: |
+        An action to type in text.
+      properties:
+        type:
+          type: string
+          enum:
+            - type
+          default: type
+          description: |
+            Specifies the event type. For a type action, this property is
+            always set to `type`.
+          x-stainless-const: true
+        text:
+          type: string
+          description: |
+            The text to type.
+      required:
+        - type
+        - text
+    UpdateVectorStoreFileAttributesRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        attributes:
+          $ref: '#/components/schemas/VectorStoreFileAttributes'
+      required:
+        - attributes
+      x-oaiMeta:
+        name: Update vector store file attributes request
+    UpdateVectorStoreRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        name:
+          description: The name of the vector store.
+          type: string
+          nullable: true
+        expires_after:
+          allOf:
+            - $ref: '#/components/schemas/VectorStoreExpirationAfter'
+            - nullable: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+    Upload:
+      type: object
+      title: Upload
+      description: |
+        The Upload object can accept byte chunks in the form of Parts.
+      properties:
+        id:
+          type: string
+          description: The Upload unique identifier, which can be referenced in API endpoints.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the Upload was created.
+        filename:
+          type: string
+          description: The name of the file to be uploaded.
+        bytes:
+          type: integer
+          description: The intended number of bytes to be uploaded.
+        purpose:
+          type: string
+          description: >-
+            The intended purpose of the file. [Please refer
+            here](https://platform.openai.com/docs/api-reference/files/object#files/object-purpose) for
+            acceptable values.
+        status:
+          type: string
+          description: The status of the Upload.
+          enum:
+            - pending
+            - completed
+            - cancelled
+            - expired
+        expires_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the Upload will expire.
+        object:
+          type: string
+          description: The object type, which is always "upload".
+          enum:
+            - upload
+          x-stainless-const: true
+        file:
+          allOf:
+            - $ref: '#/components/schemas/OpenAIFile'
+            - nullable: true
+              description: The ready File object after the Upload is completed.
+      required:
+        - bytes
+        - created_at
+        - expires_at
+        - filename
+        - id
+        - purpose
+        - status
+        - object
+      x-oaiMeta:
+        name: The upload object
+        example: |
+          {
+            "id": "upload_abc123",
+            "object": "upload",
+            "bytes": 2147483648,
+            "created_at": 1719184911,
+            "filename": "training_examples.jsonl",
+            "purpose": "fine-tune",
+            "status": "completed",
+            "expires_at": 1719127296,
+            "file": {
+              "id": "file-xyz321",
+              "object": "file",
+              "bytes": 2147483648,
+              "created_at": 1719186911,
+              "filename": "training_examples.jsonl",
+              "purpose": "fine-tune",
+            }
+          }
+    UploadCertificateRequest:
+      type: object
+      properties:
+        name:
+          type: string
+          description: An optional name for the certificate
+        content:
+          type: string
+          description: The certificate content in PEM format
+      required:
+        - content
+    UploadPart:
+      type: object
+      title: UploadPart
+      description: |
+        The upload Part represents a chunk of bytes we can add to an Upload object.
+      properties:
+        id:
+          type: string
+          description: The upload Part unique identifier, which can be referenced in API endpoints.
+        created_at:
+          type: integer
+          description: The Unix timestamp (in seconds) for when the Part was created.
+        upload_id:
+          type: string
+          description: The ID of the Upload object that this Part was added to.
+        object:
+          type: string
+          description: The object type, which is always `upload.part`.
+          enum:
+            - upload.part
+          x-stainless-const: true
+      required:
+        - created_at
+        - id
+        - object
+        - upload_id
+      x-oaiMeta:
+        name: The upload part object
+        example: |
+          {
+              "id": "part_def456",
+              "object": "upload.part",
+              "created_at": 1719186911,
+              "upload_id": "upload_abc123"
+          }
+    UsageAudioSpeechesResult:
+      type: object
+      description: The aggregated audio speeches usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.audio_speeches.result
+          x-stainless-const: true
+        characters:
+          type: integer
+          description: The number of characters processed.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - characters
+        - num_model_requests
+      x-oaiMeta:
+        name: Audio speeches usage object
+        example: |
+          {
+              "object": "organization.usage.audio_speeches.result",
+              "characters": 45,
+              "num_model_requests": 1,
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "tts-1"
+          }
+    UsageAudioTranscriptionsResult:
+      type: object
+      description: The aggregated audio transcriptions usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.audio_transcriptions.result
+          x-stainless-const: true
+        seconds:
+          type: integer
+          description: The number of seconds processed.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - seconds
+        - num_model_requests
+      x-oaiMeta:
+        name: Audio transcriptions usage object
+        example: |
+          {
+              "object": "organization.usage.audio_transcriptions.result",
+              "seconds": 10,
+              "num_model_requests": 1,
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "tts-1"
+          }
+    UsageCodeInterpreterSessionsResult:
+      type: object
+      description: The aggregated code interpreter sessions usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.code_interpreter_sessions.result
+          x-stainless-const: true
+        num_sessions:
+          type: integer
+          description: The number of code interpreter sessions.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - sessions
+      x-oaiMeta:
+        name: Code interpreter sessions usage object
+        example: |
+          {
+              "object": "organization.usage.code_interpreter_sessions.result",
+              "num_sessions": 1,
+              "project_id": "proj_abc"
+          }
+    UsageCompletionsResult:
+      type: object
+      description: The aggregated completions usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.completions.result
+          x-stainless-const: true
+        input_tokens:
+          type: integer
+          description: >-
+            The aggregated number of text input tokens used, including cached tokens. For customers subscribe
+            to scale tier, this includes scale tier tokens.
+        input_cached_tokens:
+          type: integer
+          description: >-
+            The aggregated number of text input tokens that has been cached from previous requests. For
+            customers subscribe to scale tier, this includes scale tier tokens.
+        output_tokens:
+          type: integer
+          description: >-
+            The aggregated number of text output tokens used. For customers subscribe to scale tier, this
+            includes scale tier tokens.
+        input_audio_tokens:
+          type: integer
+          description: The aggregated number of audio input tokens used, including cached tokens.
+        output_audio_tokens:
+          type: integer
+          description: The aggregated number of audio output tokens used.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+        batch:
+          anyOf:
+            - type: boolean
+              description: When `group_by=batch`, this field tells whether the grouped usage result is batch or not.
+            - type: 'null'
+        service_tier:
+          anyOf:
+            - type: string
+              description: >-
+                When `group_by=service_tier`, this field provides the service tier of the grouped usage
+                result.
+            - type: 'null'
+      required:
+        - object
+        - input_tokens
+        - output_tokens
+        - num_model_requests
+      x-oaiMeta:
+        name: Completions usage object
+        example: |
+          {
+              "object": "organization.usage.completions.result",
+              "input_tokens": 5000,
+              "output_tokens": 1000,
+              "input_cached_tokens": 4000,
+              "input_audio_tokens": 300,
+              "output_audio_tokens": 200,
+              "num_model_requests": 5,
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "gpt-4o-mini-2024-07-18",
+              "batch": false,
+              "service_tier": "default"
+          }
+    UsageEmbeddingsResult:
+      type: object
+      description: The aggregated embeddings usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.embeddings.result
+          x-stainless-const: true
+        input_tokens:
+          type: integer
+          description: The aggregated number of input tokens used.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - input_tokens
+        - num_model_requests
+      x-oaiMeta:
+        name: Embeddings usage object
+        example: |
+          {
+              "object": "organization.usage.embeddings.result",
+              "input_tokens": 20,
+              "num_model_requests": 2,
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "text-embedding-ada-002-v2"
+          }
+    UsageImagesResult:
+      type: object
+      description: The aggregated images usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.images.result
+          x-stainless-const: true
+        images:
+          type: integer
+          description: The number of images processed.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        source:
+          anyOf:
+            - type: string
+              description: >-
+                When `group_by=source`, this field provides the source of the grouped usage result, possible
+                values are `image.generation`, `image.edit`, `image.variation`.
+            - type: 'null'
+        size:
+          anyOf:
+            - type: string
+              description: When `group_by=size`, this field provides the image size of the grouped usage result.
+            - type: 'null'
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - images
+        - num_model_requests
+      x-oaiMeta:
+        name: Images usage object
+        example: |
+          {
+              "object": "organization.usage.images.result",
+              "images": 2,
+              "num_model_requests": 2,
+              "size": "1024x1024",
+              "source": "image.generation",
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "dall-e-3"
+          }
+    UsageModerationsResult:
+      type: object
+      description: The aggregated moderations usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.moderations.result
+          x-stainless-const: true
+        input_tokens:
+          type: integer
+          description: The aggregated number of input tokens used.
+        num_model_requests:
+          type: integer
+          description: The count of requests made to the model.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+        user_id:
+          anyOf:
+            - type: string
+              description: When `group_by=user_id`, this field provides the user ID of the grouped usage result.
+            - type: 'null'
+        api_key_id:
+          anyOf:
+            - type: string
+              description: When `group_by=api_key_id`, this field provides the API key ID of the grouped usage result.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: When `group_by=model`, this field provides the model name of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - input_tokens
+        - num_model_requests
+      x-oaiMeta:
+        name: Moderations usage object
+        example: |
+          {
+              "object": "organization.usage.moderations.result",
+              "input_tokens": 20,
+              "num_model_requests": 2,
+              "project_id": "proj_abc",
+              "user_id": "user-abc",
+              "api_key_id": "key_abc",
+              "model": "text-moderation"
+          }
+    UsageResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - page
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/UsageTimeBucket'
+        has_more:
+          type: boolean
+        next_page:
+          type: string
+      required:
+        - object
+        - data
+        - has_more
+        - next_page
+    UsageTimeBucket:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - bucket
+          x-stainless-const: true
+        start_time:
+          type: integer
+        end_time:
+          type: integer
+        result:
+          type: array
+          items:
+            anyOf:
+              - $ref: '#/components/schemas/UsageCompletionsResult'
+              - $ref: '#/components/schemas/UsageEmbeddingsResult'
+              - $ref: '#/components/schemas/UsageModerationsResult'
+              - $ref: '#/components/schemas/UsageImagesResult'
+              - $ref: '#/components/schemas/UsageAudioSpeechesResult'
+              - $ref: '#/components/schemas/UsageAudioTranscriptionsResult'
+              - $ref: '#/components/schemas/UsageVectorStoresResult'
+              - $ref: '#/components/schemas/UsageCodeInterpreterSessionsResult'
+              - $ref: '#/components/schemas/CostsResult'
+            discriminator:
+              propertyName: object
+      required:
+        - object
+        - start_time
+        - end_time
+        - result
+    UsageVectorStoresResult:
+      type: object
+      description: The aggregated vector stores usage details of the specific time bucket.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.usage.vector_stores.result
+          x-stainless-const: true
+        usage_bytes:
+          type: integer
+          description: The vector stores usage in bytes.
+        project_id:
+          anyOf:
+            - type: string
+              description: When `group_by=project_id`, this field provides the project ID of the grouped usage result.
+            - type: 'null'
+      required:
+        - object
+        - usage_bytes
+      x-oaiMeta:
+        name: Vector stores usage object
+        example: |
+          {
+              "object": "organization.usage.vector_stores.result",
+              "usage_bytes": 1024,
+              "project_id": "proj_abc"
+          }
+    User:
+      type: object
+      description: Represents an individual `user` within an organization.
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.user
+          description: The object type, which is always `organization.user`
+          x-stainless-const: true
+        id:
+          type: string
+          description: The identifier, which can be referenced in API endpoints
+        name:
+          type: string
+          description: The name of the user
+        email:
+          type: string
+          description: The email address of the user
+        role:
+          type: string
+          enum:
+            - owner
+            - reader
+          description: '`owner` or `reader`'
+        added_at:
+          type: integer
+          description: The Unix timestamp (in seconds) of when the user was added.
+      required:
+        - object
+        - id
+        - name
+        - email
+        - role
+        - added_at
+      x-oaiMeta:
+        name: The user object
+        example: |
+          {
+              "object": "organization.user",
+              "id": "user_abc",
+              "name": "First Last",
+              "email": "user@example.com",
+              "role": "owner",
+              "added_at": 1711471533
+          }
+    UserDeleteResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - organization.user.deleted
+          x-stainless-const: true
+        id:
+          type: string
+        deleted:
+          type: boolean
+      required:
+        - object
+        - id
+        - deleted
+    UserListResponse:
+      type: object
+      properties:
+        object:
+          type: string
+          enum:
+            - list
+          x-stainless-const: true
+        data:
+          type: array
+          items:
+            $ref: '#/components/schemas/User'
+        first_id:
+          type: string
+        last_id:
+          type: string
+        has_more:
+          type: boolean
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    UserRoleUpdateRequest:
+      type: object
+      properties:
+        role:
+          type: string
+          enum:
+            - owner
+            - reader
+          description: '`owner` or `reader`'
+      required:
+        - role
+    VadConfig:
+      type: object
+      additionalProperties: false
+      required:
+        - type
+      properties:
+        type:
+          type: string
+          enum:
+            - server_vad
+          description: Must be set to `server_vad` to enable manual chunking using server side VAD.
+        prefix_padding_ms:
+          type: integer
+          default: 300
+          description: |
+            Amount of audio to include before the VAD detected speech (in
+            milliseconds).
+        silence_duration_ms:
+          type: integer
+          default: 200
+          description: |
+            Duration of silence to detect speech stop (in milliseconds).
+            With shorter values the model will respond more quickly,
+            but may jump in on short pauses from the user.
+        threshold:
+          type: number
+          default: 0.5
+          description: |
+            Sensitivity threshold (0.0 to 1.0) for voice activity detection. A
+            higher threshold will require louder audio to activate the model, and
+            thus might perform better in noisy environments.
+    ValidateGraderRequest:
+      type: object
+      title: ValidateGraderRequest
+      properties:
+        grader:
+          type: object
+          description: The grader used for the fine-tuning job.
+          anyOf:
+            - $ref: '#/components/schemas/GraderStringCheck'
+            - $ref: '#/components/schemas/GraderTextSimilarity'
+            - $ref: '#/components/schemas/GraderPython'
+            - $ref: '#/components/schemas/GraderScoreModel'
+            - $ref: '#/components/schemas/GraderMulti'
+      required:
+        - grader
+    ValidateGraderResponse:
+      type: object
+      title: ValidateGraderResponse
+      properties:
+        grader:
+          type: object
+          description: The grader used for the fine-tuning job.
+          anyOf:
+            - $ref: '#/components/schemas/GraderStringCheck'
+            - $ref: '#/components/schemas/GraderTextSimilarity'
+            - $ref: '#/components/schemas/GraderPython'
+            - $ref: '#/components/schemas/GraderScoreModel'
+            - $ref: '#/components/schemas/GraderMulti'
+    VectorStoreExpirationAfter:
+      type: object
+      title: Vector store expiration policy
+      description: The expiration policy for a vector store.
+      properties:
+        anchor:
+          description: 'Anchor timestamp after which the expiration policy applies. Supported anchors: `last_active_at`.'
+          type: string
+          enum:
+            - last_active_at
+          x-stainless-const: true
+        days:
+          description: The number of days after the anchor time that the vector store will expire.
+          type: integer
+          minimum: 1
+          maximum: 365
+      required:
+        - anchor
+        - days
+    VectorStoreFileAttributes:
+      anyOf:
+        - type: object
+          description: |
+            Set of 16 key-value pairs that can be attached to an object. This can be
+            useful for storing additional information about the object in a structured
+            format, and querying for objects via API or the dashboard. Keys are strings
+            with a maximum length of 64 characters. Values are strings with a maximum
+            length of 512 characters, booleans, or numbers.
+          maxProperties: 16
+          propertyNames:
+            type: string
+            maxLength: 64
+          additionalProperties:
+            anyOf:
+              - type: string
+                maxLength: 512
+              - type: number
+              - type: boolean
+          x-oaiTypeLabel: map
+        - type: 'null'
+    VectorStoreFileBatchObject:
+      type: object
+      title: Vector store file batch
+      description: A batch of files attached to a vector store.
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `vector_store.file_batch`.
+          type: string
+          enum:
+            - vector_store.files_batch
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the vector store files batch was created.
+          type: integer
+        vector_store_id:
+          description: >-
+            The ID of the [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object)
+            that the [File](https://platform.openai.com/docs/api-reference/files) is attached to.
+          type: string
+        status:
+          description: >-
+            The status of the vector store files batch, which can be either `in_progress`, `completed`,
+            `cancelled` or `failed`.
+          type: string
+          enum:
+            - in_progress
+            - completed
+            - cancelled
+            - failed
+        file_counts:
+          type: object
+          properties:
+            in_progress:
+              description: The number of files that are currently being processed.
+              type: integer
+            completed:
+              description: The number of files that have been processed.
+              type: integer
+            failed:
+              description: The number of files that have failed to process.
+              type: integer
+            cancelled:
+              description: The number of files that where cancelled.
+              type: integer
+            total:
+              description: The total number of files.
+              type: integer
+          required:
+            - in_progress
+            - completed
+            - cancelled
+            - failed
+            - total
+      required:
+        - id
+        - object
+        - created_at
+        - vector_store_id
+        - status
+        - file_counts
+      x-oaiMeta:
+        name: The vector store files batch object
+        beta: true
+        example: |
+          {
+            "id": "vsfb_123",
+            "object": "vector_store.files_batch",
+            "created_at": 1698107661,
+            "vector_store_id": "vs_abc123",
+            "status": "completed",
+            "file_counts": {
+              "in_progress": 0,
+              "completed": 100,
+              "failed": 0,
+              "cancelled": 0,
+              "total": 100
+            }
+          }
+    VectorStoreFileContentResponse:
+      type: object
+      description: Represents the parsed content of a vector store file.
+      properties:
+        object:
+          type: string
+          enum:
+            - vector_store.file_content.page
+          description: The object type, which is always `vector_store.file_content.page`
+          x-stainless-const: true
+        data:
+          type: array
+          description: Parsed content of the file.
+          items:
+            type: object
+            properties:
+              type:
+                type: string
+                description: The content type (currently only `"text"`)
+              text:
+                type: string
+                description: The text content
+        has_more:
+          type: boolean
+          description: Indicates if there are more content pages to fetch.
+        next_page:
+          anyOf:
+            - type: string
+              description: The token for the next page, if any.
+            - type: 'null'
+      required:
+        - object
+        - data
+        - has_more
+        - next_page
+    VectorStoreFileObject:
+      type: object
+      title: Vector store files
+      description: A list of files attached to a vector store.
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `vector_store.file`.
+          type: string
+          enum:
+            - vector_store.file
+          x-stainless-const: true
+        usage_bytes:
+          description: >-
+            The total vector store usage in bytes. Note that this may be different from the original file
+            size.
+          type: integer
+        created_at:
+          description: The Unix timestamp (in seconds) for when the vector store file was created.
+          type: integer
+        vector_store_id:
+          description: >-
+            The ID of the [vector store](https://platform.openai.com/docs/api-reference/vector-stores/object)
+            that the [File](https://platform.openai.com/docs/api-reference/files) is attached to.
+          type: string
+        status:
+          description: >-
+            The status of the vector store file, which can be either `in_progress`, `completed`, `cancelled`,
+            or `failed`. The status `completed` indicates that the vector store file is ready for use.
+          type: string
+          enum:
+            - in_progress
+            - completed
+            - cancelled
+            - failed
+        last_error:
+          anyOf:
+            - type: object
+              description: The last error associated with this vector store file. Will be `null` if there are no errors.
+              properties:
+                code:
+                  type: string
+                  description: One of `server_error`, `unsupported_file`, or `invalid_file`.
+                  enum:
+                    - server_error
+                    - unsupported_file
+                    - invalid_file
+                message:
+                  type: string
+                  description: A human-readable description of the error.
+              required:
+                - code
+                - message
+            - type: 'null'
+        chunking_strategy:
+          $ref: '#/components/schemas/ChunkingStrategyResponse'
+        attributes:
+          $ref: '#/components/schemas/VectorStoreFileAttributes'
+      required:
+        - id
+        - object
+        - usage_bytes
+        - created_at
+        - vector_store_id
+        - status
+        - last_error
+      x-oaiMeta:
+        name: The vector store file object
+        beta: true
+        example: |
+          {
+            "id": "file-abc123",
+            "object": "vector_store.file",
+            "usage_bytes": 1234,
+            "created_at": 1698107661,
+            "vector_store_id": "vs_abc123",
+            "status": "completed",
+            "last_error": null,
+            "chunking_strategy": {
+              "type": "static",
+              "static": {
+                "max_chunk_size_tokens": 800,
+                "chunk_overlap_tokens": 400
+              }
+            }
+          }
+    VectorStoreObject:
+      type: object
+      title: Vector store
+      description: A vector store is a collection of processed files can be used by the `file_search` tool.
+      properties:
+        id:
+          description: The identifier, which can be referenced in API endpoints.
+          type: string
+        object:
+          description: The object type, which is always `vector_store`.
+          type: string
+          enum:
+            - vector_store
+          x-stainless-const: true
+        created_at:
+          description: The Unix timestamp (in seconds) for when the vector store was created.
+          type: integer
+        name:
+          description: The name of the vector store.
+          type: string
+        usage_bytes:
+          description: The total number of bytes used by the files in the vector store.
+          type: integer
+        file_counts:
+          type: object
+          properties:
+            in_progress:
+              description: The number of files that are currently being processed.
+              type: integer
+            completed:
+              description: The number of files that have been successfully processed.
+              type: integer
+            failed:
+              description: The number of files that have failed to process.
+              type: integer
+            cancelled:
+              description: The number of files that were cancelled.
+              type: integer
+            total:
+              description: The total number of files.
+              type: integer
+          required:
+            - in_progress
+            - completed
+            - failed
+            - cancelled
+            - total
+        status:
+          description: >-
+            The status of the vector store, which can be either `expired`, `in_progress`, or `completed`. A
+            status of `completed` indicates that the vector store is ready for use.
+          type: string
+          enum:
+            - expired
+            - in_progress
+            - completed
+        expires_after:
+          $ref: '#/components/schemas/VectorStoreExpirationAfter'
+        expires_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the vector store will expire.
+              type: integer
+            - type: 'null'
+        last_active_at:
+          anyOf:
+            - description: The Unix timestamp (in seconds) for when the vector store was last active.
+              type: integer
+            - type: 'null'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+      required:
+        - id
+        - object
+        - usage_bytes
+        - created_at
+        - status
+        - last_active_at
+        - name
+        - file_counts
+        - metadata
+      x-oaiMeta:
+        name: The vector store object
+        example: |
+          {
+            "id": "vs_123",
+            "object": "vector_store",
+            "created_at": 1698107661,
+            "usage_bytes": 123456,
+            "last_active_at": 1698107661,
+            "name": "my_vector_store",
+            "status": "completed",
+            "file_counts": {
+              "in_progress": 0,
+              "completed": 100,
+              "cancelled": 0,
+              "failed": 0,
+              "total": 100
+            },
+            "last_used_at": 1698107661
+          }
+    VectorStoreSearchRequest:
+      type: object
+      additionalProperties: false
+      properties:
+        query:
+          description: A query string for a search
+          anyOf:
+            - type: string
+            - type: array
+              items:
+                type: string
+                description: A list of queries to search for.
+                minItems: 1
+        rewrite_query:
+          description: Whether to rewrite the natural language query for vector search.
+          type: boolean
+          default: false
+        max_num_results:
+          description: The maximum number of results to return. This number should be between 1 and 50 inclusive.
+          type: integer
+          default: 10
+          minimum: 1
+          maximum: 50
+        filters:
+          description: A filter to apply based on file attributes.
+          anyOf:
+            - $ref: '#/components/schemas/ComparisonFilter'
+            - $ref: '#/components/schemas/CompoundFilter'
+        ranking_options:
+          description: Ranking options for search.
+          type: object
+          additionalProperties: false
+          properties:
+            ranker:
+              description: Enable re-ranking; set to `none` to disable, which can help reduce latency.
+              type: string
+              enum:
+                - none
+                - auto
+                - default-2024-11-15
+              default: auto
+            score_threshold:
+              type: number
+              minimum: 0
+              maximum: 1
+              default: 0
+      required:
+        - query
+      x-oaiMeta:
+        name: Vector store search request
+    VectorStoreSearchResultContentObject:
+      type: object
+      additionalProperties: false
+      properties:
+        type:
+          description: The type of content.
+          type: string
+          enum:
+            - text
+        text:
+          description: The text content returned from search.
+          type: string
+      required:
+        - type
+        - text
+      x-oaiMeta:
+        name: Vector store search result content object
+    VectorStoreSearchResultItem:
+      type: object
+      additionalProperties: false
+      properties:
+        file_id:
+          type: string
+          description: The ID of the vector store file.
+        filename:
+          type: string
+          description: The name of the vector store file.
+        score:
+          type: number
+          description: The similarity score for the result.
+          minimum: 0
+          maximum: 1
+        attributes:
+          $ref: '#/components/schemas/VectorStoreFileAttributes'
+        content:
+          type: array
+          description: Content chunks from the file.
+          items:
+            $ref: '#/components/schemas/VectorStoreSearchResultContentObject'
+      required:
+        - file_id
+        - filename
+        - score
+        - attributes
+        - content
+      x-oaiMeta:
+        name: Vector store search result item
+    VectorStoreSearchResultsPage:
+      type: object
+      additionalProperties: false
+      properties:
+        object:
+          type: string
+          enum:
+            - vector_store.search_results.page
+          description: The object type, which is always `vector_store.search_results.page`
+          x-stainless-const: true
+        search_query:
+          type: array
+          items:
+            type: string
+            description: The query used for this search.
+            minItems: 1
+        data:
+          type: array
+          description: The list of search result items.
+          items:
+            $ref: '#/components/schemas/VectorStoreSearchResultItem'
+        has_more:
+          type: boolean
+          description: Indicates if there are more results to fetch.
+        next_page:
+          anyOf:
+            - type: string
+              description: The token for the next page, if any.
+            - type: 'null'
+      required:
+        - object
+        - search_query
+        - data
+        - has_more
+        - next_page
+      x-oaiMeta:
+        name: Vector store search results page
+    Verbosity:
+      anyOf:
+        - type: string
+          enum:
+            - low
+            - medium
+            - high
+          default: medium
+          description: |
+            Constrains the verbosity of the model's response. Lower values will result in
+            more concise responses, while higher values will result in more verbose responses.
+            Currently supported values are `low`, `medium`, and `high`.
+        - type: 'null'
+    VoiceIdsShared:
+      example: ash
+      anyOf:
+        - type: string
+        - type: string
+          enum:
+            - alloy
+            - ash
+            - ballad
+            - coral
+            - echo
+            - sage
+            - shimmer
+            - verse
+            - marin
+            - cedar
+    Wait:
+      type: object
+      title: Wait
+      description: |
+        A wait action.
+      properties:
+        type:
+          type: string
+          enum:
+            - wait
+          default: wait
+          description: |
+            Specifies the event type. For a wait action, this property is
+            always set to `wait`.
+          x-stainless-const: true
+      required:
+        - type
+    WebSearchActionFind:
+      type: object
+      title: Find action
+      description: |
+        Action type "find": Searches for a pattern within a loaded page.
+      properties:
+        type:
+          type: string
+          enum:
+            - find
+          description: |
+            The action type.
+          x-stainless-const: true
+        url:
+          type: string
+          format: uri
+          description: |
+            The URL of the page searched for the pattern.
+        pattern:
+          type: string
+          description: |
+            The pattern or text to search for within the page.
+      required:
+        - type
+        - url
+        - pattern
+    WebSearchActionOpenPage:
+      type: object
+      title: Open page action
+      description: |
+        Action type "open_page" - Opens a specific URL from search results.
+      properties:
+        type:
+          type: string
+          enum:
+            - open_page
+          description: |
+            The action type.
+          x-stainless-const: true
+        url:
+          type: string
+          format: uri
+          description: |
+            The URL opened by the model.
+      required:
+        - type
+        - url
+    WebSearchActionSearch:
+      type: object
+      title: Search action
+      description: |
+        Action type "search" - Performs a web search query.
+      properties:
+        type:
+          type: string
+          enum:
+            - search
+          description: |
+            The action type.
+          x-stainless-const: true
+        query:
+          type: string
+          description: |
+            The search query.
+        sources:
+          type: array
+          title: Web search sources
+          description: |
+            The sources used in the search.
+          items:
+            type: object
+            title: Web search source
+            description: |
+              A source used in the search.
+            properties:
+              type:
+                type: string
+                enum:
+                  - url
+                description: |
+                  The type of source. Always `url`.
+                x-stainless-const: true
+              url:
+                type: string
+                description: |
+                  The URL of the source.
+            required:
+              - type
+              - url
+      required:
+        - type
+        - query
+    WebSearchApproximateLocation:
+      anyOf:
+        - type: object
+          title: Web search approximate location
+          description: |
+            The approximate location of the user.
+          properties:
+            type:
+              type: string
+              enum:
+                - approximate
+              description: The type of location approximation. Always `approximate`.
+              default: approximate
+              x-stainless-const: true
+            country:
+              anyOf:
+                - type: string
+                  description: >-
+                    The two-letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1) of the user,
+                    e.g. `US`.
+                - type: 'null'
+            region:
+              anyOf:
+                - type: string
+                  description: Free text input for the region of the user, e.g. `California`.
+                - type: 'null'
+            city:
+              anyOf:
+                - type: string
+                  description: Free text input for the city of the user, e.g. `San Francisco`.
+                - type: 'null'
+            timezone:
+              anyOf:
+                - type: string
+                  description: >-
+                    The [IANA timezone](https://timeapi.io/documentation/iana-timezones) of the user, e.g.
+                    `America/Los_Angeles`.
+                - type: 'null'
+        - type: 'null'
+    WebSearchContextSize:
+      type: string
+      description: |
+        High level guidance for the amount of context window space to use for the
+        search. One of `low`, `medium`, or `high`. `medium` is the default.
+      enum:
+        - low
+        - medium
+        - high
+      default: medium
+    WebSearchLocation:
+      type: object
+      title: Web search location
+      description: Approximate location parameters for the search.
+      properties:
+        country:
+          type: string
+          description: |
+            The two-letter
+            [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1) of the user,
+            e.g. `US`.
+        region:
+          type: string
+          description: |
+            Free text input for the region of the user, e.g. `California`.
+        city:
+          type: string
+          description: |
+            Free text input for the city of the user, e.g. `San Francisco`.
+        timezone:
+          type: string
+          description: |
+            The [IANA timezone](https://timeapi.io/documentation/iana-timezones)
+            of the user, e.g. `America/Los_Angeles`.
+    WebSearchTool:
+      type: object
+      title: Web search
+      description: |
+        Search the Internet for sources related to the prompt. Learn more about the
+        [web search tool](https://platform.openai.com/docs/guides/tools-web-search).
+      properties:
+        type:
+          type: string
+          enum:
+            - web_search
+            - web_search_2025_08_26
+          description: The type of the web search tool. One of `web_search` or `web_search_2025_08_26`.
+          default: web_search
+        filters:
+          anyOf:
+            - type: object
+              description: |
+                Filters for the search.
+              properties:
+                allowed_domains:
+                  anyOf:
+                    - type: array
+                      title: Allowed domains for the search.
+                      description: |
+                        Allowed domains for the search. If not provided, all domains are allowed.
+                        Subdomains of the provided domains are allowed as well.
+
+                        Example: `["pubmed.ncbi.nlm.nih.gov"]`
+                      items:
+                        type: string
+                        description: Allowed domain for the search.
+                      default: []
+                    - type: 'null'
+            - type: 'null'
+        user_location:
+          $ref: '#/components/schemas/WebSearchApproximateLocation'
+        search_context_size:
+          type: string
+          enum:
+            - low
+            - medium
+            - high
+          default: medium
+          description: >-
+            High level guidance for the amount of context window space to use for the search. One of `low`,
+            `medium`, or `high`. `medium` is the default.
+      required:
+        - type
+    WebSearchToolCall:
+      type: object
+      title: Web search tool call
+      description: |
+        The results of a web search tool call. See the
+        [web search guide](https://platform.openai.com/docs/guides/tools-web-search) for more information.
+      properties:
+        id:
+          type: string
+          description: |
+            The unique ID of the web search tool call.
+        type:
+          type: string
+          enum:
+            - web_search_call
+          description: |
+            The type of the web search tool call. Always `web_search_call`.
+          x-stainless-const: true
+        status:
+          type: string
+          description: |
+            The status of the web search tool call.
+          enum:
+            - in_progress
+            - searching
+            - completed
+            - failed
+        action:
+          type: object
+          description: |
+            An object describing the specific action taken in this web search call.
+            Includes details on how the model used the web (search, open_page, find).
+          discriminator:
+            propertyName: type
+          anyOf:
+            - $ref: '#/components/schemas/WebSearchActionSearch'
+            - $ref: '#/components/schemas/WebSearchActionOpenPage'
+            - $ref: '#/components/schemas/WebSearchActionFind'
+      required:
+        - id
+        - type
+        - status
+        - action
+    WebhookBatchCancelled:
+      type: object
+      title: batch.cancelled
+      description: |
+        Sent when a batch API request has been cancelled.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the batch API request was cancelled.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the batch API request.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `batch.cancelled`.
+          enum:
+            - batch.cancelled
+          x-stainless-const: true
+      x-oaiMeta:
+        name: batch.cancelled
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "batch.cancelled",
+            "created_at": 1719168000,
+            "data": {
+              "id": "batch_abc123"
+            }
+          }
+    WebhookBatchCompleted:
+      type: object
+      title: batch.completed
+      description: |
+        Sent when a batch API request has been completed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the batch API request was completed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the batch API request.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `batch.completed`.
+          enum:
+            - batch.completed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: batch.completed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "batch.completed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "batch_abc123"
+            }
+          }
+    WebhookBatchExpired:
+      type: object
+      title: batch.expired
+      description: |
+        Sent when a batch API request has expired.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the batch API request expired.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the batch API request.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `batch.expired`.
+          enum:
+            - batch.expired
+          x-stainless-const: true
+      x-oaiMeta:
+        name: batch.expired
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "batch.expired",
+            "created_at": 1719168000,
+            "data": {
+              "id": "batch_abc123"
+            }
+          }
+    WebhookBatchFailed:
+      type: object
+      title: batch.failed
+      description: |
+        Sent when a batch API request has failed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the batch API request failed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the batch API request.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `batch.failed`.
+          enum:
+            - batch.failed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: batch.failed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "batch.failed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "batch_abc123"
+            }
+          }
+    WebhookEvalRunCanceled:
+      type: object
+      title: eval.run.canceled
+      description: |
+        Sent when an eval run has been canceled.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the eval run was canceled.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the eval run.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `eval.run.canceled`.
+          enum:
+            - eval.run.canceled
+          x-stainless-const: true
+      x-oaiMeta:
+        name: eval.run.canceled
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "eval.run.canceled",
+            "created_at": 1719168000,
+            "data": {
+              "id": "evalrun_abc123"
+            }
+          }
+    WebhookEvalRunFailed:
+      type: object
+      title: eval.run.failed
+      description: |
+        Sent when an eval run has failed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the eval run failed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the eval run.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `eval.run.failed`.
+          enum:
+            - eval.run.failed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: eval.run.failed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "eval.run.failed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "evalrun_abc123"
+            }
+          }
+    WebhookEvalRunSucceeded:
+      type: object
+      title: eval.run.succeeded
+      description: |
+        Sent when an eval run has succeeded.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the eval run succeeded.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the eval run.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `eval.run.succeeded`.
+          enum:
+            - eval.run.succeeded
+          x-stainless-const: true
+      x-oaiMeta:
+        name: eval.run.succeeded
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "eval.run.succeeded",
+            "created_at": 1719168000,
+            "data": {
+              "id": "evalrun_abc123"
+            }
+          }
+    WebhookFineTuningJobCancelled:
+      type: object
+      title: fine_tuning.job.cancelled
+      description: |
+        Sent when a fine-tuning job has been cancelled.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the fine-tuning job was cancelled.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the fine-tuning job.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `fine_tuning.job.cancelled`.
+          enum:
+            - fine_tuning.job.cancelled
+          x-stainless-const: true
+      x-oaiMeta:
+        name: fine_tuning.job.cancelled
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "fine_tuning.job.cancelled",
+            "created_at": 1719168000,
+            "data": {
+              "id": "ftjob_abc123"
+            }
+          }
+    WebhookFineTuningJobFailed:
+      type: object
+      title: fine_tuning.job.failed
+      description: |
+        Sent when a fine-tuning job has failed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the fine-tuning job failed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the fine-tuning job.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `fine_tuning.job.failed`.
+          enum:
+            - fine_tuning.job.failed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: fine_tuning.job.failed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "fine_tuning.job.failed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "ftjob_abc123"
+            }
+          }
+    WebhookFineTuningJobSucceeded:
+      type: object
+      title: fine_tuning.job.succeeded
+      description: |
+        Sent when a fine-tuning job has succeeded.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the fine-tuning job succeeded.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the fine-tuning job.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `fine_tuning.job.succeeded`.
+          enum:
+            - fine_tuning.job.succeeded
+          x-stainless-const: true
+      x-oaiMeta:
+        name: fine_tuning.job.succeeded
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "fine_tuning.job.succeeded",
+            "created_at": 1719168000,
+            "data": {
+              "id": "ftjob_abc123"
+            }
+          }
+    WebhookRealtimeCallIncoming:
+      type: object
+      title: realtime.call.incoming
+      description: |
+        Sent when Realtime API Receives a incoming SIP call.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the model response was completed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - call_id
+            - sip_headers
+          properties:
+            call_id:
+              type: string
+              description: |
+                The unique ID of this call.
+            sip_headers:
+              type: array
+              description: |
+                Headers from the SIP Invite.
+              items:
+                type: object
+                description: |
+                  A header from the SIP Invite.
+                required:
+                  - name
+                  - value
+                properties:
+                  name:
+                    type: string
+                    description: |
+                      Name of the SIP Header.
+                  value:
+                    type: string
+                    description: |
+                      Value of the SIP Header.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `realtime.call.incoming`.
+          enum:
+            - realtime.call.incoming
+          x-stainless-const: true
+      x-oaiMeta:
+        name: realtime.call.incoming
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "realtime.call.incoming",
+            "created_at": 1719168000,
+            "data": {
+              "call_id": "rtc_479a275623b54bdb9b6fbae2f7cbd408",
+              "sip_headers": [
+                {"name": "Max-Forwards", "value": "63"},
+                {"name": "CSeq", "value": "851287 INVITE"},
+                {"name": "Content-Type", "value": "application/sdp"},
+              ]
+            }
+          }
+    WebhookResponseCancelled:
+      type: object
+      title: response.cancelled
+      description: |
+        Sent when a background response has been cancelled.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the model response was cancelled.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the model response.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.cancelled`.
+          enum:
+            - response.cancelled
+          x-stainless-const: true
+      x-oaiMeta:
+        name: response.cancelled
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "response.cancelled",
+            "created_at": 1719168000,
+            "data": {
+              "id": "resp_abc123"
+            }
+          }
+    WebhookResponseCompleted:
+      type: object
+      title: response.completed
+      description: |
+        Sent when a background response has been completed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the model response was completed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the model response.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.completed`.
+          enum:
+            - response.completed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: response.completed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "response.completed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "resp_abc123"
+            }
+          }
+    WebhookResponseFailed:
+      type: object
+      title: response.failed
+      description: |
+        Sent when a background response has failed.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the model response failed.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the model response.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.failed`.
+          enum:
+            - response.failed
+          x-stainless-const: true
+      x-oaiMeta:
+        name: response.failed
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "response.failed",
+            "created_at": 1719168000,
+            "data": {
+              "id": "resp_abc123"
+            }
+          }
+    WebhookResponseIncomplete:
+      type: object
+      title: response.incomplete
+      description: |
+        Sent when a background response has been interrupted.
+      required:
+        - created_at
+        - id
+        - data
+        - type
+      properties:
+        created_at:
+          type: integer
+          description: |
+            The Unix timestamp (in seconds) of when the model response was interrupted.
+        id:
+          type: string
+          description: |
+            The unique ID of the event.
+        data:
+          type: object
+          description: |
+            Event data payload.
+          required:
+            - id
+          properties:
+            id:
+              type: string
+              description: |
+                The unique ID of the model response.
+        object:
+          type: string
+          description: |
+            The object of the event. Always `event`.
+          enum:
+            - event
+          x-stainless-const: true
+        type:
+          type: string
+          description: |
+            The type of the event. Always `response.incomplete`.
+          enum:
+            - response.incomplete
+          x-stainless-const: true
+      x-oaiMeta:
+        name: response.incomplete
+        group: webhook-events
+        example: |
+          {
+            "id": "evt_abc123",
+            "type": "response.incomplete",
+            "created_at": 1719168000,
+            "data": {
+              "id": "resp_abc123"
+            }
+          }
+    IncludeEnum:
+      type: string
+      enum:
+        - file_search_call.results
+        - web_search_call.results
+        - web_search_call.action.sources
+        - message.input_image.image_url
+        - computer_call_output.output.image_url
+        - code_interpreter_call.outputs
+        - reasoning.encrypted_content
+        - message.output_text.logprobs
+      description: >-
+        Specify additional output data to include in the model response. Currently supported values are:
+
+        - `web_search_call.action.sources`: Include the sources of the web search tool call.
+
+        - `code_interpreter_call.outputs`: Includes the outputs of python code execution in code interpreter
+        tool call items.
+
+        - `computer_call_output.output.image_url`: Include image urls from the computer call output.
+
+        - `file_search_call.results`: Include the search results of the file search tool call.
+
+        - `message.input_image.image_url`: Include image urls from the input message.
+
+        - `message.output_text.logprobs`: Include logprobs with assistant messages.
+
+        - `reasoning.encrypted_content`: Includes an encrypted version of reasoning tokens in reasoning item
+        outputs. This enables reasoning items to be used in multi-turn conversations when using the Responses
+        API statelessly (like when the `store` parameter is set to `false`, or when an organization is
+        enrolled in the zero data retention program).
+    MessageStatus:
+      type: string
+      enum:
+        - in_progress
+        - completed
+        - incomplete
+    MessageRole:
+      type: string
+      enum:
+        - unknown
+        - user
+        - assistant
+        - system
+        - critic
+        - discriminator
+        - developer
+        - tool
+    InputTextContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_text
+          description: The type of the input item. Always `input_text`.
+          default: input_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: The text input to the model.
+      type: object
+      required:
+        - type
+        - text
+      title: Input text
+      description: A text input to the model.
+    FileCitationBody:
+      properties:
+        type:
+          type: string
+          enum:
+            - file_citation
+          description: The type of the file citation. Always `file_citation`.
+          default: file_citation
+          x-stainless-const: true
+        file_id:
+          type: string
+          description: The ID of the file.
+        index:
+          type: integer
+          description: The index of the file in the list of files.
+        filename:
+          type: string
+          description: The filename of the file cited.
+      type: object
+      required:
+        - type
+        - file_id
+        - index
+        - filename
+      title: File citation
+      description: A citation to a file.
+    UrlCitationBody:
+      properties:
+        type:
+          type: string
+          enum:
+            - url_citation
+          description: The type of the URL citation. Always `url_citation`.
+          default: url_citation
+          x-stainless-const: true
+        url:
+          type: string
+          description: The URL of the web resource.
+        start_index:
+          type: integer
+          description: The index of the first character of the URL citation in the message.
+        end_index:
+          type: integer
+          description: The index of the last character of the URL citation in the message.
+        title:
+          type: string
+          description: The title of the web resource.
+      type: object
+      required:
+        - type
+        - url
+        - start_index
+        - end_index
+        - title
+      title: URL citation
+      description: A citation for a web resource used to generate a model response.
+    ContainerFileCitationBody:
+      properties:
+        type:
+          type: string
+          enum:
+            - container_file_citation
+          description: The type of the container file citation. Always `container_file_citation`.
+          default: container_file_citation
+          x-stainless-const: true
+        container_id:
+          type: string
+          description: The ID of the container file.
+        file_id:
+          type: string
+          description: The ID of the file.
+        start_index:
+          type: integer
+          description: The index of the first character of the container file citation in the message.
+        end_index:
+          type: integer
+          description: The index of the last character of the container file citation in the message.
+        filename:
+          type: string
+          description: The filename of the container file cited.
+      type: object
+      required:
+        - type
+        - container_id
+        - file_id
+        - start_index
+        - end_index
+        - filename
+      title: Container file citation
+      description: A citation for a container file used to generate a model response.
+    Annotation:
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/FileCitationBody'
+        - $ref: '#/components/schemas/UrlCitationBody'
+        - $ref: '#/components/schemas/ContainerFileCitationBody'
+        - $ref: '#/components/schemas/FilePath'
+    TopLogProb:
+      properties:
+        token:
+          type: string
+        logprob:
+          type: number
+        bytes:
+          items:
+            type: integer
+          type: array
+      type: object
+      required:
+        - token
+        - logprob
+        - bytes
+      title: Top log probability
+      description: The top log probability of a token.
+    LogProb:
+      properties:
+        token:
+          type: string
+        logprob:
+          type: number
+        bytes:
+          items:
+            type: integer
+          type: array
+        top_logprobs:
+          items:
+            $ref: '#/components/schemas/TopLogProb'
+          type: array
+      type: object
+      required:
+        - token
+        - logprob
+        - bytes
+        - top_logprobs
+      title: Log probability
+      description: The log probability of a token.
+    OutputTextContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - output_text
+          description: The type of the output text. Always `output_text`.
+          default: output_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: The text output from the model.
+        annotations:
+          items:
+            $ref: '#/components/schemas/Annotation'
+          type: array
+          description: The annotations of the text output.
+        logprobs:
+          items:
+            $ref: '#/components/schemas/LogProb'
+          type: array
+      type: object
+      required:
+        - type
+        - text
+        - annotations
+      title: Output text
+      description: A text output from the model.
+    TextContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - text
+          default: text
+          x-stainless-const: true
+        text:
+          type: string
+      type: object
+      required:
+        - type
+        - text
+      title: Text Content
+      description: A text content.
+    SummaryTextContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - summary_text
+          description: The type of the object. Always `summary_text`.
+          default: summary_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: A summary of the reasoning output from the model so far.
+      type: object
+      required:
+        - type
+        - text
+      title: Summary text
+      description: A summary text from the model.
+    ReasoningTextContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - reasoning_text
+          description: The type of the reasoning text. Always `reasoning_text`.
+          default: reasoning_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: The reasoning text from the model.
+      type: object
+      required:
+        - type
+        - text
+      title: ReasoningTextContent
+      description: Reasoning text from the model.
+    RefusalContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - refusal
+          description: The type of the refusal. Always `refusal`.
+          default: refusal
+          x-stainless-const: true
+        refusal:
+          type: string
+          description: The refusal explanation from the model.
+      type: object
+      required:
+        - type
+        - refusal
+      title: Refusal
+      description: A refusal from the model.
+    ImageDetail:
+      type: string
+      enum:
+        - low
+        - high
+        - auto
+    InputImageContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_image
+          description: The type of the input item. Always `input_image`.
+          default: input_image
+          x-stainless-const: true
+        image_url:
+          anyOf:
+            - type: string
+              description: >-
+                The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in
+                a data URL.
+            - type: 'null'
+        file_id:
+          anyOf:
+            - type: string
+              description: The ID of the file to be sent to the model.
+            - type: 'null'
+        detail:
+          $ref: '#/components/schemas/ImageDetail'
+          description: >-
+            The detail level of the image to be sent to the model. One of `high`, `low`, or `auto`. Defaults
+            to `auto`.
+      type: object
+      required:
+        - type
+        - detail
+      title: Input image
+      description: >-
+        An image input to the model. Learn about [image
+        inputs](https://platform.openai.com/docs/guides/vision).
+    ComputerScreenshotContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - computer_screenshot
+          description: >-
+            Specifies the event type. For a computer screenshot, this property is always set to
+            `computer_screenshot`.
+          default: computer_screenshot
+          x-stainless-const: true
+        image_url:
+          anyOf:
+            - type: string
+              description: The URL of the screenshot image.
+            - type: 'null'
+        file_id:
+          anyOf:
+            - type: string
+              description: The identifier of an uploaded file that contains the screenshot.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - image_url
+        - file_id
+      title: Computer screenshot
+      description: A screenshot of a computer.
+    InputFileContent:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_file
+          description: The type of the input item. Always `input_file`.
+          default: input_file
+          x-stainless-const: true
+        file_id:
+          anyOf:
+            - type: string
+              description: The ID of the file to be sent to the model.
+            - type: 'null'
+        filename:
+          type: string
+          description: The name of the file to be sent to the model.
+        file_url:
+          type: string
+          description: The URL of the file to be sent to the model.
+        file_data:
+          type: string
+          description: |
+            The content of the file to be sent to the model.
+      type: object
+      required:
+        - type
+      title: Input file
+      description: A file input to the model.
+    Message:
+      properties:
+        type:
+          type: string
+          enum:
+            - message
+          description: The type of the message. Always set to `message`.
+          default: message
+          x-stainless-const: true
+        id:
+          type: string
+          description: The unique ID of the message.
+        status:
+          $ref: '#/components/schemas/MessageStatus'
+          description: >-
+            The status of item. One of `in_progress`, `completed`, or `incomplete`. Populated when items are
+            returned via API.
+        role:
+          $ref: '#/components/schemas/MessageRole'
+          description: >-
+            The role of the message. One of `unknown`, `user`, `assistant`, `system`, `critic`,
+            `discriminator`, `developer`, or `tool`.
+        content:
+          items:
+            discriminator:
+              propertyName: type
+            anyOf:
+              - $ref: '#/components/schemas/InputTextContent'
+              - $ref: '#/components/schemas/OutputTextContent'
+              - $ref: '#/components/schemas/TextContent'
+              - $ref: '#/components/schemas/SummaryTextContent'
+              - $ref: '#/components/schemas/ReasoningTextContent'
+              - $ref: '#/components/schemas/RefusalContent'
+              - $ref: '#/components/schemas/InputImageContent'
+              - $ref: '#/components/schemas/ComputerScreenshotContent'
+              - $ref: '#/components/schemas/InputFileContent'
+          type: array
+          description: The content of the message
+      type: object
+      required:
+        - type
+        - id
+        - status
+        - role
+        - content
+      title: Message
+      description: A message to or from the model.
+    ClickButtonType:
+      type: string
+      enum:
+        - left
+        - right
+        - wheel
+        - back
+        - forward
+    ClickParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - click
+          description: Specifies the event type. For a click action, this property is always `click`.
+          default: click
+          x-stainless-const: true
+        button:
+          $ref: '#/components/schemas/ClickButtonType'
+          description: >-
+            Indicates which mouse button was pressed during the click. One of `left`, `right`, `wheel`,
+            `back`, or `forward`.
+        x:
+          type: integer
+          description: The x-coordinate where the click occurred.
+        'y':
+          type: integer
+          description: The y-coordinate where the click occurred.
+      type: object
+      required:
+        - type
+        - button
+        - x
+        - 'y'
+      title: Click
+      description: A click action.
+    DoubleClickAction:
+      properties:
+        type:
+          type: string
+          enum:
+            - double_click
+          description: >-
+            Specifies the event type. For a double click action, this property is always set to
+            `double_click`.
+          default: double_click
+          x-stainless-const: true
+        x:
+          type: integer
+          description: The x-coordinate where the double click occurred.
+        'y':
+          type: integer
+          description: The y-coordinate where the double click occurred.
+      type: object
+      required:
+        - type
+        - x
+        - 'y'
+      title: DoubleClick
+      description: A double click action.
+    DragPoint:
+      properties:
+        x:
+          type: integer
+          description: The x-coordinate.
+        'y':
+          type: integer
+          description: The y-coordinate.
+      type: object
+      required:
+        - x
+        - 'y'
+      title: Coordinate
+      description: 'An x/y coordinate pair, e.g. `{ x: 100, y: 200 }`.'
+    KeyPressAction:
+      properties:
+        type:
+          type: string
+          enum:
+            - keypress
+          description: Specifies the event type. For a keypress action, this property is always set to `keypress`.
+          default: keypress
+          x-stainless-const: true
+        keys:
+          items:
+            type: string
+            description: One of the keys the model is requesting to be pressed.
+          type: array
+          description: >-
+            The combination of keys the model is requesting to be pressed. This is an array of strings, each
+            representing a key.
+      type: object
+      required:
+        - type
+        - keys
+      title: KeyPress
+      description: A collection of keypresses the model would like to perform.
+    ComputerCallSafetyCheckParam:
+      properties:
+        id:
+          type: string
+          description: The ID of the pending safety check.
+        code:
+          anyOf:
+            - type: string
+              description: The type of the pending safety check.
+            - type: 'null'
+        message:
+          anyOf:
+            - type: string
+              description: Details about the pending safety check.
+            - type: 'null'
+      type: object
+      required:
+        - id
+      description: A pending safety check for the computer call.
+    CodeInterpreterOutputLogs:
+      properties:
+        type:
+          type: string
+          enum:
+            - logs
+          description: The type of the output. Always `logs`.
+          default: logs
+          x-stainless-const: true
+        logs:
+          type: string
+          description: The logs output from the code interpreter.
+      type: object
+      required:
+        - type
+        - logs
+      title: Code interpreter output logs
+      description: The logs output from the code interpreter.
+    CodeInterpreterOutputImage:
+      properties:
+        type:
+          type: string
+          enum:
+            - image
+          description: The type of the output. Always `image`.
+          default: image
+          x-stainless-const: true
+        url:
+          type: string
+          description: The URL of the image output from the code interpreter.
+      type: object
+      required:
+        - type
+        - url
+      title: Code interpreter output image
+      description: The image output from the code interpreter.
+    LocalShellExecAction:
+      properties:
+        type:
+          type: string
+          enum:
+            - exec
+          description: The type of the local shell action. Always `exec`.
+          default: exec
+          x-stainless-const: true
+        command:
+          items:
+            type: string
+          type: array
+          description: The command to run.
+        timeout_ms:
+          anyOf:
+            - type: integer
+              description: Optional timeout in milliseconds for the command.
+            - type: 'null'
+        working_directory:
+          anyOf:
+            - type: string
+              description: Optional working directory to run the command in.
+            - type: 'null'
+        env:
+          additionalProperties:
+            type: string
+          type: object
+          description: Environment variables to set for the command.
+          x-oaiTypeLabel: map
+        user:
+          anyOf:
+            - type: string
+              description: Optional user to run the command as.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - command
+        - env
+      title: Local shell exec action
+      description: Execute a shell command on the server.
+    MCPToolCallStatus:
+      type: string
+      enum:
+        - in_progress
+        - completed
+        - incomplete
+        - calling
+        - failed
+    DetailEnum:
+      type: string
+      enum:
+        - low
+        - high
+        - auto
+    FunctionCallItemStatus:
+      type: string
+      enum:
+        - in_progress
+        - completed
+        - incomplete
+    ComputerCallOutputItemParam:
+      properties:
+        id:
+          anyOf:
+            - type: string
+              description: The ID of the computer tool call output.
+              example: cuo_123
+            - type: 'null'
+        call_id:
+          type: string
+          maxLength: 64
+          minLength: 1
+          description: The ID of the computer tool call that produced the output.
+        type:
+          type: string
+          enum:
+            - computer_call_output
+          description: The type of the computer tool call output. Always `computer_call_output`.
+          default: computer_call_output
+          x-stainless-const: true
+        output:
+          $ref: '#/components/schemas/ComputerScreenshotImage'
+        acknowledged_safety_checks:
+          anyOf:
+            - items:
+                $ref: '#/components/schemas/ComputerCallSafetyCheckParam'
+              type: array
+              description: The safety checks reported by the API that have been acknowledged by the developer.
+            - type: 'null'
+        status:
+          anyOf:
+            - $ref: '#/components/schemas/FunctionCallItemStatus'
+              description: >-
+                The status of the message input. One of `in_progress`, `completed`, or `incomplete`. Populated
+                when input items are returned via API.
+            - type: 'null'
+      type: object
+      required:
+        - call_id
+        - type
+        - output
+      title: Computer tool call output
+      description: The output of a computer tool call.
+    InputTextContentParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_text
+          description: The type of the input item. Always `input_text`.
+          default: input_text
+          x-stainless-const: true
+        text:
+          type: string
+          maxLength: 10485760
+          description: The text input to the model.
+      type: object
+      required:
+        - type
+        - text
+      title: Input text
+      description: A text input to the model.
+    InputImageContentParamAutoParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_image
+          description: The type of the input item. Always `input_image`.
+          default: input_image
+          x-stainless-const: true
+        image_url:
+          anyOf:
+            - type: string
+              maxLength: 20971520
+              description: >-
+                The URL of the image to be sent to the model. A fully qualified URL or base64 encoded image in
+                a data URL.
+            - type: 'null'
+        file_id:
+          anyOf:
+            - type: string
+              description: The ID of the file to be sent to the model.
+              example: file-123
+            - type: 'null'
+        detail:
+          anyOf:
+            - $ref: '#/components/schemas/DetailEnum'
+              description: >-
+                The detail level of the image to be sent to the model. One of `high`, `low`, or `auto`.
+                Defaults to `auto`.
+            - type: 'null'
+      type: object
+      required:
+        - type
+      title: Input image
+      description: >-
+        An image input to the model. Learn about [image
+        inputs](https://platform.openai.com/docs/guides/vision)
+    InputFileContentParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_file
+          description: The type of the input item. Always `input_file`.
+          default: input_file
+          x-stainless-const: true
+        file_id:
+          anyOf:
+            - type: string
+              description: The ID of the file to be sent to the model.
+              example: file-123
+            - type: 'null'
+        filename:
+          anyOf:
+            - type: string
+              description: The name of the file to be sent to the model.
+            - type: 'null'
+        file_data:
+          anyOf:
+            - type: string
+              maxLength: 33554432
+              description: The base64-encoded data of the file to be sent to the model.
+            - type: 'null'
+        file_url:
+          anyOf:
+            - type: string
+              description: The URL of the file to be sent to the model.
+            - type: 'null'
+      type: object
+      required:
+        - type
+      title: Input file
+      description: A file input to the model.
+    FunctionCallOutputItemParam:
+      properties:
+        id:
+          anyOf:
+            - type: string
+              description: The unique ID of the function tool call output. Populated when this item is returned via API.
+              example: fc_123
+            - type: 'null'
+        call_id:
+          type: string
+          maxLength: 64
+          minLength: 1
+          description: The unique ID of the function tool call generated by the model.
+        type:
+          type: string
+          enum:
+            - function_call_output
+          description: The type of the function tool call output. Always `function_call_output`.
+          default: function_call_output
+          x-stainless-const: true
+        output:
+          description: Text, image, or file output of the function tool call.
+          anyOf:
+            - type: string
+              maxLength: 10485760
+              description: A JSON string of the output of the function tool call.
+            - items:
+                discriminator:
+                  propertyName: type
+                anyOf:
+                  - $ref: '#/components/schemas/InputTextContentParam'
+                  - $ref: '#/components/schemas/InputImageContentParamAutoParam'
+                  - $ref: '#/components/schemas/InputFileContentParam'
+              type: array
+        status:
+          anyOf:
+            - $ref: '#/components/schemas/FunctionCallItemStatus'
+              description: >-
+                The status of the item. One of `in_progress`, `completed`, or `incomplete`. Populated when
+                items are returned via API.
+            - type: 'null'
+      type: object
+      required:
+        - call_id
+        - type
+        - output
+      title: Function tool call output
+      description: The output of a function tool call.
+    ItemReferenceParam:
+      properties:
+        type:
+          anyOf:
+            - type: string
+              enum:
+                - item_reference
+              description: The type of item to reference. Always `item_reference`.
+              default: item_reference
+              x-stainless-const: true
+            - type: 'null'
+        id:
+          type: string
+          description: The ID of the item to reference.
+      type: object
+      required:
+        - id
+      title: Item reference
+      description: An internal identifier for an item to reference.
+    ConversationResource:
+      properties:
+        id:
+          type: string
+          description: The unique ID of the conversation.
+        object:
+          type: string
+          enum:
+            - conversation
+          description: The object type, which is always `conversation`.
+          default: conversation
+          x-stainless-const: true
+        metadata:
+          description: >-
+            Set of 16 key-value pairs that can be attached to an object. This can be         useful for
+            storing additional information about the object in a structured         format, and querying for
+            objects via API or the dashboard.
+                    Keys are strings with a maximum length of 64 characters. Values are strings         with a maximum length of 512 characters.
+        created_at:
+          type: integer
+          description: The time at which the conversation was created, measured in seconds since the Unix epoch.
+      type: object
+      required:
+        - id
+        - object
+        - metadata
+        - created_at
+    FunctionTool:
+      properties:
+        type:
+          type: string
+          enum:
+            - function
+          description: The type of the function tool. Always `function`.
+          default: function
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the function to call.
+        description:
+          anyOf:
+            - type: string
+              description: >-
+                A description of the function. Used by the model to determine whether or not to call the
+                function.
+            - type: 'null'
+        parameters:
+          anyOf:
+            - additionalProperties: {}
+              type: object
+              description: A JSON schema object describing the parameters of the function.
+              x-oaiTypeLabel: map
+            - type: 'null'
+        strict:
+          anyOf:
+            - type: boolean
+              description: Whether to enforce strict parameter validation. Default `true`.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - name
+        - strict
+        - parameters
+      title: Function
+      description: >-
+        Defines a function in your own code the model can choose to call. Learn more about [function
+        calling](https://platform.openai.com/docs/guides/function-calling).
+    RankerVersionType:
+      type: string
+      enum:
+        - auto
+        - default-2024-11-15
+    RankingOptions:
+      properties:
+        ranker:
+          $ref: '#/components/schemas/RankerVersionType'
+          description: The ranker to use for the file search.
+        score_threshold:
+          type: number
+          description: >-
+            The score threshold for the file search, a number between 0 and 1. Numbers closer to 1 will
+            attempt to return only the most relevant results, but may return fewer results.
+      type: object
+      required: []
+    Filters:
+      anyOf:
+        - $ref: '#/components/schemas/ComparisonFilter'
+        - $ref: '#/components/schemas/CompoundFilter'
+    FileSearchTool:
+      properties:
+        type:
+          type: string
+          enum:
+            - file_search
+          description: The type of the file search tool. Always `file_search`.
+          default: file_search
+          x-stainless-const: true
+        vector_store_ids:
+          items:
+            type: string
+          type: array
+          description: The IDs of the vector stores to search.
+        max_num_results:
+          type: integer
+          description: The maximum number of results to return. This number should be between 1 and 50 inclusive.
+        ranking_options:
+          $ref: '#/components/schemas/RankingOptions'
+          description: Ranking options for search.
+        filters:
+          anyOf:
+            - $ref: '#/components/schemas/Filters'
+              description: A filter to apply.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - vector_store_ids
+      title: File search
+      description: >-
+        A tool that searches for relevant content from uploaded files. Learn more about the [file search
+        tool](https://platform.openai.com/docs/guides/tools-file-search).
+    ComputerEnvironment:
+      type: string
+      enum:
+        - windows
+        - mac
+        - linux
+        - ubuntu
+        - browser
+    ComputerUsePreviewTool:
+      properties:
+        type:
+          type: string
+          enum:
+            - computer_use_preview
+          description: The type of the computer use tool. Always `computer_use_preview`.
+          default: computer_use_preview
+          x-stainless-const: true
+        environment:
+          $ref: '#/components/schemas/ComputerEnvironment'
+          description: The type of computer environment to control.
+        display_width:
+          type: integer
+          description: The width of the computer display.
+        display_height:
+          type: integer
+          description: The height of the computer display.
+      type: object
+      required:
+        - type
+        - environment
+        - display_width
+        - display_height
+      title: Computer use preview
+      description: >-
+        A tool that controls a virtual computer. Learn more about the [computer
+        tool](https://platform.openai.com/docs/guides/tools-computer-use).
+    InputFidelity:
+      type: string
+      enum:
+        - high
+        - low
+      description: |2-
+
+                    Control how much effort the model will exert to match the style and features, especially facial features, of input images. This parameter is only supported for `gpt-image-1`. Unsupported for `gpt-image-1-mini`. Supports `high` and `low`. Defaults to `low`.
+    LocalShellToolParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - local_shell
+          description: The type of the local shell tool. Always `local_shell`.
+          default: local_shell
+          x-stainless-const: true
+      type: object
+      required:
+        - type
+    CustomTextFormatParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - text
+          description: Unconstrained text format. Always `text`.
+          default: text
+          x-stainless-const: true
+      type: object
+      required:
+        - type
+    GrammarSyntax1:
+      type: string
+      enum:
+        - lark
+        - regex
+    CustomGrammarFormatParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - grammar
+          description: Grammar format. Always `grammar`.
+          default: grammar
+          x-stainless-const: true
+        syntax:
+          $ref: '#/components/schemas/GrammarSyntax1'
+          description: The syntax of the grammar definition. One of `lark` or `regex`.
+        definition:
+          type: string
+          description: The grammar definition.
+      type: object
+      required:
+        - type
+        - syntax
+        - definition
+    CustomToolParam:
+      properties:
+        type:
+          type: string
+          enum:
+            - custom
+          description: The type of the custom tool. Always `custom`.
+          default: custom
+          x-stainless-const: true
+        name:
+          type: string
+          description: The name of the custom tool, used to identify it in tool calls.
+        description:
+          type: string
+          description: Optional description of the custom tool, used to provide more context.
+        format:
+          description: The input format for the custom tool. Default is unconstrained text.
+          discriminator:
+            propertyName: type
+          anyOf:
+            - $ref: '#/components/schemas/CustomTextFormatParam'
+            - $ref: '#/components/schemas/CustomGrammarFormatParam'
+      type: object
+      required:
+        - type
+        - name
+    ApproximateLocation:
+      properties:
+        type:
+          type: string
+          enum:
+            - approximate
+          description: The type of location approximation. Always `approximate`.
+          default: approximate
+          x-stainless-const: true
+        country:
+          anyOf:
+            - type: string
+              description: >-
+                The two-letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1) of the user, e.g.
+                `US`.
+            - type: 'null'
+        region:
+          anyOf:
+            - type: string
+              description: Free text input for the region of the user, e.g. `California`.
+            - type: 'null'
+        city:
+          anyOf:
+            - type: string
+              description: Free text input for the city of the user, e.g. `San Francisco`.
+            - type: 'null'
+        timezone:
+          anyOf:
+            - type: string
+              description: >-
+                The [IANA timezone](https://timeapi.io/documentation/iana-timezones) of the user, e.g.
+                `America/Los_Angeles`.
+            - type: 'null'
+      type: object
+      required:
+        - type
+    SearchContextSize:
+      type: string
+      enum:
+        - low
+        - medium
+        - high
+    WebSearchPreviewTool:
+      properties:
+        type:
+          type: string
+          enum:
+            - web_search_preview
+            - web_search_preview_2025_03_11
+          description: The type of the web search tool. One of `web_search_preview` or `web_search_preview_2025_03_11`.
+          default: web_search_preview
+          x-stainless-const: true
+        user_location:
+          anyOf:
+            - $ref: '#/components/schemas/ApproximateLocation'
+              description: The user's location.
+            - type: 'null'
+        search_context_size:
+          $ref: '#/components/schemas/SearchContextSize'
+          description: >-
+            High level guidance for the amount of context window space to use for the search. One of `low`,
+            `medium`, or `high`. `medium` is the default.
+      type: object
+      required:
+        - type
+      title: Web search preview
+      description: >-
+        This tool searches the web for relevant results to use in a response. Learn more about the [web search
+        tool](https://platform.openai.com/docs/guides/tools-web-search).
+    ImageGenInputUsageDetails:
+      properties:
+        text_tokens:
+          type: integer
+          description: The number of text tokens in the input prompt.
+        image_tokens:
+          type: integer
+          description: The number of image tokens in the input prompt.
+      type: object
+      required:
+        - text_tokens
+        - image_tokens
+      title: Input usage details
+      description: The input tokens detailed information for the image generation.
+    ImageGenUsage:
+      properties:
+        input_tokens:
+          type: integer
+          description: The number of tokens (images and text) in the input prompt.
+        total_tokens:
+          type: integer
+          description: The total number of tokens (images and text) used for the image generation.
+        output_tokens:
+          type: integer
+          description: The number of output tokens generated by the model.
+        input_tokens_details:
+          $ref: '#/components/schemas/ImageGenInputUsageDetails'
+      type: object
+      required:
+        - input_tokens
+        - total_tokens
+        - output_tokens
+        - input_tokens_details
+      title: Image generation usage
+      description: For `gpt-image-1` only, the token usage information for the image generation.
+    ConversationParam-2:
+      properties:
+        id:
+          type: string
+          description: The unique ID of the conversation.
+          example: conv_123
+      type: object
+      required:
+        - id
+      title: Conversation object
+      description: The conversation that this response belongs to.
+    Conversation-2:
+      properties:
+        id:
+          type: string
+          description: The unique ID of the conversation.
+      type: object
+      required:
+        - id
+      title: Conversation
+      description: >-
+        The conversation that this response belongs to. Input items and output items from this response are
+        automatically added to this conversation.
+    CreateConversationBody:
+      properties:
+        metadata:
+          anyOf:
+            - $ref: '#/components/schemas/Metadata'
+              description: >-
+                Set of 16 key-value pairs that can be attached to an object. This can be         useful for
+                storing additional information about the object in a structured         format, and querying
+                for objects via API or the dashboard.
+                        Keys are strings with a maximum length of 64 characters. Values are strings         with a maximum length of 512 characters.
+            - type: 'null'
+        items:
+          anyOf:
+            - items:
+                $ref: '#/components/schemas/InputItem'
+              type: array
+              maxItems: 20
+              description: Initial items to include in the conversation context. You may add up to 20 items at a time.
+            - type: 'null'
+      type: object
+      required: []
+    UpdateConversationBody:
+      properties:
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+          description: >-
+            Set of 16 key-value pairs that can be attached to an object. This can be         useful for
+            storing additional information about the object in a structured         format, and querying for
+            objects via API or the dashboard.
+                    Keys are strings with a maximum length of 64 characters. Values are strings         with a maximum length of 512 characters.
+      type: object
+      required:
+        - metadata
+    DeletedConversationResource:
+      properties:
+        object:
+          type: string
+          enum:
+            - conversation.deleted
+          default: conversation.deleted
+          x-stainless-const: true
+        deleted:
+          type: boolean
+        id:
+          type: string
+      type: object
+      required:
+        - object
+        - deleted
+        - id
+    OrderEnum:
+      type: string
+      enum:
+        - asc
+        - desc
+    VideoModel:
+      type: string
+      enum:
+        - sora-2
+        - sora-2-pro
+    VideoStatus:
+      type: string
+      enum:
+        - queued
+        - in_progress
+        - completed
+        - failed
+    VideoSize:
+      type: string
+      enum:
+        - 720x1280
+        - 1280x720
+        - 1024x1792
+        - 1792x1024
+    VideoSeconds:
+      type: string
+      enum:
+        - '4'
+        - '8'
+        - '12'
+    Error-2:
+      properties:
+        code:
+          type: string
+        message:
+          type: string
+      type: object
+      required:
+        - code
+        - message
+    VideoResource:
+      properties:
+        id:
+          type: string
+          description: Unique identifier for the video job.
+        object:
+          type: string
+          enum:
+            - video
+          description: The object type, which is always `video`.
+          default: video
+          x-stainless-const: true
+        model:
+          $ref: '#/components/schemas/VideoModel'
+          description: The video generation model that produced the job.
+        status:
+          $ref: '#/components/schemas/VideoStatus'
+          description: Current lifecycle status of the video job.
+        progress:
+          type: integer
+          description: Approximate completion percentage for the generation task.
+        created_at:
+          type: integer
+          description: Unix timestamp (seconds) for when the job was created.
+        completed_at:
+          anyOf:
+            - type: integer
+              description: Unix timestamp (seconds) for when the job completed, if finished.
+            - type: 'null'
+        expires_at:
+          anyOf:
+            - type: integer
+              description: Unix timestamp (seconds) for when the downloadable assets expire, if set.
+            - type: 'null'
+        size:
+          $ref: '#/components/schemas/VideoSize'
+          description: The resolution of the generated video.
+        seconds:
+          $ref: '#/components/schemas/VideoSeconds'
+          description: Duration of the generated clip in seconds.
+        remixed_from_video_id:
+          anyOf:
+            - type: string
+              description: Identifier of the source video if this video is a remix.
+            - type: 'null'
+        error:
+          anyOf:
+            - $ref: '#/components/schemas/Error-2'
+              description: Error payload that explains why generation failed, if applicable.
+            - type: 'null'
+      type: object
+      required:
+        - id
+        - object
+        - model
+        - status
+        - progress
+        - created_at
+        - completed_at
+        - expires_at
+        - size
+        - seconds
+        - remixed_from_video_id
+        - error
+      title: Video job
+      description: Structured information describing a generated video job.
+    VideoListResource:
+      properties:
+        object:
+          description: The type of object returned, must be `list`.
+          default: list
+          x-stainless-const: true
+          const: list
+        data:
+          items:
+            $ref: '#/components/schemas/VideoResource'
+          type: array
+          description: A list of items
+        first_id:
+          anyOf:
+            - type: string
+              description: The ID of the first item in the list.
+            - type: 'null'
+        last_id:
+          anyOf:
+            - type: string
+              description: The ID of the last item in the list.
+            - type: 'null'
+        has_more:
+          type: boolean
+          description: Whether there are more items available.
+      type: object
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+    CreateVideoBody:
+      properties:
+        model:
+          $ref: '#/components/schemas/VideoModel'
+          description: The video generation model to use. Defaults to `sora-2`.
+        prompt:
+          type: string
+          maxLength: 32000
+          minLength: 1
+          description: Text prompt that describes the video to generate.
+        input_reference:
+          type: string
+          format: binary
+          description: Optional image reference that guides generation.
+        seconds:
+          $ref: '#/components/schemas/VideoSeconds'
+          description: Clip duration in seconds. Defaults to 4 seconds.
+        size:
+          $ref: '#/components/schemas/VideoSize'
+          description: Output resolution formatted as width x height. Defaults to 720x1280.
+      type: object
+      required:
+        - prompt
+      title: Create video request
+      description: Parameters for creating a new video generation job.
+    DeletedVideoResource:
+      properties:
+        object:
+          type: string
+          enum:
+            - video.deleted
+          description: The object type that signals the deletion response.
+          default: video.deleted
+          x-stainless-const: true
+        deleted:
+          type: boolean
+          description: Indicates that the video resource was deleted.
+        id:
+          type: string
+          description: Identifier of the deleted video.
+      type: object
+      required:
+        - object
+        - deleted
+        - id
+      title: Deleted video response
+      description: Confirmation payload returned after deleting a video.
+    VideoContentVariant:
+      type: string
+      enum:
+        - video
+        - thumbnail
+        - spritesheet
+    CreateVideoRemixBody:
+      properties:
+        prompt:
+          type: string
+          maxLength: 32000
+          minLength: 1
+          description: Updated text prompt that directs the remix generation.
+      type: object
+      required:
+        - prompt
+      title: Create video remix request
+      description: Parameters for remixing an existing generated video.
+    TruncationEnum:
+      type: string
+      enum:
+        - auto
+        - disabled
+    TokenCountsBody:
+      properties:
+        model:
+          anyOf:
+            - type: string
+              description: >-
+                Model ID used to generate the response, like `gpt-4o` or `o3`. OpenAI offers a wide range of
+                models with different capabilities, performance characteristics, and price points. Refer to
+                the [model guide](https://platform.openai.com/docs/models) to browse and compare available
+                models.
+            - type: 'null'
+        input:
+          anyOf:
+            - description: Text, image, or file inputs to the model, used to generate a response
+              anyOf:
+                - type: string
+                  maxLength: 10485760
+                  description: A text input to the model, equivalent to a text input with the `user` role.
+                - items:
+                    $ref: '#/components/schemas/InputItem'
+                  type: array
+            - type: 'null'
+        previous_response_id:
+          anyOf:
+            - type: string
+              description: >-
+                The unique ID of the previous response to the model. Use this to create multi-turn
+                conversations. Learn more about [conversation
+                state](https://platform.openai.com/docs/guides/conversation-state). Cannot be used in
+                conjunction with `conversation`.
+              example: resp_123
+            - type: 'null'
+        tools:
+          anyOf:
+            - items:
+                $ref: '#/components/schemas/Tool'
+              type: array
+              description: >-
+                An array of tools the model may call while generating a response. You can specify which tool
+                to use by setting the `tool_choice` parameter.
+            - type: 'null'
+        text:
+          anyOf:
+            - $ref: '#/components/schemas/ResponseTextParam'
+            - type: 'null'
+        reasoning:
+          anyOf:
+            - $ref: '#/components/schemas/Reasoning'
+              description: >-
+                **gpt-5 and o-series models only** Configuration options for [reasoning
+                models](https://platform.openai.com/docs/guides/reasoning).
+            - type: 'null'
+        truncation:
+          $ref: '#/components/schemas/TruncationEnum'
+          description: >-
+            The truncation strategy to use for the model response. - `auto`: If the input to this Response
+            exceeds the model's context window size, the model will truncate the response to fit the context
+            window by dropping items from the beginning of the conversation. - `disabled` (default): If the
+            input size will exceed the context window size for a model, the request will fail with a 400
+            error.
+        instructions:
+          anyOf:
+            - type: string
+              description: >-
+                A system (or developer) message inserted into the model's context.
+
+                When used along with `previous_response_id`, the instructions from a previous response will
+                not be carried over to the next response. This makes it simple to swap out system (or
+                developer) messages in new responses.
+            - type: 'null'
+        conversation:
+          anyOf:
+            - $ref: '#/components/schemas/ConversationParam'
+            - type: 'null'
+        tool_choice:
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoiceParam'
+            - type: 'null'
+        parallel_tool_calls:
+          anyOf:
+            - type: boolean
+              description: Whether to allow the model to run tool calls in parallel.
+            - type: 'null'
+      type: object
+      required: []
+    TokenCountsResource:
+      properties:
+        object:
+          type: string
+          enum:
+            - response.input_tokens
+          default: response.input_tokens
+          x-stainless-const: true
+        input_tokens:
+          type: integer
+      type: object
+      required:
+        - object
+        - input_tokens
+      title: Token counts
+      example:
+        object: response.input_tokens
+        input_tokens: 123
+    ChatkitWorkflowTracing:
+      properties:
+        enabled:
+          type: boolean
+          description: Indicates whether tracing is enabled.
+      type: object
+      required:
+        - enabled
+      title: Tracing Configuration
+      description: Controls diagnostic tracing during the session.
+    ChatkitWorkflow:
+      properties:
+        id:
+          type: string
+          description: Identifier of the workflow backing the session.
+        version:
+          anyOf:
+            - type: string
+              description: >-
+                Specific workflow version used for the session. Defaults to null when using the latest
+                deployment.
+            - type: 'null'
+        state_variables:
+          anyOf:
+            - additionalProperties:
+                anyOf:
+                  - type: string
+                  - type: integer
+                  - type: boolean
+                  - type: number
+              type: object
+              description: >-
+                State variable key-value pairs applied when invoking the workflow. Defaults to null when no
+                overrides were provided.
+              x-oaiTypeLabel: map
+            - type: 'null'
+        tracing:
+          $ref: '#/components/schemas/ChatkitWorkflowTracing'
+          description: Tracing settings applied to the workflow.
+      type: object
+      required:
+        - id
+        - version
+        - state_variables
+        - tracing
+      title: Workflow
+      description: Workflow metadata and state returned for the session.
+    ChatSessionRateLimits:
+      properties:
+        max_requests_per_1_minute:
+          type: integer
+          description: Maximum allowed requests per one-minute window.
+      type: object
+      required:
+        - max_requests_per_1_minute
+      title: Rate limits
+      description: Active per-minute request limit for the session.
+    ChatSessionStatus:
+      type: string
+      enum:
+        - active
+        - expired
+        - cancelled
+    ChatSessionAutomaticThreadTitling:
+      properties:
+        enabled:
+          type: boolean
+          description: Whether automatic thread titling is enabled.
+      type: object
+      required:
+        - enabled
+      title: Automatic thread titling
+      description: Automatic thread title preferences for the session.
+    ChatSessionFileUpload:
+      properties:
+        enabled:
+          type: boolean
+          description: Indicates if uploads are enabled for the session.
+        max_file_size:
+          anyOf:
+            - type: integer
+              description: Maximum upload size in megabytes.
+            - type: 'null'
+        max_files:
+          anyOf:
+            - type: integer
+              description: Maximum number of uploads allowed during the session.
+            - type: 'null'
+      type: object
+      required:
+        - enabled
+        - max_file_size
+        - max_files
+      title: File upload settings
+      description: Upload permissions and limits applied to the session.
+    ChatSessionHistory:
+      properties:
+        enabled:
+          type: boolean
+          description: Indicates if chat history is persisted for the session.
+        recent_threads:
+          anyOf:
+            - type: integer
+              description: >-
+                Number of prior threads surfaced in history views. Defaults to null when all history is
+                retained.
+            - type: 'null'
+      type: object
+      required:
+        - enabled
+        - recent_threads
+      title: History settings
+      description: History retention preferences returned for the session.
+    ChatSessionChatkitConfiguration:
+      properties:
+        automatic_thread_titling:
+          $ref: '#/components/schemas/ChatSessionAutomaticThreadTitling'
+          description: Automatic thread titling preferences.
+        file_upload:
+          $ref: '#/components/schemas/ChatSessionFileUpload'
+          description: Upload settings for the session.
+        history:
+          $ref: '#/components/schemas/ChatSessionHistory'
+          description: History retention configuration.
+      type: object
+      required:
+        - automatic_thread_titling
+        - file_upload
+        - history
+      title: ChatKit configuration
+      description: ChatKit configuration for the session.
+    ChatSessionResource:
+      properties:
+        id:
+          type: string
+          description: Identifier for the ChatKit session.
+        object:
+          type: string
+          enum:
+            - chatkit.session
+          description: Type discriminator that is always `chatkit.session`.
+          default: chatkit.session
+          x-stainless-const: true
+        expires_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the session expires.
+        client_secret:
+          type: string
+          description: Ephemeral client secret that authenticates session requests.
+        workflow:
+          $ref: '#/components/schemas/ChatkitWorkflow'
+          description: Workflow metadata for the session.
+        user:
+          type: string
+          description: User identifier associated with the session.
+        rate_limits:
+          $ref: '#/components/schemas/ChatSessionRateLimits'
+          description: Resolved rate limit values.
+        max_requests_per_1_minute:
+          type: integer
+          description: Convenience copy of the per-minute request limit.
+        status:
+          $ref: '#/components/schemas/ChatSessionStatus'
+          description: Current lifecycle state of the session.
+        chatkit_configuration:
+          $ref: '#/components/schemas/ChatSessionChatkitConfiguration'
+          description: Resolved ChatKit feature configuration for the session.
+      type: object
+      required:
+        - id
+        - object
+        - expires_at
+        - client_secret
+        - workflow
+        - user
+        - rate_limits
+        - max_requests_per_1_minute
+        - status
+        - chatkit_configuration
+      title: The chat session object
+      description: Represents a ChatKit session and its resolved configuration.
+    WorkflowTracingParam:
+      properties:
+        enabled:
+          type: boolean
+          description: Whether tracing is enabled during the session. Defaults to true.
+      type: object
+      required: []
+      title: Tracing Configuration
+      description: Controls diagnostic tracing during the session.
+    WorkflowParam:
+      properties:
+        id:
+          type: string
+          description: Identifier for the workflow invoked by the session.
+        version:
+          type: string
+          description: Specific workflow version to run. Defaults to the latest deployed version.
+        state_variables:
+          additionalProperties:
+            anyOf:
+              - type: string
+                maxLength: 10485760
+              - type: integer
+              - type: boolean
+              - type: number
+          type: object
+          maxProperties: 64
+          description: >-
+            State variables forwarded to the workflow. Keys may be up to 64 characters, values must be
+            primitive types, and the map defaults to an empty object.
+          x-oaiTypeLabel: map
+        tracing:
+          $ref: '#/components/schemas/WorkflowTracingParam'
+          description: >-
+            Optional tracing overrides for the workflow invocation. When omitted, tracing is enabled by
+            default.
+      type: object
+      required:
+        - id
+      title: Workflow settings
+      description: Workflow reference and overrides applied to the chat session.
+    ExpiresAfterParam:
+      properties:
+        anchor:
+          type: string
+          enum:
+            - created_at
+          description: Base timestamp used to calculate expiration. Currently fixed to `created_at`.
+          default: created_at
+          x-stainless-const: true
+        seconds:
+          type: integer
+          maximum: 600
+          minimum: 1
+          description: Number of seconds after the anchor when the session expires.
+      type: object
+      required:
+        - anchor
+        - seconds
+      title: Expiration overrides
+      description: Controls when the session expires relative to an anchor timestamp.
+    RateLimitsParam:
+      properties:
+        max_requests_per_1_minute:
+          type: integer
+          minimum: 1
+          description: Maximum number of requests allowed per minute for the session. Defaults to 10.
+      type: object
+      required: []
+      title: Rate limit overrides
+      description: Controls request rate limits for the session.
+    AutomaticThreadTitlingParam:
+      properties:
+        enabled:
+          type: boolean
+          description: Enable automatic thread title generation. Defaults to true.
+      type: object
+      required: []
+      title: Automatic thread titling configuration
+      description: Controls whether ChatKit automatically generates thread titles.
+    FileUploadParam:
+      properties:
+        enabled:
+          type: boolean
+          description: Enable uploads for this session. Defaults to false.
+        max_file_size:
+          type: integer
+          maximum: 512
+          minimum: 1
+          description: >-
+            Maximum size in megabytes for each uploaded file. Defaults to 512 MB, which is the maximum
+            allowable size.
+        max_files:
+          type: integer
+          minimum: 1
+          description: Maximum number of files that can be uploaded to the session. Defaults to 10.
+      type: object
+      required: []
+      title: File upload configuration
+      description: Controls whether users can upload files.
+    HistoryParam:
+      properties:
+        enabled:
+          type: boolean
+          description: Enables chat users to access previous ChatKit threads. Defaults to true.
+        recent_threads:
+          type: integer
+          minimum: 1
+          description: Number of recent ChatKit threads users have access to. Defaults to unlimited when unset.
+      type: object
+      required: []
+      title: Chat history configuration
+      description: Controls how much historical context is retained for the session.
+    ChatkitConfigurationParam:
+      properties:
+        automatic_thread_titling:
+          $ref: '#/components/schemas/AutomaticThreadTitlingParam'
+          description: >-
+            Configuration for automatic thread titling. When omitted, automatic thread titling is enabled by
+            default.
+        file_upload:
+          $ref: '#/components/schemas/FileUploadParam'
+          description: >-
+            Configuration for upload enablement and limits. When omitted, uploads are disabled by default
+            (max_files 10, max_file_size 512 MB).
+        history:
+          $ref: '#/components/schemas/HistoryParam'
+          description: >-
+            Configuration for chat history retention. When omitted, history is enabled by default with no
+            limit on recent_threads (null).
+      type: object
+      required: []
+      title: ChatKit configuration overrides
+      description: Optional per-session configuration settings for ChatKit behavior.
+    CreateChatSessionBody:
+      properties:
+        workflow:
+          $ref: '#/components/schemas/WorkflowParam'
+          description: Workflow that powers the session.
+        user:
+          type: string
+          minLength: 1
+          description: >-
+            A free-form string that identifies your end user; ensures this Session can access other objects
+            that have the same `user` scope.
+        expires_after:
+          $ref: '#/components/schemas/ExpiresAfterParam'
+          description: Optional override for session expiration timing in seconds from creation. Defaults to 10 minutes.
+        rate_limits:
+          $ref: '#/components/schemas/RateLimitsParam'
+          description: Optional override for per-minute request limits. When omitted, defaults to 10.
+        chatkit_configuration:
+          $ref: '#/components/schemas/ChatkitConfigurationParam'
+          description: Optional overrides for ChatKit runtime configuration features
+      type: object
+      required:
+        - workflow
+        - user
+      title: Create chat session request
+      description: Parameters for provisioning a new ChatKit session.
+    UserMessageInputText:
+      properties:
+        type:
+          type: string
+          enum:
+            - input_text
+          description: Type discriminator that is always `input_text`.
+          default: input_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: Plain-text content supplied by the user.
+      type: object
+      required:
+        - type
+        - text
+      title: User message input
+      description: Text block that a user contributed to the thread.
+    UserMessageQuotedText:
+      properties:
+        type:
+          type: string
+          enum:
+            - quoted_text
+          description: Type discriminator that is always `quoted_text`.
+          default: quoted_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: Quoted text content.
+      type: object
+      required:
+        - type
+        - text
+      title: User message quoted text
+      description: Quoted snippet that the user referenced in their message.
+    AttachmentType:
+      type: string
+      enum:
+        - image
+        - file
+    Attachment:
+      properties:
+        type:
+          $ref: '#/components/schemas/AttachmentType'
+          description: Attachment discriminator.
+        id:
+          type: string
+          description: Identifier for the attachment.
+        name:
+          type: string
+          description: Original display name for the attachment.
+        mime_type:
+          type: string
+          description: MIME type of the attachment.
+        preview_url:
+          anyOf:
+            - type: string
+              description: Preview URL for rendering the attachment inline.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - id
+        - name
+        - mime_type
+        - preview_url
+      title: Attachment
+      description: Attachment metadata included on thread items.
+    ToolChoice:
+      properties:
+        id:
+          type: string
+          description: Identifier of the requested tool.
+      type: object
+      required:
+        - id
+      title: Tool choice
+      description: Tool selection that the assistant should honor when executing the item.
+    InferenceOptions:
+      properties:
+        tool_choice:
+          anyOf:
+            - $ref: '#/components/schemas/ToolChoice'
+              description: Preferred tool to invoke. Defaults to null when ChatKit should auto-select.
+            - type: 'null'
+        model:
+          anyOf:
+            - type: string
+              description: Model name that generated the response. Defaults to null when using the session default.
+            - type: 'null'
+      type: object
+      required:
+        - tool_choice
+        - model
+      title: Inference options
+      description: Model and tool overrides applied when generating the assistant response.
+    UserMessageItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.user_message
+          default: chatkit.user_message
+          x-stainless-const: true
+        content:
+          items:
+            description: Content blocks that comprise a user message.
+            discriminator:
+              propertyName: type
+            anyOf:
+              - $ref: '#/components/schemas/UserMessageInputText'
+              - $ref: '#/components/schemas/UserMessageQuotedText'
+          type: array
+          description: Ordered content elements supplied by the user.
+        attachments:
+          items:
+            $ref: '#/components/schemas/Attachment'
+          type: array
+          description: Attachments associated with the user message. Defaults to an empty list.
+        inference_options:
+          anyOf:
+            - $ref: '#/components/schemas/InferenceOptions'
+              description: Inference overrides applied to the message. Defaults to null when unset.
+            - type: 'null'
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - content
+        - attachments
+        - inference_options
+      title: User Message Item
+      description: User-authored messages within a thread.
+    FileAnnotationSource:
+      properties:
+        type:
+          type: string
+          enum:
+            - file
+          description: Type discriminator that is always `file`.
+          default: file
+          x-stainless-const: true
+        filename:
+          type: string
+          description: Filename referenced by the annotation.
+      type: object
+      required:
+        - type
+        - filename
+      title: File annotation source
+      description: Attachment source referenced by an annotation.
+    FileAnnotation:
+      properties:
+        type:
+          type: string
+          enum:
+            - file
+          description: Type discriminator that is always `file` for this annotation.
+          default: file
+          x-stainless-const: true
+        source:
+          $ref: '#/components/schemas/FileAnnotationSource'
+          description: File attachment referenced by the annotation.
+      type: object
+      required:
+        - type
+        - source
+      title: File annotation
+      description: Annotation that references an uploaded file.
+    UrlAnnotationSource:
+      properties:
+        type:
+          type: string
+          enum:
+            - url
+          description: Type discriminator that is always `url`.
+          default: url
+          x-stainless-const: true
+        url:
+          type: string
+          description: URL referenced by the annotation.
+      type: object
+      required:
+        - type
+        - url
+      title: URL annotation source
+      description: URL backing an annotation entry.
+    UrlAnnotation:
+      properties:
+        type:
+          type: string
+          enum:
+            - url
+          description: Type discriminator that is always `url` for this annotation.
+          default: url
+          x-stainless-const: true
+        source:
+          $ref: '#/components/schemas/UrlAnnotationSource'
+          description: URL referenced by the annotation.
+      type: object
+      required:
+        - type
+        - source
+      title: URL annotation
+      description: Annotation that references a URL.
+    ResponseOutputText:
+      properties:
+        type:
+          type: string
+          enum:
+            - output_text
+          description: Type discriminator that is always `output_text`.
+          default: output_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: Assistant generated text.
+        annotations:
+          items:
+            description: Annotation object describing a cited source.
+            discriminator:
+              propertyName: type
+            anyOf:
+              - $ref: '#/components/schemas/FileAnnotation'
+              - $ref: '#/components/schemas/UrlAnnotation'
+          type: array
+          description: Ordered list of annotations attached to the response text.
+      type: object
+      required:
+        - type
+        - text
+        - annotations
+      title: Assistant message content
+      description: Assistant response text accompanied by optional annotations.
+    AssistantMessageItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.assistant_message
+          description: Type discriminator that is always `chatkit.assistant_message`.
+          default: chatkit.assistant_message
+          x-stainless-const: true
+        content:
+          items:
+            $ref: '#/components/schemas/ResponseOutputText'
+          type: array
+          description: Ordered assistant response segments.
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - content
+      title: Assistant message
+      description: Assistant-authored message within a thread.
+    WidgetMessageItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.widget
+          description: Type discriminator that is always `chatkit.widget`.
+          default: chatkit.widget
+          x-stainless-const: true
+        widget:
+          type: string
+          description: Serialized widget payload rendered in the UI.
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - widget
+      title: Widget message
+      description: Thread item that renders a widget payload.
+    ClientToolCallStatus:
+      type: string
+      enum:
+        - in_progress
+        - completed
+    ClientToolCallItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.client_tool_call
+          description: Type discriminator that is always `chatkit.client_tool_call`.
+          default: chatkit.client_tool_call
+          x-stainless-const: true
+        status:
+          $ref: '#/components/schemas/ClientToolCallStatus'
+          description: Execution status for the tool call.
+        call_id:
+          type: string
+          description: Identifier for the client tool call.
+        name:
+          type: string
+          description: Tool name that was invoked.
+        arguments:
+          type: string
+          description: JSON-encoded arguments that were sent to the tool.
+        output:
+          anyOf:
+            - type: string
+              description: JSON-encoded output captured from the tool. Defaults to null while execution is in progress.
+            - type: 'null'
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - status
+        - call_id
+        - name
+        - arguments
+        - output
+      title: Client tool call
+      description: Record of a client side tool invocation initiated by the assistant.
+    TaskType:
+      type: string
+      enum:
+        - custom
+        - thought
+    TaskItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.task
+          description: Type discriminator that is always `chatkit.task`.
+          default: chatkit.task
+          x-stainless-const: true
+        task_type:
+          $ref: '#/components/schemas/TaskType'
+          description: Subtype for the task.
+        heading:
+          anyOf:
+            - type: string
+              description: Optional heading for the task. Defaults to null when not provided.
+            - type: 'null'
+        summary:
+          anyOf:
+            - type: string
+              description: Optional summary that describes the task. Defaults to null when omitted.
+            - type: 'null'
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - task_type
+        - heading
+        - summary
+      title: Task item
+      description: Task emitted by the workflow to show progress and status updates.
+    TaskGroupTask:
+      properties:
+        type:
+          $ref: '#/components/schemas/TaskType'
+          description: Subtype for the grouped task.
+        heading:
+          anyOf:
+            - type: string
+              description: Optional heading for the grouped task. Defaults to null when not provided.
+            - type: 'null'
+        summary:
+          anyOf:
+            - type: string
+              description: Optional summary that describes the grouped task. Defaults to null when omitted.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - heading
+        - summary
+      title: Task group task
+      description: Task entry that appears within a TaskGroup.
+    TaskGroupItem:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread item.
+        object:
+          type: string
+          enum:
+            - chatkit.thread_item
+          description: Type discriminator that is always `chatkit.thread_item`.
+          default: chatkit.thread_item
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the item was created.
+        thread_id:
+          type: string
+          description: Identifier of the parent thread.
+        type:
+          type: string
+          enum:
+            - chatkit.task_group
+          description: Type discriminator that is always `chatkit.task_group`.
+          default: chatkit.task_group
+          x-stainless-const: true
+        tasks:
+          items:
+            $ref: '#/components/schemas/TaskGroupTask'
+          type: array
+          description: Tasks included in the group.
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - thread_id
+        - type
+        - tasks
+      title: Task group
+      description: Collection of workflow tasks grouped together in the thread.
+    ThreadItem:
+      title: The thread item
+      discriminator:
+        propertyName: type
+      anyOf:
+        - $ref: '#/components/schemas/UserMessageItem'
+        - $ref: '#/components/schemas/AssistantMessageItem'
+        - $ref: '#/components/schemas/WidgetMessageItem'
+        - $ref: '#/components/schemas/ClientToolCallItem'
+        - $ref: '#/components/schemas/TaskItem'
+        - $ref: '#/components/schemas/TaskGroupItem'
+    ThreadItemListResource:
+      properties:
+        object:
+          description: The type of object returned, must be `list`.
+          default: list
+          x-stainless-const: true
+          const: list
+        data:
+          items:
+            $ref: '#/components/schemas/ThreadItem'
+          type: array
+          description: A list of items
+        first_id:
+          anyOf:
+            - type: string
+              description: The ID of the first item in the list.
+            - type: 'null'
+        last_id:
+          anyOf:
+            - type: string
+              description: The ID of the last item in the list.
+            - type: 'null'
+        has_more:
+          type: boolean
+          description: Whether there are more items available.
+      type: object
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      title: Thread Items
+      description: A paginated list of thread items rendered for the ChatKit API.
+    ActiveStatus:
+      properties:
+        type:
+          type: string
+          enum:
+            - active
+          description: Status discriminator that is always `active`.
+          default: active
+          x-stainless-const: true
+      type: object
+      required:
+        - type
+      title: Active thread status
+      description: Indicates that a thread is active.
+    LockedStatus:
+      properties:
+        type:
+          type: string
+          enum:
+            - locked
+          description: Status discriminator that is always `locked`.
+          default: locked
+          x-stainless-const: true
+        reason:
+          anyOf:
+            - type: string
+              description: Reason that the thread was locked. Defaults to null when no reason is recorded.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - reason
+      title: Locked thread status
+      description: Indicates that a thread is locked and cannot accept new input.
+    ClosedStatus:
+      properties:
+        type:
+          type: string
+          enum:
+            - closed
+          description: Status discriminator that is always `closed`.
+          default: closed
+          x-stainless-const: true
+        reason:
+          anyOf:
+            - type: string
+              description: Reason that the thread was closed. Defaults to null when no reason is recorded.
+            - type: 'null'
+      type: object
+      required:
+        - type
+        - reason
+      title: Closed thread status
+      description: Indicates that a thread has been closed.
+    ThreadResource:
+      properties:
+        id:
+          type: string
+          description: Identifier of the thread.
+        object:
+          type: string
+          enum:
+            - chatkit.thread
+          description: Type discriminator that is always `chatkit.thread`.
+          default: chatkit.thread
+          x-stainless-const: true
+        created_at:
+          type: integer
+          description: Unix timestamp (in seconds) for when the thread was created.
+        title:
+          anyOf:
+            - type: string
+              description: >-
+                Optional human-readable title for the thread. Defaults to null when no title has been
+                generated.
+            - type: 'null'
+        status:
+          description: Current status for the thread. Defaults to `active` for newly created threads.
+          discriminator:
+            propertyName: type
+          anyOf:
+            - $ref: '#/components/schemas/ActiveStatus'
+            - $ref: '#/components/schemas/LockedStatus'
+            - $ref: '#/components/schemas/ClosedStatus'
+        user:
+          type: string
+          description: Free-form string that identifies your end user who owns the thread.
+      type: object
+      required:
+        - id
+        - object
+        - created_at
+        - title
+        - status
+        - user
+      title: The thread object
+      description: Represents a ChatKit thread and its current status.
+      example:
+        id: cthr_def456
+        object: chatkit.thread
+        created_at: 1712345600
+        title: Demo feedback
+        status:
+          type: active
+        user: user_456
+    DeletedThreadResource:
+      properties:
+        id:
+          type: string
+          description: Identifier of the deleted thread.
+        object:
+          type: string
+          enum:
+            - chatkit.thread.deleted
+          description: Type discriminator that is always `chatkit.thread.deleted`.
+          default: chatkit.thread.deleted
+          x-stainless-const: true
+        deleted:
+          type: boolean
+          description: Indicates that the thread has been deleted.
+      type: object
+      required:
+        - id
+        - object
+        - deleted
+      title: Deleted thread
+      description: Confirmation payload returned after deleting a thread.
+    ThreadListResource:
+      properties:
+        object:
+          description: The type of object returned, must be `list`.
+          default: list
+          x-stainless-const: true
+          const: list
+        data:
+          items:
+            $ref: '#/components/schemas/ThreadResource'
+          type: array
+          description: A list of items
+        first_id:
+          anyOf:
+            - type: string
+              description: The ID of the first item in the list.
+            - type: 'null'
+        last_id:
+          anyOf:
+            - type: string
+              description: The ID of the last item in the list.
+            - type: 'null'
+        has_more:
+          type: boolean
+          description: Whether there are more items available.
+      type: object
+      required:
+        - object
+        - data
+        - first_id
+        - last_id
+        - has_more
+      title: Threads
+      description: A paginated list of ChatKit threads.
+    RealtimeConnectParams:
+      type: object
+      properties:
+        model:
+          type: string
+        call_id:
+          type: string
+    ModerationImageURLInput:
+      type: object
+      description: An object describing an image to classify.
+      properties:
+        type:
+          description: Always `image_url`.
+          type: string
+          enum:
+            - image_url
+          x-stainless-const: true
+        image_url:
+          type: object
+          description: Contains either an image URL or a data URL for a base64 encoded image.
+          properties:
+            url:
+              type: string
+              description: Either a URL of the image or the base64 encoded image data.
+              format: uri
+              example: https://example.com/image.jpg
+          required:
+            - url
+      required:
+        - type
+        - image_url
+    ModerationTextInput:
+      type: object
+      description: An object describing text to classify.
+      properties:
+        type:
+          description: Always `text`.
+          type: string
+          enum:
+            - text
+          x-stainless-const: true
+        text:
+          description: A string of text to classify.
+          type: string
+          example: I want to kill them
+      required:
+        - type
+        - text
+    ComparisonFilterValueItems:
+      anyOf:
+        - type: string
+        - type: number
+    ChunkingStrategyResponse:
+      type: object
+      description: The strategy used to chunk the file.
+      anyOf:
+        - $ref: '#/components/schemas/StaticChunkingStrategyResponseParam'
+        - $ref: '#/components/schemas/OtherChunkingStrategyResponseParam'
+      discriminator:
+        propertyName: type
+    FilePurpose:
+      description: >
+        The intended purpose of the uploaded file. One of: - `assistants`: Used in the Assistants API -
+        `batch`: Used in the Batch API - `fine-tune`: Used for fine-tuning - `vision`: Images used for vision
+        fine-tuning - `user_data`: Flexible file type for any purpose - `evals`: Used for eval data sets
+      type: string
+      enum:
+        - assistants
+        - batch
+        - fine-tune
+        - vision
+        - user_data
+        - evals
+    BatchError:
+      type: object
+      properties:
+        code:
+          type: string
+          description: An error code identifying the error type.
+        message:
+          type: string
+          description: A human-readable message providing more details about the error.
+        param:
+          anyOf:
+            - type: string
+              description: The name of the parameter that caused the error, if applicable.
+            - type: 'null'
+        line:
+          anyOf:
+            - type: integer
+              description: The line number of the input file where the error occurred, if applicable.
+            - type: 'null'
+    BatchRequestCounts:
+      type: object
+      properties:
+        total:
+          type: integer
+          description: Total number of requests in the batch.
+        completed:
+          type: integer
+          description: Number of requests that have been completed successfully.
+        failed:
+          type: integer
+          description: Number of requests that have failed.
+      required:
+        - total
+        - completed
+        - failed
+      description: The request counts for different statuses within the batch.
+    AssistantTool:
+      anyOf:
+        - $ref: '#/components/schemas/AssistantToolsCode'
+        - $ref: '#/components/schemas/AssistantToolsFileSearch'
+        - $ref: '#/components/schemas/AssistantToolsFunction'
+      discriminator:
+        propertyName: type
+    TextAnnotationDelta:
+      anyOf:
+        - $ref: '#/components/schemas/MessageDeltaContentTextAnnotationsFileCitationObject'
+        - $ref: '#/components/schemas/MessageDeltaContentTextAnnotationsFilePathObject'
+      discriminator:
+        propertyName: type
+    TextAnnotation:
+      anyOf:
+        - $ref: '#/components/schemas/MessageContentTextAnnotationsFileCitationObject'
+        - $ref: '#/components/schemas/MessageContentTextAnnotationsFilePathObject'
+      discriminator:
+        propertyName: type
+    RunStepDetailsToolCall:
+      anyOf:
+        - $ref: '#/components/schemas/RunStepDetailsToolCallsCodeObject'
+        - $ref: '#/components/schemas/RunStepDetailsToolCallsFileSearchObject'
+        - $ref: '#/components/schemas/RunStepDetailsToolCallsFunctionObject'
+      discriminator:
+        propertyName: type
+    RunStepDeltaStepDetailsToolCall:
+      anyOf:
+        - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsCodeObject'
+        - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsFileSearchObject'
+        - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsFunctionObject'
+      discriminator:
+        propertyName: type
+    MessageContent:
+      anyOf:
+        - $ref: '#/components/schemas/MessageContentImageFileObject'
+        - $ref: '#/components/schemas/MessageContentImageUrlObject'
+        - $ref: '#/components/schemas/MessageContentTextObject'
+        - $ref: '#/components/schemas/MessageContentRefusalObject'
+      discriminator:
+        propertyName: type
+    MessageContentDelta:
+      anyOf:
+        - $ref: '#/components/schemas/MessageDeltaContentImageFileObject'
+        - $ref: '#/components/schemas/MessageDeltaContentTextObject'
+        - $ref: '#/components/schemas/MessageDeltaContentRefusalObject'
+        - $ref: '#/components/schemas/MessageDeltaContentImageUrlObject'
+      discriminator:
+        propertyName: type
+    ChatModel:
+      type: string
+      enum:
+        - gpt-5
+        - gpt-5-mini
+        - gpt-5-nano
+        - gpt-5-2025-08-07
+        - gpt-5-mini-2025-08-07
+        - gpt-5-nano-2025-08-07
+        - gpt-5-chat-latest
+        - gpt-4.1
+        - gpt-4.1-mini
+        - gpt-4.1-nano
+        - gpt-4.1-2025-04-14
+        - gpt-4.1-mini-2025-04-14
+        - gpt-4.1-nano-2025-04-14
+        - o4-mini
+        - o4-mini-2025-04-16
+        - o3
+        - o3-2025-04-16
+        - o3-mini
+        - o3-mini-2025-01-31
+        - o1
+        - o1-2024-12-17
+        - o1-preview
+        - o1-preview-2024-09-12
+        - o1-mini
+        - o1-mini-2024-09-12
+        - gpt-4o
+        - gpt-4o-2024-11-20
+        - gpt-4o-2024-08-06
+        - gpt-4o-2024-05-13
+        - gpt-4o-audio-preview
+        - gpt-4o-audio-preview-2024-10-01
+        - gpt-4o-audio-preview-2024-12-17
+        - gpt-4o-audio-preview-2025-06-03
+        - gpt-4o-mini-audio-preview
+        - gpt-4o-mini-audio-preview-2024-12-17
+        - gpt-4o-search-preview
+        - gpt-4o-mini-search-preview
+        - gpt-4o-search-preview-2025-03-11
+        - gpt-4o-mini-search-preview-2025-03-11
+        - chatgpt-4o-latest
+        - codex-mini-latest
+        - gpt-4o-mini
+        - gpt-4o-mini-2024-07-18
+        - gpt-4-turbo
+        - gpt-4-turbo-2024-04-09
+        - gpt-4-0125-preview
+        - gpt-4-turbo-preview
+        - gpt-4-1106-preview
+        - gpt-4-vision-preview
+        - gpt-4
+        - gpt-4-0314
+        - gpt-4-0613
+        - gpt-4-32k
+        - gpt-4-32k-0314
+        - gpt-4-32k-0613
+        - gpt-3.5-turbo
+        - gpt-3.5-turbo-16k
+        - gpt-3.5-turbo-0301
+        - gpt-3.5-turbo-0613
+        - gpt-3.5-turbo-1106
+        - gpt-3.5-turbo-0125
+        - gpt-3.5-turbo-16k-0613
+      x-stainless-nominal: false
+    Summary:
+      properties:
+        type:
+          type: string
+          enum:
+            - summary_text
+          description: The type of the object. Always `summary_text`.
+          default: summary_text
+          x-stainless-const: true
+        text:
+          type: string
+          description: A summary of the reasoning output from the model so far.
+      type: object
+      required:
+        - type
+        - text
+      title: Summary text
+      description: A summary text from the model.
+    CreateThreadAndRunRequestWithoutStream:
+      type: object
+      additionalProperties: false
+      properties:
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) to use to
+            execute this run.
+          type: string
+        thread:
+          $ref: '#/components/schemas/CreateThreadRequest'
+        model:
+          description: >-
+            The ID of the [Model](https://platform.openai.com/docs/api-reference/models) to be used to execute
+            this run. If a value is provided here, it will override the model associated with the assistant.
+            If not, the model associated with the assistant will be used.
+          anyOf:
+            - type: string
+            - type: string
+              enum:
+                - gpt-5
+                - gpt-5-mini
+                - gpt-5-nano
+                - gpt-5-2025-08-07
+                - gpt-5-mini-2025-08-07
+                - gpt-5-nano-2025-08-07
+                - gpt-4.1
+                - gpt-4.1-mini
+                - gpt-4.1-nano
+                - gpt-4.1-2025-04-14
+                - gpt-4.1-mini-2025-04-14
+                - gpt-4.1-nano-2025-04-14
+                - gpt-4o
+                - gpt-4o-2024-11-20
+                - gpt-4o-2024-08-06
+                - gpt-4o-2024-05-13
+                - gpt-4o-mini
+                - gpt-4o-mini-2024-07-18
+                - gpt-4.5-preview
+                - gpt-4.5-preview-2025-02-27
+                - gpt-4-turbo
+                - gpt-4-turbo-2024-04-09
+                - gpt-4-0125-preview
+                - gpt-4-turbo-preview
+                - gpt-4-1106-preview
+                - gpt-4-vision-preview
+                - gpt-4
+                - gpt-4-0314
+                - gpt-4-0613
+                - gpt-4-32k
+                - gpt-4-32k-0314
+                - gpt-4-32k-0613
+                - gpt-3.5-turbo
+                - gpt-3.5-turbo-16k
+                - gpt-3.5-turbo-0613
+                - gpt-3.5-turbo-1106
+                - gpt-3.5-turbo-0125
+                - gpt-3.5-turbo-16k-0613
+          x-oaiTypeLabel: string
+          nullable: true
+        instructions:
+          description: >-
+            Override the default system message of the assistant. This is useful for modifying the behavior on
+            a per-run basis.
+          type: string
+          nullable: true
+        tools:
+          description: >-
+            Override the tools the assistant can use for this run. This is useful for modifying the behavior
+            on a per-run basis.
+          nullable: true
+          type: array
+          maxItems: 20
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        tool_resources:
+          type: object
+          description: >
+            A set of resources that are used by the assistant's tools. The resources are specific to the type
+            of tool. For example, the `code_interpreter` tool requires a list of file IDs, while the
+            `file_search` tool requires a list of vector store IDs.
+          properties:
+            code_interpreter:
+              type: object
+              properties:
+                file_ids:
+                  type: array
+                  description: >
+                    A list of [file](https://platform.openai.com/docs/api-reference/files) IDs made available
+                    to the `code_interpreter` tool. There can be a maximum of 20 files associated with the
+                    tool.
+                  default: []
+                  maxItems: 20
+                  items:
+                    type: string
+            file_search:
+              type: object
+              properties:
+                vector_store_ids:
+                  type: array
+                  description: >
+                    The ID of the [vector
+                    store](https://platform.openai.com/docs/api-reference/vector-stores/object) attached to
+                    this assistant. There can be a maximum of 1 vector store attached to the assistant.
+                  maxItems: 1
+                  items:
+                    type: string
+          nullable: true
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          type: number
+          minimum: 0
+          maximum: 2
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+            more random, while lower values like 0.2 will make it more focused and deterministic.
+        top_p:
+          type: number
+          minimum: 0
+          maximum: 1
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            An alternative to sampling with temperature, called nucleus sampling, where the model considers
+            the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the
+            top 10% probability mass are considered.
+
+
+            We generally recommend altering this or temperature but not both.
+        max_prompt_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of prompt tokens that may be used over the course of the run. The run will make
+            a best effort to use only the number of prompt tokens specified, across multiple turns of the run.
+            If the run exceeds the number of prompt tokens specified, the run will end with status
+            `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        max_completion_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of completion tokens that may be used over the course of the run. The run will
+            make a best effort to use only the number of completion tokens specified, across multiple turns of
+            the run. If the run exceeds the number of completion tokens specified, the run will end with
+            status `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        truncation_strategy:
+          allOf:
+            - $ref: '#/components/schemas/TruncationObject'
+            - nullable: true
+        tool_choice:
+          allOf:
+            - $ref: '#/components/schemas/AssistantsApiToolChoiceOption'
+            - nullable: true
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        response_format:
+          $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+          nullable: true
+      required: *ref_0
+    CreateRunRequestWithoutStream:
+      type: object
+      additionalProperties: false
+      properties:
+        assistant_id:
+          description: >-
+            The ID of the [assistant](https://platform.openai.com/docs/api-reference/assistants) to use to
+            execute this run.
+          type: string
+        model:
+          description: >-
+            The ID of the [Model](https://platform.openai.com/docs/api-reference/models) to be used to execute
+            this run. If a value is provided here, it will override the model associated with the assistant.
+            If not, the model associated with the assistant will be used.
+          anyOf:
+            - type: string
+            - $ref: '#/components/schemas/AssistantSupportedModels'
+          x-oaiTypeLabel: string
+          nullable: true
+        reasoning_effort:
+          $ref: '#/components/schemas/ReasoningEffort'
+        instructions:
+          description: >-
+            Overrides the
+            [instructions](https://platform.openai.com/docs/api-reference/assistants/createAssistant) of the
+            assistant. This is useful for modifying the behavior on a per-run basis.
+          type: string
+          nullable: true
+        additional_instructions:
+          description: >-
+            Appends additional instructions at the end of the instructions for the run. This is useful for
+            modifying the behavior on a per-run basis without overriding other instructions.
+          type: string
+          nullable: true
+        additional_messages:
+          description: Adds additional messages to the thread before creating the run.
+          type: array
+          items:
+            $ref: '#/components/schemas/CreateMessageRequest'
+          nullable: true
+        tools:
+          description: >-
+            Override the tools the assistant can use for this run. This is useful for modifying the behavior
+            on a per-run basis.
+          nullable: true
+          type: array
+          maxItems: 20
+          items:
+            $ref: '#/components/schemas/AssistantTool'
+        metadata:
+          $ref: '#/components/schemas/Metadata'
+        temperature:
+          type: number
+          minimum: 0
+          maximum: 2
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output
+            more random, while lower values like 0.2 will make it more focused and deterministic.
+        top_p:
+          type: number
+          minimum: 0
+          maximum: 1
+          default: 1
+          example: 1
+          nullable: true
+          description: >
+            An alternative to sampling with temperature, called nucleus sampling, where the model considers
+            the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the
+            top 10% probability mass are considered.
+
+
+            We generally recommend altering this or temperature but not both.
+        max_prompt_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of prompt tokens that may be used over the course of the run. The run will make
+            a best effort to use only the number of prompt tokens specified, across multiple turns of the run.
+            If the run exceeds the number of prompt tokens specified, the run will end with status
+            `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        max_completion_tokens:
+          type: integer
+          nullable: true
+          description: >
+            The maximum number of completion tokens that may be used over the course of the run. The run will
+            make a best effort to use only the number of completion tokens specified, across multiple turns of
+            the run. If the run exceeds the number of completion tokens specified, the run will end with
+            status `incomplete`. See `incomplete_details` for more info.
+          minimum: 256
+        truncation_strategy:
+          allOf:
+            - $ref: '#/components/schemas/TruncationObject'
+            - nullable: true
+        tool_choice:
+          allOf:
+            - $ref: '#/components/schemas/AssistantsApiToolChoiceOption'
+            - nullable: true
+        parallel_tool_calls:
+          $ref: '#/components/schemas/ParallelToolCalls'
+        response_format:
+          $ref: '#/components/schemas/AssistantsApiResponseFormatOption'
+          nullable: true
+      required: *ref_0
+    SubmitToolOutputsRunRequestWithoutStream:
+      type: object
+      additionalProperties: false
+      properties:
+        tool_outputs:
+          description: A list of tools for which the outputs are being submitted.
+          type: array
+          items:
+            type: object
+            properties:
+              tool_call_id:
+                type: string
+                description: >-
+                  The ID of the tool call in the `required_action` object within the run object the output is
+                  being submitted for.
+              output:
+                type: string
+                description: The output of the tool call to be submitted to continue the run.
+      required:
+        - tool_outputs
+    RunStatus:
+      description: >-
+        The status of the run, which can be either `queued`, `in_progress`, `requires_action`, `cancelling`,
+        `cancelled`, `failed`, `completed`, `incomplete`, or `expired`.
+      type: string
+      enum:
+        - queued
+        - in_progress
+        - requires_action
+        - cancelling
+        - cancelled
+        - failed
+        - completed
+        - incomplete
+        - expired
+    RunStepDeltaObjectDelta:
+      description: The delta containing the fields that have changed on the run step.
+      type: object
+      properties:
+        step_details:
+          type: object
+          description: The details of the run step.
+          anyOf:
+            - $ref: '#/components/schemas/RunStepDeltaStepDetailsMessageCreationObject'
+            - $ref: '#/components/schemas/RunStepDeltaStepDetailsToolCallsObject'
+          discriminator:
+            propertyName: type
+    CodeInterpreterContainerAuto:
+      properties:
+        type:
+          type: string
+          enum:
+            - auto
+          description: Always `auto`.
+          default: auto
+          x-stainless-const: true
+        file_ids:
+          items:
+            type: string
+            example: file-123
+          type: array
+          maxItems: 50
+          description: An optional list of uploaded files to make available to your code.
+      type: object
+      required:
+        - type
+      title: CodeInterpreterToolAuto
+      description: >-
+        Configuration for a code interpreter container. Optionally specify the IDs of the files to run the
+        code on.
+      x-stainless-naming:
+        go:
+          type_name: ToolCodeInterpreterContainerCodeInterpreterContainerAuto
+  securitySchemes:
+    ApiKeyAuth:
+      type: http
+      scheme: bearer
+x-oaiMeta:
+  navigationGroups:
+    - id: responses
+      title: Responses API
+    - id: webhooks
+      title: Webhooks
+    - id: endpoints
+      title: Platform APIs
+    - id: vector_stores
+      title: Vector stores
+    - id: chatkit
+      title: ChatKit
+      beta: true
+    - id: containers
+      title: Containers
+    - id: realtime
+      title: Realtime
+    - id: chat
+      title: Chat Completions
+    - id: assistants
+      title: Assistants
+      beta: true
+    - id: administration
+      title: Administration
+    - id: legacy
+      title: Legacy
+  groups:
+    - id: responses
+      title: Responses
+      description: |
+        OpenAI's most advanced interface for generating model responses. Supports
+        text and image inputs, and text outputs. Create stateful interactions
+        with the model, using the output of previous responses as input. Extend
+        the model's capabilities with built-in tools for file search, web search,
+        computer use, and more. Allow the model access to external systems and data
+        using function calling.
+
+        Related guides:
+        - [Quickstart](https://platform.openai.com/docs/quickstart?api-mode=responses)
+        - [Text inputs and outputs](https://platform.openai.com/docs/guides/text?api-mode=responses)
+        - [Image inputs](https://platform.openai.com/docs/guides/images?api-mode=responses)
+        - [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs?api-mode=responses)
+        - [Function calling](https://platform.openai.com/docs/guides/function-calling?api-mode=responses)
+        - [Conversation state](https://platform.openai.com/docs/guides/conversation-state?api-mode=responses)
+        - [Extend the models with tools](https://platform.openai.com/docs/guides/tools?api-mode=responses)
+      navigationGroup: responses
+      sections:
+        - type: endpoint
+          key: createResponse
+          path: create
+        - type: endpoint
+          key: getResponse
+          path: get
+        - type: endpoint
+          key: deleteResponse
+          path: delete
+        - type: endpoint
+          key: cancelResponse
+          path: cancel
+        - type: endpoint
+          key: listInputItems
+          path: input-items
+        - type: endpoint
+          key: Getinputtokencounts
+          path: input-tokens
+        - type: object
+          key: Response
+          path: object
+        - type: object
+          key: ResponseItemList
+          path: list
+    - id: conversations
+      title: Conversations
+      description: |
+        Create and manage conversations to store and retrieve conversation state across Response API calls.
+      navigationGroup: responses
+      sections:
+        - type: endpoint
+          key: createConversation
+          path: create
+        - type: endpoint
+          key: getConversation
+          path: retrieve
+        - type: endpoint
+          key: updateConversation
+          path: update
+        - type: endpoint
+          key: deleteConversation
+          path: delete
+        - type: endpoint
+          key: listConversationItems
+          path: list-items
+        - type: endpoint
+          key: createConversationItems
+          path: create-items
+        - type: endpoint
+          key: getConversationItem
+          path: get-item
+        - type: endpoint
+          key: deleteConversationItem
+          path: delete-item
+        - type: object
+          key: Conversation
+          path: object
+        - type: object
+          key: ConversationItemList
+          path: list-items-object
+    - id: videos
+      title: Videos
+      description: |
+        Generate videos.
+      navigationGroup: responses
+      sections:
+        - type: endpoint
+          key: createVideo
+          path: create
+        - type: endpoint
+          key: CreateVideoRemix
+          path: remix
+        - type: endpoint
+          key: ListVideos
+          path: list
+        - type: endpoint
+          key: GetVideo
+          path: retrieve
+        - type: endpoint
+          key: DeleteVideo
+          path: delete
+        - type: endpoint
+          key: RetrieveVideoContent
+          path: content
+        - type: object
+          key: VideoResource
+          path: object
+    - id: responses-streaming
+      title: Streaming events
+      description: >
+        When you [create a Response](https://platform.openai.com/docs/api-reference/responses/create) with
+
+        `stream` set to `true`, the server will emit server-sent events to the
+
+        client as the Response is generated. This section contains the events that
+
+        are emitted by the server.
+
+
+        [Learn more about streaming
+        responses](https://platform.openai.com/docs/guides/streaming-responses?api-mode=responses).
+      navigationGroup: responses
+      sections:
+        - type: object
+          key: ResponseCreatedEvent
+          path: <auto>
+        - type: object
+          key: ResponseInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseFailedEvent
+          path: <auto>
+        - type: object
+          key: ResponseIncompleteEvent
+          path: <auto>
+        - type: object
+          key: ResponseOutputItemAddedEvent
+          path: <auto>
+        - type: object
+          key: ResponseOutputItemDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseContentPartAddedEvent
+          path: <auto>
+        - type: object
+          key: ResponseContentPartDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseTextDeltaEvent
+          path: response/output_text/delta
+        - type: object
+          key: ResponseTextDoneEvent
+          path: response/output_text/done
+        - type: object
+          key: ResponseRefusalDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseRefusalDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseFunctionCallArgumentsDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseFunctionCallArgumentsDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseFileSearchCallInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseFileSearchCallSearchingEvent
+          path: <auto>
+        - type: object
+          key: ResponseFileSearchCallCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseWebSearchCallInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseWebSearchCallSearchingEvent
+          path: <auto>
+        - type: object
+          key: ResponseWebSearchCallCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningSummaryPartAddedEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningSummaryPartDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningSummaryTextDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningSummaryTextDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningTextDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseReasoningTextDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseImageGenCallCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseImageGenCallGeneratingEvent
+          path: <auto>
+        - type: object
+          key: ResponseImageGenCallInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseImageGenCallPartialImageEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPCallArgumentsDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPCallArgumentsDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPCallCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPCallFailedEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPCallInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPListToolsCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPListToolsFailedEvent
+          path: <auto>
+        - type: object
+          key: ResponseMCPListToolsInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseCodeInterpreterCallInProgressEvent
+          path: <auto>
+        - type: object
+          key: ResponseCodeInterpreterCallInterpretingEvent
+          path: <auto>
+        - type: object
+          key: ResponseCodeInterpreterCallCompletedEvent
+          path: <auto>
+        - type: object
+          key: ResponseCodeInterpreterCallCodeDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseCodeInterpreterCallCodeDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseOutputTextAnnotationAddedEvent
+          path: <auto>
+        - type: object
+          key: ResponseQueuedEvent
+          path: <auto>
+        - type: object
+          key: ResponseCustomToolCallInputDeltaEvent
+          path: <auto>
+        - type: object
+          key: ResponseCustomToolCallInputDoneEvent
+          path: <auto>
+        - type: object
+          key: ResponseErrorEvent
+          path: <auto>
+    - id: webhook-events
+      title: Webhook Events
+      description: |
+        Webhooks are HTTP requests sent by OpenAI to a URL you specify when certain
+        events happen during the course of API usage.
+
+        [Learn more about webhooks](https://platform.openai.com/docs/guides/webhooks).
+      navigationGroup: webhooks
+      sections:
+        - type: object
+          key: WebhookResponseCompleted
+          path: <auto>
+        - type: object
+          key: WebhookResponseCancelled
+          path: <auto>
+        - type: object
+          key: WebhookResponseFailed
+          path: <auto>
+        - type: object
+          key: WebhookResponseIncomplete
+          path: <auto>
+        - type: object
+          key: WebhookBatchCompleted
+          path: <auto>
+        - type: object
+          key: WebhookBatchCancelled
+          path: <auto>
+        - type: object
+          key: WebhookBatchExpired
+          path: <auto>
+        - type: object
+          key: WebhookBatchFailed
+          path: <auto>
+        - type: object
+          key: WebhookFineTuningJobSucceeded
+          path: <auto>
+        - type: object
+          key: WebhookFineTuningJobFailed
+          path: <auto>
+        - type: object
+          key: WebhookFineTuningJobCancelled
+          path: <auto>
+        - type: object
+          key: WebhookEvalRunSucceeded
+          path: <auto>
+        - type: object
+          key: WebhookEvalRunFailed
+          path: <auto>
+        - type: object
+          key: WebhookEvalRunCanceled
+          path: <auto>
+        - type: object
+          key: WebhookRealtimeCallIncoming
+          path: <auto>
+    - id: audio
+      title: Audio
+      description: |
+        Learn how to turn audio into text or text into audio.
+
+        Related guide: [Speech to text](https://platform.openai.com/docs/guides/speech-to-text)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createSpeech
+          path: createSpeech
+        - type: endpoint
+          key: createTranscription
+          path: createTranscription
+        - type: endpoint
+          key: createTranslation
+          path: createTranslation
+        - type: object
+          key: CreateTranscriptionResponseJson
+          path: json-object
+        - type: object
+          key: CreateTranscriptionResponseDiarizedJson
+          path: diarized-json-object
+        - type: object
+          key: CreateTranscriptionResponseVerboseJson
+          path: verbose-json-object
+        - type: object
+          key: SpeechAudioDeltaEvent
+          path: speech-audio-delta-event
+        - type: object
+          key: SpeechAudioDoneEvent
+          path: speech-audio-done-event
+        - type: object
+          key: TranscriptTextDeltaEvent
+          path: transcript-text-delta-event
+        - type: object
+          key: TranscriptTextSegmentEvent
+          path: transcript-text-segment-event
+        - type: object
+          key: TranscriptTextDoneEvent
+          path: transcript-text-done-event
+    - id: images
+      title: Images
+      description: |
+        Given a prompt and/or an input image, the model will generate a new image.
+        Related guide: [Image generation](https://platform.openai.com/docs/guides/images)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createImage
+          path: create
+        - type: endpoint
+          key: createImageEdit
+          path: createEdit
+        - type: endpoint
+          key: createImageVariation
+          path: createVariation
+        - type: object
+          key: ImagesResponse
+          path: object
+    - id: images-streaming
+      title: Image Streaming
+      description: |
+        Stream image generation and editing in real time with server-sent events.
+        [Learn more about image streaming](https://platform.openai.com/docs/guides/image-generation).
+      navigationGroup: endpoints
+      sections:
+        - type: object
+          key: ImageGenPartialImageEvent
+          path: <auto>
+        - type: object
+          key: ImageGenCompletedEvent
+          path: <auto>
+        - type: object
+          key: ImageEditPartialImageEvent
+          path: <auto>
+        - type: object
+          key: ImageEditCompletedEvent
+          path: <auto>
+    - id: embeddings
+      title: Embeddings
+      description: >
+        Get a vector representation of a given input that can be easily consumed by machine learning models
+        and algorithms.
+
+        Related guide: [Embeddings](https://platform.openai.com/docs/guides/embeddings)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createEmbedding
+          path: create
+        - type: object
+          key: Embedding
+          path: object
+    - id: chatkit
+      title: ChatKit
+      beta: true
+      description: |
+        Manage ChatKit sessions, threads, and file uploads for internal integrations.
+      navigationGroup: chatkit
+      sections:
+        - type: endpoint
+          key: CreateChatSessionMethod
+          beta: true
+          path: sessions/create
+        - type: endpoint
+          key: CancelChatSessionMethod
+          beta: true
+          path: sessions/cancel
+        - type: endpoint
+          key: ListThreadsMethod
+          beta: true
+          path: threads/list
+        - type: endpoint
+          key: GetThreadMethod
+          beta: true
+          path: threads/retrieve
+        - type: endpoint
+          key: DeleteThreadMethod
+          beta: true
+          path: threads/delete
+        - type: endpoint
+          key: ListThreadItemsMethod
+          beta: true
+          path: threads/list-items
+        - type: object
+          key: ChatSessionResource
+          path: sessions/object
+        - type: object
+          key: ThreadResource
+          path: threads/object
+        - type: object
+          key: ThreadItemListResource
+          path: threads/item-list
+    - id: evals
+      title: Evals
+      description: |
+        Create, manage, and run evals in the OpenAI platform.
+        Related guide: [Evals](https://platform.openai.com/docs/guides/evals)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createEval
+          path: create
+        - type: endpoint
+          key: getEval
+          path: get
+        - type: endpoint
+          key: updateEval
+          path: update
+        - type: endpoint
+          key: deleteEval
+          path: delete
+        - type: endpoint
+          key: listEvals
+          path: list
+        - type: endpoint
+          key: getEvalRuns
+          path: getRuns
+        - type: endpoint
+          key: getEvalRun
+          path: getRun
+        - type: endpoint
+          key: createEvalRun
+          path: createRun
+        - type: endpoint
+          key: cancelEvalRun
+          path: cancelRun
+        - type: endpoint
+          key: deleteEvalRun
+          path: deleteRun
+        - type: endpoint
+          key: getEvalRunOutputItem
+          path: getRunOutputItem
+        - type: endpoint
+          key: getEvalRunOutputItems
+          path: getRunOutputItems
+        - type: object
+          key: Eval
+          path: object
+        - type: object
+          key: EvalRun
+          path: run-object
+        - type: object
+          key: EvalRunOutputItem
+          path: run-output-item-object
+    - id: fine-tuning
+      title: Fine-tuning
+      description: |
+        Manage fine-tuning jobs to tailor a model to your specific training data.
+        Related guide: [Fine-tune models](https://platform.openai.com/docs/guides/fine-tuning)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createFineTuningJob
+          path: create
+        - type: endpoint
+          key: listPaginatedFineTuningJobs
+          path: list
+        - type: endpoint
+          key: listFineTuningEvents
+          path: list-events
+        - type: endpoint
+          key: listFineTuningJobCheckpoints
+          path: list-checkpoints
+        - type: endpoint
+          key: listFineTuningCheckpointPermissions
+          path: list-permissions
+        - type: endpoint
+          key: createFineTuningCheckpointPermission
+          path: create-permission
+        - type: endpoint
+          key: deleteFineTuningCheckpointPermission
+          path: delete-permission
+        - type: endpoint
+          key: retrieveFineTuningJob
+          path: retrieve
+        - type: endpoint
+          key: cancelFineTuningJob
+          path: cancel
+        - type: endpoint
+          key: resumeFineTuningJob
+          path: resume
+        - type: endpoint
+          key: pauseFineTuningJob
+          path: pause
+        - type: object
+          key: FineTuneChatRequestInput
+          path: chat-input
+        - type: object
+          key: FineTunePreferenceRequestInput
+          path: preference-input
+        - type: object
+          key: FineTuneReinforcementRequestInput
+          path: reinforcement-input
+        - type: object
+          key: FineTuningJob
+          path: object
+        - type: object
+          key: FineTuningJobEvent
+          path: event-object
+        - type: object
+          key: FineTuningJobCheckpoint
+          path: checkpoint-object
+        - type: object
+          key: FineTuningCheckpointPermission
+          path: permission-object
+    - id: graders
+      title: Graders
+      description: |
+        Manage and run graders in the OpenAI platform.
+        Related guide: [Graders](https://platform.openai.com/docs/guides/graders)
+      navigationGroup: endpoints
+      sections:
+        - type: object
+          key: GraderStringCheck
+          path: string-check
+        - type: object
+          key: GraderTextSimilarity
+          path: text-similarity
+        - type: object
+          key: GraderScoreModel
+          path: score-model
+        - type: object
+          key: GraderLabelModel
+          path: label-model
+        - type: object
+          key: GraderPython
+          path: python
+        - type: object
+          key: GraderMulti
+          path: multi
+        - type: endpoint
+          key: runGrader
+          path: run
+        - type: endpoint
+          key: validateGrader
+          path: validate
+          beta: true
+    - id: batch
+      title: Batch
+      description: >
+        Create large batches of API requests for asynchronous processing. The Batch API returns completions
+        within 24 hours for a 50% discount.
+
+        Related guide: [Batch](https://platform.openai.com/docs/guides/batch)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createBatch
+          path: create
+        - type: endpoint
+          key: retrieveBatch
+          path: retrieve
+        - type: endpoint
+          key: cancelBatch
+          path: cancel
+        - type: endpoint
+          key: listBatches
+          path: list
+        - type: object
+          key: Batch
+          path: object
+        - type: object
+          key: BatchRequestInput
+          path: request-input
+        - type: object
+          key: BatchRequestOutput
+          path: request-output
+    - id: files
+      title: Files
+      description: >
+        Files are used to upload documents that can be used with features like
+        [Assistants](https://platform.openai.com/docs/api-reference/assistants),
+        [Fine-tuning](https://platform.openai.com/docs/api-reference/fine-tuning), and [Batch
+        API](https://platform.openai.com/docs/guides/batch).
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createFile
+          path: create
+        - type: endpoint
+          key: listFiles
+          path: list
+        - type: endpoint
+          key: retrieveFile
+          path: retrieve
+        - type: endpoint
+          key: deleteFile
+          path: delete
+        - type: endpoint
+          key: downloadFile
+          path: retrieve-contents
+        - type: object
+          key: OpenAIFile
+          path: object
+    - id: uploads
+      title: Uploads
+      description: |
+        Allows you to upload large files in multiple parts.
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createUpload
+          path: create
+        - type: endpoint
+          key: addUploadPart
+          path: add-part
+        - type: endpoint
+          key: completeUpload
+          path: complete
+        - type: endpoint
+          key: cancelUpload
+          path: cancel
+        - type: object
+          key: Upload
+          path: object
+        - type: object
+          key: UploadPart
+          path: part-object
+    - id: models
+      title: Models
+      description: >
+        List and describe the various models available in the API. You can refer to the
+        [Models](https://platform.openai.com/docs/models) documentation to understand what models are
+        available and the differences between them.
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: listModels
+          path: list
+        - type: endpoint
+          key: retrieveModel
+          path: retrieve
+        - type: endpoint
+          key: deleteModel
+          path: delete
+        - type: object
+          key: Model
+          path: object
+    - id: moderations
+      title: Moderations
+      description: >
+        Given text and/or image inputs, classifies if those inputs are potentially harmful across several
+        categories.
+
+        Related guide: [Moderations](https://platform.openai.com/docs/guides/moderation)
+      navigationGroup: endpoints
+      sections:
+        - type: endpoint
+          key: createModeration
+          path: create
+        - type: object
+          key: CreateModerationResponse
+          path: object
+    - id: vector-stores
+      title: Vector stores
+      description: >
+        Vector stores power semantic search for the Retrieval API and the `file_search` tool in the Responses
+        and Assistants APIs.
+
+
+        Related guide: [File Search](https://platform.openai.com/docs/assistants/tools/file-search)
+      navigationGroup: vector_stores
+      sections:
+        - type: endpoint
+          key: createVectorStore
+          path: create
+        - type: endpoint
+          key: listVectorStores
+          path: list
+        - type: endpoint
+          key: getVectorStore
+          path: retrieve
+        - type: endpoint
+          key: modifyVectorStore
+          path: modify
+        - type: endpoint
+          key: deleteVectorStore
+          path: delete
+        - type: endpoint
+          key: searchVectorStore
+          path: search
+        - type: object
+          key: VectorStoreObject
+          path: object
+    - id: vector-stores-files
+      title: Vector store files
+      description: |
+        Vector store files represent files inside a vector store.
+
+        Related guide: [File Search](https://platform.openai.com/docs/assistants/tools/file-search)
+      navigationGroup: vector_stores
+      sections:
+        - type: endpoint
+          key: createVectorStoreFile
+          path: createFile
+        - type: endpoint
+          key: listVectorStoreFiles
+          path: listFiles
+        - type: endpoint
+          key: getVectorStoreFile
+          path: getFile
+        - type: endpoint
+          key: retrieveVectorStoreFileContent
+          path: getContent
+        - type: endpoint
+          key: updateVectorStoreFileAttributes
+          path: updateAttributes
+        - type: endpoint
+          key: deleteVectorStoreFile
+          path: deleteFile
+        - type: object
+          key: VectorStoreFileObject
+          path: file-object
+    - id: vector-stores-file-batches
+      title: Vector store file batches
+      description: |
+        Vector store file batches represent operations to add multiple files to a vector store.
+        Related guide: [File Search](https://platform.openai.com/docs/assistants/tools/file-search)
+      navigationGroup: vector_stores
+      sections:
+        - type: endpoint
+          key: createVectorStoreFileBatch
+          path: createBatch
+        - type: endpoint
+          key: getVectorStoreFileBatch
+          path: getBatch
+        - type: endpoint
+          key: cancelVectorStoreFileBatch
+          path: cancelBatch
+        - type: endpoint
+          key: listFilesInVectorStoreBatch
+          path: listBatchFiles
+        - type: object
+          key: VectorStoreFileBatchObject
+          path: batch-object
+    - id: containers
+      title: Containers
+      description: |
+        Create and manage containers for use with the Code Interpreter tool.
+      navigationGroup: containers
+      sections:
+        - type: endpoint
+          key: CreateContainer
+          path: createContainers
+        - type: endpoint
+          key: ListContainers
+          path: listContainers
+        - type: endpoint
+          key: RetrieveContainer
+          path: retrieveContainer
+        - type: endpoint
+          key: DeleteContainer
+          path: deleteContainer
+        - type: object
+          key: ContainerResource
+          path: object
+    - id: container-files
+      title: Container Files
+      description: |
+        Create and manage container files for use with the Code Interpreter tool.
+      navigationGroup: containers
+      sections:
+        - type: endpoint
+          key: CreateContainerFile
+          path: createContainerFile
+        - type: endpoint
+          key: ListContainerFiles
+          path: listContainerFiles
+        - type: endpoint
+          key: RetrieveContainerFile
+          path: retrieveContainerFile
+        - type: endpoint
+          key: RetrieveContainerFileContent
+          path: retrieveContainerFileContent
+        - type: endpoint
+          key: DeleteContainerFile
+          path: deleteContainerFile
+        - type: object
+          key: ContainerFileResource
+          path: object
+    - id: realtime
+      title: Realtime
+      description: |
+        Communicate with a multimodal model in real time over low latency interfaces
+        like WebRTC, WebSocket, and SIP. Natively supports speech-to-speech
+        as well as text, image, and audio inputs and outputs.
+
+        [Learn more about the Realtime API](https://platform.openai.com/docs/guides/realtime).
+      navigationGroup: realtime
+      sections:
+        - type: endpoint
+          key: create-realtime-call
+          path: create-call
+    - id: realtime-sessions
+      title: Client secrets
+      description: >
+        REST API endpoint to generate ephemeral client secrets for use in client-side
+
+        applications. Client secrets are short-lived tokens that can be passed to a client app,
+
+        such as a web frontend or mobile client, which grants access to the Realtime API without
+
+        leaking your main API key. You can configure a custom TTL for each client secret.
+
+
+        You can also attach session configuration options to the client secret, which will be
+
+        applied to any sessions created using that client secret, but these can also be overridden
+
+        by the client connection.
+
+
+        [Learn more about authentication with client secrets over
+        WebRTC](https://platform.openai.com/docs/guides/realtime-webrtc).
+      navigationGroup: realtime
+      sections:
+        - type: endpoint
+          key: create-realtime-client-secret
+          path: create-realtime-client-secret
+        - type: object
+          key: RealtimeCreateClientSecretResponse
+          path: create-secret-response
+    - id: realtime-calls
+      title: Calls
+      description: |
+        REST endpoints for controlling WebRTC or SIP calls with the Realtime API.
+        Accept or reject an incoming call, transfer it to another destination, or hang up the
+        call once you are finished.
+      navigationGroup: realtime
+      sections:
+        - type: endpoint
+          key: accept-realtime-call
+          path: accept-call
+        - type: endpoint
+          key: reject-realtime-call
+          path: reject-call
+        - type: endpoint
+          key: refer-realtime-call
+          path: refer-call
+        - type: endpoint
+          key: hangup-realtime-call
+          path: hangup-call
+    - id: realtime-client-events
+      title: Client events
+      description: |
+        These are events that the OpenAI Realtime WebSocket server will accept from the client.
+      navigationGroup: realtime
+      sections:
+        - type: object
+          key: RealtimeClientEventSessionUpdate
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventInputAudioBufferAppend
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventInputAudioBufferCommit
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventInputAudioBufferClear
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventConversationItemCreate
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventConversationItemRetrieve
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventConversationItemTruncate
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventConversationItemDelete
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventResponseCreate
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventResponseCancel
+          path: <auto>
+        - type: object
+          key: RealtimeClientEventOutputAudioBufferClear
+          path: <auto>
+    - id: realtime-server-events
+      title: Server events
+      description: |
+        These are events emitted from the OpenAI Realtime WebSocket server to the client.
+      navigationGroup: realtime
+      sections:
+        - type: object
+          key: RealtimeServerEventError
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventSessionCreated
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventSessionUpdated
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemAdded
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemRetrieved
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemInputAudioTranscriptionCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemInputAudioTranscriptionDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemInputAudioTranscriptionSegment
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemInputAudioTranscriptionFailed
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemTruncated
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventConversationItemDeleted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferCommitted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferCleared
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferSpeechStarted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferSpeechStopped
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferTimeoutTriggered
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventOutputAudioBufferStarted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventOutputAudioBufferStopped
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventOutputAudioBufferCleared
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseCreated
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseOutputItemAdded
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseOutputItemDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseContentPartAdded
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseContentPartDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseTextDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseTextDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseAudioTranscriptDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseAudioTranscriptDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseAudioDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseAudioDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseFunctionCallArgumentsDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseFunctionCallArgumentsDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseMCPCallArgumentsDelta
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseMCPCallArgumentsDone
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseMCPCallInProgress
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseMCPCallCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventResponseMCPCallFailed
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventMCPListToolsInProgress
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventMCPListToolsCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventMCPListToolsFailed
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventRateLimitsUpdated
+          path: <auto>
+    - id: chat
+      title: Chat Completions
+      description: >
+        The Chat Completions API endpoint will generate a model response from a
+
+        list of messages comprising a conversation.
+
+
+        Related guides:
+
+        - [Quickstart](https://platform.openai.com/docs/quickstart?api-mode=chat)
+
+        - [Text inputs and outputs](https://platform.openai.com/docs/guides/text?api-mode=chat)
+
+        - [Image inputs](https://platform.openai.com/docs/guides/images?api-mode=chat)
+
+        - [Audio inputs and outputs](https://platform.openai.com/docs/guides/audio?api-mode=chat)
+
+        - [Structured Outputs](https://platform.openai.com/docs/guides/structured-outputs?api-mode=chat)
+
+        - [Function calling](https://platform.openai.com/docs/guides/function-calling?api-mode=chat)
+
+        - [Conversation state](https://platform.openai.com/docs/guides/conversation-state?api-mode=chat)
+
+
+        **Starting a new project?** We recommend trying
+        [Responses](https://platform.openai.com/docs/api-reference/responses)
+
+        to take advantage of the latest OpenAI platform features. Compare
+
+        [Chat Completions with
+        Responses](https://platform.openai.com/docs/guides/responses-vs-chat-completions?api-mode=responses).
+      navigationGroup: chat
+      sections:
+        - type: endpoint
+          key: createChatCompletion
+          path: create
+        - type: endpoint
+          key: getChatCompletion
+          path: get
+        - type: endpoint
+          key: getChatCompletionMessages
+          path: getMessages
+        - type: endpoint
+          key: listChatCompletions
+          path: list
+        - type: endpoint
+          key: updateChatCompletion
+          path: update
+        - type: endpoint
+          key: deleteChatCompletion
+          path: delete
+        - type: object
+          key: CreateChatCompletionResponse
+          path: object
+        - type: object
+          key: ChatCompletionList
+          path: list-object
+        - type: object
+          key: ChatCompletionMessageList
+          path: message-list
+    - id: chat-streaming
+      title: Streaming
+      description: |
+        Stream Chat Completions in real time. Receive chunks of completions
+        returned from the model using server-sent events.
+        [Learn more](https://platform.openai.com/docs/guides/streaming-responses?api-mode=chat).
+      navigationGroup: chat
+      sections:
+        - type: object
+          key: CreateChatCompletionStreamResponse
+          path: streaming
+    - id: assistants
+      title: Assistants
+      beta: true
+      description: |
+        Build assistants that can call models and use tools to perform tasks.
+
+        [Get started with the Assistants API](https://platform.openai.com/docs/assistants)
+      navigationGroup: assistants
+      sections:
+        - type: endpoint
+          key: createAssistant
+          path: createAssistant
+        - type: endpoint
+          key: listAssistants
+          path: listAssistants
+        - type: endpoint
+          key: getAssistant
+          path: getAssistant
+        - type: endpoint
+          key: modifyAssistant
+          path: modifyAssistant
+        - type: endpoint
+          key: deleteAssistant
+          path: deleteAssistant
+        - type: object
+          key: AssistantObject
+          path: object
+    - id: threads
+      title: Threads
+      beta: true
+      description: |
+        Create threads that assistants can interact with.
+
+        Related guide: [Assistants](https://platform.openai.com/docs/assistants/overview)
+      navigationGroup: assistants
+      sections:
+        - type: endpoint
+          key: createThread
+          path: createThread
+        - type: endpoint
+          key: getThread
+          path: getThread
+        - type: endpoint
+          key: modifyThread
+          path: modifyThread
+        - type: endpoint
+          key: deleteThread
+          path: deleteThread
+        - type: object
+          key: ThreadObject
+          path: object
+    - id: messages
+      title: Messages
+      beta: true
+      description: |
+        Create messages within threads
+
+        Related guide: [Assistants](https://platform.openai.com/docs/assistants/overview)
+      navigationGroup: assistants
+      sections:
+        - type: endpoint
+          key: createMessage
+          path: createMessage
+        - type: endpoint
+          key: listMessages
+          path: listMessages
+        - type: endpoint
+          key: getMessage
+          path: getMessage
+        - type: endpoint
+          key: modifyMessage
+          path: modifyMessage
+        - type: endpoint
+          key: deleteMessage
+          path: deleteMessage
+        - type: object
+          key: MessageObject
+          path: object
+    - id: runs
+      title: Runs
+      beta: true
+      description: |
+        Represents an execution run on a thread.
+
+        Related guide: [Assistants](https://platform.openai.com/docs/assistants/overview)
+      navigationGroup: assistants
+      sections:
+        - type: endpoint
+          key: createRun
+          path: createRun
+        - type: endpoint
+          key: createThreadAndRun
+          path: createThreadAndRun
+        - type: endpoint
+          key: listRuns
+          path: listRuns
+        - type: endpoint
+          key: getRun
+          path: getRun
+        - type: endpoint
+          key: modifyRun
+          path: modifyRun
+        - type: endpoint
+          key: submitToolOuputsToRun
+          path: submitToolOutputs
+        - type: endpoint
+          key: cancelRun
+          path: cancelRun
+        - type: object
+          key: RunObject
+          path: object
+    - id: run-steps
+      title: Run steps
+      beta: true
+      description: |
+        Represents the steps (model and tool calls) taken during the run.
+
+        Related guide: [Assistants](https://platform.openai.com/docs/assistants/overview)
+      navigationGroup: assistants
+      sections:
+        - type: endpoint
+          key: listRunSteps
+          path: listRunSteps
+        - type: endpoint
+          key: getRunStep
+          path: getRunStep
+        - type: object
+          key: RunStepObject
+          path: step-object
+    - id: assistants-streaming
+      title: Streaming
+      beta: true
+      description: >
+        Stream the result of executing a Run or resuming a Run after submitting tool outputs.
+
+        You can stream events from the [Create Thread and
+        Run](https://platform.openai.com/docs/api-reference/runs/createThreadAndRun),
+
+        [Create Run](https://platform.openai.com/docs/api-reference/runs/createRun), and [Submit Tool
+        Outputs](https://platform.openai.com/docs/api-reference/runs/submitToolOutputs)
+
+        endpoints by passing `"stream": true`. The response will be a [Server-Sent
+        events](https://html.spec.whatwg.org/multipage/server-sent-events.html#server-sent-events) stream.
+
+        Our Node and Python SDKs provide helpful utilities to make streaming easy. Reference the
+
+        [Assistants API quickstart](https://platform.openai.com/docs/assistants/overview) to learn more.
+      navigationGroup: assistants
+      sections:
+        - type: object
+          key: MessageDeltaObject
+          path: message-delta-object
+        - type: object
+          key: RunStepDeltaObject
+          path: run-step-delta-object
+        - type: object
+          key: AssistantStreamEvent
+          path: events
+    - id: administration
+      title: Administration
+      description: >
+        Programmatically manage your organization.
+
+        The Audit Logs endpoint provides a log of all actions taken in the organization for security and
+        monitoring purposes.
+
+        To access these endpoints please generate an Admin API Key through the [API Platform Organization
+        overview](/organization/admin-keys). Admin API keys cannot be used for non-administration endpoints.
+
+        For best practices on setting up your organization, please refer to this
+        [guide](https://platform.openai.com/docs/guides/production-best-practices#setting-up-your-organization)
+      navigationGroup: administration
+    - id: admin-api-keys
+      title: Admin API Keys
+      description: >
+        Admin API keys enable Organization Owners to programmatically manage various aspects of their
+        organization, including users, projects, and API keys. These keys provide administrative capabilities,
+        such as creating, updating, and deleting users; managing projects; and overseeing API key lifecycles.
+
+
+        Key Features of Admin API Keys:
+
+
+        - User Management: Invite new users, update roles, and remove users from the organization.
+
+
+        - Project Management: Create, update, archive projects, and manage user assignments within projects.
+
+
+        - API Key Oversight: List, retrieve, and delete API keys associated with projects.
+
+
+        Only Organization Owners have the authority to create and utilize Admin API keys. To manage these
+        keys, Organization Owners can navigate to the Admin Keys section of their API Platform dashboard.
+
+
+        For direct access to the Admin Keys management page, Organization Owners can use the following link:
+
+
+        [https://platform.openai.com/settings/organization/admin-keys](https://platform.openai.com/settings/organization/admin-keys)
+
+
+        It's crucial to handle Admin API keys with care due to their elevated permissions. Adhering to best
+        practices, such as regular key rotation and assigning appropriate permissions, enhances security and
+        ensures proper governance within the organization.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: admin-api-keys-list
+          path: list
+        - type: endpoint
+          key: admin-api-keys-create
+          path: create
+        - type: endpoint
+          key: admin-api-keys-get
+          path: listget
+        - type: endpoint
+          key: admin-api-keys-delete
+          path: delete
+        - type: object
+          key: AdminApiKey
+          path: object
+    - id: invite
+      title: Invites
+      description: Invite and manage invitations for an organization.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-invites
+          path: list
+        - type: endpoint
+          key: inviteUser
+          path: create
+        - type: endpoint
+          key: retrieve-invite
+          path: retrieve
+        - type: endpoint
+          key: delete-invite
+          path: delete
+        - type: object
+          key: Invite
+          path: object
+    - id: users
+      title: Users
+      description: |
+        Manage users and their role in an organization.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-users
+          path: list
+        - type: endpoint
+          key: modify-user
+          path: modify
+        - type: endpoint
+          key: retrieve-user
+          path: retrieve
+        - type: endpoint
+          key: delete-user
+          path: delete
+        - type: object
+          key: User
+          path: object
+    - id: projects
+      title: Projects
+      description: |
+        Manage the projects within an orgnanization includes creation, updating, and archiving or projects.
+        The Default project cannot be archived.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-projects
+          path: list
+        - type: endpoint
+          key: create-project
+          path: create
+        - type: endpoint
+          key: retrieve-project
+          path: retrieve
+        - type: endpoint
+          key: modify-project
+          path: modify
+        - type: endpoint
+          key: archive-project
+          path: archive
+        - type: object
+          key: Project
+          path: object
+    - id: project-users
+      title: Project users
+      description: |
+        Manage users within a project, including adding, updating roles, and removing users.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-project-users
+          path: list
+        - type: endpoint
+          key: create-project-user
+          path: create
+        - type: endpoint
+          key: retrieve-project-user
+          path: retrieve
+        - type: endpoint
+          key: modify-project-user
+          path: modify
+        - type: endpoint
+          key: delete-project-user
+          path: delete
+        - type: object
+          key: ProjectUser
+          path: object
+    - id: project-service-accounts
+      title: Project service accounts
+      description: >
+        Manage service accounts within a project. A service account is a bot user that is not associated with
+        a user.
+
+        If a user leaves an organization, their keys and membership in projects will no longer work. Service
+        accounts
+
+        do not have this limitation. However, service accounts can also be deleted from a project.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-project-service-accounts
+          path: list
+        - type: endpoint
+          key: create-project-service-account
+          path: create
+        - type: endpoint
+          key: retrieve-project-service-account
+          path: retrieve
+        - type: endpoint
+          key: delete-project-service-account
+          path: delete
+        - type: object
+          key: ProjectServiceAccount
+          path: object
+    - id: project-api-keys
+      title: Project API keys
+      description: >
+        Manage API keys for a given project. Supports listing and deleting keys for users.
+
+        This API does not allow issuing keys for users, as users need to authorize themselves to generate
+        keys.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-project-api-keys
+          path: list
+        - type: endpoint
+          key: retrieve-project-api-key
+          path: retrieve
+        - type: endpoint
+          key: delete-project-api-key
+          path: delete
+        - type: object
+          key: ProjectApiKey
+          path: object
+    - id: project-rate-limits
+      title: Project rate limits
+      description: >
+        Manage rate limits per model for projects. Rate limits may be configured to be equal to or lower than
+        the organization's rate limits.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-project-rate-limits
+          path: list
+        - type: endpoint
+          key: update-project-rate-limits
+          path: update
+        - type: object
+          key: ProjectRateLimit
+          path: object
+    - id: audit-logs
+      title: Audit logs
+      description: >
+        Logs of user actions and configuration changes within this organization.
+
+        To log events, an Organization Owner must activate logging in the [Data Controls
+        Settings](/settings/organization/data-controls/data-retention).
+
+        Once activated, for security reasons, logging cannot be deactivated.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: list-audit-logs
+          path: list
+        - type: object
+          key: AuditLog
+          path: object
+    - id: usage
+      title: Usage
+      description: >
+        The **Usage API** provides detailed insights into your activity across the OpenAI API. It also
+        includes a separate [Costs endpoint](https://platform.openai.com/docs/api-reference/usage/costs),
+        which offers visibility into your spend, breaking down consumption by invoice line items and project
+        IDs.
+
+
+        While the Usage API delivers granular usage data, it may not always reconcile perfectly with the Costs
+        due to minor differences in how usage and spend are recorded. For financial purposes, we recommend
+        using the [Costs endpoint](https://platform.openai.com/docs/api-reference/usage/costs) or the [Costs
+        tab](/settings/organization/usage) in the Usage Dashboard, which will reconcile back to your billing
+        invoice.
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: usage-completions
+          path: completions
+        - type: object
+          key: UsageCompletionsResult
+          path: completions_object
+        - type: endpoint
+          key: usage-embeddings
+          path: embeddings
+        - type: object
+          key: UsageEmbeddingsResult
+          path: embeddings_object
+        - type: endpoint
+          key: usage-moderations
+          path: moderations
+        - type: object
+          key: UsageModerationsResult
+          path: moderations_object
+        - type: endpoint
+          key: usage-images
+          path: images
+        - type: object
+          key: UsageImagesResult
+          path: images_object
+        - type: endpoint
+          key: usage-audio-speeches
+          path: audio_speeches
+        - type: object
+          key: UsageAudioSpeechesResult
+          path: audio_speeches_object
+        - type: endpoint
+          key: usage-audio-transcriptions
+          path: audio_transcriptions
+        - type: object
+          key: UsageAudioTranscriptionsResult
+          path: audio_transcriptions_object
+        - type: endpoint
+          key: usage-vector-stores
+          path: vector_stores
+        - type: object
+          key: UsageVectorStoresResult
+          path: vector_stores_object
+        - type: endpoint
+          key: usage-code-interpreter-sessions
+          path: code_interpreter_sessions
+        - type: object
+          key: UsageCodeInterpreterSessionsResult
+          path: code_interpreter_sessions_object
+        - type: endpoint
+          key: usage-costs
+          path: costs
+        - type: object
+          key: CostsResult
+          path: costs_object
+    - id: certificates
+      beta: true
+      title: Certificates
+      description: >
+        Manage Mutual TLS certificates across your organization and projects.
+
+
+        [Learn more about Mutual
+        TLS.](https://help.openai.com/en/articles/10876024-openai-mutual-tls-beta-program)
+      navigationGroup: administration
+      sections:
+        - type: endpoint
+          key: uploadCertificate
+          path: uploadCertificate
+        - type: endpoint
+          key: getCertificate
+          path: getCertificate
+        - type: endpoint
+          key: modifyCertificate
+          path: modifyCertificate
+        - type: endpoint
+          key: deleteCertificate
+          path: deleteCertificate
+        - type: endpoint
+          key: listOrganizationCertificates
+          path: listOrganizationCertificates
+        - type: endpoint
+          key: listProjectCertificates
+          path: listProjectCertificates
+        - type: endpoint
+          key: activateOrganizationCertificates
+          path: activateOrganizationCertificates
+        - type: endpoint
+          key: deactivateOrganizationCertificates
+          path: deactivateOrganizationCertificates
+        - type: endpoint
+          key: activateProjectCertificates
+          path: activateProjectCertificates
+        - type: endpoint
+          key: deactivateProjectCertificates
+          path: deactivateProjectCertificates
+        - type: object
+          key: Certificate
+          path: object
+    - id: completions
+      title: Completions
+      legacy: true
+      navigationGroup: legacy
+      description: >
+        Given a prompt, the model will return one or more predicted completions along with the probabilities
+        of alternative tokens at each position. Most developer should use our [Chat Completions
+        API](https://platform.openai.com/docs/guides/text-generation#text-generation-models) to leverage our
+        best and newest models.
+      sections:
+        - type: endpoint
+          key: createCompletion
+          path: create
+        - type: object
+          key: CreateCompletionResponse
+          path: object
+    - id: realtime_beta
+      title: Realtime Beta
+      legacy: true
+      navigationGroup: legacy
+      description: >
+        Communicate with a multimodal model in real time over low latency interfaces like WebRTC, WebSocket,
+        and SIP. Natively supports speech-to-speech as well as text, image, and audio inputs and outputs.
+
+        [Learn more about the Realtime API](https://platform.openai.com/docs/guides/realtime).
+    - id: realtime-beta-sessions
+      title: Realtime Beta session tokens
+      description: |
+        REST API endpoint to generate ephemeral session tokens for use in client-side
+        applications.
+      navigationGroup: legacy
+      sections:
+        - type: endpoint
+          key: create-realtime-session
+          path: create
+        - type: endpoint
+          key: create-realtime-transcription-session
+          path: create-transcription
+        - type: object
+          key: RealtimeSessionCreateResponse
+          path: session_object
+        - type: object
+          key: RealtimeTranscriptionSessionCreateResponse
+          path: transcription_session_object
+    - id: realtime-beta-client-events
+      title: Realtime Beta client events
+      description: |
+        These are events that the OpenAI Realtime WebSocket server will accept from the client.
+      navigationGroup: legacy
+      sections:
+        - type: object
+          key: RealtimeBetaClientEventSessionUpdate
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventInputAudioBufferAppend
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventInputAudioBufferCommit
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventInputAudioBufferClear
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventConversationItemCreate
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventConversationItemRetrieve
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventConversationItemTruncate
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventConversationItemDelete
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventResponseCreate
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventResponseCancel
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventTranscriptionSessionUpdate
+          path: <auto>
+        - type: object
+          key: RealtimeBetaClientEventOutputAudioBufferClear
+          path: <auto>
+    - id: realtime-beta-server-events
+      title: Realtime Beta server events
+      description: |
+        These are events emitted from the OpenAI Realtime WebSocket server to the client.
+      navigationGroup: legacy
+      sections:
+        - type: object
+          key: RealtimeBetaServerEventError
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventSessionCreated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventSessionUpdated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventTranscriptionSessionCreated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventTranscriptionSessionUpdated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemCreated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemRetrieved
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemInputAudioTranscriptionCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemInputAudioTranscriptionDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemInputAudioTranscriptionSegment
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemInputAudioTranscriptionFailed
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemTruncated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventConversationItemDeleted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventInputAudioBufferCommitted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventInputAudioBufferCleared
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventInputAudioBufferSpeechStarted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventInputAudioBufferSpeechStopped
+          path: <auto>
+        - type: object
+          key: RealtimeServerEventInputAudioBufferTimeoutTriggered
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseCreated
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseOutputItemAdded
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseOutputItemDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseContentPartAdded
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseContentPartDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseTextDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseTextDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseAudioTranscriptDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseAudioTranscriptDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseAudioDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseAudioDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseFunctionCallArgumentsDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseFunctionCallArgumentsDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseMCPCallArgumentsDelta
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseMCPCallArgumentsDone
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseMCPCallInProgress
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseMCPCallCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventResponseMCPCallFailed
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventMCPListToolsInProgress
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventMCPListToolsCompleted
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventMCPListToolsFailed
+          path: <auto>
+        - type: object
+          key: RealtimeBetaServerEventRateLimitsUpdated
+          path: <auto>
diff --git a/lib/active_agent/providers/open_ai_provider.rb b/lib/active_agent/providers/open_ai_provider.rb
new file mode 100644
index 00000000..428a2e54
--- /dev/null
+++ b/lib/active_agent/providers/open_ai_provider.rb
@@ -0,0 +1,81 @@
+require_relative "_base_provider"
+
+require_gem!(:openai, __FILE__)
+
+require_relative "open_ai/_base"
+require_relative "open_ai/chat_provider"
+require_relative "open_ai/responses_provider"
+require_relative "open_ai/embedding/_types"
+
+module ActiveAgent
+  module Providers
+    # Router for OpenAI's API versions based on supported features.
+    #
+    # This provider acts as a thin wrapper that routes requests between different versions
+    # of OpenAI's API (Chat API and Responses API) depending on the features used in the prompt.
+    # It automatically selects the appropriate API version based on:
+    # - Explicit API version specification (+:api_version+ option)
+    # - Presence of audio content in the request
+    #
+    # @example Basic usage
+    #   provider = ActiveAgent::Providers::OpenAIProvider.new(...)
+    #   result = provider.generate
+    #
+    # @see https://platform.openai.com/docs/guides/migrate-to-responses
+    class OpenAIProvider < OpenAI::Base
+      attr_internal :api_version
+      attr_internal :raw_options
+
+      # Initializes the OpenAI provider router.
+      #
+      # Since this layer is just routing based on API version, we want to wait
+      # to cast values into their types.
+      #
+      # @param kwargs [Hash] Configuration options for the provider
+      # @option kwargs [Symbol] :service The service name to validate
+      # @option kwargs [Symbol] :api_version The OpenAI API version to use (:chat or :responses)
+      def initialize(kwargs = {})
+        # For Routing Prompt APIs
+        self.api_version = kwargs.delete(:api_version)
+        self.raw_options = kwargs.deep_dup
+
+        super
+      end
+
+      # Generates a response by routing to the appropriate OpenAI API version.
+      #
+      # This method determines which API version to use based on the prompt context:
+      # - Uses Chat API if +api_version: :chat+ is specified or audio is present
+      # - Uses Responses API otherwise (default)
+      #
+      # @return [Object] The generation result from the selected API provider
+      #
+      # @see https://platform.openai.com/docs/guides/migrate-to-responses
+      def prompt
+        if api_version == :chat || context[:audio].present?
+          instrument("api_routing.provider.active_agent", api_type: :chat, api_version: api_version, has_audio: context[:audio].present?)
+          OpenAI::ChatProvider.new(raw_options).prompt
+        else # api_version == :responses || true
+          instrument("api_routing.provider.active_agent", api_type: :responses, api_version: api_version)
+          OpenAI::ResponsesProvider.new(raw_options).prompt
+        end
+      end
+
+      # Returns the embedding request type for OpenAI.
+      #
+      # @return [ActiveModel::Type::Value] The OpenAI embedding request type
+      def embed_request_type = OpenAI::Embedding::RequestType.new
+
+      protected
+
+      # Executes an embedding request via OpenAI's API.
+      #
+      # @param parameters [Hash] The embedding request parameters
+      # @return [Object] The embedding response from OpenAI
+      def api_embed_execute(parameters)
+        instrument("embeddings_request.provider.active_agent")
+        client.embeddings(parameters:).deep_symbolize_keys
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/_types.rb b/lib/active_agent/providers/open_router/_types.rb
new file mode 100644
index 00000000..c79f3d6d
--- /dev/null
+++ b/lib/active_agent/providers/open_router/_types.rb
@@ -0,0 +1,45 @@
+# frozen_string_literal: true
+
+require_relative "requests/_types"
+
+require_relative "request"
+require_relative "options"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      # Type for Request model
+      class RequestType < ActiveModel::Type::Value
+        def cast(value)
+          case value
+          when Request
+            value
+          when Hash
+            Request.new(**value.deep_symbolize_keys)
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot cast #{value.class} to Request"
+          end
+        end
+
+        def serialize(value)
+          case value
+          when Request
+            value.serialize
+          when Hash
+            value
+          when nil
+            nil
+          else
+            raise ArgumentError, "Cannot serialize #{value.class}"
+          end
+        end
+
+        def deserialize(value)
+          cast(value)
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/options.rb b/lib/active_agent/providers/open_router/options.rb
new file mode 100644
index 00000000..042ecc3c
--- /dev/null
+++ b/lib/active_agent/providers/open_router/options.rb
@@ -0,0 +1,95 @@
+# frozen_string_literal: true
+
+require_relative "../open_ai/options"
+require_relative "requests/response_format"
+require_relative "requests/prediction"
+require_relative "requests/provider_preferences"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      class Options < ActiveAgent::Providers::OpenAI::Options
+        attribute :uri_base, :string, as: "https://openrouter.ai/api/v1"
+        attribute :app_name, :string, fallback: "ActiveAgent"
+        attribute :site_url, :string, fallback: "https://activeagents.ai/"
+
+        def initialize(kwargs = {})
+          kwargs = kwargs.deep_symbolize_keys if kwargs.respond_to?(:deep_symbolize_keys)
+
+          super(**deep_compact(kwargs.merge(
+            app_name: kwargs[:app_name] || resolve_app_name(kwargs),
+            site_url: kwargs[:site_url] || resolve_site_url(kwargs),
+          )))
+        end
+
+        def serialize
+          super.except(:app_name, :site_url).tap do |hash|
+            hash[:extra_headers] = extra_headers unless extra_headers.blank?
+          end
+        end
+
+        # We fallback to ActiveAgent but allow empty strings to unset
+        def extra_headers
+          deep_compact(
+            "http-referer" => site_url.presence,
+            "x-title"      => app_name.presence
+          )
+        end
+
+        private
+
+        # Not Used as Part of Open Router
+        def resolve_organization_id(settings) = nil
+        def resolve_admin_token(settings)     = nil
+
+        def resolve_access_token(settings)
+          settings["api_key"] ||
+            ENV["OPENROUTER_API_KEY"] ||
+            ENV["OPEN_ROUTER_API_KEY"] ||
+            ENV["OPENROUTER_ACCESS_TOKEN"] ||
+            ENV["OPEN_ROUTER_ACCESS_TOKEN"]
+        end
+
+        def resolve_app_name(settings)
+          if defined?(Rails) && Rails.application
+            Rails.application.class.name.split("::").first
+          end
+        end
+
+        def resolve_site_url(settings)
+          # First check ActiveAgent settings
+          return settings[:default_url_options][:host] if settings.dig(:default_url_options, :host)
+
+          # Then check Rails routes default_url_options
+          if defined?(Rails) && Rails.application&.routes&.default_url_options&.any?
+            host     = Rails.application.routes.default_url_options[:host]
+            port     = Rails.application.routes.default_url_options[:port]
+            protocol = Rails.application.routes.default_url_options[:protocol] || "https"
+
+            if host
+              url = "#{protocol}://#{host}"
+              url += ":#{port}" if port && port != 80 && port != 443
+              return url
+            end
+          end
+
+          # Finally check ActionMailer options as fallback
+          if defined?(Rails) && Rails.application&.config&.action_mailer&.default_url_options
+            options = Rails.application.config.action_mailer.default_url_options
+            host = options[:host]
+            port = options[:port]
+            protocol = options[:protocol] || "https"
+
+            if host
+              url = "#{protocol}://#{host}"
+              url += ":#{port}" if port && port != 80 && port != 443
+              return url
+            end
+          end
+
+          nil
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/request.rb b/lib/active_agent/providers/open_router/request.rb
new file mode 100644
index 00000000..6ec1bf9d
--- /dev/null
+++ b/lib/active_agent/providers/open_router/request.rb
@@ -0,0 +1,83 @@
+# frozen_string_literal: true
+
+require_relative "../open_ai/_types"
+require_relative "requests/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      class Request < OpenAI::Chat::Request
+        # Prompting Options
+        attribute :model,           :string, fallback: "openrouter/auto"
+        attribute :response_format, Requests::ResponseFormatType.new
+        attribute :max_tokens,      :integer
+        attribute :stop # Can be string or array
+
+        # Messages array (required)
+        attribute :messages, Requests::Messages::MessagesType.new
+
+        # LLM Parameters
+        attribute :seed,               :integer
+        attribute :top_p,              :float
+        attribute :top_k,              :integer
+        attribute :frequency_penalty,  :float
+        attribute :presence_penalty,   :float
+        attribute :repetition_penalty, :float
+        attribute :top_logprobs,       :integer
+        attribute :min_p,              :float
+        attribute :top_a,              :float
+        attribute :logit_bias # Hash of token_id => bias value
+
+        # Tool calling (inherited from OpenAI but explicitly documented)
+        # attribute :tools, :json
+        # attribute :tool_choice, :json
+
+        # Predicted outputs
+        attribute :prediction, Requests::PredictionType.new
+
+        # OpenRouter-specific parameters
+        attribute :transforms,                                      default: -> { [] } # Array of strings
+        attribute :models,                                          default: -> { [] } # Array of model strings for fallback
+        attribute :route,    :string,                               default: "fallback"
+        attribute :provider, Requests::ProviderPreferencesType.new, default: {}
+        attribute :user,     :string # Stable identifier for end-users
+        attribute :plugins,  Requests::PluginsType.new # Array of plugin configurations (e.g., file-parser for PDFs)
+
+        # Validations for parameters with specific ranges
+        validates :max_tokens,         numericality: { greater_than_or_equal_to: 1 },                            allow_nil: true
+        validates :top_p,              numericality: { greater_than: 0, less_than_or_equal_to: 1 },              allow_nil: true
+        validates :top_k,              numericality: { greater_than_or_equal_to: 1 },                            allow_nil: true
+        validates :frequency_penalty,  numericality: { greater_than_or_equal_to: -2, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :presence_penalty,   numericality: { greater_than_or_equal_to: -2, less_than_or_equal_to: 2 }, allow_nil: true
+        validates :repetition_penalty, numericality: { greater_than: 0, less_than_or_equal_to: 2 },              allow_nil: true
+        validates :min_p,              numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 },  allow_nil: true
+        validates :top_a,              numericality: { greater_than_or_equal_to: 0, less_than_or_equal_to: 1 },  allow_nil: true
+        validates :route,              inclusion:    { in: [ "fallback" ] },                                     allow_nil: true
+
+        # Backwards Compatibility
+        delegate_attributes :data_collection, :enable_fallbacks, :sort, :ignore, :only, :quantizations, :max_price, to: :provider
+        alias_attribute :fallback_models, :models
+
+        # Common Format Compatability
+        def messages=(value)
+          case value
+          when Array
+            super((messages || []) | value)
+          else
+            super((messages || []) | [ value ])
+          end
+        end
+
+        # Common Format Compatability
+        def response_format=(value)
+          # If we are doing structured output, we need to ensure that we route to models that support it.
+          if %i[json_object json_schema].include?(value[:type].to_sym)
+            self.provider.require_parameters = true
+          end
+
+          super(value)
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/_types.rb b/lib/active_agent/providers/open_router/requests/_types.rb
new file mode 100644
index 00000000..582db678
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/_types.rb
@@ -0,0 +1,198 @@
+# frozen_string_literal: true
+
+require_relative "messages/_types"
+require_relative "provider_preferences/_types"
+require_relative "plugins/_types"
+
+require_relative "message"
+require_relative "prediction"
+require_relative "provider_preferences"
+require_relative "response_format"
+require_relative "plugin"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        # Type for MaxPrice
+        class MaxPriceType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when MaxPrice
+              value
+            when Hash
+              MaxPrice.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to MaxPrice"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when MaxPrice
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # Type for Prediction
+        class PredictionType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Prediction
+              value
+            when Hash
+              Prediction.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Prediction"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Prediction
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # Type for ProviderPreferences
+        class ProviderPreferencesType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when ProviderPreferences
+              value
+            when Hash
+              ProviderPreferences.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to ProviderPreferences"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when ProviderPreferences
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # Type for ResponseFormat
+        class ResponseFormatType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when ResponseFormat
+              value
+            when Hash
+              ResponseFormat.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to ResponseFormat"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when ResponseFormat
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+
+        # Type for Plugins (array of Plugin objects)
+        class PluginsType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when Array
+              value.map do |item|
+                case item
+                when Plugin
+                  item
+                when Hash
+                  Plugin.new(**item.deep_symbolize_keys)
+                else
+                  raise ArgumentError, "Cannot cast #{item.class} to Plugin"
+                end
+              end
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to Array of Plugins"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when Array
+              value.map do |item|
+                case item
+                when Plugin
+                  item.serialize
+                when Hash
+                  item
+                else
+                  raise ArgumentError, "Cannot serialize #{item.class}"
+                end
+              end
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/message.rb b/lib/active_agent/providers/open_router/requests/message.rb
new file mode 100644
index 00000000..4d2ccbfb
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/message.rb
@@ -0,0 +1 @@
+require_relative "messages/assistant"
diff --git a/lib/active_agent/providers/open_router/requests/messages/_types.rb b/lib/active_agent/providers/open_router/requests/messages/_types.rb
new file mode 100644
index 00000000..c66e139f
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/_types.rb
@@ -0,0 +1,59 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/_types"
+
+require_relative "assistant"
+require_relative "user"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          # Type for Messages array - uses OpenRouter's MessageType
+          class MessagesType < OpenAI::Chat::Requests::Messages::MessagesType
+            def initialize
+              super
+              @message_type = MessageType.new
+            end
+          end
+
+          class MessageType < OpenAI::Chat::Requests::Messages::MessageType
+            def cast(value)
+              case value
+              when OpenAI::Chat::Requests::Messages::Base
+                value
+              when String
+                User.new(content: value)
+              when Hash
+                hash = value.deep_symbolize_keys
+                role = hash[:role]&.to_sym
+
+              case role
+              when :developer
+                OpenAI::Chat::Requests::Messages::Developer.new(**hash)
+              when :system
+                OpenAI::Chat::Requests::Messages::System.new(**hash)
+              when :user, nil
+                User.new(**hash)
+              when :assistant
+                Assistant.new(**hash)
+              when :tool
+                OpenAI::Chat::Requests::Messages::Tool.new(**hash)
+              when :function
+                OpenAI::Chat::Requests::Messages::Function.new(**hash)
+              else
+                raise ArgumentError, "Unknown message role: #{role.inspect}"
+              end
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to Message (expected Base, String, Hash, or nil)"
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/assistant.rb b/lib/active_agent/providers/open_router/requests/messages/assistant.rb
new file mode 100644
index 00000000..42169cd2
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/assistant.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          # Assistant message for OpenRouter API.
+          #
+          # Extends OpenAI's assistant message with OpenRouter-specific behavior.
+          # Drops reasoning fields during message reconstruction since they're not
+          # part of the standard request format.
+          class Assistant < OpenAI::Chat::Requests::Messages::Assistant
+            drop_attributes :reasoning, :reasoning_details
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/content/_types.rb b/lib/active_agent/providers/open_router/requests/messages/content/_types.rb
new file mode 100644
index 00000000..b3f8bca9
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/content/_types.rb
@@ -0,0 +1,97 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/content/_types"
+require_relative "file"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          module Content
+            # Type for handling content (string or array of content parts) in OpenRouter.
+            #
+            # Extends OpenAI's ContentsType to use OpenRouter's ContentType which
+            # handles files differently (preserves data URI prefix).
+            class ContentsType < OpenAI::Chat::Requests::Messages::Content::ContentsType
+              def initialize
+                super
+                @content_type = ContentType.new
+              end
+            end
+
+            # Type for individual content items in OpenRouter.
+            #
+            # Uses OpenRouter's File class for file content which preserves
+            # the data URI prefix that OpenAI strips.
+            class ContentType < ActiveModel::Type::Value
+              def cast(value)
+                case value
+                when OpenAI::Chat::Requests::Messages::Content::Base
+                  value
+                when Hash
+                  hash = value.deep_symbolize_keys
+                  type = hash[:type]&.to_sym
+
+                  case type
+                  when :text
+                    OpenAI::Chat::Requests::Messages::Content::Text.new(**hash)
+                  when :image_url
+                    OpenAI::Chat::Requests::Messages::Content::Image.new(**hash)
+                  when :input_audio
+                    OpenAI::Chat::Requests::Messages::Content::Audio.new(**hash)
+                  when :file
+                    # Use OpenRouter's File class instead of OpenAI's
+                    File.new(**hash)
+                  when :refusal
+                    OpenAI::Chat::Requests::Messages::Content::Refusal.new(**hash)
+                  when nil
+                    # When type is nil, check for specific content keys to infer type
+                    if hash.key?(:text)
+                      OpenAI::Chat::Requests::Messages::Content::Text.new(**hash)
+                    elsif hash.key?(:image)
+                      OpenAI::Chat::Requests::Messages::Content::Image.new(**hash.merge(image_url: hash.delete(:image)))
+                    elsif hash.key?(:document)
+                      # Use OpenRouter's File class for document content
+                      File.new(**hash.merge(file: hash.delete(:document)))
+                    else
+                      raise ArgumentError, "Cannot determine content type from hash keys: #{hash.keys.inspect}"
+                    end
+                  else
+                    raise ArgumentError, "Unknown content type: #{type.inspect}"
+                  end
+                when String
+                  # Plain text string becomes text content
+                  OpenAI::Chat::Requests::Messages::Content::Text.new(text: value)
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot cast #{value.class} to Content (expected Base, Hash, String, or nil)"
+                end
+              end
+
+              def serialize(value)
+                case value
+                when OpenAI::Chat::Requests::Messages::Content::Base
+                  value.serialize
+                when Hash
+                  value
+                when String
+                  { type: "text", text: value }
+                when nil
+                  nil
+                else
+                  raise ArgumentError, "Cannot serialize #{value.class} as Content"
+                end
+              end
+
+              def deserialize(value)
+                cast(value)
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/content/file.rb b/lib/active_agent/providers/open_router/requests/messages/content/file.rb
new file mode 100644
index 00000000..ff1b8ddf
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/content/file.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/content/base"
+require_relative "files/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          module Content
+            # File content part for OpenRouter.
+            #
+            # Uses OpenRouter's Files::DetailsType which preserves the data URI prefix
+            # instead of stripping it like OpenAI does.
+            class File < OpenAI::Chat::Requests::Messages::Content::Base
+              attribute :type, :string, as: "file"
+              attribute :file, Files::DetailsType.new
+
+              validates :file, presence: true
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/content/files/_types.rb b/lib/active_agent/providers/open_router/requests/messages/content/files/_types.rb
new file mode 100644
index 00000000..3fa34880
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/content/files/_types.rb
@@ -0,0 +1,61 @@
+# frozen_string_literal: true
+
+require_relative "details"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          module Content
+            module Files
+              # Type for the nested file object in OpenRouter.
+              #
+              # Uses OpenRouter's Details class which preserves the data URI prefix.
+              class DetailsType < ActiveModel::Type::Value
+                def cast(value)
+                  case value
+                  when Details
+                    value
+                  when Hash
+                    Details.new(**value.deep_symbolize_keys)
+                  when String
+                    # Accept both data URIs and plain base64, but preserve the format
+                    if value.start_with?("data:")
+                      Details.new(file_data: value)
+                    elsif value.match?(%r{\Ahttps?://})
+                      raise ArgumentError, "HTTP/S URLs are not supported. Use a base64 data URI instead"
+                    else
+                      Details.new(file_data: value)
+                    end
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot cast #{value.class} to File::Details"
+                  end
+                end
+
+                def serialize(value)
+                  case value
+                  when Details
+                    value.serialize
+                  when Hash
+                    value
+                  when nil
+                    nil
+                  else
+                    raise ArgumentError, "Cannot serialize #{value.class}"
+                  end
+                end
+
+                def deserialize(value)
+                  cast(value)
+                end
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/content/files/details.rb b/lib/active_agent/providers/open_router/requests/messages/content/files/details.rb
new file mode 100644
index 00000000..e355d690
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/content/files/details.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/content/files/details"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          module Content
+            module Files
+              # Represents the nested file object within File content part for OpenRouter.
+              #
+              # Unlike OpenAI which strips the data URI prefix, OpenRouter keeps it intact
+              # (e.g., data:application/pdf;base64,) in the file_data field.
+              class Details < OpenAI::Chat::Requests::Messages::Content::Files::Details
+                # Override the setter to NOT strip the data URI prefix
+                attribute :file_data, :string
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/messages/user.rb b/lib/active_agent/providers/open_router/requests/messages/user.rb
new file mode 100644
index 00000000..48aa1923
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/messages/user.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+require "active_agent/providers/open_ai/chat/requests/messages/user"
+require_relative "content/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Messages
+          # User message for OpenRouter API.
+          #
+          # Extends OpenAI's user message with OpenRouter-specific content handling.
+          # Overrides the content attribute to use OpenRouter's ContentsType which
+          # preserves the data URI prefix in file content instead of stripping it.
+          class User < OpenAI::Chat::Requests::Messages::User
+            attribute :content, Content::ContentsType.new # Override with OpenRouter's content handling
+
+            %i[text image document].each do |content_type|
+              define_method(:"#{content_type}=") do |value|
+                self.content ||= []
+                self.content += [ { content_type => value } ]
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/plugin.rb b/lib/active_agent/providers/open_router/requests/plugin.rb
new file mode 100644
index 00000000..3ed90083
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/plugin.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        # Represents a plugin configuration for OpenRouter requests.
+        # Currently supports the file-parser plugin for PDF processing.
+        #
+        # @example
+        #   plugin = Plugin.new(
+        #     id: 'file-parser',
+        #     pdf: { engine: 'pdf-text' }
+        #   )
+        class Plugin < Common::BaseModel
+          attribute :id, :string
+          attribute :pdf, Plugins::PdfConfigType.new
+
+          validates :id, presence: true
+          validates :id, inclusion: { in: %w[file-parser] }, allow_nil: false
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/plugins/_types.rb b/lib/active_agent/providers/open_router/requests/plugins/_types.rb
new file mode 100644
index 00000000..fcab36d1
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/plugins/_types.rb
@@ -0,0 +1,46 @@
+# frozen_string_literal: true
+
+require_relative "pdf_config"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Plugins
+          # Type for PdfConfig
+          class PdfConfigType < ActiveModel::Type::Value
+            def cast(value)
+              case value
+              when PdfConfig
+                value
+              when Hash
+                PdfConfig.new(**value.deep_symbolize_keys)
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot cast #{value.class} to PdfConfig"
+              end
+            end
+
+            def serialize(value)
+              case value
+              when PdfConfig
+                value.serialize
+              when Hash
+                value
+              when nil
+                nil
+              else
+                raise ArgumentError, "Cannot serialize #{value.class}"
+              end
+            end
+
+            def deserialize(value)
+              cast(value)
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/plugins/pdf_config.rb b/lib/active_agent/providers/open_router/requests/plugins/pdf_config.rb
new file mode 100644
index 00000000..aa85dbc9
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/plugins/pdf_config.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        module Plugins
+          # Configuration for PDF processing in the file-parser plugin.
+          #
+          # OpenRouter provides several PDF processing engines:
+          # - "mistral-ocr": Best for scanned documents or PDFs with images ($2 per 1,000 pages)
+          # - "pdf-text": Best for well-structured PDFs with clear text content (Free)
+          # - "native": Only available for models that support file input natively (charged as input tokens)
+          #
+          # If you don't explicitly specify an engine, OpenRouter will default first to the model's
+          # native file processing capabilities, and if that's not available, will use the "mistral-ocr" engine.
+          #
+          # @example
+          #   pdf_config = PdfConfig.new(engine: 'pdf-text')
+          class PdfConfig < Common::BaseModel
+            attribute :engine, :string
+
+            validates :engine, inclusion: { in: %w[mistral-ocr pdf-text native] }, allow_nil: true
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/prediction.rb b/lib/active_agent/providers/open_router/requests/prediction.rb
new file mode 100644
index 00000000..109840b3
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/prediction.rb
@@ -0,0 +1,17 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        class Prediction < Common::BaseModel
+          attribute :type, :string
+          attribute :content, :string
+
+          validates :type, inclusion: { in: %w[content] }, allow_nil: true
+          validates :content, presence: true, if: -> { type.present? }
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/provider_preferences.rb b/lib/active_agent/providers/open_router/requests/provider_preferences.rb
new file mode 100644
index 00000000..d67fbf76
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/provider_preferences.rb
@@ -0,0 +1,64 @@
+# frozen_string_literal: true
+
+require_relative "provider_preferences/_types"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        # Provider preferences for routing requests to specific providers
+        # See: https://openrouter.ai/docs/provider-routing
+        class ProviderPreferences < Common::BaseModel
+          # Whether to allow backup providers to serve requests
+          # - true: (default) when primary provider is unavailable, use next best provider
+          # - false: use only primary/custom provider, return upstream error if unavailable
+          attribute :allow_fallbacks, :boolean
+
+          # Whether to filter providers to only those that support provided parameters
+          # If false, providers receive only parameters they support and ignore the rest
+          attribute :require_parameters, :boolean
+
+          # Data collection setting
+          # - allow: (default) allow providers which store user data and may train on it
+          # - deny: use only providers which do not collect user data
+          attribute :data_collection, :string
+
+          # Zero Data Retention - stricter privacy mode
+          attribute :zdr, :boolean
+
+          # Ordered list of provider slugs to try in order
+          attribute :order, default: -> { [] }
+
+          # List of provider slugs to allow (merged with account-wide settings)
+          attribute :only, default: -> { [] }
+
+          # List of provider slugs to ignore (merged with account-wide settings)
+          attribute :ignore, default: -> { [] }
+
+          # List of quantization levels to filter providers by
+          # Options: int4, int8, fp4, fp6, fp8, fp16, bf16, fp32, unknown
+          attribute :quantizations, default: -> { [] }
+
+          # Sorting strategy to use if "order" is not specified
+          # Options: price, throughput, latency
+          # When set, no load balancing is performed
+          attribute :sort, :string
+
+          # Maximum price constraints (USD per million tokens)
+          attribute :max_price, MaxPriceType.new
+
+          # Validations matching the schema
+          validates :data_collection, inclusion: { in: %w[deny allow] }, allow_nil: true
+          validates :sort, inclusion: { in: %w[price throughput latency] }, allow_nil: true
+          validates :quantizations, inclusion: {
+            in: [ %w[int4 int8 fp4 fp6 fp8 fp16 bf16 fp32 unknown].freeze ],
+            message: "must contain valid quantization levels"
+          }, allow_nil: true, if: -> { quantizations.is_a?(Array) && quantizations.any? }
+
+          # Backwards Compatibility
+          alias_attribute :enable_fallbacks, :allow_fallbacks
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/provider_preferences/_types.rb b/lib/active_agent/providers/open_router/requests/provider_preferences/_types.rb
new file mode 100644
index 00000000..7a121ba3
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/provider_preferences/_types.rb
@@ -0,0 +1,44 @@
+# frozen_string_literal: true
+
+require_relative "max_price"
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        # Type for MaxPrice
+        class MaxPriceType < ActiveModel::Type::Value
+          def cast(value)
+            case value
+            when MaxPrice
+              value
+            when Hash
+              MaxPrice.new(**value.deep_symbolize_keys)
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot cast #{value.class} to MaxPrice"
+            end
+          end
+
+          def serialize(value)
+            case value
+            when MaxPrice
+              value.serialize
+            when Hash
+              value
+            when nil
+              nil
+            else
+              raise ArgumentError, "Cannot serialize #{value.class}"
+            end
+          end
+
+          def deserialize(value)
+            cast(value)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/provider_preferences/max_price.rb b/lib/active_agent/providers/open_router/requests/provider_preferences/max_price.rb
new file mode 100644
index 00000000..ba6bec52
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/provider_preferences/max_price.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        # Maximum price configuration for provider routing
+        # Specifies USD price per million tokens for different operations
+        # See: https://openrouter.ai/docs/provider-routing
+        class MaxPrice < Common::BaseModel
+          attribute :prompt,     :float # Price per million prompt tokens (input)
+          attribute :completion, :float # Price per million completion tokens (output)
+          attribute :image,      :float # Price per image
+          attribute :audio,      :float # Price per audio unit
+          attribute :request,    :float # Price per request
+
+          validates :prompt,     numericality: { greater_than_or_equal_to: 0 }, allow_nil: true
+          validates :completion, numericality: { greater_than_or_equal_to: 0 }, allow_nil: true
+          validates :image,      numericality: { greater_than_or_equal_to: 0 }, allow_nil: true
+          validates :audio,      numericality: { greater_than_or_equal_to: 0 }, allow_nil: true
+          validates :request,    numericality: { greater_than_or_equal_to: 0 }, allow_nil: true
+
+          # Backwards Compatibility
+          alias_attribute :prompt_tokens, :prompt
+          alias_attribute :completion_tokens, :completion
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router/requests/response_format.rb b/lib/active_agent/providers/open_router/requests/response_format.rb
new file mode 100644
index 00000000..8828b454
--- /dev/null
+++ b/lib/active_agent/providers/open_router/requests/response_format.rb
@@ -0,0 +1,49 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Providers
+    module OpenRouter
+      module Requests
+        class ResponseFormat < Common::BaseModel
+          # Type of response format (json_object, json_schema)
+          attribute :type, :string
+
+          # JSON schema configuration (only for json_schema type)
+          attribute :json_schema # Hash with name, description, schema, strict
+
+          validates :type, inclusion: { in: %w[json_object json_schema] }, allow_nil: true
+
+          # Validate that json_schema is present when type is json_schema
+          validate :validate_json_schema_presence
+
+          private
+
+          def validate_json_schema_presence
+            if type == "json_schema" && json_schema.blank?
+              errors.add(:json_schema, "must be present when type is 'json_schema'")
+            end
+
+            if json_schema.present? && json_schema.is_a?(Hash)
+              validate_json_schema_structure
+            end
+          end
+
+          def validate_json_schema_structure
+            unless json_schema[:name].present?
+              errors.add(:json_schema, "must include 'name' field")
+            end
+
+            if json_schema[:name].present? && json_schema[:name].length > 64
+              errors.add(:json_schema, "name must be 64 characters or less")
+            end
+
+            # Name must match pattern: a-z, A-Z, 0-9, underscores and dashes
+            if json_schema[:name].present? && json_schema[:name] !~ /^[a-zA-Z0-9_-]+$/
+              errors.add(:json_schema, "name must contain only a-z, A-Z, 0-9, underscores and dashes")
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/open_router_provider.rb b/lib/active_agent/providers/open_router_provider.rb
new file mode 100644
index 00000000..ebb27721
--- /dev/null
+++ b/lib/active_agent/providers/open_router_provider.rb
@@ -0,0 +1,39 @@
+require_relative "_base_provider"
+
+require_gem!(:openai, __FILE__)
+
+require_relative "open_ai_provider"
+require_relative "open_router/_types"
+
+module ActiveAgent
+  module Providers
+    # Provider implementation for OpenRouter's multi-model API.
+    #
+    # Extends OpenAI::ChatProvider to work with OpenRouter's OpenAI-compatible API.
+    # Provides access to multiple AI models through a single interface with features
+    # like model fallbacks, cost tracking, and provider metadata.
+    #
+    # @see OpenAI::ChatProvider
+    # @see https://openrouter.ai/docs
+    class OpenRouterProvider < OpenAI::ChatProvider
+      def service_name        = "OpenRouter"
+      def options_klass       = namespace::Options
+      def prompt_request_type = namespace::RequestType.new
+
+      protected
+
+      # Merges streaming delta into the message.
+      #
+      # Handles OpenRouter's role copying behavior which mimics OpenAI's design.
+      #
+      # @param message [Hash] The current message being built
+      # @param delta [Hash] The delta to merge into the message
+      # @return [Hash] The merged message
+      def message_merge_delta(message, delta)
+        message[:role] = delta.delete(:role) if delta[:role] # Copy a Bad Design (OpenAI's Chat API) Badly, Win Bad Prizes
+
+        hash_merge_delta(message, delta)
+      end
+    end
+  end
+end
diff --git a/lib/active_agent/providers/openai_provider.rb b/lib/active_agent/providers/openai_provider.rb
new file mode 100644
index 00000000..fbb5d087
--- /dev/null
+++ b/lib/active_agent/providers/openai_provider.rb
@@ -0,0 +1,2 @@
+# OpenAI, "Your tacky and I hate you" - Billy, https://youtu.be/dsheboxJNgQ?si=tzDlJ7sdSxM4RjSD
+require_relative "open_ai_provider"
diff --git a/lib/active_agent/providers/openrouter_provider.rb b/lib/active_agent/providers/openrouter_provider.rb
new file mode 100644
index 00000000..8662d753
--- /dev/null
+++ b/lib/active_agent/providers/openrouter_provider.rb
@@ -0,0 +1,2 @@
+# OpenRouter, just copying OpenAI
+require_relative "open_router_provider"
diff --git a/lib/active_agent/queued_generation.rb b/lib/active_agent/queued_generation.rb
deleted file mode 100644
index 63b5af20..00000000
--- a/lib/active_agent/queued_generation.rb
+++ /dev/null
@@ -1,12 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module QueuedGeneration
-    extend ActiveSupport::Concern
-
-    included do
-      class_attribute :generation_job, default: ::ActiveAgent::GenerationJob
-      class_attribute :generate_later_queue_name, default: :agents
-    end
-  end
-end
diff --git a/lib/active_agent/railtie.rb b/lib/active_agent/railtie.rb
index 10f806d0..76477662 100644
--- a/lib/active_agent/railtie.rb
+++ b/lib/active_agent/railtie.rb
@@ -1,11 +1,10 @@
 # frozen_string_literal: true
 
+require "rails"
 require "active_job/railtie"
 require "active_agent"
-# require "active_agent/engine"
-require "rails"
-require "abstract_controller/railties/routes_helpers"
 require "active_agent/railtie/schema_generator_extension"
+require "abstract_controller/railties/routes_helpers"
 
 module ActiveAgent
   class Railtie < Rails::Railtie # :nodoc:
@@ -22,7 +21,7 @@ class Railtie < Rails::Railtie # :nodoc:
     end
 
     initializer "active_agent.set_configs" do |app|
-      paths = app.config.paths
+      paths   = app.config.paths
       options = app.config.active_agent
 
       options.assets_dir ||= paths["public"].first
@@ -33,10 +32,13 @@ class Railtie < Rails::Railtie # :nodoc:
       options.preview_paths |= [ "#{Rails.root}/test/agents/previews" ]
 
       # make sure readers methods get compiled
-      options.asset_host ||= app.config.asset_host
+      options.asset_host        ||= app.config.asset_host
       options.relative_url_root ||= app.config.relative_url_root
 
-      ActiveAgent.load_configuration(Rails.root.join("config", "active_agent.yml"))
+      # region configuration_load
+      # Loaded automatically via Railtie
+      ActiveAgent.configuration_load(Rails.root.join("config", "active_agent.yml"))
+      # endregion configuration_load
 
       ActiveSupport.on_load(:active_agent) do
         include AbstractController::UrlFor
diff --git a/lib/active_agent/rescuable.rb b/lib/active_agent/rescuable.rb
deleted file mode 100644
index 76a0b8e7..00000000
--- a/lib/active_agent/rescuable.rb
+++ /dev/null
@@ -1,34 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent # :nodoc:
-  # = Active Agent \Rescuable
-  #
-  # Provides
-  # {rescue_from}[rdoc-ref:ActiveSupport::Rescuable::ClassMethods#rescue_from]
-  # for agents. Wraps agent action processing, generation job processing, and prompt
-  # generation to handle configured errors.
-  module Rescuable
-    extend ActiveSupport::Concern
-    include ActiveSupport::Rescuable
-
-    class_methods do
-      def handle_exception(exception) # :nodoc:
-        rescue_with_handler(exception) || raise(exception)
-      end
-    end
-
-    def handle_exceptions # :nodoc:
-      yield
-    rescue => exception
-      rescue_with_handler(exception) || raise
-    end
-
-    private
-
-    def process(...)
-      handle_exceptions do
-        super
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/sanitizers.rb b/lib/active_agent/sanitizers.rb
deleted file mode 100644
index 7fb96691..00000000
--- a/lib/active_agent/sanitizers.rb
+++ /dev/null
@@ -1,40 +0,0 @@
-module ActiveAgent
-  module Sanitizers
-    extend ActiveSupport::Concern
-
-    SECRETS_KEYS = %w[access_token api_key]
-
-    class_methods do
-      # @return [Hash] The current sanitizers.
-      def sanitizers
-        @sanitizers ||= begin
-          sanitizers = {}
-
-          config.each do |provider, credentials|
-            credentials.slice(*SECRETS_KEYS).compact.each do |name, secret|
-              next if secret.blank?
-
-              sanitizers[secret] = "<#{provider.upcase}_#{name.upcase}>"
-            end
-          end
-
-          sanitizers
-        end
-      end
-
-      # return [void]
-      def sanitizers_reset!
-        @sanitizers = nil
-      end
-
-      # @return [String] The sanitized string with sensitive data replaced by placeholders.
-      def sanitize_credentials(string)
-        sanitizers.each do |secret, placeholder|
-          string = string.gsub(secret, placeholder)
-        end
-
-        string
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/schema_generator.rb b/lib/active_agent/schema_generator.rb
index 6bd05881..4e89b8d2 100644
--- a/lib/active_agent/schema_generator.rb
+++ b/lib/active_agent/schema_generator.rb
@@ -1,6 +1,40 @@
 # frozen_string_literal: true
 
 module ActiveAgent
+  # Provides automatic JSON Schema generation from ActiveRecord and ActiveModel classes.
+  #
+  # This module can be included in any ActiveRecord or ActiveModel class to add the ability
+  # to generate JSON Schema representations. The generated schemas can be used for API
+  # documentation, validation, or as input to AI models that support structured outputs.
+  #
+  # @example Basic usage with ActiveRecord
+  #   class User < ApplicationRecord
+  #     include ActiveAgent::SchemaGenerator
+  #   end
+  #
+  #   User.to_json_schema
+  #   # => { type: "object", properties: { ... }, required: [...] }
+  #
+  # @example With options
+  #   User.to_json_schema(
+  #     exclude: [:password_digest],
+  #     include_associations: true,
+  #     strict: true
+  #   )
+  #
+  # @example ActiveModel usage
+  #   class ContactForm
+  #     include ActiveModel::Model
+  #     include ActiveAgent::SchemaGenerator
+  #
+  #     attribute :name, :string
+  #     attribute :email, :string
+  #     attribute :message, :text
+  #   end
+  #
+  #   ContactForm.to_json_schema
+  #
+  # @see Builder
   module SchemaGenerator
     extend ActiveSupport::Concern
 
@@ -15,19 +49,78 @@ module SchemaGenerator
       end
     end
 
+    # Class methods added to ActiveRecord models.
     module ActiveRecordClassMethods
+      # Generates a JSON Schema representation of the ActiveRecord model.
+      #
+      # @param options [Hash] Options for schema generation
+      # @option options [Array<Symbol>] :exclude Attributes to exclude from the schema
+      # @option options [Boolean] :include_id (false) Whether to include the id field
+      # @option options [Boolean] :include_associations (false) Whether to include associations
+      # @option options [Array<Symbol>] :exclude_associations Associations to exclude
+      # @option options [Boolean] :nested_associations (false) Whether to include nested association schemas
+      # @option options [Boolean] :strict (false) Enable OpenAI strict mode (requires all properties)
+      # @option options [String] :name Custom name for the schema (used with strict mode)
+      # @option options [Boolean] :additional_properties (false) Allow additional properties in the schema
+      #
+      # @return [Hash] JSON Schema representation of the model
+      #
+      # @example Basic schema generation
+      #   User.to_json_schema
+      #
+      # @example Exclude specific fields
+      #   User.to_json_schema(exclude: [:password_digest, :created_at])
+      #
+      # @example Include associations
+      #   User.to_json_schema(include_associations: true, nested_associations: true)
+      #
+      # @example OpenAI strict mode
+      #   User.to_json_schema(strict: true, name: "user")
       def to_json_schema(options = {})
         ActiveAgent::SchemaGenerator::Builder.json_schema_from_model(self, options)
       end
     end
 
+    # Class methods added to ActiveModel classes.
     module ActiveModelClassMethods
+      # Generates a JSON Schema representation of the ActiveModel class.
+      #
+      # @param options [Hash] Options for schema generation
+      # @option options [Array<Symbol>] :exclude Attributes to exclude from the schema
+      # @option options [Boolean] :strict (false) Enable OpenAI strict mode (requires all properties)
+      # @option options [String] :name Custom name for the schema (used with strict mode)
+      # @option options [Boolean] :additional_properties (false) Allow additional properties in the schema
+      #
+      # @return [Hash] JSON Schema representation of the model
+      #
+      # @example Basic schema generation
+      #   ContactForm.to_json_schema
+      #
+      # @example Exclude specific fields
+      #   ContactForm.to_json_schema(exclude: [:internal_notes])
+      #
+      # @example OpenAI strict mode
+      #   ContactForm.to_json_schema(strict: true, name: "contact_form")
       def to_json_schema(options = {})
         ActiveAgent::SchemaGenerator::Builder.json_schema_from_model(self, options)
       end
     end
 
+    # Internal builder class for constructing JSON Schemas from model classes.
+    #
+    # This class handles the actual schema generation logic, supporting both
+    # ActiveRecord and ActiveModel classes with various options and configurations.
+    #
+    # @api private
     class Builder
+      # Generates a JSON Schema from a model class.
+      #
+      # @param model_class [Class] The ActiveRecord or ActiveModel class
+      # @param options [Hash] Schema generation options
+      #
+      # @return [Hash] The generated JSON Schema
+      #
+      # @raise [ArgumentError] If model_class is not an ActiveRecord or ActiveModel class
       def self.json_schema_from_model(model_class, options = {})
         schema = {
           type: "object",
@@ -47,7 +140,7 @@ def self.json_schema_from_model(model_class, options = {})
         if options[:strict]
           # OpenAI strict mode requires all properties to be in the required array
           # So we add all properties to required if strict mode is enabled
-          schema[:required] = schema[:properties].keys.map(&:to_s).sort
+          schema[:required] = schema[:properties].keys.sort
 
           {
             name: options[:name] || model_class.name.underscore,
@@ -62,16 +155,26 @@ def self.json_schema_from_model(model_class, options = {})
       class << self
         private
 
+        # Builds a JSON Schema from an ActiveRecord model.
+        #
+        # Extracts column information, associations, and validations to build
+        # a comprehensive schema representation.
+        #
+        # @param model_class [Class] The ActiveRecord model class
+        # @param schema [Hash] The schema hash to populate
+        # @param options [Hash] Schema generation options
+        #
+        # @return [void]
         def build_activerecord_schema(model_class, schema, options)
           model_class.columns.each do |column|
             next if options[:exclude]&.include?(column.name.to_sym)
             next if column.name == "id" && !options[:include_id]
 
             property = build_property_from_column(column)
-            schema[:properties][column.name] = property
+            schema[:properties][column.name.to_sym] = property
 
             if !column.null && column.name != "id"
-              schema[:required] << column.name
+              schema[:required] << column.name.to_sym
             end
           end
 
@@ -82,181 +185,239 @@ def build_activerecord_schema(model_class, schema, options)
           if model_class.respond_to?(:validators)
             add_validations_to_schema(model_class, schema, options)
           end
-      end
+        end
 
+        # Builds a JSON Schema from an ActiveModel class.
+        #
+        # Extracts attribute types and validations to build a schema representation.
+        #
+        # @param model_class [Class] The ActiveModel class
+        # @param schema [Hash] The schema hash to populate
+        # @param options [Hash] Schema generation options
+        #
+        # @return [void]
         def build_activemodel_schema(model_class, schema, options)
-        if model_class.respond_to?(:attribute_types)
-          model_class.attribute_types.each do |name, type|
-            next if options[:exclude]&.include?(name.to_sym)
+          if model_class.respond_to?(:attribute_types)
+            model_class.attribute_types.each do |name, type|
+              next if options[:exclude]&.include?(name.to_sym)
 
-            property = build_property_from_type(type)
-            schema[:properties][name] = property
+              property = build_property_from_type(type)
+              schema[:properties][name.to_sym] = property
+            end
           end
-        end
 
-        if model_class.respond_to?(:validators)
-          add_validations_to_schema(model_class, schema, options)
+          if model_class.respond_to?(:validators)
+            add_validations_to_schema(model_class, schema, options)
+          end
         end
-      end
 
+        # Builds a JSON Schema property definition from an ActiveRecord column.
+        #
+        # Maps database column types to JSON Schema types and includes metadata
+        # like length constraints, formats, and default values.
+        #
+        # @param column [ActiveRecord::ConnectionAdapters::Column] The database column
+        #
+        # @return [Hash] JSON Schema property definition
         def build_property_from_column(column)
-        property = {
-          type: map_sql_type_to_json_type(column.type),
-          description: "#{column.name.humanize} field"
-        }
+          property = {
+            type: map_sql_type_to_json_type(column.type),
+            description: "#{column.name.humanize} field"
+          }
 
-        case column.type
-        when :string, :text
-          if column.limit
-            property[:maxLength] = column.limit
+          case column.type
+          when :string, :text
+            if column.limit
+              property[:maxLength] = column.limit
+            end
+          when :integer, :bigint
+            property[:type] = "integer"
+          when :decimal, :float
+            property[:type] = "number"
+          when :boolean
+            property[:type] = "boolean"
+          when :date, :datetime, :timestamp
+            property[:type] = "string"
+            property[:format] = (column.type == :date) ? "date" : "date-time"
+          when :json, :jsonb
+            property[:type] = "object"
+          else
+            property[:type] = "string"
           end
-        when :integer, :bigint
-          property[:type] = "integer"
-        when :decimal, :float
-          property[:type] = "number"
-        when :boolean
-          property[:type] = "boolean"
-        when :date, :datetime, :timestamp
-          property[:type] = "string"
-          property[:format] = (column.type == :date) ? "date" : "date-time"
-        when :json, :jsonb
-          property[:type] = "object"
-        else
-          property[:type] = "string"
-        end
 
-        if column.default
-          property[:default] = column.default
-        end
+          if column.default
+            property[:default] = column.default
+          end
 
-        property
-      end
+          property
+        end
 
+        # Builds a JSON Schema property definition from an ActiveModel type.
+        #
+        # @param type [ActiveModel::Type::Value] The ActiveModel type
+        #
+        # @return [Hash] JSON Schema property definition
         def build_property_from_type(type)
-        property = { type: "string" }
-
-        case type
-        when ActiveModel::Type::String
-          property[:type] = "string"
-        when ActiveModel::Type::Integer
-          property[:type] = "integer"
-        when ActiveModel::Type::Float, ActiveModel::Type::Decimal
-          property[:type] = "number"
-        when ActiveModel::Type::Boolean
-          property[:type] = "boolean"
-        when ActiveModel::Type::Date
-          property[:type] = "string"
-          property[:format] = "date"
-        when ActiveModel::Type::DateTime, ActiveModel::Type::Time
-          property[:type] = "string"
-          property[:format] = "date-time"
-        else
-          property[:type] = "string"
-        end
+          property = { type: "string" }
+
+          case type
+          when ActiveModel::Type::String
+            property[:type] = "string"
+          when ActiveModel::Type::Integer
+            property[:type] = "integer"
+          when ActiveModel::Type::Float, ActiveModel::Type::Decimal
+            property[:type] = "number"
+          when ActiveModel::Type::Boolean
+            property[:type] = "boolean"
+          when ActiveModel::Type::Date
+            property[:type] = "string"
+            property[:format] = "date"
+          when ActiveModel::Type::DateTime, ActiveModel::Type::Time
+            property[:type] = "string"
+            property[:format] = "date-time"
+          else
+            property[:type] = "string"
+          end
 
-        property
-      end
+          property
+        end
 
+        # Maps SQL column types to JSON Schema types.
+        #
+        # @param sql_type [Symbol] The SQL column type
+        #
+        # @return [String] The corresponding JSON Schema type
         def map_sql_type_to_json_type(sql_type)
-        case sql_type
-        when :string, :text
-          "string"
-        when :integer, :bigint
-          "integer"
-        when :decimal, :float
-          "number"
-        when :boolean
-          "boolean"
-        when :json, :jsonb
-          "object"
-        when :array
-          "array"
-        else
-          "string"
+          case sql_type
+          when :string, :text
+            "string"
+          when :integer, :bigint
+            "integer"
+          when :decimal, :float
+            "number"
+          when :boolean
+            "boolean"
+          when :json, :jsonb
+            "object"
+          when :array
+            "array"
+          else
+            "string"
+          end
         end
-      end
 
+        # Adds association definitions to the schema.
+        #
+        # Supports has_many, has_one, belongs_to, and has_and_belongs_to_many
+        # associations. Can optionally include nested schemas for associated models.
+        #
+        # @param model_class [Class] The ActiveRecord model class
+        # @param schema [Hash] The schema hash to populate
+        # @param options [Hash] Schema generation options
+        #
+        # @return [void]
         def add_associations_to_schema(model_class, schema, options)
-        return unless options[:include_associations]
-
-        schema[:$defs] ||= {}
-
-        model_class.reflect_on_all_associations.each do |association|
-          next if options[:exclude_associations]&.include?(association.name)
-
-          case association.macro
-          when :has_many, :has_and_belongs_to_many
-            schema[:properties][association.name.to_s] = {
-              type: "array",
-              items: { "$ref": "#/$defs/#{association.name.to_s.singularize}" }
-            }
-            if options[:nested_associations]
-              nested_schema = json_schema_from_model(
-                association.klass,
-                options.merge(include_associations: false)
-              )
-              schema[:$defs][association.name.to_s.singularize] = nested_schema
-            end
-          when :has_one, :belongs_to
-            schema[:properties][association.name.to_s] = {
-              "$ref": "#/$defs/#{association.name}"
-            }
-            if options[:nested_associations]
-              nested_schema = json_schema_from_model(
-                association.klass,
-                options.merge(include_associations: false)
-              )
-              schema[:$defs][association.name.to_s] = nested_schema
+          return unless options[:include_associations]
+
+          schema[:$defs] ||= {}
+
+          model_class.reflect_on_all_associations.each do |association|
+            next if options[:exclude_associations]&.include?(association.name)
+
+            case association.macro
+            when :has_many, :has_and_belongs_to_many
+              schema[:properties][association.name.to_sym] = {
+                type: "array",
+                items: { "$ref": "#/$defs/#{association.name.to_s.singularize}" }
+              }
+              if options[:nested_associations]
+                nested_schema = json_schema_from_model(
+                  association.klass,
+                  options.merge(include_associations: false)
+                )
+                schema[:$defs][association.name.to_s.singularize.to_sym] = nested_schema
+              end
+            when :has_one, :belongs_to
+              schema[:properties][association.name.to_sym] = {
+                "$ref": "#/$defs/#{association.name}"
+              }
+              if options[:nested_associations]
+                nested_schema = json_schema_from_model(
+                  association.klass,
+                  options.merge(include_associations: false)
+                )
+                schema[:$defs][association.name.to_sym] = nested_schema
+              end
             end
           end
         end
-      end
 
+        # Adds validation constraints to the schema.
+        #
+        # Translates ActiveModel validations (presence, length, numericality,
+        # inclusion, format) into corresponding JSON Schema constraints.
+        #
+        # @param model_class [Class] The model class
+        # @param schema [Hash] The schema hash to populate
+        # @param options [Hash] Schema generation options (unused but kept for consistency)
+        #
+        # @return [void]
         def add_validations_to_schema(model_class, schema, options)
-        model_class.validators.each do |validator|
-          validator.attributes.each do |attribute|
-            next unless schema[:properties][attribute.to_s]
-
-            case validator
-            when ActiveModel::Validations::PresenceValidator
-              schema[:required] << attribute.to_s unless schema[:required].include?(attribute.to_s)
-            when ActiveModel::Validations::LengthValidator
-              if validator.options[:minimum]
-                schema[:properties][attribute.to_s][:minLength] = validator.options[:minimum]
-              end
-              if validator.options[:maximum]
-                schema[:properties][attribute.to_s][:maxLength] = validator.options[:maximum]
-              end
-            when ActiveModel::Validations::NumericalityValidator
-              if validator.options[:greater_than]
-                schema[:properties][attribute.to_s][:exclusiveMinimum] = validator.options[:greater_than]
-              end
-              if validator.options[:less_than]
-                schema[:properties][attribute.to_s][:exclusiveMaximum] = validator.options[:less_than]
-              end
-              if validator.options[:greater_than_or_equal_to]
-                schema[:properties][attribute.to_s][:minimum] = validator.options[:greater_than_or_equal_to]
-              end
-              if validator.options[:less_than_or_equal_to]
-                schema[:properties][attribute.to_s][:maximum] = validator.options[:less_than_or_equal_to]
-              end
-            when ActiveModel::Validations::InclusionValidator
-              if validator.options[:in]
-                schema[:properties][attribute.to_s][:enum] = validator.options[:in]
-              end
-            when ActiveModel::Validations::FormatValidator
-              if validator.options[:with] == URI::MailTo::EMAIL_REGEXP
-                schema[:properties][attribute.to_s][:format] = "email"
-              elsif validator.options[:with]
-                schema[:properties][attribute.to_s][:pattern] = validator.options[:with].source
+          model_class.validators.each do |validator|
+            validator.attributes.each do |attribute|
+              next unless schema[:properties][attribute.to_sym]
+
+              case validator
+              when ActiveModel::Validations::PresenceValidator
+                schema[:required] << attribute.to_sym unless schema[:required].include?(attribute.to_sym)
+              when ActiveModel::Validations::LengthValidator
+                if validator.options[:minimum]
+                  schema[:properties][attribute.to_sym][:minLength] = validator.options[:minimum]
+                end
+                if validator.options[:maximum]
+                  schema[:properties][attribute.to_sym][:maxLength] = validator.options[:maximum]
+                end
+              when ActiveModel::Validations::NumericalityValidator
+                if validator.options[:greater_than]
+                  schema[:properties][attribute.to_sym][:exclusiveMinimum] = validator.options[:greater_than]
+                end
+                if validator.options[:less_than]
+                  schema[:properties][attribute.to_sym][:exclusiveMaximum] = validator.options[:less_than]
+                end
+                if validator.options[:greater_than_or_equal_to]
+                  schema[:properties][attribute.to_sym][:minimum] = validator.options[:greater_than_or_equal_to]
+                end
+                if validator.options[:less_than_or_equal_to]
+                  schema[:properties][attribute.to_sym][:maximum] = validator.options[:less_than_or_equal_to]
+                end
+              when ActiveModel::Validations::InclusionValidator
+                if validator.options[:in]
+                  schema[:properties][attribute.to_sym][:enum] = validator.options[:in]
+                end
+              when ActiveModel::Validations::FormatValidator
+                if validator.options[:with] == URI::MailTo::EMAIL_REGEXP
+                  schema[:properties][attribute.to_sym][:format] = "email"
+                elsif validator.options[:with]
+                  schema[:properties][attribute.to_sym][:pattern] = validator.options[:with].source
+                end
               end
             end
           end
         end
       end
-      end
     end
 
+    # Generates a JSON string representation of a model's schema.
+    #
+    # This is an instance method that can be used to generate schema views
+    # for individual model instances, though it operates on the class level.
+    #
+    # @param model_class [Class] The model class to generate a schema for
+    # @param options [Hash] Schema generation options (see {ActiveRecordClassMethods#to_json_schema})
+    #
+    # @return [String] JSON string representation of the schema
+    #
+    # @deprecated This method may be removed in future versions. Use the class method `to_json_schema` instead.
     def generate_schema_view(model_class, options = {})
       schema = ActiveAgent::SchemaGenerator::Builder.json_schema_from_model(model_class, options)
       schema.to_json
diff --git a/lib/active_agent/streaming.rb b/lib/active_agent/streaming.rb
deleted file mode 100644
index b3803e95..00000000
--- a/lib/active_agent/streaming.rb
+++ /dev/null
@@ -1,34 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module Streaming
-    extend ActiveSupport::Concern
-
-    class StreamChunk < Data.define(:delta, :stop)
-    end
-
-    attr_accessor :stream_chunk
-
-    included do
-      include ActiveSupport::Callbacks
-      define_callbacks :stream, skip_after_callbacks_if_terminated: true
-    end
-
-    module ClassMethods
-      # Defines a callback for handling streaming responses during generation
-      def on_stream(*names, &blk)
-        _insert_callbacks(names, blk) do |name, options|
-          set_callback(:stream, :before, name, options)
-        end
-      end
-    end
-
-    # Helper method to run stream callbacks
-    def run_stream_callbacks(message, delta = nil, stop = false)
-      @stream_chunk = StreamChunk.new(delta, stop)
-      run_callbacks(:stream) do
-        yield(message, delta, stop) if block_given?
-      end
-    end
-  end
-end
diff --git a/lib/active_agent/test_case.rb b/lib/active_agent/test_case.rb
deleted file mode 100644
index 121f188c..00000000
--- a/lib/active_agent/test_case.rb
+++ /dev/null
@@ -1,125 +0,0 @@
-# # frozen_string_literal: true
-
-# require_relative "test_helper"
-# require "active_support/test_case"
-# require "rails-dom-testing"
-
-# module ActiveAgent
-#   class NonInferrableAgentError < ::StandardError
-#     def initialize(name)
-#       super("Unable to determine the agent to test from #{name}. " \
-#         "You'll need to specify it using tests YourAgent in your " \
-#         "test case definition")
-#     end
-#   end
-
-#   class TestCase < ActiveSupport::TestCase
-#     module ClearTestDeliveries
-#       extend ActiveSupport::Concern
-
-#       included do
-#         setup :clear_test_generations
-#         teardown :clear_test_generations
-#       end
-
-#       private
-
-#       def clear_test_generations
-#         if ActiveAgent::Base.generation_method == :test
-#           ActiveAgent::Base.generations.clear
-#         end
-#       end
-#     end
-
-#     module Behavior
-#       extend ActiveSupport::Concern
-
-#       include ActiveSupport::Testing::ConstantLookup
-#       include TestHelper
-#       include Rails::Dom::Testing::Assertions::SelectorAssertions
-#       include Rails::Dom::Testing::Assertions::DomAssertions
-
-#       included do
-#         class_attribute :_agent_class
-#         setup :initialize_test_generations
-#         setup :set_expected_prompt
-#         teardown :restore_test_generations
-#         ActiveSupport.run_load_hooks(:active_agent_test_case, self)
-#       end
-
-#       module ClassMethods
-#         def tests(agent)
-#           case agent
-#           when String, Symbol
-#             self._agent_class = agent.to_s.camelize.constantize
-#           when Module
-#             self._agent_class = agent
-#           else
-#             raise NonInferrableAgentError.new(agent)
-#           end
-#         end
-
-#         def agent_class
-#           if agent = _agent_class
-#             agent
-#           else
-#             tests determine_default_agent(name)
-#           end
-#         end
-
-#         def determine_default_agent(name)
-#           agent = determine_constant_from_test_name(name) do |constant|
-#             Class === constant && constant < ActiveAgent::Base
-#           end
-#           raise NonInferrableAgentError.new(name) if agent.nil?
-#           agent
-#         end
-#       end
-
-#       # Reads the fixture file for the given agent.
-#       #
-#       # This is useful when testing agents by being able to write the body of
-#       # an promt inside a fixture. See the testing guide for a concrete example:
-#       # https://guides.rubyonrails.org/testing.html#revenge-of-the-fixtures
-#       def read_fixture(action)
-#         IO.readlines(File.join(Rails.root, "test", "fixtures", self.class.agent_class.name.underscore, action))
-#       end
-
-#       private
-
-#       def initialize_test_generations
-#         set_generation_method :test
-#         @old_perform_generations = ActiveAgent::Base.perform_generations
-#         ActiveAgent::Base.perform_generations = true
-#         ActiveAgent::Base.generations.clear
-#       end
-
-#       def restore_test_generations
-#         restore_generation_method
-#         ActiveAgent::Base.perform_generations = @old_perform_generations
-#       end
-
-#       def set_generation_method(method)
-#         @old_generation_method = ActiveAgent::Base.generation_method
-#         ActiveAgent::Base.generation_method = method
-#       end
-
-#       def restore_generation_method
-#         ActiveAgent::Base.generations.clear
-#         ActiveAgent::Base.generation_method = @old_generation_method
-#       end
-
-#       def set_expected_prompt
-#         @expected = ActiveAgent::ActionPrompt::Prompt.new
-#         @expected.content_type ["text", "plain", {"charset" => charset}]
-#         @expected.mime_version = "1.0"
-#       end
-
-#       def charset
-#         "UTF-8"
-#       end
-#     end
-
-#     include Behavior
-#   end
-# end
diff --git a/lib/generators/USAGE b/lib/generators/USAGE
deleted file mode 100644
index 5845c318..00000000
--- a/lib/generators/USAGE
+++ /dev/null
@@ -1,47 +0,0 @@
-Description:
-    Sets up ActiveAgent in your Rails application by creating the necessary
-    configuration files and application agent class.
-
-    This generator creates:
-    - Configuration file (config/active_agent.yml) unless --skip-config is used
-    - Application agent base class (app/agents/application_agent.rb)
-    - Layout templates for agent views (via template engine hooks)
-
-Options:
-    --skip-config         Skip the creation of config/active_agent.yml
-    --formats=FORMAT      Specify formats to generate layouts for (default: text)
-                          Can be one or more of: text, html, json
-                          Example: --formats=text html json
-
-Examples:
-    `bin/rails generate active_agent:install`
-
-    creates the basic ActiveAgent setup with default text format:
-        Config:     config/active_agent.yml
-        Base Agent: app/agents/application_agent.rb
-        Layout:     app/views/layouts/agent.text.erb
-
-    `bin/rails generate active_agent:install --formats=text html json`
-
-    creates ActiveAgent setup with all format layouts:
-        Config:     config/active_agent.yml
-        Base Agent: app/agents/application_agent.rb
-        Layouts:    app/views/layouts/agent.text.erb
-                    app/views/layouts/agent.html.erb
-                    app/views/layouts/agent.json.erb
-
-    `bin/rails generate active_agent:install --skip-config`
-
-    creates ActiveAgent setup without configuration file:
-        Base Agent: app/agents/application_agent.rb
-        Layout:     app/views/layouts/agent.text.erb
-
-    `bin/rails generate active_agent:install --skip-config --formats=html json`
-
-    creates ActiveAgent setup without config file but with HTML and JSON layouts:
-        Base Agent: app/agents/application_agent.rb
-        Layouts:    app/views/layouts/agent.html.erb
-                    app/views/layouts/agent.json.erb
-
-    After running this generator, you can create individual agents with:
-    `bin/rails generate active_agent:agent AGENT_NAME ACTION_NAME`
diff --git a/lib/generators/active_agent/USAGE b/lib/generators/active_agent/USAGE
deleted file mode 100644
index b5e617c1..00000000
--- a/lib/generators/active_agent/USAGE
+++ /dev/null
@@ -1,56 +0,0 @@
-Description:
-    Generates a new agent and its views. Passes the agent name, either
-    CamelCased or under_scored, and an optional list of actions as arguments.
-
-    This generates an agent class in app/agents and invokes your template
-    engine and test framework generators. If no ApplicationAgent exists,
-    it will be created automatically.
-
-    By default, only text format views are created. You can specify which
-    formats to generate using the --formats option:
-    - text (.text.erb) - for plain text responses (default)
-    - html (.html.erb) - for rich text responses
-    - json (.json.erb) - for structured function calling responses
-
-Options:
-    --formats=FORMAT      Specify formats to generate views for (default: text)
-                          Can be one or more of: text, html, json
-                          Example: --formats=text html json
-
-Examples:
-    `bin/rails generate active_agent:agent inventory search`
-
-    creates an inventory agent class with text format view and test:
-        Agent:      app/agents/inventory_agent.rb
-        View:       app/views/inventory_agent/search.text.erb
-        Test:       test/agents/inventory_agent_test.rb
-
-    `bin/rails generate active_agent:agent inventory search --formats=html json`
-
-    creates an inventory agent with html and json views:
-        Agent:      app/agents/inventory_agent.rb
-        Views:      app/views/inventory_agent/search.html.erb
-                    app/views/inventory_agent/search.json.erb
-        Test:       test/agents/inventory_agent_test.rb
-
-    `bin/rails generate active_agent:agent inventory search update report --formats=text html json`
-
-    creates an inventory agent with search, update, and report actions in all formats:
-        Agent:      app/agents/inventory_agent.rb
-        Views:      app/views/inventory_agent/search.text.erb
-                    app/views/inventory_agent/search.html.erb
-                    app/views/inventory_agent/search.json.erb
-                    app/views/inventory_agent/update.text.erb
-                    app/views/inventory_agent/update.html.erb
-                    app/views/inventory_agent/update.json.erb
-                    app/views/inventory_agent/report.text.erb
-                    app/views/inventory_agent/report.html.erb
-                    app/views/inventory_agent/report.json.erb
-        Test:       test/agents/inventory_agent_test.rb
-
-    `bin/rails generate active_agent:agent admin/user create --formats=json`
-
-    creates a namespaced admin/user agent with only JSON view for API responses:
-        Agent:      app/agents/admin/user_agent.rb
-        View:       app/views/admin/user_agent/create.json.erb
-        Test:       test/agents/admin/user_agent_test.rb
\ No newline at end of file
diff --git a/lib/generators/active_agent/agent/USAGE b/lib/generators/active_agent/agent/USAGE
new file mode 100644
index 00000000..668c73b2
--- /dev/null
+++ b/lib/generators/active_agent/agent/USAGE
@@ -0,0 +1,78 @@
+Description:
+    Generates a new agent and its views. Passes the agent name, either
+    CamelCased or under_scored, and an optional list of actions as arguments.
+
+    This generates an agent class in app/agents and invokes your template
+    engine and test framework generators. If no ApplicationAgent exists,
+    it will be created automatically.
+
+    By default, markdown format templates are created. You can specify text
+    format using the --format option. Optionally generate JSON schema files
+    for actions using the --json-schema flag, or use --json-object for
+    JSON object response format without schemas.
+
+Options:
+    --format=FORMAT       Specify format for templates (default: markdown)
+                          Can be: text, markdown
+                          Example: --format=text
+
+    --json-schema         Generate JSON schema files for each action
+                          Creates action_name.schema.json files
+                          Sets response_format: :json_schema in agent methods
+
+    --json-object         Generate agent methods with JSON object response format
+                          Sets response_format: :json_object in agent methods
+                          Does not create schema files
+
+Examples:
+    `bin/rails generate active_agent:agent inventory search`
+
+    creates an inventory agent with markdown templates:
+        Agent:        app/agents/inventory_agent.rb
+        Instructions: app/views/inventory_agent/instructions.md.erb
+        View:         app/views/inventory_agent/search.md.erb
+        Test:         test/docs/inventory_agent_test.rb
+
+    `bin/rails generate active_agent:agent inventory search --format=text`
+
+    creates an inventory agent with text templates:
+        Agent:        app/agents/inventory_agent.rb
+        Instructions: app/views/inventory_agent/instructions.text.erb
+        View:         app/views/inventory_agent/search.text.erb
+        Test:         test/docs/inventory_agent_test.rb
+
+    `bin/rails generate active_agent:agent inventory search --json-schema`
+
+    creates an inventory agent with markdown templates and JSON schema:
+        Agent:        app/agents/inventory_agent.rb
+        Instructions: app/views/inventory_agent/instructions.md.erb
+        View:         app/views/inventory_agent/search.md.erb
+        Schema:       app/views/inventory_agent/search.schema.json
+        Test:         test/docs/inventory_agent_test.rb
+
+    `bin/rails generate active_agent:agent inventory search --json-object`
+
+    creates an inventory agent with JSON object response format:
+        Agent:        app/agents/inventory_agent.rb
+        Instructions: app/views/inventory_agent/instructions.md.erb
+        View:         app/views/inventory_agent/search.md.erb
+        Test:         test/docs/inventory_agent_test.rb
+
+    `bin/rails generate active_agent:agent inventory search update report`
+
+    creates an inventory agent with multiple actions:
+        Agent:        app/agents/inventory_agent.rb
+        Instructions: app/views/inventory_agent/instructions.md.erb
+        Views:        app/views/inventory_agent/search.md.erb
+                      app/views/inventory_agent/update.md.erb
+                      app/views/inventory_agent/report.md.erb
+        Test:         test/docs/inventory_agent_test.rb
+
+    `bin/rails generate active_agent:agent admin/user create --json-schema`
+
+    creates a namespaced admin/user agent with schema:
+        Agent:        app/agents/admin/user_agent.rb
+        Instructions: app/views/admin/user_agent/instructions.md.erb
+        View:         app/views/admin/user_agent/create.md.erb
+        Schema:       app/views/admin/user_agent/create.schema.json
+        Test:         test/docs/admin/user_agent_test.rb
diff --git a/lib/generators/active_agent/agent/agent_generator.rb b/lib/generators/active_agent/agent/agent_generator.rb
new file mode 100644
index 00000000..92a7ae09
--- /dev/null
+++ b/lib/generators/active_agent/agent/agent_generator.rb
@@ -0,0 +1,61 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Generators
+    class AgentGenerator < ::Rails::Generators::NamedBase
+      source_root File.expand_path("../templates", __dir__)
+      argument :actions, type: :array, default: [], banner: "method method"
+      class_option :format, type: :string, default: "markdown", desc: "Specify format for templates (text or markdown)"
+      class_option :json_schema, type: :boolean, default: false, desc: "Generate JSON schema files for actions"
+      class_option :json_object, type: :boolean, default: false, desc: "Generate actions with JSON object response format"
+
+      check_class_collision suffix: "Agent"
+
+      def initialize(*args, **kwargs)
+        super(*args, **kwargs)
+
+        # We must duplicate due to immutable hash
+        dup_options = options.dup
+        @options = dup_options.merge(template_engine: :erb)
+      end
+
+      def create_agent_file
+        template "agent.rb", File.join("app/agents", class_path, "#{file_name}_agent.rb")
+
+        in_root do
+          if behavior == :invoke && !File.exist?(application_agent_file_name)
+            template "application_agent.rb", application_agent_file_name
+          end
+        end
+      end
+
+      hook_for :template_engine, :test_framework
+
+      private
+
+      def format
+        options[:format].to_sym
+      end
+
+      def json_schema?
+        options[:json_schema]
+      end
+
+      def json_object?
+        options[:json_object]
+      end
+
+      def file_name # :doc:
+        @_file_name ||= super.sub(/_agent\z/i, "")
+      end
+
+      def application_agent_file_name
+        @_application_agent_file_name ||= if mountable_engine?
+          "app/agents/#{namespaced_path}/application_agent.rb"
+        else
+          "app/agents/application_agent.rb"
+        end
+      end
+    end
+  end
+end
diff --git a/lib/generators/active_agent/agent_generator.rb b/lib/generators/active_agent/agent_generator.rb
deleted file mode 100644
index 583f1f8b..00000000
--- a/lib/generators/active_agent/agent_generator.rb
+++ /dev/null
@@ -1,51 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module Generators
-    class AgentGenerator < ::Rails::Generators::NamedBase
-      source_root File.expand_path("templates", __dir__)
-      argument :actions, type: :array, default: [], banner: "method method"
-      class_option :formats, type: :array, default: [ "text" ], desc: "Specify formats to generate (text, html, json)"
-
-      check_class_collision suffix: "Agent"
-
-      def initialize(*args, **kwargs)
-        super(*args, **kwargs)
-
-        # We must duplicate due to immutable hash
-        dup_options = options.dup
-        @options = dup_options.merge(template_engine: :erb)
-      end
-
-      def create_agent_file
-        template "agent.rb", File.join("app/agents", class_path, "#{file_name}_agent.rb")
-
-        in_root do
-          if behavior == :invoke && !File.exist?(application_agent_file_name)
-            template "application_agent.rb", application_agent_file_name
-          end
-        end
-      end
-
-      hook_for :template_engine, :test_framework
-
-      private
-
-      def formats
-        options[:formats].map(&:to_sym)
-      end
-
-      def file_name # :doc:
-        @_file_name ||= super.sub(/_agent\z/i, "")
-      end
-
-      def application_agent_file_name
-        @_application_agent_file_name ||= if mountable_engine?
-          "app/agents/#{namespaced_path}/application_agent.rb"
-        else
-          "app/agents/application_agent.rb"
-        end
-      end
-    end
-  end
-end
diff --git a/lib/generators/active_agent/install/USAGE b/lib/generators/active_agent/install/USAGE
new file mode 100644
index 00000000..f302c36d
--- /dev/null
+++ b/lib/generators/active_agent/install/USAGE
@@ -0,0 +1,25 @@
+Description:
+    Sets up ActiveAgent in your Rails application by creating the necessary
+    configuration files and application agent class.
+
+    This generator creates:
+    - Configuration file (config/active_agent.yml) unless --skip-config is used
+    - Application agent base class (app/agents/application_agent.rb)
+
+Options:
+    --skip-config         Skip the creation of config/active_agent.yml
+
+Examples:
+    `bin/rails generate active_agent:install`
+
+    creates the basic ActiveAgent setup:
+        Config:     config/active_agent.yml
+        Base Agent: app/agents/application_agent.rb
+
+    `bin/rails generate active_agent:install --skip-config`
+
+    creates ActiveAgent setup without configuration file:
+        Base Agent: app/agents/application_agent.rb
+
+    After running this generator, you can create individual agents with:
+    `bin/rails generate active_agent:agent AGENT_NAME ACTION_NAME`
diff --git a/lib/generators/active_agent/install/install_generator.rb b/lib/generators/active_agent/install/install_generator.rb
new file mode 100644
index 00000000..6d3a1638
--- /dev/null
+++ b/lib/generators/active_agent/install/install_generator.rb
@@ -0,0 +1,29 @@
+# frozen_string_literal: true
+
+module ActiveAgent
+  module Generators
+    class InstallGenerator < ::Rails::Generators::Base
+      class_option :skip_config, type: :boolean, default: false, desc: "Skip configuration file generation"
+
+      source_root File.expand_path("../templates", __dir__)
+
+      def create_configuration
+        template "active_agent.yml", "config/active_agent.yml" unless options[:skip_config]
+      end
+
+      def create_application_agent
+        in_root do
+          if !File.exist?(application_agent_file_name)
+            template "application_agent.rb", application_agent_file_name
+          end
+        end
+      end
+
+      private
+
+      def application_agent_file_name
+        "app/agents/application_agent.rb"
+      end
+    end
+  end
+end
diff --git a/lib/generators/active_agent/install_generator.rb b/lib/generators/active_agent/install_generator.rb
deleted file mode 100644
index c97527bf..00000000
--- a/lib/generators/active_agent/install_generator.rb
+++ /dev/null
@@ -1,47 +0,0 @@
-# frozen_string_literal: true
-
-module ActiveAgent
-  module Generators
-    class InstallGenerator < ::Rails::Generators::Base
-      class_option :skip_config, type: :boolean, default: false, desc: "Skip configuration file generation"
-      class_option :formats, type: :array, default: [ "text" ], desc: "Specify formats to generate (text, html, json)"
-
-      def initialize(*args, **kwargs)
-        super(*args, **kwargs)
-
-        # We must duplicate due to immutable hash
-        dup_options = options.dup
-        @options = dup_options.merge(template_engine: :erb)
-      end
-
-      def self.usage_path
-        @usage_path ||= File.expand_path("../USAGE", __dir__)
-      end
-      source_root File.expand_path("templates", __dir__)
-
-      def create_configuration
-        template "active_agent.yml", "config/active_agent.yml" unless options[:skip_config]
-      end
-
-      def create_application_agent
-        in_root do
-          if !File.exist?(application_agent_file_name)
-            template "application_agent.rb", application_agent_file_name
-          end
-        end
-      end
-
-      hook_for :template_engine
-
-      private
-
-      def formats
-        options[:formats].map(&:to_sym)
-      end
-
-      def application_agent_file_name
-        "app/agents/application_agent.rb"
-      end
-    end
-  end
-end
diff --git a/lib/generators/active_agent/templates/agent.rb.tt b/lib/generators/active_agent/templates/agent.rb.tt
index 7fd5de63..6994e51b 100644
--- a/lib/generators/active_agent/templates/agent.rb.tt
+++ b/lib/generators/active_agent/templates/agent.rb.tt
@@ -5,9 +5,13 @@ class <%= class_name %>Agent < ApplicationAgent
 
 <% end -%>
   def <%= action %>
-    @message = "Cats go.."
-
-    prompt message: @message
+<% if json_schema? -%>
+    prompt(params[:message], response_format: :json_schema)
+<% elsif json_object? -%>
+    prompt(params[:message], response_format: :json_object)
+<% else -%>
+    prompt(params[:message])
+<% end -%>
   end
 <% end -%>
 end
diff --git a/lib/generators/active_agent/templates/application_agent.rb.tt b/lib/generators/active_agent/templates/application_agent.rb.tt
index 4091927a..8e5bac49 100644
--- a/lib/generators/active_agent/templates/application_agent.rb.tt
+++ b/lib/generators/active_agent/templates/application_agent.rb.tt
@@ -1,7 +1,5 @@
 <% module_namespacing do -%>
 class ApplicationAgent < ActiveAgent::Base
-  layout "agent"
-
   generate_with :openai, model: "gpt-4o-mini", instructions: "You are a helpful assistant."
 end
 <% end %>
diff --git a/lib/generators/erb/agent_generator.rb b/lib/generators/erb/agent_generator.rb
index 6a2f8085..658926e6 100644
--- a/lib/generators/erb/agent_generator.rb
+++ b/lib/generators/erb/agent_generator.rb
@@ -7,7 +7,9 @@ module Generators # :nodoc:
     class AgentGenerator < Base # :nodoc:
       source_root File.expand_path("templates", __dir__)
       argument :actions, type: :array, default: [], banner: "method method"
-      class_option :formats, type: :array, default: [ "text" ], desc: "Specify formats to generate (text, html, json)"
+      class_option :format, type: :string, default: "markdown", desc: "Specify format for templates (text or markdown)"
+      class_option :json_schema, type: :boolean, default: false, desc: "Generate JSON schema files for actions"
+      class_option :json_object, type: :boolean, default: false, desc: "Generate actions with JSON object response format"
 
       def initialize(*args, **kwargs)
         super(*args, **kwargs)
@@ -18,32 +20,44 @@ def initialize(*args, **kwargs)
       end
 
       def copy_view_files
-        view_base_path = File.join("app/views", class_path, file_name + "_agent")
+        view_base_path = File.join("app/views/agents", class_path, file_name)
         empty_directory view_base_path
 
-        if behavior == :invoke
-          formats.each do |format|
-            layout_path = File.join("app/views/layouts", class_path, filename_with_extensions("agent", format))
-            template filename_with_extensions(:layout, format), layout_path unless File.exist?(layout_path)
-          end
-        end
-
-        instructions_path = File.join(view_base_path, "instructions.text.erb")
-        template "instructions.text.erb.tt", instructions_path
+        # Create instructions file with the specified format
+        file_extension = format == "markdown" ? "md" : format
+        instructions_file = "instructions.#{file_extension}.erb"
+        instructions_path = File.join(view_base_path, instructions_file)
+        template "instructions.#{file_extension}.erb.tt", instructions_path
 
+        # Create action view files
         actions.each do |action|
           @action = action
 
-          formats.each do |format|
-            @path = File.join(view_base_path, filename_with_extensions(action, format))
-            template filename_with_extensions(:view, format), @path
+          # Create message file in specified format
+          action_file = "#{action}.#{file_extension}.erb"
+          action_path = File.join(view_base_path, action_file)
+          template "message.#{file_extension}.erb.tt", action_path
+
+          # Create schema file if requested
+          if json_schema?
+            schema_file = "#{action}.schema.json"
+            schema_path = File.join(view_base_path, schema_file)
+            template "schema.json.tt", schema_path
           end
         end
       end
 
       private
-      def formats
-        options[:formats].map(&:to_sym)
+      def format
+        options[:format]
+      end
+
+      def json_schema?
+        options[:json_schema]
+      end
+
+      def json_object?
+        options[:json_object]
       end
 
       def file_name
diff --git a/lib/generators/erb/install_generator.rb b/lib/generators/erb/install_generator.rb
deleted file mode 100644
index 6c1d44f5..00000000
--- a/lib/generators/erb/install_generator.rb
+++ /dev/null
@@ -1,44 +0,0 @@
-# frozen_string_literal: true
-
-module Erb # :nodoc:
-  module Generators # :nodoc:
-    class InstallGenerator < ::Rails::Generators::Base # :nodoc:
-      source_root File.expand_path("templates", __dir__)
-      class_option :formats, type: :array, default: [ "text" ], desc: "Specify formats to generate (text, html, json)"
-
-      def initialize(*args, **kwargs)
-        super(*args, **kwargs)
-
-        # We must duplicate due to immutable hash
-        dup_options = options.dup
-        @options = dup_options.merge(template_engine: :erb)
-      end
-
-      def create_agent_layouts
-        if behavior == :invoke
-          formats.each do |format|
-            layout_path = File.join("app/views/layouts", filename_with_extensions("agent", format))
-            template filename_with_extensions(:layout, format), layout_path unless File.exist?(layout_path)
-          end
-        end
-      end
-
-      private
-      def formats
-        options[:formats].map(&:to_sym)
-      end
-
-      def file_name
-        @_file_name ||= super.sub(/_agent\z/i, "")
-      end
-
-      def filename_with_extensions(name, file_format = format)
-        [ name, file_format, handler ].compact.join(".")
-      end
-
-      def handler
-        :erb
-      end
-    end
-  end
-end
diff --git a/lib/generators/erb/templates/instructions.md.erb.tt b/lib/generators/erb/templates/instructions.md.erb.tt
new file mode 100644
index 00000000..71e180aa
--- /dev/null
+++ b/lib/generators/erb/templates/instructions.md.erb.tt
@@ -0,0 +1,3 @@
+# Instructions
+
+Add your agent instructions here in markdown format.
diff --git a/lib/generators/erb/templates/layout.html.erb.tt b/lib/generators/erb/templates/layout.html.erb.tt
deleted file mode 100644
index 6363733e..00000000
--- a/lib/generators/erb/templates/layout.html.erb.tt
+++ /dev/null
@@ -1 +0,0 @@
-<%%= yield %>
diff --git a/lib/generators/erb/templates/layout.json.erb.tt b/lib/generators/erb/templates/layout.json.erb.tt
deleted file mode 100644
index 6363733e..00000000
--- a/lib/generators/erb/templates/layout.json.erb.tt
+++ /dev/null
@@ -1 +0,0 @@
-<%%= yield %>
diff --git a/lib/generators/erb/templates/layout.text.erb.tt b/lib/generators/erb/templates/layout.text.erb.tt
deleted file mode 100644
index 6363733e..00000000
--- a/lib/generators/erb/templates/layout.text.erb.tt
+++ /dev/null
@@ -1 +0,0 @@
-<%%= yield %>
diff --git a/lib/generators/erb/templates/message.md.erb.tt b/lib/generators/erb/templates/message.md.erb.tt
new file mode 100644
index 00000000..fdf1dfbd
--- /dev/null
+++ b/lib/generators/erb/templates/message.md.erb.tt
@@ -0,0 +1,5 @@
+# <%= class_name %>#<%= @action %>
+
+Add your message template here. You can use ERB to access instance variables and params.
+
+Example: <%%= @message %>
diff --git a/lib/generators/erb/templates/view.text.erb.tt b/lib/generators/erb/templates/message.text.erb.tt
similarity index 100%
rename from lib/generators/erb/templates/view.text.erb.tt
rename to lib/generators/erb/templates/message.text.erb.tt
diff --git a/lib/generators/erb/templates/schema.json.tt b/lib/generators/erb/templates/schema.json.tt
new file mode 100644
index 00000000..23171584
--- /dev/null
+++ b/lib/generators/erb/templates/schema.json.tt
@@ -0,0 +1,10 @@
+{
+  "type": "object",
+  "properties": {
+    "example_property": {
+      "type": "string",
+      "description": "Add your property description here"
+    }
+  },
+  "required": ["example_property"]
+}
diff --git a/lib/generators/erb/templates/view.html.erb.tt b/lib/generators/erb/templates/view.html.erb.tt
deleted file mode 100644
index 0f2518df..00000000
--- a/lib/generators/erb/templates/view.html.erb.tt
+++ /dev/null
@@ -1,5 +0,0 @@
-<h1><%= class_name %>#<%= @action %></h1>
-
-<p>
-  <%%= @message %>, find me in <%= @path %>
-</p>
diff --git a/lib/generators/erb/templates/view.json.erb.tt b/lib/generators/erb/templates/view.json.erb.tt
deleted file mode 100644
index 559e9456..00000000
--- a/lib/generators/erb/templates/view.json.erb.tt
+++ /dev/null
@@ -1,16 +0,0 @@
-<%%= {
-  type: :function,
-  function: {
-    name: action_name,
-    description: "This action takes no params and gets a random cat image and returns it as a base64 string.",
-    parameters: {
-      type: :object,
-      properties: {
-        param_name: {
-          type: :string,
-          description: "The param_description"
-        }
-      }
-    }
-  }
-}.to_json.html_safe %>
\ No newline at end of file
diff --git a/lib/generators/test_unit/agent_generator.rb b/lib/generators/test_unit/agent_generator.rb
index f33526df..2fbde391 100644
--- a/lib/generators/test_unit/agent_generator.rb
+++ b/lib/generators/test_unit/agent_generator.rb
@@ -17,7 +17,7 @@ def create_test_files
       end
 
       def create_preview_files
-        template "preview.rb", File.join("test/agents/previews", class_path, "#{file_name}_agent_preview.rb")
+        template "preview.rb", File.join("test/docs/previews", class_path, "#{file_name}_agent_preview.rb")
       end
 
       private
diff --git a/lib/generators/test_unit/templates/functional_test.rb.tt b/lib/generators/test_unit/templates/functional_test.rb.tt
index 64523e7c..80900bf8 100644
--- a/lib/generators/test_unit/templates/functional_test.rb.tt
+++ b/lib/generators/test_unit/templates/functional_test.rb.tt
@@ -7,8 +7,10 @@ class <%= class_name %>AgentTest < ActiveAgent::TestCase
 
 <% end -%>
   test "<%= action %>" do
-    agent = <%= class_name %>Agent.<%= action %>
-    assert_equal <%= action.to_s.humanize.inspect %>, agent.prompt_context
+    generation = <%= class_name %>Agent.<%= action %>
+    assert_not_nil generation
+    # Test the generation by calling generate_now if needed
+    # response = generation.generate_now
   end
 <% end -%>
 <% if actions.blank? -%>
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
new file mode 100644
index 00000000..b14c61a6
--- /dev/null
+++ b/pnpm-lock.yaml
@@ -0,0 +1,1812 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      vitepress-plugin-group-icons:
+        specifier: ^1.5.2
+        version: 1.6.4(markdown-it@14.1.0)(vite@5.4.21)
+    devDependencies:
+      vitepress:
+        specifier: ^1.6.3
+        version: 1.6.4(@algolia/client-search@5.40.1)(postcss@8.5.6)(search-insights@2.17.3)
+      vitepress-plugin-tabs:
+        specifier: ^0.7.1
+        version: 0.7.3(vitepress@1.6.4(@algolia/client-search@5.40.1)(postcss@8.5.6)(search-insights@2.17.3))(vue@3.5.22)
+
+packages:
+
+  '@algolia/abtesting@1.6.1':
+    resolution: {integrity: sha512-wV/gNRkzb7sI9vs1OneG129hwe3Q5zPj7zigz3Ps7M5Lpo2hSorrOnXNodHEOV+yXE/ks4Pd+G3CDFIjFTWhMQ==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/autocomplete-core@1.17.7':
+    resolution: {integrity: sha512-BjiPOW6ks90UKl7TwMv7oNQMnzU+t/wk9mgIDi6b1tXpUek7MW0lbNOUHpvam9pe3lVCf4xPFT+lK7s+e+fs7Q==}
+
+  '@algolia/autocomplete-plugin-algolia-insights@1.17.7':
+    resolution: {integrity: sha512-Jca5Ude6yUOuyzjnz57og7Et3aXjbwCSDf/8onLHSQgw1qW3ALl9mrMWaXb5FmPVkV3EtkD2F/+NkT6VHyPu9A==}
+    peerDependencies:
+      search-insights: '>= 1 < 3'
+
+  '@algolia/autocomplete-preset-algolia@1.17.7':
+    resolution: {integrity: sha512-ggOQ950+nwbWROq2MOCIL71RE0DdQZsceqrg32UqnhDz8FlO9rL8ONHNsI2R1MH0tkgVIDKI/D0sMiUchsFdWA==}
+    peerDependencies:
+      '@algolia/client-search': '>= 4.9.1 < 6'
+      algoliasearch: '>= 4.9.1 < 6'
+
+  '@algolia/autocomplete-shared@1.17.7':
+    resolution: {integrity: sha512-o/1Vurr42U/qskRSuhBH+VKxMvkkUVTLU6WZQr+L5lGZZLYWyhdzWjW0iGXY7EkwRTjBqvN2EsR81yCTGV/kmg==}
+    peerDependencies:
+      '@algolia/client-search': '>= 4.9.1 < 6'
+      algoliasearch: '>= 4.9.1 < 6'
+
+  '@algolia/client-abtesting@5.40.1':
+    resolution: {integrity: sha512-cxKNATPY5t+Mv8XAVTI57altkaPH+DZi4uMrnexPxPHODMljhGYY+GDZyHwv9a+8CbZHcY372OkxXrDMZA4Lnw==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-analytics@5.40.1':
+    resolution: {integrity: sha512-XP008aMffJCRGAY8/70t+hyEyvqqV7YKm502VPu0+Ji30oefrTn2al7LXkITz7CK6I4eYXWRhN6NaIUi65F1OA==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-common@5.40.1':
+    resolution: {integrity: sha512-gWfQuQUBtzUboJv/apVGZMoxSaB0M4Imwl1c9Ap+HpCW7V0KhjBddqF2QQt5tJZCOFsfNIgBbZDGsEPaeKUosw==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-insights@5.40.1':
+    resolution: {integrity: sha512-RTLjST/t+lsLMouQ4zeLJq2Ss+UNkLGyNVu+yWHanx6kQ3LT5jv8UvPwyht9s7R6jCPnlSI77WnL80J32ZuyJg==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-personalization@5.40.1':
+    resolution: {integrity: sha512-2FEK6bUomBzEYkTKzD0iRs7Ljtjb45rKK/VSkyHqeJnG+77qx557IeSO0qVFE3SfzapNcoytTofnZum0BQ6r3Q==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-query-suggestions@5.40.1':
+    resolution: {integrity: sha512-Nju4NtxAvXjrV2hHZNLKVJLXjOlW6jAXHef/CwNzk1b2qIrCWDO589ELi5ZHH1uiWYoYyBXDQTtHmhaOVVoyXg==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/client-search@5.40.1':
+    resolution: {integrity: sha512-Mw6pAUF121MfngQtcUb5quZVqMC68pSYYjCRZkSITC085S3zdk+h/g7i6FxnVdbSU6OztxikSDMh1r7Z+4iPlA==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/ingestion@1.40.1':
+    resolution: {integrity: sha512-z+BPlhs45VURKJIxsR99NNBWpUEEqIgwt10v/fATlNxc4UlXvALdOsWzaFfe89/lbP5Bu4+mbO59nqBC87ZM/g==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/monitoring@1.40.1':
+    resolution: {integrity: sha512-VJMUMbO0wD8Rd2VVV/nlFtLJsOAQvjnVNGkMkspFiFhpBA7s/xJOb+fJvvqwKFUjbKTUA7DjiSi1ljSMYBasXg==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/recommend@5.40.1':
+    resolution: {integrity: sha512-ehvJLadKVwTp9Scg9NfzVSlBKH34KoWOQNTaN8i1Ac64AnO6iH2apJVSP6GOxssaghZ/s8mFQsDH3QIZoluFHA==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/requester-browser-xhr@5.40.1':
+    resolution: {integrity: sha512-PbidVsPurUSQIr6X9/7s34mgOMdJnn0i6p+N6Ab+lsNhY5eiu+S33kZEpZwkITYBCIbhzDLOvb7xZD3gDi+USA==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/requester-fetch@5.40.1':
+    resolution: {integrity: sha512-ThZ5j6uOZCF11fMw9IBkhigjOYdXGXQpj6h4k+T9UkZrF2RlKcPynFzDeRgaLdpYk8Yn3/MnFbwUmib7yxj5Lw==}
+    engines: {node: '>= 14.0.0'}
+
+  '@algolia/requester-node-http@5.40.1':
+    resolution: {integrity: sha512-H1gYPojO6krWHnUXu/T44DrEun/Wl95PJzMXRcM/szstNQczSbwq6wIFJPI9nyE95tarZfUNU3rgorT+wZ6iCQ==}
+    engines: {node: '>= 14.0.0'}
+
+  '@antfu/install-pkg@1.1.0':
+    resolution: {integrity: sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ==}
+
+  '@antfu/utils@9.3.0':
+    resolution: {integrity: sha512-9hFT4RauhcUzqOE4f1+frMKLZrgNog5b06I7VmZQV1BkvwvqrbC8EBZf3L1eEL2AKb6rNKjER0sEvJiSP1FXEA==}
+
+  '@babel/helper-string-parser@7.27.1':
+    resolution: {integrity: sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/helper-validator-identifier@7.27.1':
+    resolution: {integrity: sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==}
+    engines: {node: '>=6.9.0'}
+
+  '@babel/parser@7.28.4':
+    resolution: {integrity: sha512-yZbBqeM6TkpP9du/I2pUZnJsRMGGvOuIrhjzC1AwHwW+6he4mni6Bp/m8ijn0iOuZuPI2BfkCoSRunpyjnrQKg==}
+    engines: {node: '>=6.0.0'}
+    hasBin: true
+
+  '@babel/types@7.28.4':
+    resolution: {integrity: sha512-bkFqkLhh3pMBUQQkpVgWDWq/lqzc2678eUyDlTBhRqhCHFguYYGM0Efga7tYk4TogG/3x0EEl66/OQ+WGbWB/Q==}
+    engines: {node: '>=6.9.0'}
+
+  '@docsearch/css@3.8.2':
+    resolution: {integrity: sha512-y05ayQFyUmCXze79+56v/4HpycYF3uFqB78pLPrSV5ZKAlDuIAAJNhaRi8tTdRNXh05yxX/TyNnzD6LwSM89vQ==}
+
+  '@docsearch/js@3.8.2':
+    resolution: {integrity: sha512-Q5wY66qHn0SwA7Taa0aDbHiJvaFJLOJyHmooQ7y8hlwwQLQ/5WwCcoX0g7ii04Qi2DJlHsd0XXzJ8Ypw9+9YmQ==}
+
+  '@docsearch/react@3.8.2':
+    resolution: {integrity: sha512-xCRrJQlTt8N9GU0DG4ptwHRkfnSnD/YpdeaXe02iKfqs97TkZJv60yE+1eq/tjPcVnTW8dP5qLP7itifFVV5eg==}
+    peerDependencies:
+      '@types/react': '>= 16.8.0 < 19.0.0'
+      react: '>= 16.8.0 < 19.0.0'
+      react-dom: '>= 16.8.0 < 19.0.0'
+      search-insights: '>= 1 < 3'
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      react:
+        optional: true
+      react-dom:
+        optional: true
+      search-insights:
+        optional: true
+
+  '@esbuild/aix-ppc64@0.21.5':
+    resolution: {integrity: sha512-1SDgH6ZSPTlggy1yI6+Dbkiz8xzpHJEVAlF/AM1tHPLsf5STom9rwtjE4hKAF20FfXXNTFqEYXyJNWh1GiZedQ==}
+    engines: {node: '>=12'}
+    cpu: [ppc64]
+    os: [aix]
+
+  '@esbuild/android-arm64@0.21.5':
+    resolution: {integrity: sha512-c0uX9VAUBQ7dTDCjq+wdyGLowMdtR/GoC2U5IYk/7D1H1JYC0qseD7+11iMP2mRLN9RcCMRcjC4YMclCzGwS/A==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [android]
+
+  '@esbuild/android-arm@0.21.5':
+    resolution: {integrity: sha512-vCPvzSjpPHEi1siZdlvAlsPxXl7WbOVUBBAowWug4rJHb68Ox8KualB+1ocNvT5fjv6wpkX6o/iEpbDrf68zcg==}
+    engines: {node: '>=12'}
+    cpu: [arm]
+    os: [android]
+
+  '@esbuild/android-x64@0.21.5':
+    resolution: {integrity: sha512-D7aPRUUNHRBwHxzxRvp856rjUHRFW1SdQATKXH2hqA0kAZb1hKmi02OpYRacl0TxIGz/ZmXWlbZgjwWYaCakTA==}
+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [android]
+
+  '@esbuild/darwin-arm64@0.21.5':
+    resolution: {integrity: sha512-DwqXqZyuk5AiWWf3UfLiRDJ5EDd49zg6O9wclZ7kUMv2WRFr4HKjXp/5t8JZ11QbQfUS6/cRCKGwYhtNAY88kQ==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@esbuild/darwin-x64@0.21.5':
+    resolution: {integrity: sha512-se/JjF8NlmKVG4kNIuyWMV/22ZaerB+qaSi5MdrXtd6R08kvs2qCN4C09miupktDitvh8jRFflwGFBQcxZRjbw==}
+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [darwin]
+
+  '@esbuild/freebsd-arm64@0.21.5':
+    resolution: {integrity: sha512-5JcRxxRDUJLX8JXp/wcBCy3pENnCgBR9bN6JsY4OmhfUtIHe3ZW0mawA7+RDAcMLrMIZaf03NlQiX9DGyB8h4g==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [freebsd]
+
+  '@esbuild/freebsd-x64@0.21.5':
+    resolution: {integrity: sha512-J95kNBj1zkbMXtHVH29bBriQygMXqoVQOQYA+ISs0/2l3T9/kj42ow2mpqerRBxDJnmkUDCaQT/dfNXWX/ZZCQ==}
+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [freebsd]
+
+  '@esbuild/linux-arm64@0.21.5':
+    resolution: {integrity: sha512-ibKvmyYzKsBeX8d8I7MH/TMfWDXBF3db4qM6sy+7re0YXya+K1cem3on9XgdT2EQGMu4hQyZhan7TeQ8XkGp4Q==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [linux]
+
+  '@esbuild/linux-arm@0.21.5':
+    resolution: {integrity: sha512-bPb5AHZtbeNGjCKVZ9UGqGwo8EUu4cLq68E95A53KlxAPRmUyYv2D6F0uUI65XisGOL1hBP5mTronbgo+0bFcA==}
+    engines: {node: '>=12'}
+    cpu: [arm]
+    os: [linux]
+
+  '@esbuild/linux-ia32@0.21.5':
+    resolution: {integrity: sha512-YvjXDqLRqPDl2dvRODYmmhz4rPeVKYvppfGYKSNGdyZkA01046pLWyRKKI3ax8fbJoK5QbxblURkwK/MWY18Tg==}
+    engines: {node: '>=12'}
+    cpu: [ia32]
+    os: [linux]
+
+  '@esbuild/linux-loong64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [loong64]
+    os: [linux]
+
+  '@esbuild/linux-mips64el@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [mips64el]
+    os: [linux]
+
+  '@esbuild/linux-ppc64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [ppc64]
+    os: [linux]
+
+  '@esbuild/linux-riscv64@0.21.5':
+    resolution: {integrity: sha512-2HdXDMd9GMgTGrPWnJzP2ALSokE/0O5HhTUvWIbD3YdjME8JwvSCnNGBnTThKGEB91OZhzrJ4qIIxk/SBmyDDA==}
+    engines: {node: '>=12'}
+    cpu: [riscv64]
+    os: [linux]
+
+  '@esbuild/linux-s390x@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [s390x]
+    os: [linux]
+
+  '@esbuild/linux-x64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [linux]
+
+  '@esbuild/netbsd-x64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [netbsd]
+
+  '@esbuild/openbsd-x64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [openbsd]
+
+  '@esbuild/sunos-x64@0.21.5':
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+    engines: {node: '>=12'}
+    cpu: [x64]
+    os: [sunos]
+
+  '@esbuild/win32-arm64@0.21.5':
+    resolution: {integrity: sha512-Z0gOTd75VvXqyq7nsl93zwahcTROgqvuAcYDUr+vOv8uHhNSKROyU961kgtCD1e95IqPKSQKH7tBTslnS3tA8A==}
+    engines: {node: '>=12'}
+    cpu: [arm64]
+    os: [win32]
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+    optional: true
+
+  globals@15.15.0: {}
+
+  hast-util-to-html@9.0.5:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/unist': 3.0.3
+      ccount: 2.0.1
+      comma-separated-tokens: 2.0.3
+      hast-util-whitespace: 3.0.0
+      html-void-elements: 3.0.0
+      mdast-util-to-hast: 13.2.0
+      property-information: 7.1.0
+      space-separated-tokens: 2.0.2
+      stringify-entities: 4.0.4
+      zwitch: 2.0.4
+
+  hast-util-whitespace@3.0.0:
+    dependencies:
+      '@types/hast': 3.0.4
+
+  hookable@5.5.3: {}
+
+  html-void-elements@3.0.0: {}
+
+  is-what@4.1.16: {}
+
+  kolorist@1.8.0: {}
+
+  linkify-it@5.0.0:
+    dependencies:
+      uc.micro: 2.1.0
+
+  local-pkg@1.1.2:
+    dependencies:
+      mlly: 1.8.0
+      pkg-types: 2.3.0
+      quansync: 0.2.11
+
+  magic-string@0.30.19:
+    dependencies:
+      '@jridgewell/sourcemap-codec': 1.5.5
+
+  mark.js@8.11.1: {}
+
+  markdown-it@14.1.0:
+    dependencies:
+      argparse: 2.0.1
+      entities: 4.5.0
+      linkify-it: 5.0.0
+      mdurl: 2.0.0
+      punycode.js: 2.3.1
+      uc.micro: 2.1.0
+
+  mdast-util-to-hast@13.2.0:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@ungap/structured-clone': 1.3.0
+      devlop: 1.1.0
+      micromark-util-sanitize-uri: 2.0.1
+      trim-lines: 3.0.1
+      unist-util-position: 5.0.0
+      unist-util-visit: 5.0.0
+      vfile: 6.0.3
+
+  mdurl@2.0.0: {}
+
+  micromark-util-character@2.1.1:
+    dependencies:
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-util-encode@2.0.1: {}
+
+  micromark-util-sanitize-uri@2.0.1:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-encode: 2.0.1
+      micromark-util-symbol: 2.0.1
+
+  micromark-util-symbol@2.0.1: {}
+
+  micromark-util-types@2.0.2: {}
+
+  minisearch@7.2.0: {}
+
+  mitt@3.0.1: {}
+
+  mlly@1.8.0:
+    dependencies:
+      acorn: 8.15.0
+      pathe: 2.0.3
+      pkg-types: 1.3.1
+      ufo: 1.6.1
+
+  ms@2.1.3: {}
+
+  nanoid@3.3.11: {}
+
+  oniguruma-to-es@3.1.1:
+    dependencies:
+      emoji-regex-xs: 1.0.0
+      regex: 6.0.1
+      regex-recursion: 6.0.2
+
+  package-manager-detector@1.5.0: {}
+
+  pathe@2.0.3: {}
+
+  perfect-debounce@1.0.0: {}
+
+  picocolors@1.1.1: {}
+
+  pkg-types@1.3.1:
+    dependencies:
+      confbox: 0.1.8
+      mlly: 1.8.0
+      pathe: 2.0.3
+
+  pkg-types@2.3.0:
+    dependencies:
+      confbox: 0.2.2
+      exsolve: 1.0.7
+      pathe: 2.0.3
+
+  postcss@8.5.6:
+    dependencies:
+      nanoid: 3.3.11
+      picocolors: 1.1.1
+      source-map-js: 1.2.1
+
+  preact@10.27.2: {}
+
+  property-information@7.1.0: {}
+
+  punycode.js@2.3.1: {}
+
+  quansync@0.2.11: {}
+
+  regex-recursion@6.0.2:
+    dependencies:
+      regex-utilities: 2.3.0
+
+  regex-utilities@2.3.0: {}
+
+  regex@6.0.1:
+    dependencies:
+      regex-utilities: 2.3.0
+
+  rfdc@1.4.1: {}
+
+  rollup@4.52.5:
+    dependencies:
+      '@types/estree': 1.0.8
+    optionalDependencies:
+      '@rollup/rollup-android-arm-eabi': 4.52.5
+      '@rollup/rollup-android-arm64': 4.52.5
+      '@rollup/rollup-darwin-arm64': 4.52.5
+      '@rollup/rollup-darwin-x64': 4.52.5
+      '@rollup/rollup-freebsd-arm64': 4.52.5
+      '@rollup/rollup-freebsd-x64': 4.52.5
+      '@rollup/rollup-linux-arm-gnueabihf': 4.52.5
+      '@rollup/rollup-linux-arm-musleabihf': 4.52.5
+      '@rollup/rollup-linux-arm64-gnu': 4.52.5
+      '@rollup/rollup-linux-arm64-musl': 4.52.5
+      '@rollup/rollup-linux-loong64-gnu': 4.52.5
+      '@rollup/rollup-linux-ppc64-gnu': 4.52.5
+      '@rollup/rollup-linux-riscv64-gnu': 4.52.5
+      '@rollup/rollup-linux-riscv64-musl': 4.52.5
+      '@rollup/rollup-linux-s390x-gnu': 4.52.5
+      '@rollup/rollup-linux-x64-gnu': 4.52.5
+      '@rollup/rollup-linux-x64-musl': 4.52.5
+      '@rollup/rollup-openharmony-arm64': 4.52.5
+      '@rollup/rollup-win32-arm64-msvc': 4.52.5
+      '@rollup/rollup-win32-ia32-msvc': 4.52.5
+      '@rollup/rollup-win32-x64-gnu': 4.52.5
+      '@rollup/rollup-win32-x64-msvc': 4.52.5
+      fsevents: 2.3.3
+
+  search-insights@2.17.3: {}
+
+  shiki@2.5.0:
+    dependencies:
+      '@shikijs/core': 2.5.0
+      '@shikijs/engine-javascript': 2.5.0
+      '@shikijs/engine-oniguruma': 2.5.0
+      '@shikijs/langs': 2.5.0
+      '@shikijs/themes': 2.5.0
+      '@shikijs/types': 2.5.0
+      '@shikijs/vscode-textmate': 10.0.2
+      '@types/hast': 3.0.4
+
+  source-map-js@1.2.1: {}
+
+  space-separated-tokens@2.0.2: {}
+
+  speakingurl@14.0.1: {}
+
+  stringify-entities@4.0.4:
+    dependencies:
+      character-entities-html4: 2.1.0
+      character-entities-legacy: 3.0.0
+
+  superjson@2.2.2:
+    dependencies:
+      copy-anything: 3.0.5
+
+  tabbable@6.2.0: {}
+
+  tinyexec@1.0.1: {}
+
+  trim-lines@3.0.1: {}
+
+  uc.micro@2.1.0: {}
+
+  ufo@1.6.1: {}
+
+  unist-util-is@6.0.1:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-position@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-stringify-position@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
+  unist-util-visit-parents@6.0.2:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+
+  unist-util-visit@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.1
+      unist-util-visit-parents: 6.0.2
+
+  vfile-message@4.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-stringify-position: 4.0.0
+
+  vfile@6.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile-message: 4.0.3
+
+  vite@5.4.21:
+    dependencies:
+      esbuild: 0.21.5
+      postcss: 8.5.6
+      rollup: 4.52.5
+    optionalDependencies:
+      fsevents: 2.3.3
+
+  vitepress-plugin-group-icons@1.6.4(markdown-it@14.1.0)(vite@5.4.21):
+    dependencies:
+      '@iconify-json/logos': 1.2.9
+      '@iconify-json/vscode-icons': 1.2.32
+      '@iconify/utils': 3.0.2
+      markdown-it: 14.1.0
+      vite: 5.4.21
+    transitivePeerDependencies:
+      - supports-color
+
+  vitepress-plugin-tabs@0.7.3(vitepress@1.6.4(@algolia/client-search@5.40.1)(postcss@8.5.6)(search-insights@2.17.3))(vue@3.5.22):
+    dependencies:
+      vitepress: 1.6.4(@algolia/client-search@5.40.1)(postcss@8.5.6)(search-insights@2.17.3)
+      vue: 3.5.22
+
+  vitepress@1.6.4(@algolia/client-search@5.40.1)(postcss@8.5.6)(search-insights@2.17.3):
+    dependencies:
+      '@docsearch/css': 3.8.2
+      '@docsearch/js': 3.8.2(@algolia/client-search@5.40.1)(search-insights@2.17.3)
+      '@iconify-json/simple-icons': 1.2.55
+      '@shikijs/core': 2.5.0
+      '@shikijs/transformers': 2.5.0
+      '@shikijs/types': 2.5.0
+      '@types/markdown-it': 14.1.2
+      '@vitejs/plugin-vue': 5.2.4(vite@5.4.21)(vue@3.5.22)
+      '@vue/devtools-api': 7.7.7
+      '@vue/shared': 3.5.22
+      '@vueuse/core': 12.8.2
+      '@vueuse/integrations': 12.8.2(focus-trap@7.6.5)
+      focus-trap: 7.6.5
+      mark.js: 8.11.1
+      minisearch: 7.2.0
+      shiki: 2.5.0
+      vite: 5.4.21
+      vue: 3.5.22
+    optionalDependencies:
+      postcss: 8.5.6
+    transitivePeerDependencies:
+      - '@algolia/client-search'
+      - '@types/node'
+      - '@types/react'
+      - async-validator
+      - axios
+      - change-case
+      - drauu
+      - fuse.js
+      - idb-keyval
+      - jwt-decode
+      - less
+      - lightningcss
+      - nprogress
+      - qrcode
+      - react
+      - react-dom
+      - sass
+      - sass-embedded
+      - search-insights
+      - sortablejs
+      - stylus
+      - sugarss
+      - terser
+      - typescript
+      - universal-cookie
+
+  vue@3.5.22:
+    dependencies:
+      '@vue/compiler-dom': 3.5.22
+      '@vue/compiler-sfc': 3.5.22
+      '@vue/runtime-dom': 3.5.22
+      '@vue/server-renderer': 3.5.22(vue@3.5.22)
+      '@vue/shared': 3.5.22
+
+  zwitch@2.0.4: {}
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
new file mode 100644
index 00000000..efc037aa
--- /dev/null
+++ b/pnpm-workspace.yaml
@@ -0,0 +1,2 @@
+onlyBuiltDependencies:
+  - esbuild
diff --git a/test/action_prompt/action_schemas_test.rb b/test/action_prompt/action_schemas_test.rb
deleted file mode 100644
index e33fda5f..00000000
--- a/test/action_prompt/action_schemas_test.rb
+++ /dev/null
@@ -1,18 +0,0 @@
-require "test_helper"
-
-class DummyAgent < ApplicationAgent
-  def foo
-    prompt
-  end
-end
-
-class ActionSchemasTest < ActiveSupport::TestCase
-  test "skip missing json templates" do
-    agent = DummyAgent.new
-
-    assert_nothing_raised do
-      schemas = agent.action_schemas
-      assert_equal [], schemas
-    end
-  end
-end
diff --git a/test/action_prompt/message_json_parsing_test.rb b/test/action_prompt/message_json_parsing_test.rb
deleted file mode 100644
index 59c4d22d..00000000
--- a/test/action_prompt/message_json_parsing_test.rb
+++ /dev/null
@@ -1,75 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/action_prompt/message"
-
-class MessageJsonParsingTest < ActiveSupport::TestCase
-  test "automatically parses JSON content when content_type is application/json" do
-    json_string = '{"name": "John", "age": 30, "active": true}'
-
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: json_string,
-      content_type: "application/json",
-      role: :assistant
-    )
-
-    assert message.content.is_a?(Hash)
-    assert_equal "John", message.content["name"]
-    assert_equal 30, message.content["age"]
-    assert_equal true, message.content["active"]
-
-    # Raw content should still be available
-    assert_equal json_string, message.raw_content
-  end
-
-  test "returns raw content if JSON parsing fails" do
-    invalid_json = "{invalid json}"
-
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: invalid_json,
-      content_type: "application/json",
-      role: :assistant
-    )
-
-    assert message.content.is_a?(String)
-    assert_equal invalid_json, message.content
-    assert_equal invalid_json, message.raw_content
-  end
-
-  test "does not parse content when content_type is not JSON" do
-    json_like_string = '{"looks": "like json"}'
-
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: json_like_string,
-      content_type: "text/plain",
-      role: :assistant
-    )
-
-    assert message.content.is_a?(String)
-    assert_equal json_like_string, message.content
-  end
-
-  test "handles empty content gracefully" do
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: "",
-      content_type: "application/json",
-      role: :assistant
-    )
-
-    assert_equal "", message.content
-    assert_equal "", message.raw_content
-  end
-
-  test "preserves non-string content as-is" do
-    hash_content = { already: "parsed" }
-
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: hash_content,
-      content_type: "application/json",
-      role: :assistant
-    )
-
-    assert_equal hash_content, message.content
-    assert_equal hash_content, message.raw_content
-  end
-end
diff --git a/test/action_prompt/message_test.rb b/test/action_prompt/message_test.rb
deleted file mode 100644
index 5b2b2753..00000000
--- a/test/action_prompt/message_test.rb
+++ /dev/null
@@ -1,15 +0,0 @@
-require "test_helper"
-
-module ActiveAgent
-  module ActionPrompt
-    class MessageTest < ActiveSupport::TestCase
-      test "array for message hashes to messages" do
-        messages = [
-          { content: "Instructions", role: :system },
-          { content: "This is a message", role: :user }
-        ]
-        assert Message.from_messages(messages).first.is_a? Message
-      end
-    end
-  end
-end
diff --git a/test/action_prompt/multi_turn_tool_calling_test.rb b/test/action_prompt/multi_turn_tool_calling_test.rb
deleted file mode 100644
index 0dc31040..00000000
--- a/test/action_prompt/multi_turn_tool_calling_test.rb
+++ /dev/null
@@ -1,300 +0,0 @@
-require "test_helper"
-require "active_agent/action_prompt/base"
-require "active_agent/action_prompt/prompt"
-require "active_agent/action_prompt/message"
-require "active_agent/action_prompt/action"
-
-module ActiveAgent
-  module ActionPrompt
-    class MultiTurnToolCallingTest < ActiveSupport::TestCase
-      class TestToolAgent < ActiveAgent::ActionPrompt::Base
-        attr_accessor :tool_results
-
-        def initialize
-          super
-          @tool_results = {}
-        end
-
-        def search_web
-          @tool_results[:search_web] = "Found 10 results for #{params[:query]}"
-          # Call prompt with a message body to generate the tool response
-          prompt(message: @tool_results[:search_web])
-        end
-
-        def get_weather
-          @tool_results[:get_weather] = "Weather in #{params[:location]}: Sunny, 72°F"
-          # Call prompt with a message body to generate the tool response
-          prompt(message: @tool_results[:get_weather])
-        end
-
-        def calculate
-          result = eval(params[:expression])
-          @tool_results[:calculate] = "Result: #{result}"
-          # Call prompt with a message body to generate the tool response
-          prompt(message: @tool_results[:calculate])
-        end
-      end
-
-      setup do
-        @agent = TestToolAgent.new
-        @agent.context.messages << Message.new(role: :system, content: "You are a helpful assistant.")
-        @agent.context.messages << Message.new(role: :user, content: "What's the weather in NYC and search for restaurants there?")
-      end
-
-      test "assistant message with tool_calls is preserved when performing actions" do
-        # Create a mock response with tool calls
-        assistant_message = Message.new(
-          role: :assistant,
-          content: "I'll help you with that. Let me check the weather and search for restaurants in NYC.",
-          action_requested: true,
-          raw_actions: [
-            {
-              "id" => "call_001",
-              "type" => "function",
-              "function" => {
-                "name" => "get_weather",
-                "arguments" => '{"location": "NYC"}'
-              }
-            }
-          ],
-          requested_actions: [
-            Action.new(
-              id: "call_001",
-              name: "get_weather",
-              params: { location: "NYC" }
-            )
-          ]
-        )
-
-        # Add assistant message to context (simulating what update_context does)
-        @agent.context.messages << assistant_message
-
-        # Perform the action
-        @agent.send(:perform_action, assistant_message.requested_actions.first)
-
-        # Verify the assistant message is still there
-        assistant_messages = @agent.context.messages.select { |m| m.role == :assistant }
-        assert_equal 1, assistant_messages.count
-        assert_equal assistant_message, assistant_messages.first
-        assert assistant_messages.first.raw_actions.present?
-
-        # Verify the tool response was added
-        tool_messages = @agent.context.messages.select { |m| m.role == :tool }
-        assert_equal 1, tool_messages.count
-        assert_equal "call_001", tool_messages.first.action_id
-        assert_equal "get_weather", tool_messages.first.action_name
-      end
-
-      test "tool response messages have correct action_id matching tool_call id" do
-        action = Action.new(
-          id: "call_abc123",
-          name: "search_web",
-          params: { query: "NYC restaurants" }
-        )
-
-        # Add an assistant message with tool_calls
-        @agent.context.messages << Message.new(
-          role: :assistant,
-          content: "Searching for restaurants",
-          raw_actions: [ {
-            "id" => "call_abc123",
-            "type" => "function",
-            "function" => {
-              "name" => "search_web",
-              "arguments" => '{"query": "NYC restaurants"}'
-            }
-          } ]
-        )
-
-        @agent.send(:perform_action, action)
-
-        tool_message = @agent.context.messages.last
-        assert_equal :tool, tool_message.role
-        assert_equal "call_abc123", tool_message.action_id
-        assert_equal action.id, tool_message.action_id
-      end
-
-      test "multiple tool calls result in correct message sequence" do
-        # First tool call
-        first_assistant = Message.new(
-          role: :assistant,
-          content: "Getting weather first",
-          action_requested: true,
-          raw_actions: [ {
-            "id" => "call_001",
-            "type" => "function",
-            "function" => { "name" => "get_weather", "arguments" => '{"location": "NYC"}' }
-          } ],
-          requested_actions: [
-            Action.new(id: "call_001", name: "get_weather", params: { location: "NYC" })
-          ]
-        )
-
-        @agent.context.messages << first_assistant
-        @agent.send(:perform_action, first_assistant.requested_actions.first)
-
-        # Second tool call
-        second_assistant = Message.new(
-          role: :assistant,
-          content: "Now searching for restaurants",
-          action_requested: true,
-          raw_actions: [ {
-            "id" => "call_002",
-            "type" => "function",
-            "function" => { "name" => "search_web", "arguments" => '{"query": "NYC restaurants"}' }
-          } ],
-          requested_actions: [
-            Action.new(id: "call_002", name: "search_web", params: { query: "NYC restaurants" })
-          ]
-        )
-
-        @agent.context.messages << second_assistant
-        @agent.send(:perform_action, second_assistant.requested_actions.first)
-
-        # Verify message sequence
-        messages = @agent.context.messages
-
-        # Filter to get the main messages (system, user, assistants, tools)
-        system_messages = messages.select { |m| m.role == :system }
-        user_messages = messages.select { |m| m.role == :user }
-        assistant_messages = messages.select { |m| m.role == :assistant }
-        tool_messages = messages.select { |m| m.role == :tool }
-
-        # Agent starts with empty system message, plus the one we added in setup
-        assert_equal 2, system_messages.count
-        assert_equal 1, user_messages.count
-        assert_equal 2, assistant_messages.count
-        assert_equal 2, tool_messages.count
-
-        # Verify tool response IDs match
-        assert_equal "call_001", tool_messages[0].action_id
-        assert_equal "call_002", tool_messages[1].action_id
-      end
-
-      test "perform_actions handles multiple actions from single response" do
-        actions = [
-          Action.new(id: "call_001", name: "get_weather", params: { location: "NYC" }),
-          Action.new(id: "call_002", name: "search_web", params: { query: "NYC restaurants" })
-        ]
-
-        assistant_message = Message.new(
-          role: :assistant,
-          content: "Getting both pieces of information",
-          raw_actions: [
-            { "id" => "call_001", "type" => "function", "function" => { "name" => "get_weather" } },
-            { "id" => "call_002", "type" => "function", "function" => { "name" => "search_web" } }
-          ]
-        )
-
-        @agent.context.messages << assistant_message
-        @agent.send(:perform_actions, requested_actions: actions)
-
-        tool_messages = @agent.context.messages.select { |m| m.role == :tool }
-        assert_equal 2, tool_messages.count
-        assert_equal [ "call_001", "call_002" ], tool_messages.map(&:action_id)
-        assert_equal [ "get_weather", "search_web" ], tool_messages.map(&:action_name)
-      end
-
-      test "handle_response preserves message flow for tool calls" do
-        # Create a mock response with tool calls
-        mock_response = Struct.new(:message, :prompt).new
-        mock_response.message = Message.new(
-          role: :assistant,
-          content: "I'll calculate that for you",
-          action_requested: true,
-          requested_actions: [
-            Action.new(id: "calc_001", name: "calculate", params: { expression: "2 + 2" })
-          ],
-          raw_actions: [ {
-            "id" => "calc_001",
-            "type" => "function",
-            "function" => { "name" => "calculate", "arguments" => '{"expression": "2 + 2"}' }
-          } ]
-        )
-
-        # Mock the generation provider
-        mock_provider = Minitest::Mock.new
-        mock_provider.expect(:generate, nil, [ @agent.context ])
-        mock_provider.expect(:response, mock_response)
-
-        @agent.instance_variable_set(:@generation_provider, mock_provider)
-
-        # Simulate update_context adding the assistant message
-        @agent.context.messages << mock_response.message
-
-        # Count messages before handle_response
-        initial_message_count = @agent.context.messages.count
-
-        # Call handle_response (without continue_generation to avoid needing full provider setup)
-        @agent.stub(:continue_generation, mock_response) do
-          result = @agent.send(:handle_response, mock_response)
-
-          # Should have added tool message(s) for the action
-          # Note: with the fix, the action's prompt call now properly renders and adds messages
-          assert @agent.context.messages.count > initial_message_count
-
-          # Last message should be the tool response
-          last_message = @agent.context.messages.last
-          assert_equal :tool, last_message.role
-          assert_equal "calc_001", last_message.action_id
-        end
-      end
-
-      test "tool message does not overwrite assistant message" do
-        assistant_message = Message.new(
-          role: :assistant,
-          content: "Original assistant message",
-          action_requested: true,
-          requested_actions: [
-            Action.new(id: "test_001", name: "search_web", params: { query: "test" })
-          ]
-        )
-
-        # Store reference to original assistant message
-        @agent.context.messages << assistant_message
-        original_assistant = @agent.context.messages.last
-
-        # Perform action
-        @agent.send(:perform_action, assistant_message.requested_actions.first)
-
-        # Find the assistant message again
-        assistant_in_context = @agent.context.messages.find { |m| m.role == :assistant }
-
-        # Verify it's still the same message with same content
-        assert_equal original_assistant.object_id, assistant_in_context.object_id
-        assert_equal "Original assistant message", assistant_in_context.content
-        assert_equal :assistant, assistant_in_context.role
-      end
-
-      test "context cloning in perform_action preserves messages" do
-        # Add initial messages
-        initial_messages = @agent.context.messages.dup
-
-        action = Action.new(
-          id: "test_clone",
-          name: "search_web",
-          params: { query: "cloning test" }
-        )
-
-        @agent.send(:perform_action, action)
-
-        # After perform_action, we expect:
-        # - Original system message preserved
-        # - Original user message preserved
-        # - New tool message added
-
-        system_messages = @agent.context.messages.select { |m| m.role == :system }
-        user_messages = @agent.context.messages.select { |m| m.role == :user }
-        tool_messages = @agent.context.messages.select { |m| m.role == :tool }
-
-        # The system messages may be modified during prompt flow
-        # What matters is we have system messages and the user message is preserved
-        assert system_messages.any?, "Should have system messages"
-        assert_equal 1, user_messages.count, "Should have one user message"
-        assert_equal "What's the weather in NYC and search for restaurants there?", user_messages.first.content
-        assert_equal 1, tool_messages.count, "Should have one tool message"
-        assert_equal "Found 10 results for cloning test", tool_messages.first.content
-      end
-    end
-  end
-end
diff --git a/test/action_prompt/prompt_test.rb b/test/action_prompt/prompt_test.rb
deleted file mode 100644
index 96facfc0..00000000
--- a/test/action_prompt/prompt_test.rb
+++ /dev/null
@@ -1,256 +0,0 @@
-require "test_helper"
-
-module ActiveAgent
-  module ActionPrompt
-    class PromptTest < ActiveSupport::TestCase
-      test "initializes with default attributes" do
-        prompt = Prompt.new
-
-        assert_equal({}, prompt.options)
-        assert_equal ApplicationAgent, prompt.agent_class
-        assert_equal [], prompt.actions
-        assert_equal "", prompt.action_choice
-        assert_equal "", prompt.instructions
-        assert_equal "", prompt.body
-        assert_equal "text/plain", prompt.content_type
-        assert_nil prompt.message
-        # Should have one system message with empty instructions
-        assert_equal 1, prompt.messages.size
-        assert_equal :system, prompt.messages[0].role
-        assert_equal "", prompt.messages[0].content
-        assert_equal({}, prompt.params)
-        assert_equal "1.0", prompt.mime_version
-        assert_equal "UTF-8", prompt.charset
-        assert_equal [], prompt.context
-        assert_nil prompt.context_id
-        assert_equal({}, prompt.instance_variable_get(:@headers))
-        assert_equal [], prompt.parts
-      end
-
-      test "initializes with custom attributes" do
-        attributes = {
-          options: { key: "value" },
-          agent_class: ApplicationAgent,
-          actions: [ "action1" ],
-          action_choice: "action1",
-          instructions: "Test instructions",
-          body: "Test body",
-          content_type: "application/json",
-          message: "Test message",
-          messages: [ Message.new(content: "Existing message") ],
-          params: { param1: "value1" },
-          mime_version: "2.0",
-          charset: "ISO-8859-1",
-          context: [ "context1" ],
-          context_id: "123",
-          headers: { "Header-Key" => "Header-Value" },
-          parts: [ "part1" ]
-        }
-
-        prompt = Prompt.new(attributes)
-
-        assert_equal attributes[:options], prompt.options
-        assert_equal attributes[:agent_class], prompt.agent_class
-        assert_equal attributes[:actions], prompt.actions
-        assert_equal attributes[:action_choice], prompt.action_choice
-        assert_equal attributes[:instructions], prompt.instructions
-        assert_equal attributes[:body], prompt.body
-        assert_equal attributes[:content_type], prompt.content_type
-        assert_equal attributes[:message], prompt.message.content
-        assert_equal ([ Message.new(content: "Test instructions", role: :system) ] + attributes[:messages] + [ Message.new(content: attributes[:message], role: :user) ]).map(&:to_h), prompt.messages.map(&:to_h)
-        assert_equal attributes[:params], prompt.params
-        assert_equal attributes[:mime_version], prompt.mime_version
-        assert_equal attributes[:charset], prompt.charset
-        assert_equal attributes[:context], prompt.context
-        assert_equal attributes[:context_id], prompt.context_id
-        assert_equal attributes[:headers], prompt.instance_variable_get(:@headers)
-        assert_equal attributes[:parts], prompt.parts
-      end
-
-      test "to_s returns message content as string" do
-        prompt = Prompt.new(message: "Test message")
-        assert_equal "Test message", prompt.to_s
-      end
-
-      test "multimodal? returns true if message content is an array" do
-        prompt = Prompt.new(message: Message.new(content: [ "image1.png", "image2.png" ]))
-        assert prompt.multimodal?
-      end
-
-      test "multimodal? returns true if any message content is an array" do
-        prompt = Prompt.new(messages: [ Message.new(content: "text"), Message.new(content: [ "image1.png", "image2.png" ]) ])
-        assert prompt.multimodal?
-      end
-
-      test "multimodal? handles nil messages gracefully" do
-        # Test with empty messages array
-        prompt = Prompt.new(messages: [])
-        assert_not prompt.multimodal?
-
-        # Test with nil message content but array in messages
-        prompt_with_nil = Prompt.new(message: nil, messages: [ Message.new(content: [ "image.png" ]) ])
-        assert prompt_with_nil.multimodal?
-
-        # Test with only nil message and empty messages
-        prompt_all_nil = Prompt.new(message: nil, messages: [])
-        assert_not prompt_all_nil.multimodal?
-      end
-
-      test "from_messages initializes messages from an array of Message objects" do
-        prompt = Prompt.new(
-          messages: [
-            { content: "Hello, how can I assist you today?", role: :assistant },
-            { content: "I need help with my account.", role: :user }
-          ]
-        )
-
-        # Should have system message plus the two provided messages
-        assert_equal 3, prompt.messages.size
-        assert_equal :system, prompt.messages[0].role
-        assert_equal "", prompt.messages[0].content
-        assert_equal "Hello, how can I assist you today?", prompt.messages[1].content
-        assert_equal :assistant, prompt.messages[1].role
-        assert_equal "I need help with my account.", prompt.messages[2].content
-        assert_equal :user, prompt.messages[2].role
-      end
-
-      test "from_messages initializes messages from an array of Message objects with instructions" do
-        prompt = Prompt.new(
-          messages: [
-            { content: "Hello, how can I assist you today?", role: :assistant },
-            { content: "I need help with my account.", role: :user }
-          ],
-          instructions: "System instructions"
-        )
-
-        assert_equal 3, prompt.messages.size
-        assert_equal "System instructions", prompt.messages.first.content
-        assert_equal :system, prompt.messages.first.role
-        assert_equal "Hello, how can I assist you today?", prompt.messages.second.content
-        assert_equal :assistant, prompt.messages.second.role
-        assert_equal "I need help with my account.", prompt.messages.last.content
-        assert_equal :user, prompt.messages.last.role
-      end
-
-      test "to_h returns hash representation of prompt" do
-        instructions = Message.new(content: "Test instructions", role: :system)
-        message = Message.new(content: "Test message")
-        prompt = Prompt.new(
-          actions: [ "action1" ],
-          action_choice: "action1",
-          instructions: instructions.content,
-          message: message,
-          messages: [],
-          headers: { "Header-Key" => "Header-Value" },
-          context: [ "context1" ]
-        )
-        expected_hash = {
-          actions: [ "action1" ],
-          action: "action1",
-          instructions: instructions.content,
-          message: message.to_h,
-          messages: [ instructions.to_h, message.to_h ],
-          headers: { "Header-Key" => "Header-Value" },
-          context: [ "context1" ]
-        }
-
-        assert_equal expected_hash, prompt.to_h
-      end
-
-      test "add_part adds a message to parts and updates message" do
-        message = Message.new(content: "Part message", content_type: "text/plain")
-        prompt = Prompt.new(content_type: "text/plain")
-
-        prompt.add_part(message)
-
-        assert_equal message, prompt.message
-        assert_includes prompt.parts, message
-      end
-
-      test "multipart? returns true if parts are present" do
-        prompt = Prompt.new
-        assert_not prompt.multipart?
-
-        prompt.add_part(Message.new(content: "Part message"))
-        assert prompt.multipart?
-      end
-
-      test "headers method merges new headers" do
-        prompt = Prompt.new(headers: { "Existing-Key" => "Existing-Value" })
-        prompt.headers("New-Key" => "New-Value")
-
-        expected_headers = { "Existing-Key" => "Existing-Value", "New-Key" => "New-Value" }
-        assert_equal expected_headers, prompt.instance_variable_get(:@headers)
-      end
-
-      test "set_messages adds system message if instructions are present" do
-        prompt = Prompt.new(instructions: "System instructions")
-        assert_equal 1, prompt.messages.size
-        assert_equal "System instructions", prompt.messages.first.content
-        assert_equal :system, prompt.messages.first.role
-      end
-
-      test "set_message creates a user message from string" do
-        prompt = Prompt.new(message: "User message")
-        assert_equal "User message", prompt.message.content
-        assert_equal :user, prompt.message.role
-      end
-
-      test "set_message creates a user message from body if message content is blank" do
-        prompt = Prompt.new(body: "Body content", message: Message.new(content: ""))
-        assert_equal "Body content", prompt.message.content
-        assert_equal :user, prompt.message.role
-      end
-
-      test "instructions setter adds instruction to messages" do
-        prompt = Prompt.new
-        prompt.instructions = "System instructions"
-        assert_equal 1, prompt.messages.size
-        assert_equal "System instructions", prompt.messages.first.content
-        assert_equal :system, prompt.messages.first.role
-      end
-
-      test "instructions setter replace instruction if it already exists in messages" do
-        prompt = Prompt.new(instructions: "System instructions")
-        prompt.instructions = "New system instructions"
-        assert_equal 1, prompt.messages.size
-        assert_equal "New system instructions", prompt.messages.first.content
-        assert_equal :system, prompt.messages.first.role
-      end
-
-      test "instructions setter updates system message even with empty instructions" do
-        prompt = Prompt.new
-        # Prompt already has a system message with empty content
-        assert_equal 1, prompt.messages.size
-        assert_equal "", prompt.messages[0].content
-
-        # Setting empty instructions should maintain the system message
-        prompt.instructions = ""
-        assert_equal 1, prompt.messages.size
-        assert_equal "", prompt.messages[0].content
-      end
-
-      test "initializes with actions, message, and messages example" do
-        # region support_agent_prompt_initialization
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          actions: SupportAgent.new.action_schemas,
-          message: "I need help with my account.",
-          messages: [
-            { content: "Hello, how can I assist you today?", role: :assistant }
-          ]
-        )
-        # endregion support_agent_prompt_initialization
-
-        assert_equal "get_cat_image", prompt.actions.first["function"]["name"]
-        assert_equal "I need help with my account.", prompt.message.content
-        assert_equal :user, prompt.message.role
-        # Should have system message plus the provided assistant message
-        assert_equal 3, prompt.messages.size
-        assert_equal :system, prompt.messages[0].role
-        assert_equal "", prompt.messages[0].content
-        assert_equal "Hello, how can I assist you today?", prompt.messages[1].content
-        assert_equal :assistant, prompt.messages[1].role
-      end
-    end
-  end
-end
diff --git a/test/action_prompt/response_delegation_test.rb b/test/action_prompt/response_delegation_test.rb
deleted file mode 100644
index abdbfeaa..00000000
--- a/test/action_prompt/response_delegation_test.rb
+++ /dev/null
@@ -1,59 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-
-class ResponseDelegationTest < ActiveSupport::TestCase
-  class TestAgent < ActiveAgent::Base
-    def test_action
-      prompt(message: "Test message")
-    end
-
-    after_generation :check_response_access
-
-    private
-
-    def check_response_access
-      # This should work now with delegation
-      assert response.present?
-      assert_equal response, generation_provider.response
-    end
-  end
-
-  test "agent delegates response to generation_provider" do
-    agent = TestAgent.new
-
-    # Create a simple test provider that tracks response
-    test_provider = Class.new do
-      attr_accessor :response
-
-      def generate(prompt)
-        @response = ActiveAgent::GenerationProvider::Response.new(
-          prompt: prompt,
-          message: ActiveAgent::ActionPrompt::Message.new(content: "Test response", role: :assistant)
-        )
-      end
-    end.new
-
-    # Replace the generation_provider
-    agent.stub :generation_provider, test_provider do
-      # No response before generation
-      assert_nil agent.response
-
-      # Simulate generation
-      agent.instance_variable_set(:@context, ActiveAgent::ActionPrompt::Prompt.new)
-      agent.send(:perform_generation)
-
-      # Now response should be delegated from generation_provider
-      assert agent.response.present?
-      assert_equal "Test response", agent.response.message.content
-      assert_equal test_provider.response, agent.response
-    end
-  end
-
-  test "response delegation handles nil generation_provider gracefully" do
-    agent = TestAgent.new
-    agent.stub :generation_provider, nil do
-      assert_nil agent.response
-    end
-  end
-end
diff --git a/test/agents/actions_examples_test.rb b/test/agents/actions_examples_test.rb
deleted file mode 100644
index a895eb20..00000000
--- a/test/agents/actions_examples_test.rb
+++ /dev/null
@@ -1,66 +0,0 @@
-require "test_helper"
-
-class ActionsExamplesTest < ActiveSupport::TestCase
-  test "using actions to prompt the agent with a templated message" do
-    # region actions_prompt_agent_basic
-    parameterized_agent = TravelAgent.with(message: "I want to find hotels in Paris")
-    travel_prompt = parameterized_agent.search
-
-    # The search action renders a view with the search results
-    assert travel_prompt.message.content.include?("Travel Search Results")
-    # endregion actions_prompt_agent_basic
-  end
-
-  test "agent uses actions with parameters" do
-    # region actions_with_parameters
-    # Pass parameters using the with method
-    agent = TravelAgent.with(
-      message: "Book this flight",
-      flight_id: "AA456",
-      passenger_name: "Alice Johnson"
-    )
-
-    # Access parameters in the action using params
-    booking_prompt = agent.book
-    assert booking_prompt.message.content.include?("AA456")
-    assert booking_prompt.message.content.include?("Alice Johnson")
-    # endregion actions_with_parameters
-  end
-
-  test "actions with different content types" do
-    # region actions_content_types
-    # HTML content for rich UI
-    search_result = TravelAgent.with(
-      departure: "NYC",
-      destination: "London",
-      results: [ { airline: "British Airways", price: 599, departure: "9:00 AM" } ]
-    ).search
-    assert search_result.message.content.include?("Travel Search Results")
-    assert search_result.message.content.include?("British Airways")
-
-    # Text content for simple responses
-    confirm_result = TravelAgent.with(
-      confirmation_number: "ABC123",
-      passenger_name: "Test User"
-    ).confirm
-    assert confirm_result.message.content.include?("Your booking has been confirmed!")
-    assert confirm_result.message.content.include?("ABC123")
-    # endregion actions_content_types
-  end
-
-  test "using prompt_context for agent-driven generation" do
-    # region actions_prompt_context_generation
-    # Use prompt_context when you want the agent to determine actions
-    agent = TravelAgent.with(message: "I need to book a flight to Paris")
-    prompt_context = agent.prompt_context
-
-    # The agent will have access to all available actions
-    assert prompt_context.actions.is_a?(Array)
-    assert prompt_context.actions.size > 0
-    # Actions are available as function schemas
-
-    # Generate a response (in real usage)
-    # response = prompt_context.generate_now
-    # endregion actions_prompt_context_generation
-  end
-end
diff --git a/test/agents/application_agent_test.rb b/test/agents/application_agent_test.rb
deleted file mode 100644
index cc3f6771..00000000
--- a/test/agents/application_agent_test.rb
+++ /dev/null
@@ -1,69 +0,0 @@
-# test/application_agent_test.rb - additional test for embed functionality
-
-require "test_helper"
-
-class ApplicationAgentTest < ActiveSupport::TestCase
-  test "it renders a prompt with an 'Test' message" do
-    assert_equal "Test", ApplicationAgent.with(message: "Test").prompt_context.message.content
-  end
-
-  test "it renders a prompt with an plain text message" do
-    assert_equal "Test Application Agent", ApplicationAgent.with(message: "Test Application Agent").prompt_context.message.content
-  end
-
-  test "it renders a prompt with an plain text message and generates a response" do
-    VCR.use_cassette("application_agent_prompt_context_message_generation") do
-      test_response_message_content = "It seems like you're referring to a \"Test Application Agent.\" Could you please provide more details about what you need? Are you looking for information on how to create one, its functions, or specific technologies related to application testing? Let me know how I can assist you!"
-      # region application_agent_prompt_context_message_generation
-      message = "Test Application Agent"
-      prompt = ApplicationAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion application_agent_prompt_context_message_generation
-
-      doc_example_output(response)
-      assert_equal test_response_message_content, response.message.content
-    end
-  end
-
-  test "it renders a prompt with an plain text message with previous messages and generates a response" do
-    VCR.use_cassette("application_agent_loaded_context_message_generation") do
-      test_response_message_content = "Sure, I can help with that! Could you please provide me with more details about the issue you're experiencing with your account?"
-      # region application_agent_loaded_context_message_generation
-      message = "I need help with my account"
-      previous_context = ActiveAgent::ActionPrompt::Prompt.new(
-        messages: [ { content: "Hello, how can I assist you today?", role: :assistant } ],
-        instructions: "You're an application agent"
-      )
-      response = ApplicationAgent.with(message: message, messages: previous_context.messages).prompt_context.generate_now
-      # endregion application_agent_loaded_context_message_generation
-
-      doc_example_output(response)
-      assert_equal test_response_message_content, response.message.content
-    end
-  end
-
-  test "embed generates vector for message content" do
-    VCR.use_cassette("application_agent_message_embedding") do
-      message = ActiveAgent::ActionPrompt::Message.new(content: "Test content for embedding")
-      response = message.embed
-
-      assert_not_nil response
-      assert_equal message, response
-      # Assuming your provider returns a vector when embed is called
-      assert_not_nil response.content
-    end
-  end
-
-  test "embed can be called directly on an agent instance" do
-    VCR.use_cassette("application_agent_embeddings") do
-      agent = ApplicationAgent.new
-      agent.context = ActiveAgent::ActionPrompt::Prompt.new(
-        message: ActiveAgent::ActionPrompt::Message.new(content: "Test direct embedding")
-      )
-      response = agent.embed
-
-      assert_not_nil response
-      assert_instance_of ActiveAgent::GenerationProvider::Response, response
-    end
-  end
-end
diff --git a/test/agents/browser_agent_test.rb b/test/agents/browser_agent_test.rb
deleted file mode 100644
index 575b22de..00000000
--- a/test/agents/browser_agent_test.rb
+++ /dev/null
@@ -1,148 +0,0 @@
-require "test_helper"
-
-class BrowserAgentTest < ActiveSupport::TestCase
-  test "browser agent navigates to a URL using prompt_context" do
-    # Skip if Chrome/Cuprite not available
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_navigate_with_ai") do
-      # region navigate_example
-      response = BrowserAgent.with(
-        message: "Navigate to https://www.example.com and tell me what you see"
-      ).prompt_context.generate_now
-
-      assert response.message.content.present?
-      # endregion navigate_example
-
-      doc_example_output(response)
-    end
-  end
-
-  test "browser agent uses actions as tools with AI" do
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_with_ai") do
-      # region ai_browser_example
-      response = BrowserAgent.with(
-        message: "Go to https://www.example.com and extract the main heading"
-      ).prompt_context.generate_now
-
-      # Check that AI used the tools
-      assert response.prompt.messages.any? { |m| m.role == :tool }
-      assert response.message.content.present?
-      # endregion ai_browser_example
-
-      doc_example_output(response)
-    end
-  end
-
-  test "browser agent can be used directly without AI" do
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_direct_navigation") do
-      # region direct_action_example
-      # Call navigate action directly (synchronous execution)
-      navigate_response = BrowserAgent.with(
-        url: "https://www.example.com"
-      ).navigate
-
-      # The action returns a Generation object
-      assert_kind_of ActiveAgent::Generation, navigate_response
-
-      # Execute the generation
-      result = navigate_response.generate_now
-
-      assert result.message.content.include?("navigated") || result.message.content.include?("Failed") || result.message.content.include?("Example")
-      # endregion direct_action_example
-
-      doc_example_output(result)
-    end
-  end
-
-  test "browser agent researches a topic on Wikipedia" do
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_wikipedia_research") do
-      # region wikipedia_research_example
-      response = BrowserAgent.with(
-        message: "Research the Apollo 11 moon landing mission. Start at the main Wikipedia article, then:
-                  1) Extract the main content to get an overview
-                  2) Find and follow links to learn about the crew members (Neil Armstrong, Buzz Aldrin, Michael Collins)
-                  3) Take screenshots of important pages
-                  4) Extract key dates, mission objectives, and historical significance
-                  5) Look for related missions or events by exploring relevant links
-                  Please provide a comprehensive summary with details about the mission, crew, and its impact on space exploration.",
-        url: "https://en.wikipedia.org/wiki/Apollo_11"
-      ).prompt_context.generate_now
-
-      # The agent should navigate to Wikipedia and gather information
-      assert response.message.content.present?
-      assert response.message.content.downcase.include?("apollo") ||
-        response.message.content.downcase.include?("moon") ||
-        response.message.content.downcase.include?("armstrong") ||
-        response.message.content.downcase.include?("nasa")
-
-      # Check that multiple tools were used
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-      assert tool_messages.any?, "Should have used tools"
-
-      # Check for variety in tool usage (the agent should use multiple different tools)
-      assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
-      tool_names = []
-      assistant_messages.each do |msg|
-        if msg.requested_actions&.any?
-          tool_names.concat(msg.requested_actions.map(&:name))
-        end
-      end
-      tool_names.uniq!
-
-      assert tool_names.length > 2, "Should use at least 3 different tools for comprehensive research"
-      # endregion wikipedia_research_example
-
-      doc_example_output(response)
-    end
-  end
-
-  test "browser agent takes area screenshot" do
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_area_screenshot") do
-      # region area_screenshot_example
-      response = BrowserAgent.with(
-        message: "Navigate to https://www.example.com and take a screenshot of just the header area (top 200 pixels)"
-      ).prompt_context.generate_now
-
-      assert response.message.content.present?
-
-      # Check that screenshot tool was used
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-      assert tool_messages.any? { |m| m.content.include?("screenshot") }, "Should have taken a screenshot"
-      # endregion area_screenshot_example
-
-      doc_example_output(response)
-    end
-  end
-
-  test "browser agent auto-crops main content" do
-    skip "Cuprite/Chrome not configured for CI" if ENV["CI"]
-
-    VCR.use_cassette("browser_agent_main_content_crop") do
-      # region main_content_crop_example
-      response = BrowserAgent.with(
-        message: "Navigate to Wikipedia's Apollo 11 page and take a screenshot of the main content (should automatically exclude navigation/header)"
-      ).prompt_context.generate_now
-
-      assert response.message.content.present?
-
-      # Check that screenshot was taken
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-      assert tool_messages.any? { |m| m.content.include?("screenshot") }, "Should have taken a screenshot"
-
-      # Check that the agent navigated to Wikipedia
-      assert tool_messages.any? { |m| m.content.include?("wikipedia") }, "Should have navigated to Wikipedia"
-      # endregion main_content_crop_example
-
-      doc_example_output(response)
-    end
-  end
-end
diff --git a/test/agents/builtin_tools_doc_test.rb b/test/agents/builtin_tools_doc_test.rb
deleted file mode 100644
index a068970e..00000000
--- a/test/agents/builtin_tools_doc_test.rb
+++ /dev/null
@@ -1,115 +0,0 @@
-require "test_helper"
-require_relative "../dummy/app/agents/web_search_agent"
-require_relative "../dummy/app/agents/multimodal_agent"
-
-class BuiltinToolsDocTest < ActiveSupport::TestCase
-  # region web_search_example
-  test "web search with responses API example" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("doc_web_search_responses") do
-      generation = WebSearchAgent.with(
-        query: "Latest Ruby on Rails 8 features",
-        context_size: "high"
-      ).search_with_tools
-
-      result = generation.generate_now
-
-      # The response includes web search results
-      assert result.message.content.present?
-      assert result.message.content.include?("Rails")
-
-      doc_example_output(result)
-    end
-  end
-  # endregion web_search_example
-
-  # region image_generation_example
-  test "image generation with responses API example" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("doc_image_generation") do
-      generation = MultimodalAgent.with(
-        description: "A serene landscape with mountains and a lake at sunset",
-        size: "1024x1024",
-        quality: "high"
-      ).create_image
-
-      result = generation.generate_now
-
-      # The response includes the generated image
-      assert result.message.content.present?
-
-      doc_example_output(result)
-    end
-  end
-  # endregion image_generation_example
-
-  # region combined_tools_example
-  test "combining multiple built-in tools example" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("doc_combined_tools") do
-      generation = MultimodalAgent.with(
-        topic: "Climate Change Impact",
-        style: "modern"
-      ).create_infographic
-
-      result = generation.generate_now
-
-      # The response uses both web search and image generation
-      assert result.message.content.present?
-
-      doc_example_output(result)
-    end
-  end
-  # endregion combined_tools_example
-
-  # region tool_configuration_example
-  test "tool configuration in prompt options" do
-    # Example showing how to configure built-in tools
-    tools_config = [
-      {
-        type: "web_search_preview",
-        search_context_size: "high",
-        user_location: {
-          country: "US",
-          city: "San Francisco"
-        }
-      },
-      {
-        type: "image_generation",
-        size: "1024x1024",
-        quality: "high",
-        format: "png"
-      },
-      {
-        type: "mcp",
-        server_label: "GitHub",
-        server_url: "https://api.githubcopilot.com/mcp/",
-        require_approval: "never"
-      }
-    ]
-
-    # Show how the options would be passed to prompt
-    example_options = {
-      use_responses_api: true,
-      model: "gpt-5",
-      tools: tools_config
-    }
-
-    # Verify the configuration structure
-    assert example_options[:tools].is_a?(Array)
-    assert_equal 3, example_options[:tools].length
-    assert_equal "web_search_preview", example_options[:tools][0][:type]
-    assert_equal "image_generation", example_options[:tools][1][:type]
-    assert_equal "mcp", example_options[:tools][2][:type]
-
-    doc_example_output({
-      description: "Example configuration for built-in tools in prompt options",
-      options: example_options,
-      tools_configured: tools_config
-    })
-  end
-  # endregion tool_configuration_example
-end
diff --git a/test/agents/callback_agent_test.rb b/test/agents/callback_agent_test.rb
deleted file mode 100644
index 2ba28a42..00000000
--- a/test/agents/callback_agent_test.rb
+++ /dev/null
@@ -1,54 +0,0 @@
-require "test_helper"
-
-class CallbackAgentTest < ActiveSupport::TestCase
-  # Create a test agent with callbacks for documentation
-  class TestCallbackAgent < ApplicationAgent
-    attr_accessor :context_set, :response_processed
-
-    # region callback_agent_before_action
-    before_action :set_context
-
-    private
-    def set_context
-      # Logic to set the context for the action
-      @context_set = true
-      prompt_context.instructions = "Context has been set"
-    end
-    # endregion callback_agent_before_action
-  end
-
-  class TestGenerationCallbackAgent < ApplicationAgent
-    attr_accessor :response_data
-
-    # region callback_agent_after_generation
-    after_generation :process_response
-
-    private
-    def process_response
-      # Access the generation provider response
-      @response_data = generation_provider.response
-    end
-    # endregion callback_agent_after_generation
-  end
-
-  test "before_action callback is executed before prompt generation" do
-    agent = TestCallbackAgent.new
-    agent.params = { message: "Test" }
-
-    # Process the agent to trigger callbacks
-    agent.process(:prompt_context)
-
-    assert agent.context_set, "before_action callback should set context"
-  end
-
-  test "after_generation callback is executed after response generation" do
-    VCR.use_cassette("callback_agent_after_generation") do
-      response = TestGenerationCallbackAgent.with(message: "Test callback").prompt_context.generate_now
-
-      # The after_generation callback should have access to the response
-      # This demonstrates the callback pattern even though we can't directly test it
-      assert_not_nil response
-      assert_not_nil response.message.content
-    end
-  end
-end
diff --git a/test/agents/concern_tools_test.rb b/test/agents/concern_tools_test.rb
deleted file mode 100644
index a0a5ec7e..00000000
--- a/test/agents/concern_tools_test.rb
+++ /dev/null
@@ -1,164 +0,0 @@
-require "test_helper"
-require_relative "../dummy/app/agents/research_agent"
-require_relative "../dummy/app/agents/concerns/research_tools"
-
-class ConcernToolsTest < ActiveSupport::TestCase
-  setup do
-    @agent = ResearchAgent.new
-  end
-
-  test "research agent includes concern actions as available tools" do
-    # The concern adds these actions which should be available as tools
-    expected_actions = [
-      "search_academic_papers",
-      "analyze_research_data",
-      "generate_research_visualization",
-      "search_with_mcp_sources"
-    ]
-
-    agent_actions = @agent.action_methods
-    expected_actions.each do |action|
-      assert_includes agent_actions, action, "Expected #{action} to be available from concern"
-    end
-  end
-
-  test "concern can add built-in tools for responses API" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("concern_web_search_responses_api") do
-      # When using responses API with multimodal content
-      # Use the search_academic_papers action from the concern
-      generation = ResearchAgent.with(
-        query: "latest research on large language models",
-        year_from: 2024,
-        year_to: 2025,
-        field: "AI"
-      ).search_academic_papers
-
-      response = generation.generate_now
-
-      assert response.message.content.present?
-    end
-  end
-
-  test "concern can configure web search for chat completions API" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("concern_web_search_chat_api") do
-      # When using chat API with web search model
-      # Use the comprehensive_research action which builds tools dynamically
-      generation = ResearchAgent.with(
-        topic: "latest research on large language models",
-        depth: "detailed"
-      ).comprehensive_research
-
-      response = generation.generate_now
-
-      assert response.message.content.present?
-    end
-  end
-
-  test "concern supports MCP tools only in responses API" do
-    skip "Requires API credentials" unless has_openai_credentials?
-
-    VCR.use_cassette("concern_mcp_tools") do
-      # MCP is only supported in Responses API
-      # Use the search_with_mcp_sources action from the concern
-      generation = ResearchAgent.with(
-        query: "Ruby on Rails best practices",
-        sources: [ "github" ]
-      ).search_with_mcp_sources
-
-      response = generation.generate_now
-
-      assert response.message.content.present?
-    end
-  end
-
-  test "concern actions work with both chat and responses API" do
-    # Test that the same action can work with different APIs
-
-    # Test with Chat Completions API (function calling)
-    chat_prompt = ActiveAgent::ActionPrompt::Prompt.new
-    chat_prompt.options = { model: "gpt-4o" }
-    chat_prompt.actions = @agent.action_schemas  # Function schemas
-
-    assert chat_prompt.actions.any? { |a| a["function"]["name"] == "search_academic_papers" }
-
-    # Test with Responses API (can use built-in tools)
-    responses_prompt = ActiveAgent::ActionPrompt::Prompt.new
-    responses_prompt.options = {
-      model: "gpt-5",
-      use_responses_api: true,
-      tools: [
-        { type: "web_search_preview" },
-        { type: "image_generation" }
-      ]
-    }
-
-    # Should have both function tools and built-in tools
-    assert responses_prompt.options[:tools].any? { |t| t[:type] == "web_search_preview" }
-    assert responses_prompt.options[:tools].any? { |t| t[:type] == "image_generation" }
-  end
-
-  test "concern can dynamically configure tools based on context" do
-    # The concern can decide which tools to include based on parameters
-
-    # The ResearchAgent.comprehensive_research method should configure tools dynamically
-    # based on the depth parameter. We verify this by checking that the agent
-    # has the method and that it accepts the expected parameters.
-
-    agent = ResearchAgent.new
-    assert agent.respond_to?(:comprehensive_research)
-
-    # Verify the agent has access to the tool configuration methods
-    assert ResearchAgent.research_tools_config[:enable_web_search]
-    assert ResearchAgent.research_tools_config[:mcp_servers].present?
-  end
-
-  test "concern configuration is inherited at class level" do
-    # ResearchAgent configured with specific settings
-    assert ResearchAgent.research_tools_config[:enable_web_search]
-    assert_equal [ "arxiv", "github" ], ResearchAgent.research_tools_config[:mcp_servers]
-    assert_equal "high", ResearchAgent.research_tools_config[:default_search_context]
-  end
-
-  test "multiple concerns can add different tool types" do
-    # Create an agent with multiple concerns
-    class MultiToolAgent < ApplicationAgent
-      include ResearchTools
-      # Could include other tool concerns like ImageTools, DataTools, etc.
-
-      generate_with :openai, model: "gpt-4o"
-    end
-
-    agent = MultiToolAgent.new
-
-    # Should have all actions from all concerns
-    assert agent.respond_to?(:search_academic_papers)
-    assert agent.respond_to?(:analyze_research_data)
-    assert agent.respond_to?(:generate_research_visualization)
-  end
-
-  test "concern tools respect API limitations" do
-    # Test that we don't try to use unsupported features
-
-    # MCP should not be available in Chat API
-    chat_prompt = ActiveAgent::ActionPrompt::Prompt.new
-    chat_prompt.options = {
-      model: "gpt-4o",  # Regular chat model
-      tools: [
-        { type: "mcp", server_url: "https://example.com" }  # This won't work
-      ]
-    }
-
-    # Provider should filter out MCP for chat API
-    provider = ActiveAgent::GenerationProvider::OpenAIProvider.new({ "model" => "gpt-4o" })
-    provider.instance_variable_set(:@prompt, chat_prompt)
-
-    # When using chat API, MCP tools should not be included
-    # This test verifies that the configuration is set up correctly
-    assert chat_prompt.options[:model] == "gpt-4o"
-    assert chat_prompt.options[:tools].any? { |t| t[:type] == "mcp" }
-  end
-end
diff --git a/test/agents/configuration_precedence_test.rb b/test/agents/configuration_precedence_test.rb
deleted file mode 100644
index 485022c6..00000000
--- a/test/agents/configuration_precedence_test.rb
+++ /dev/null
@@ -1,266 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/open_router_provider"
-
-class ConfigurationPrecedenceTest < ActiveSupport::TestCase
-  # region test_configuration_precedence
-  test "validates configuration precedence: runtime > agent > config" do
-    # Step 1: Set up config-level options (lowest priority)
-    # This would normally be in config/active_agent.yml
-    config_options = {
-      "service" => "OpenRouter",
-      "model" => "config-model",
-      "temperature" => 0.1,
-      "max_tokens" => 100,
-      "data_collection" => "allow"
-    }
-
-    # Create a mock provider that exposes its config for testing
-    mock_provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(config_options)
-
-    # Step 2: Create agent with generate_with options (medium priority)
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "agent-model",
-        temperature: 0.5,
-        data_collection: "deny"
-      # Note: max_tokens not specified here, should fall back to config
-    end
-
-    agent = agent_class.new
-
-    # Step 3: Call prompt with runtime options (highest priority)
-    prompt_context = agent.prompt(
-      message: "test",
-      options: {
-        temperature: 0.9,  # Override both agent and config
-        max_tokens: 500    # Override config (agent didn't specify)
-        # Note: model not specified, should use agent-model
-        # Note: data_collection not specified, should use deny from agent
-      }
-    )
-
-    # Verify the merged options follow correct precedence
-    merged_options = prompt_context.options
-
-    # Runtime options win when specified
-    assert_equal 0.9, merged_options[:temperature], "Runtime temperature should override agent and config"
-    assert_equal 500, merged_options[:max_tokens], "Runtime max_tokens should override config"
-
-    # Agent options win over config when runtime not specified
-    assert_equal "agent-model", merged_options[:model], "Agent model should override config when runtime not specified"
-    assert_equal "deny", merged_options[:data_collection], "Agent data_collection should override config when runtime not specified"
-  end
-  # endregion test_configuration_precedence
-
-  # region runtime_options_override
-  test "runtime options override everything" do
-    # Create agent with all levels configured
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "gpt-4",
-        temperature: 0.5,
-        max_tokens: 1000,
-        data_collection: "deny"
-    end
-
-    agent = agent_class.new
-
-    # Runtime options should override everything
-    prompt_context = agent.prompt(
-      message: "test",
-      options: {
-        model: "runtime-model",
-        temperature: 0.99,
-        max_tokens: 2000,
-        data_collection: [ "OpenAI", "Google" ]
-      }
-    )
-
-    options = prompt_context.options
-    assert_equal "runtime-model", options[:model]
-    assert_equal 0.99, options[:temperature]
-    assert_equal 2000, options[:max_tokens]
-    assert_equal [ "OpenAI", "Google" ], options[:data_collection]
-  end
-  # endregion runtime_options_override
-
-  # region agent_overrides_config
-  test "agent options override config options" do
-    # Create agent with generate_with options
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "agent-override-model",
-        temperature: 0.7
-    end
-
-    agent = agent_class.new
-
-    # Call prompt without runtime options
-    prompt_context = agent.prompt(message: "test")
-
-    options = prompt_context.options
-    assert_equal "agent-override-model", options[:model]
-    assert_equal 0.7, options[:temperature]
-  end
-  # endregion agent_overrides_config
-
-  test "config options are used as fallback" do
-    # Create a basic agent that inherits from ActiveAgent::Base instead of ApplicationAgent
-    # to avoid getting ApplicationAgent's default model
-    agent_class = Class.new(ActiveAgent::Base) do
-      generate_with :open_router
-    end
-
-    agent = agent_class.new
-    provider = agent.send(:generation_provider)
-
-    # Get the config values
-    config = provider.instance_variable_get(:@config)
-
-    # The test config should have model = "qwen/qwen3-30b-a3b:free"
-    assert_equal "qwen/qwen3-30b-a3b:free", config["model"], "Config should have the test model"
-
-    # Call prompt without any overrides
-    prompt_context = agent.prompt(message: "test")
-
-    # Get config_options from the provider to verify they're loaded
-    config_options = provider.config
-
-    # Should fall back to config values - but options might not directly reflect config
-    # because merge_options filters what gets included
-    options = prompt_context.options
-
-    # Since no agent-level or runtime model is specified, we should see the config model
-    # However, the actual behavior may vary based on how options are merged
-    # Document the actual behavior
-    if options[:model]
-      assert_includes [ "qwen/qwen3-30b-a3b:free", nil ], options[:model]
-    end
-  end
-
-  # region nil_values_dont_override
-  test "nil runtime values don't override" do
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "agent-model",
-        temperature: 0.5
-    end
-
-    agent = agent_class.new
-
-    # Pass nil values in runtime options
-    prompt_context = agent.prompt(
-      message: "test",
-      options: {
-        model: nil,
-        temperature: nil,
-        max_tokens: 999  # Non-nil value should work
-      }
-    )
-
-    options = prompt_context.options
-
-    # Nil values should not override
-    assert_equal "agent-model", options[:model]
-    assert_equal 0.5, options[:temperature]
-
-    # Non-nil value should override
-    assert_equal 999, options[:max_tokens]
-  end
-  # endregion nil_values_dont_override
-
-  test "explicit options parameter in prompt" do
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "agent-model",
-        temperature: 0.5
-    end
-
-    agent = agent_class.new
-
-    # Test with explicit options parameter
-    prompt_context = agent.prompt(
-      message: "test",
-      options: {
-        options: {
-          custom_param: "custom_value"
-        },
-        temperature: 0.8  # This is a runtime option
-      }
-    )
-
-    options = prompt_context.options
-
-    # Runtime option should work
-    assert_equal 0.8, options[:temperature]
-
-    # Custom param from explicit options should be included
-    assert_equal "custom_value", options[:custom_param]
-  end
-
-  # region test_data_collection_precedence
-  test "data_collection follows precedence rules" do
-    # 1. Config level (lowest priority)
-    config_with_allow = {
-      "service" => "OpenRouter",
-      "model" => "openai/gpt-4o",
-      "data_collection" => "allow"
-    }
-
-    # 2. Agent level with generate_with (medium priority)
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o",
-        data_collection: "deny"  # Override config
-    end
-
-    agent = agent_class.new
-    provider = agent.send(:generation_provider)
-
-    # Test without runtime override - should use agent level "deny"
-    prompt_without_runtime = agent.prompt(message: "test")
-    provider.instance_variable_set(:@prompt, prompt_without_runtime)
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal "deny", prefs[:data_collection], "Agent-level data_collection should override config"
-
-    # 3. Runtime level (highest priority)
-    prompt_with_runtime = agent.prompt(
-      message: "test",
-      options: {
-        data_collection: [ "OpenAI" ]  # Override both agent and config
-      }
-    )
-    provider.instance_variable_set(:@prompt, prompt_with_runtime)
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal [ "OpenAI" ], prefs[:data_collection], "Runtime data_collection should override everything"
-  end
-  # endregion test_data_collection_precedence
-
-  test "parent class options are inherited" do
-    # Create a parent agent with some options
-    parent_class = Class.new(ActiveAgent::Base) do
-      generate_with :open_router,
-        model: "parent-model",
-        temperature: 0.3
-    end
-
-    # Create child agent that overrides some options
-    child_class = Class.new(parent_class) do
-      generate_with :open_router,
-        temperature: 0.6  # Override parent
-      # model not specified, should inherit from parent
-    end
-
-    agent = child_class.new
-
-    # The child's options should include parent options
-    prompt_context = agent.prompt(message: "test")
-    options = prompt_context.options
-
-    # Child override should win
-    assert_equal 0.6, options[:temperature]
-
-    # Parent model might be inherited depending on implementation
-    # This test documents the actual behavior
-  end
-end
diff --git a/test/agents/data_collection_override_test.rb b/test/agents/data_collection_override_test.rb
deleted file mode 100644
index 60ec9892..00000000
--- a/test/agents/data_collection_override_test.rb
+++ /dev/null
@@ -1,77 +0,0 @@
-require "test_helper"
-
-class DataCollectionOverrideTest < ActiveSupport::TestCase
-  test "runtime data_collection overrides configuration" do
-    # Create an agent with default "allow" configuration
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o-mini"
-    end
-
-    agent = agent_class.new
-    provider = agent.send(:generation_provider)
-
-    # Verify it's an OpenRouter provider
-    assert_kind_of ActiveAgent::GenerationProvider::OpenRouterProvider, provider
-
-    # Create a prompt with runtime override to "deny"
-    prompt_context = agent.prompt(
-      message: "test message",
-      options: { data_collection: "deny" }
-    )
-
-    # Set the prompt on the provider
-    provider.instance_variable_set(:@prompt, prompt_context)
-
-    # Verify runtime override takes precedence
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal "deny", prefs[:data_collection]
-  end
-
-  test "runtime data_collection with selective providers" do
-    # Create an agent with "deny" configuration
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o-mini",
-        data_collection: "deny"
-    end
-
-    agent = agent_class.new
-    provider = agent.send(:generation_provider)
-
-    # Create a prompt with runtime override to selective providers
-    prompt_context = agent.prompt(
-      message: "test message",
-      options: { data_collection: [ "OpenAI", "Google" ] }
-    )
-
-    # Set the prompt on the provider
-    provider.instance_variable_set(:@prompt, prompt_context)
-
-    # Verify runtime override with array of providers
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal [ "OpenAI", "Google" ], prefs[:data_collection]
-  end
-
-  test "no runtime override uses configured value" do
-    # Create an agent with "deny" configuration
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o-mini",
-        data_collection: "deny"
-    end
-
-    agent = agent_class.new
-    provider = agent.send(:generation_provider)
-
-    # Create a prompt without data_collection override
-    prompt_context = agent.prompt(message: "test message")
-
-    # Set the prompt on the provider
-    provider.instance_variable_set(:@prompt, prompt_context)
-
-    # Verify configured value is used
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal "deny", prefs[:data_collection]
-  end
-end
diff --git a/test/agents/data_extraction_agent_test.rb b/test/agents/data_extraction_agent_test.rb
deleted file mode 100644
index 8bc1e8b0..00000000
--- a/test/agents/data_extraction_agent_test.rb
+++ /dev/null
@@ -1,163 +0,0 @@
-require "test_helper"
-
-class DataExtractionAgentTest < ActiveSupport::TestCase
-  test "describe_cat_image creates a multimodal prompt with image and text content" do
-    prompt = nil
-    VCR.use_cassette("data_extraction_agent_describe_cat_image") do
-      # region data_extraction_agent_describe_cat_image
-      prompt = DataExtractionAgent.describe_cat_image
-      # endregion data_extraction_agent_describe_cat_image
-
-      assert_equal "multipart/mixed", prompt.content_type
-      assert prompt.multimodal?
-      assert prompt.message.content.is_a?(Array)
-      assert_equal 2, prompt.message.content.size
-    end
-
-    VCR.use_cassette("data_extraction_agent_describe_cat_image_generation_response") do
-      # region data_extraction_agent_describe_cat_image_response
-      response = prompt.generate_now
-      # endregion data_extraction_agent_describe_cat_image_response
-      doc_example_output(response)
-      expected_response = "The cat in the image appears to have a primarily dark gray coat with a white patch on its chest. It has a curious expression and is positioned in a relaxed manner. The background suggests a cozy indoor environment, possibly with soft bedding and other household items visible."
-      assert_equal expected_response, response.message.content
-    end
-  end
-
-  test "parse_resume creates a multimodal prompt with file data" do
-    prompt = nil
-    VCR.use_cassette("data_extraction_agent_parse_resume") do
-      sample_resume_path = Rails.root.join("..", "..", "test", "fixtures", "files", "sample_resume.pdf")
-      # region data_extraction_agent_parse_resume
-      prompt = DataExtractionAgent.with(
-        output_schema: :resume_schema,
-        file_path: sample_resume_path
-      ).parse_content
-      # endregion data_extraction_agent_parse_resume
-
-      assert_equal "multipart/mixed", prompt.content_type
-      assert prompt.multimodal?
-      assert prompt.message.content.is_a?(Array)
-      assert_equal 2, prompt.message.content.size
-    end
-
-    VCR.use_cassette("data_extraction_agent_parse_resume_generation_response") do
-      response = prompt.generate_now
-      doc_example_output(response)
-
-      # When output_schema IS present (:resume_schema), content is auto-parsed
-      assert response.message.content.is_a?(Hash)
-      assert response.message.content["name"].include?("John Doe")
-      assert response.message.content["experience"].any? { |exp| exp["job_title"].include?("Software Engineer") }
-    end
-  end
-
-  test "parse_resume creates a multimodal prompt with file data with structured output schema" do
-    prompt = nil
-    VCR.use_cassette("data_extraction_agent_parse_resume_with_structured_output") do
-      # region data_extraction_agent_parse_resume_with_structured_output
-      prompt = DataExtractionAgent.with(
-        output_schema: :resume_schema,
-        file_path: Rails.root.join("..", "..", "test", "fixtures", "files", "sample_resume.pdf")
-      ).parse_content
-      # endregion data_extraction_agent_parse_resume_with_structured_output
-
-      assert_equal "multipart/mixed", prompt.content_type
-      assert prompt.multimodal?, "Prompt should be multimodal with file data"
-      assert prompt.message.content.is_a?(Array), "Prompt message content should be an array for multimodal support"
-      assert_equal 2, prompt.message.content.size
-    end
-
-    VCR.use_cassette("data_extraction_agent_parse_resume_generation_response_with_structured_output") do
-      # region data_extraction_agent_parse_resume_with_structured_output_response
-      response = prompt.generate_now
-      # endregion data_extraction_agent_parse_resume_with_structured_output_response
-      # region data_extraction_agent_parse_resume_with_structured_output_json
-      # When output_schema is present, content is already parsed
-      json_response = response.message.content
-      # endregion data_extraction_agent_parse_resume_with_structured_output_json
-      doc_example_output(response)
-      doc_example_output(json_response, "parse-resume-json-response")
-
-      assert_equal "application/json", response.message.content_type
-      assert_equal "resume_schema", response.prompt.output_schema["format"]["name"]
-      assert_equal json_response["name"], "John Doe"
-      assert_equal json_response["email"], "john.doe@example.com"
-      # Verify raw_content contains the JSON string
-      assert_equal response.message.raw_content, "{\"name\":\"John Doe\",\"email\":\"john.doe@example.com\",\"phone\":\"(555) 123-4567\",\"education\":[{\"degree\":\"BS Computer Science\",\"institution\":\"Stanford University\",\"year\":2020}],\"experience\":[{\"job_title\":\"Senior Software Engineer\",\"company\":\"TechCorp\",\"duration\":\"2020-2024\"}]}"
-      # Verify parsed content
-      assert json_response["name"].include?("John Doe")
-      assert json_response["experience"].any? { |exp| exp["job_title"].include?("Software Engineer") }
-    end
-  end
-
-  test "parse_chart content from image data" do
-    prompt = nil
-    VCR.use_cassette("data_extraction_agent_parse_chart") do
-      sales_chart_path = Rails.root.join("..", "..", "test", "fixtures", "images", "sales_chart.png")
-      # region data_extraction_agent_parse_chart
-      prompt = DataExtractionAgent.with(
-        image_path: sales_chart_path
-      ).parse_content
-      # endregion data_extraction_agent_parse_chart
-
-      assert_equal "multipart/mixed", prompt.content_type
-      assert prompt.multimodal?, "Prompt should be multimodal with image data"
-      assert prompt.message.content.is_a?(Array)
-      assert_equal 2, prompt.message.content.size
-    end
-
-    VCR.use_cassette("data_extraction_agent_parse_chart_generation_response") do
-      response = prompt.generate_now
-      doc_example_output(response)
-      expected_response = "The image is a bar chart titled \"Quarterly Sales Report\" that displays sales revenue for the year 2024 by quarter. \n\n- **Y-axis** represents sales revenue in thousands of dollars, ranging from $0 to $100,000.\n- **X-axis** lists the four quarters: Q1, Q2, Q3, and Q4.\n\nThe bars are colored as follows:\n- Q1: Blue\n- Q2: Green\n- Q3: Yellow\n- Q4: Red\n\nThe heights of the bars indicate the sales revenue for each quarter, with Q4 showing the highest revenue."
-      assert_equal expected_response, response.message.content
-    end
-  end
-
-  test "parse_chart content from image data with structured output schema" do
-    prompt = nil
-    VCR.use_cassette("data_extraction_agent_parse_chart_with_structured_output") do
-      sales_chart_path = Rails.root.join("..", "..", "test", "fixtures", "images", "sales_chart.png")
-      # region data_extraction_agent_parse_chart_with_structured_output
-      prompt = DataExtractionAgent.with(
-        output_schema: :chart_schema,
-        image_path: sales_chart_path
-      ).parse_content
-      # endregion data_extraction_agent_parse_chart_with_structured_output
-
-      assert_equal "multipart/mixed", prompt.content_type
-      assert prompt.multimodal?, "Prompt should be multimodal with image data"
-      assert prompt.message.content.is_a?(Array)
-      assert_equal 2, prompt.message.content.size
-    end
-
-    VCR.use_cassette("data_extraction_agent_parse_chart_generation_response_with_structured_output") do
-      # region data_extraction_agent_parse_chart_with_structured_output_response
-      response = prompt.generate_now
-      # endregion data_extraction_agent_parse_chart_with_structured_output_response
-
-      # region data_extraction_agent_parse_chart_with_structured_output_json
-      # When output_schema is present, content is already parsed
-      json_response = response.message.content
-      # endregion data_extraction_agent_parse_chart_with_structured_output_json
-
-      doc_example_output(response)
-      doc_example_output(json_response, "parse-chart-json-response")
-      assert_equal "application/json", response.message.content_type
-
-      assert_equal "chart_schema", response.prompt.output_schema["format"]["name"]
-
-      assert_equal json_response["title"], "Quarterly Sales Report"
-      assert json_response["data_points"].is_a?(Array), "Data points should be an array"
-      assert_equal json_response["data_points"].first["label"], "Q1"
-      assert_equal json_response["data_points"].first["value"], 25000
-      assert_equal json_response["data_points"][1]["label"], "Q2"
-      assert_equal json_response["data_points"][1]["value"], 50000
-      assert_equal json_response["data_points"][2]["label"], "Q3"
-      assert_equal json_response["data_points"][2]["value"], 75000
-      assert_equal json_response["data_points"].last["label"], "Q4"
-      assert_equal json_response["data_points"].last["value"], 100000
-    end
-  end
-end
diff --git a/test/agents/embedding_agent_test.rb b/test/agents/embedding_agent_test.rb
deleted file mode 100644
index 7ca578d8..00000000
--- a/test/agents/embedding_agent_test.rb
+++ /dev/null
@@ -1,285 +0,0 @@
-require "test_helper"
-
-class EmbeddingAgentTest < ActiveSupport::TestCase
-  # region embedding_sync_generation
-  test "generates embeddings synchronously with embed_now" do
-    VCR.use_cassette("embedding_agent_sync") do
-      # Create a generation for embedding
-      generation = ApplicationAgent.with(
-        message: "The quick brown fox jumps over the lazy dog"
-      ).prompt_context
-
-      # Generate embedding synchronously
-      response = generation.embed_now
-
-      # Extract embedding vector
-      embedding_vector = response.message.content
-
-      assert_kind_of Array, embedding_vector
-      assert embedding_vector.all? { |v| v.is_a?(Float) }
-      assert_includes [ 1536, 3072 ], embedding_vector.size  # OpenAI dimensions vary by model
-
-      # Document the example
-      doc_example_output(response)
-
-      embedding_vector
-    end
-  end
-  # endregion embedding_sync_generation
-
-  # region embedding_async_generation
-  test "generates embeddings asynchronously with embed_later" do
-    # Create a generation for async embedding
-    generation = ApplicationAgent.with(
-      message: "Artificial intelligence is transforming technology"
-    ).prompt_context
-
-    # Mock the enqueue_generation private method
-    generation.instance_eval do
-      def enqueue_generation(method, options = {})
-        @enqueue_called = true
-        @enqueue_method = method
-        @enqueue_options = options
-        true
-      end
-
-      def enqueue_called?
-        @enqueue_called
-      end
-
-      def enqueue_method
-        @enqueue_method
-      end
-
-      def enqueue_options
-        @enqueue_options
-      end
-    end
-
-    # Queue embedding for background processing
-    result = generation.embed_later(
-      priority: :low,
-      queue: :embeddings
-    )
-
-    assert result
-    assert generation.enqueue_called?
-    assert_equal :embed_now, generation.enqueue_method
-    assert_equal({ priority: :low, queue: :embeddings }, generation.enqueue_options)
-  end
-  # endregion embedding_async_generation
-
-  # region embedding_with_callbacks
-  test "processes embeddings with callbacks" do
-    VCR.use_cassette("embedding_agent_callbacks") do
-      # Create a custom agent with embedding callbacks
-      custom_agent_class = Class.new(ApplicationAgent) do
-        attr_accessor :before_embedding_called, :after_embedding_called
-
-        before_embedding :track_before
-        after_embedding :track_after
-
-        def track_before
-          self.before_embedding_called = true
-        end
-
-        def track_after
-          self.after_embedding_called = true
-        end
-      end
-
-      # Generate embedding with callbacks
-      generation = custom_agent_class.with(
-        message: "Testing embedding callbacks"
-      ).prompt_context
-
-      agent = generation.send(:processed_agent)
-      response = generation.embed_now
-
-      assert agent.before_embedding_called
-      assert agent.after_embedding_called
-      assert_not_nil response.message.content
-
-      doc_example_output(response)
-    end
-  end
-  # endregion embedding_with_callbacks
-
-  # region embedding_similarity_search
-  test "performs similarity search with embeddings" do
-    VCR.use_cassette("embedding_similarity_search") do
-      documents = [
-        "The cat sat on the mat",
-        "Dogs are loyal companions",
-        "Machine learning is a subset of AI",
-        "The feline rested on the rug"
-      ]
-
-      # Generate embeddings for all documents
-      embeddings = documents.map do |doc|
-        generation = ApplicationAgent.with(message: doc).prompt_context
-        generation.embed_now.message.content
-      end
-
-      # Query embedding
-      query = "cat on mat"
-      query_generation = ApplicationAgent.with(message: query).prompt_context
-      query_embedding = query_generation.embed_now.message.content
-
-      # Calculate cosine similarities
-      similarities = embeddings.map.with_index do |embedding, index|
-        similarity = cosine_similarity(query_embedding, embedding)
-        { document: documents[index], similarity: similarity }
-      end
-
-      # Sort by similarity
-      results = similarities.sort_by { |s| -s[:similarity] }
-
-      # Most similar should be the cat/mat documents
-      assert_equal "The cat sat on the mat", results.first[:document]
-      assert results.first[:similarity] > 0.5, "Similarity should be > 0.5, got #{results.first[:similarity]}"
-
-      # Document the results
-      doc_example_output(results.first(2))
-    end
-  end
-  # endregion embedding_similarity_search
-
-  # region embedding_dimension_test
-  test "verifies embedding dimensions for different models" do
-    VCR.use_cassette("embedding_dimensions") do
-      # Test with default model (usually text-embedding-3-small or ada-002)
-      generation = ApplicationAgent.with(
-        message: "Testing embedding dimensions"
-      ).prompt_context
-
-      response = generation.embed_now
-      embedding = response.message.content
-
-      # Most OpenAI models return 1536 dimensions by default
-      assert_includes [ 1536, 3072 ], embedding.size
-
-      doc_example_output({
-        model: "default",
-        dimensions: embedding.size,
-        sample: embedding[0..4]
-      })
-    end
-  end
-  # endregion embedding_dimension_test
-
-  # region embedding_openai_model_config
-  test "uses configured OpenAI embedding model" do
-    VCR.use_cassette("embedding_openai_model") do
-      # Create agent with specific OpenAI model configuration
-      custom_agent_class = Class.new(ApplicationAgent) do
-        generate_with :openai,
-          model: "gpt-4o",
-          embedding_model: "text-embedding-3-small"
-      end
-
-      generation = custom_agent_class.with(
-        message: "Testing OpenAI embedding model configuration"
-      ).prompt_context
-
-      response = generation.embed_now
-      embedding = response.message.content
-
-      # text-embedding-3-small can have different dimensions depending on truncation
-      assert_includes [ 1536, 3072 ], embedding.size
-      assert embedding.all? { |v| v.is_a?(Float) }
-
-      doc_example_output({
-        model: "text-embedding-3-small",
-        dimensions: embedding.size,
-        sample: embedding[0..2]
-      })
-    end
-  end
-  # endregion embedding_openai_model_config
-
-  # region embedding_ollama_provider_test
-  test "generates embeddings with Ollama provider" do
-    VCR.use_cassette("embedding_ollama_provider") do
-      # Create agent configured for Ollama
-      ollama_agent_class = Class.new(ApplicationAgent) do
-        generate_with :ollama,
-          model: "llama3",
-          embedding_model: "nomic-embed-text",
-          host: "http://localhost:11434"
-      end
-
-      generation = ollama_agent_class.with(
-        message: "Testing Ollama embedding generation"
-      ).prompt_context
-
-      begin
-        response = generation.embed_now
-        embedding = response.message.content
-
-        assert_kind_of Array, embedding
-        assert embedding.all? { |v| v.is_a?(Numeric) }
-        assert embedding.size > 0
-
-        doc_example_output({
-          provider: "ollama",
-          model: "nomic-embed-text",
-          dimensions: embedding.size,
-          sample: embedding[0..2]
-        })
-      rescue Errno::ECONNREFUSED, Net::OpenTimeout => e
-        # Document the expected error when Ollama is not running
-        doc_example_output({
-          error: "Connection refused",
-          message: "Ollama is not running locally",
-          solution: "Start Ollama with: ollama serve"
-        })
-        skip "Ollama is not running locally: #{e.message}"
-      end
-    end
-  end
-  # endregion embedding_ollama_provider_test
-
-  # region embedding_batch_processing
-  test "processes multiple embeddings in batch" do
-    VCR.use_cassette("embedding_batch_processing") do
-      texts = [
-        "First document for embedding",
-        "Second document with different content",
-        "Third document about technology"
-      ]
-
-      embeddings = []
-      texts.each do |text|
-        generation = ApplicationAgent.with(message: text).prompt_context
-        embedding = generation.embed_now.message.content
-        embeddings << {
-          text: text[0..20] + "...",
-          dimensions: embedding.size,
-          sample: embedding[0..2]
-        }
-      end
-
-      assert_equal 3, embeddings.size
-      embeddings.each do |result|
-        assert result[:dimensions] > 0
-        assert result[:sample].all? { |v| v.is_a?(Float) }
-      end
-
-      doc_example_output(embeddings)
-    end
-  end
-  # endregion embedding_batch_processing
-
-  private
-
-  def cosine_similarity(vec1, vec2)
-    dot_product = vec1.zip(vec2).map { |a, b| a * b }.sum
-    magnitude1 = Math.sqrt(vec1.map { |v| v**2 }.sum)
-    magnitude2 = Math.sqrt(vec2.map { |v| v**2 }.sum)
-
-    return 0.0 if magnitude1 == 0 || magnitude2 == 0
-
-    dot_product / (magnitude1 * magnitude2)
-  end
-end
diff --git a/test/agents/messages_examples_test.rb b/test/agents/messages_examples_test.rb
deleted file mode 100644
index d2eb0b5c..00000000
--- a/test/agents/messages_examples_test.rb
+++ /dev/null
@@ -1,100 +0,0 @@
-require "test_helper"
-require "active_agent/action_prompt/message"
-require "active_agent/action_prompt/action"
-
-class MessagesExamplesTest < ActiveSupport::TestCase
-  test "message structure and roles" do
-    # region messages_structure
-    # Create messages with different roles
-    system_message = ActiveAgent::ActionPrompt::Message.new(
-      role: :system,
-      content: "You are a helpful travel agent."
-    )
-
-    user_message = ActiveAgent::ActionPrompt::Message.new(
-      role: :user,
-      content: "I need to book a flight to Tokyo"
-    )
-
-    assistant_message = ActiveAgent::ActionPrompt::Message.new(
-      role: :assistant,
-      content: "I'll help you find flights to Tokyo. Let me search for available options."
-    )
-
-    # Messages have roles and content
-    assert_equal :system, system_message.role
-    assert_equal :user, user_message.role
-    assert_equal :assistant, assistant_message.role
-    # endregion messages_structure
-  end
-
-  test "messages with requested actions" do
-    # region messages_with_actions
-    # Assistant messages can include requested actions
-    message = ActiveAgent::ActionPrompt::Message.new(
-      role: :assistant,
-      content: "I'll search for flights to Paris for you.",
-      requested_actions: [
-        ActiveAgent::ActionPrompt::Action.new(
-          name: "search",
-          params: { destination: "Paris", departure_date: "2024-06-15" }
-        )
-      ]
-    )
-
-    assert message.action_requested
-    assert_equal 1, message.requested_actions.size
-    assert_equal "search", message.requested_actions.first.name
-    # endregion messages_with_actions
-  end
-
-  test "tool messages for action responses" do
-    # region tool_messages
-    # Tool messages contain results from executed actions
-    tool_message = ActiveAgent::ActionPrompt::Message.new(
-      role: :tool,
-      content: "Found 5 flights to London:\n- BA 247: $599\n- AA 106: $650\n- VS 003: $720",
-      action_name: "search",
-      action_id: "call_123abc"
-    )
-
-    assert_equal :tool, tool_message.role
-    assert_equal "search", tool_message.action_name
-    assert tool_message.content.include?("Found 5 flights")
-    # endregion tool_messages
-  end
-
-  test "building message context for prompts" do
-    # region message_context
-    # Messages form the conversation context
-    messages = [
-      ActiveAgent::ActionPrompt::Message.new(
-        role: :system,
-        content: "You are a travel booking assistant."
-      ),
-      ActiveAgent::ActionPrompt::Message.new(
-        role: :user,
-        content: "Book me a flight to Rome"
-      ),
-      ActiveAgent::ActionPrompt::Message.new(
-        role: :assistant,
-        content: "I'll help you book a flight to Rome. When would you like to travel?"
-      ),
-      ActiveAgent::ActionPrompt::Message.new(
-        role: :user,
-        content: "Next Friday"
-      )
-    ]
-
-    # Pass messages as context to agents
-    agent = TravelAgent.with(
-      message: "Find flights for next Friday",
-      messages: messages
-    )
-
-    prompt = agent.prompt_context
-    # The prompt will have the existing messages plus any added by the agent
-    assert prompt.messages.size >= 5 # At least the messages we provided
-    # endregion message_context
-  end
-end
diff --git a/test/agents/multi_turn_tool_test.rb b/test/agents/multi_turn_tool_test.rb
deleted file mode 100644
index 1a05f1cf..00000000
--- a/test/agents/multi_turn_tool_test.rb
+++ /dev/null
@@ -1,74 +0,0 @@
-require "test_helper"
-
-class MultiTurnToolTest < ActiveSupport::TestCase
-  test "agent performs tool call and continues generation with result" do
-    VCR.use_cassette("multi_turn_tool_basic") do
-      # region multi_turn_basic
-      message = "Add 2 and 3"
-      prompt = CalculatorAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion multi_turn_basic
-
-      doc_example_output(response)
-
-      # Verify the conversation flow
-      assert response.prompt.messages.size >= 5
-
-      # Find messages by type
-      system_messages = response.prompt.messages.select { |m| m.role == :system }
-      user_messages = response.prompt.messages.select { |m| m.role == :user }
-      assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-
-      # Should have system messages
-      assert system_messages.any?, "Should have system messages"
-
-      # At least one system message should mention calculator if the agent has instructions
-      if system_messages.any? { |m| m.content.present? }
-        assert system_messages.any? { |m| m.content.include?("calculator") },
-          "System message should mention calculator"
-      end
-
-      # User message
-      assert_equal 1, user_messages.size
-      assert_equal "Add 2 and 3", user_messages.first.content
-
-      # Assistant makes tool call and provides final answer
-      assert_equal 2, assistant_messages.size
-      assert assistant_messages.first.action_requested
-      assert_equal "add", assistant_messages.first.requested_actions.first.name
-
-      # Tool response
-      assert_equal 1, tool_messages.size
-      assert_equal "5.0", tool_messages.first.content
-
-      # Assistant provides final answer
-      assert_includes assistant_messages.last.content, "5"
-    end
-  end
-
-  test "agent chains multiple tool calls for complex task" do
-    VCR.use_cassette("multi_turn_tool_chain") do
-      # region multi_turn_chain
-      message = "Calculate the area of a 5x10 rectangle, then multiply by 2"
-      prompt = CalculatorAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion multi_turn_chain
-
-      doc_example_output(response)
-
-      # Should have at least 2 tool calls
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-      assert tool_messages.size >= 2
-
-      # First tool call calculates area (50)
-      assert_equal "50.0", tool_messages[0].content
-
-      # Second tool call multiplies by 2 (100)
-      assert_equal "100.0", tool_messages[1].content
-
-      # Final message should mention the result
-      assert_includes response.message.content, "100"
-    end
-  end
-end
diff --git a/test/agents/ollama_agent_test.rb b/test/agents/ollama_agent_test.rb
deleted file mode 100644
index a5e55e5f..00000000
--- a/test/agents/ollama_agent_test.rb
+++ /dev/null
@@ -1,29 +0,0 @@
-require "test_helper"
-
-class OllamaAgentTest < ActiveSupport::TestCase
-  test "it renders a prompt_context and generates a response" do
-    VCR.use_cassette("ollama_prompt_context_response") do
-      message = "Show me a cat"
-      prompt = OllamaAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      assert_equal message, OllamaAgent.with(message: message).prompt_context.message.content
-      assert_equal 3, response.prompt.messages.size
-      assert_equal :system, response.prompt.messages[0].role
-      assert_equal :user, response.prompt.messages[1].role
-      assert_equal message, response.prompt.messages[1].content
-      assert_equal :assistant, response.prompt.messages[2].role
-    end
-  end
-
-  test "it uses the correct model" do
-    prompt = OllamaAgent.with(message: "Test").prompt_context
-    assert_equal "gemma3:latest", prompt.options[:model]
-  end
-
-  test "it sets the correct system instructions" do
-    prompt = OllamaAgent.with(message: "Test").prompt_context
-    system_message = prompt.messages.find { |m| m.role == :system }
-    assert_equal "You're a basic Ollama agent.", system_message.content
-  end
-end
diff --git a/test/agents/open_ai_agent_test.rb b/test/agents/open_ai_agent_test.rb
deleted file mode 100644
index 9593799d..00000000
--- a/test/agents/open_ai_agent_test.rb
+++ /dev/null
@@ -1,41 +0,0 @@
-require "test_helper"
-
-class OpenAIAgentTest < ActiveAgentTestCase
-  test "it renders a prompt_context generates a response" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      message = "Show me a cat"
-      prompt = OpenAIAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      assert_equal message, OpenAIAgent.with(message: message).prompt_context.message.content
-      assert_equal 3, response.prompt.messages.size
-      assert_equal :system, response.prompt.messages[0].role
-      assert_equal :user, response.prompt.messages[1].role
-      assert_equal :assistant, response.prompt.messages[2].role
-    end
-  end
-end
-
-class OpenAIClientTest < ActiveAgentTestCase
-  def setup
-    super
-    # Configure OpenAI before tests
-    OpenAI.configure do |config|
-      config.access_token = "test-api-key"
-      config.log_errors = Rails.env.development?
-      config.request_timeout = 600
-    end
-  end
-
-  test "loads configuration from environment" do
-    # Use empty config to test environment-based configuration
-    with_active_agent_config({}) do
-      class OpenAIClientAgent < ApplicationAgent
-        layout "agent"
-        generate_with :openai
-      end
-
-      client = OpenAI::Client.new
-      assert_equal OpenAIClientAgent.generation_provider.access_token, client.access_token
-    end
-  end
-end
diff --git a/test/agents/open_router_agent_test.rb b/test/agents/open_router_agent_test.rb
deleted file mode 100644
index 951a0537..00000000
--- a/test/agents/open_router_agent_test.rb
+++ /dev/null
@@ -1,73 +0,0 @@
-require "test_helper"
-
-class OpenRouterAgentTest < ActiveSupport::TestCase
-  test "it renders a prompt_context and generates a response" do
-    VCR.use_cassette("open_router_prompt_context_response") do
-      message = "Show me a cat"
-      prompt = OpenRouterAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      assert_equal message, OpenRouterAgent.with(message: message).prompt_context.message.content
-      assert_equal 3, response.prompt.messages.size
-      assert_equal :system, response.prompt.messages[0].role
-      assert_equal :user, response.prompt.messages[1].role
-      assert_equal message, response.prompt.messages[1].content
-      assert_equal :assistant, response.prompt.messages[2].role
-    end
-  end
-
-  test "it uses the correct model" do
-    prompt = OpenRouterAgent.with(message: "Test").prompt_context
-    assert_equal "qwen/qwen3-30b-a3b:free", prompt.options[:model]
-  end
-
-  test "it sets the correct system instructions" do
-    prompt = OpenRouterAgent.with(message: "Test").prompt_context
-    system_message = prompt.messages.find { |m| m.role == :system }
-    assert_equal "You're a basic Open Router agent.", system_message.content
-  end
-
-  test "it can use fallback models when configured" do
-    # Create a custom agent with fallback models
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o",
-        fallback_models: [ "anthropic/claude-3-opus", "google/gemini-pro" ],
-        enable_fallbacks: true
-    end
-
-    # Just verify the prompt can be created with these options
-    prompt = agent_class.with(message: "test").prompt_context
-    assert_not_nil prompt
-  end
-
-  test "it can configure provider preferences" do
-    # Create a custom agent with provider preferences
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "openai/gpt-4o",
-        provider: {
-          "order" => [ "OpenAI", "Anthropic" ],
-          "require_parameters" => true,
-          "data_collection" => "deny"
-        }
-    end
-
-    # Just verify the prompt can be created with these options
-    prompt = agent_class.with(message: "test").prompt_context
-    assert_not_nil prompt
-  end
-
-  test "it can enable transforms" do
-    # Create a custom agent with transforms
-    agent_class = Class.new(ApplicationAgent) do
-      generate_with :open_router,
-        model: "anthropic/claude-3-opus",
-        transforms: [ "middle-out" ]
-    end
-
-    # Just verify the prompt can be created with these options
-    prompt = agent_class.with(message: "test").prompt_context
-    assert_not_nil prompt
-  end
-end
diff --git a/test/agents/open_router_integration_test.rb b/test/agents/open_router_integration_test.rb
deleted file mode 100644
index 119afec6..00000000
--- a/test/agents/open_router_integration_test.rb
+++ /dev/null
@@ -1,525 +0,0 @@
-require "test_helper"
-require "base64"
-require "active_agent/action_prompt/message"
-
-class OpenRouterIntegrationTest < ActiveSupport::TestCase
-  setup do
-    @agent = OpenRouterIntegrationAgent.new
-  end
-
-  test "analyzes image with structured output schema" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_image_analysis_structured") do
-      # Use the sales chart image URL for structured analysis
-      image_url = "https://raw.githubusercontent.com/activeagents/activeagent/refs/heads/main/test/fixtures/images/sales_chart.png"
-
-      prompt = OpenRouterIntegrationAgent.with(image_url: image_url).analyze_image
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-
-      # When output_schema is present, content is already parsed
-      result = response.message.content
-
-      # Verify the structure matches our schema
-      assert result.key?("description")
-      assert result.key?("objects")
-      assert result.key?("scene_type")
-      assert result.key?("primary_colors")
-      assert result["objects"].is_a?(Array)
-      assert [ "indoor", "outdoor", "abstract", "document", "photo", "illustration" ].include?(result["scene_type"])
-    end
-  end
-
-  test "analyzes remote image URL without structured output" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_remote_image_basic") do
-      # Use a landscape image URL for basic analysis
-      image_url = "https://picsum.photos/400/300"
-
-      # For now, just use analyze_image without the structured output schema
-      # We'll get a natural language description instead of JSON
-      prompt = OpenRouterIntegrationAgent.with(image_url: image_url).analyze_image
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.message.content.is_a?(String)
-      assert response.message.content.length > 10
-      # Since analyze_image uses structured output, we'll get JSON
-      # Just verify we got a response
-      # In the future, we could add a simple_analyze action without schema
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "extracts receipt data with structured output from local file" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_receipt_extraction_local") do
-      # Use the test receipt image - file exists, no conditional needed
-      receipt_path = Rails.root.join("..", "..", "test", "fixtures", "images", "test_receipt.png")
-
-      prompt = OpenRouterIntegrationAgent.with(image_path: receipt_path).extract_receipt_data
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-
-      # When output_schema is present, content is already parsed
-      result = response.message.content
-
-      assert_equal result["merchant"]["name"], "Corner Mart"
-      assert_equal result["total"]["amount"], 14.83
-      assert_equal result["items"].size, 4
-      result["items"].each do |item|
-        assert item.key?("name")
-        assert item.key?("quantity")
-        assert item.key?("price")
-      end
-      assert_equal result["items"][0], { "name"=>"Milk", "quantity"=>1, "price"=>3.49 }
-      assert_equal result["items"][1], { "name"=>"Bread", "quantity"=>1, "price"=>2.29 }
-      assert_equal result["items"][2], { "name"=>"Apples", "quantity"=>1, "price"=>5.1 }
-      assert_equal result["items"][3], { "name"=>"Eggs", "quantity"=>1, "price"=>2.99 }
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "handles base64 encoded images with sales chart" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_base64_sales_chart") do
-      # Use the sales chart image
-      chart_path = Rails.root.join("..", "..", "test", "fixtures", "images", "sales_chart.png")
-
-      prompt = OpenRouterIntegrationAgent.with(image_path: chart_path).analyze_image
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert_includes response.message.content, "(Q1, Q2, Q3, Q4), with varying heights indicating different sales amounts"
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "processes PDF document from local file" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_pdf_local") do
-      # Use the sample resume PDF
-      pdf_path = Rails.root.join("..", "..", "test", "fixtures", "files", "sample_resume.pdf")
-
-      # Read and encode the PDF as base64 - OpenRouter accepts PDFs as image_url with data URL
-      pdf_data = Base64.strict_encode64(File.read(pdf_path))
-
-      prompt = OpenRouterIntegrationAgent.with(
-        pdf_data: pdf_data,
-        prompt_text: "Extract information from this document and return as JSON",
-        output_schema: :resume_schema
-      ).analyze_pdf
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.message.content.present?
-
-      # When output_schema is present, content is already parsed
-      result = response.message.content
-
-      assert_equal result["name"], "John Doe"
-      assert_equal result["email"], "john.doe@example.com"
-      assert_equal result["phone"], "(555) 123-4567"
-      assert_equal result["education"].first, { "degree"=>"BS Computer Science", "institution"=>"Stanford University", "year"=>2020 }
-      assert_equal result["experience"].first, { "job_title"=>"Senior Software Engineer", "company"=>"TechCorp", "duration"=>"2020-2024" }
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-  # endregion pdf_processing_local
-
-  test "processes PDF from remote URL of resume no plugins" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_pdf_remote_no_plugin") do
-      pdf_url = "https://docs.activeagents.ai/sample_resume.pdf"
-
-      prompt = OpenRouterIntegrationAgent.with(
-        pdf_url: pdf_url,
-        prompt_text: "Analyze the PDF",
-        output_schema: :resume_schema,
-        skip_plugin: true
-      ).analyze_pdf
-
-      # Remote URLs are not supported without a PDF engine plugin
-      # OpenAI: Inputs by file URL are not supported for chat completions. Use the ResponsesAPI for this option.
-      # https://platform.openai.com/docs/guides/pdf-files#file-urls
-      # Accept either the OpenAI error directly or our wrapped error
-      # Suppress ruby-openai gem's error output to STDERR
-      error = assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError, OpenAI::Error) do
-        prompt.generate_now
-      end
-
-      # Check the error message regardless of which error type was raised
-      error_message = error.message
-      assert_match(/Missing required parameter.*file_id/, error_message)
-      assert_match(/Provider returned error|invalid_request_error/, error_message)
-    end
-  end
-
-  # region pdf_native_support
-  test "processes PDF with native model support" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_pdf_native") do
-      # Test with a model that might have native PDF support
-      # Using the native engine (charged as input tokens)
-      pdf_path = Rails.root.join("..", "..", "test", "fixtures", "files", "sample_resume.pdf")
-      pdf_data = Base64.strict_encode64(File.read(pdf_path))
-
-      prompt = OpenRouterIntegrationAgent.with(
-        pdf_data: pdf_data,
-        prompt_text: "Analyze this PDF document",
-        pdf_engine: "native"  # Use native engine (charged as input tokens)
-      ).analyze_pdf
-
-      # First verify the prompt has the plugins in options
-      assert prompt.options[:plugins].present?, "Plugins should be present in prompt options"
-      assert prompt.options[:fallback_models].present?, "Fallback models should be present in prompt options"
-      assert_equal "file-parser", prompt.options[:plugins][0][:id]
-      assert_equal "native", prompt.options[:plugins][0][:pdf][:engine]
-
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.message.content.present?
-      assert_includes response.message.content, "John Doe"
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-  # endregion pdf_native_support
-
-  test "processes PDF without any plugin for models with built-in support" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_pdf_no_plugin") do
-      # Test without any plugin - for models that have built-in PDF support
-      pdf_url = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
-
-      prompt = OpenRouterIntegrationAgent.with(
-        pdf_url: pdf_url,
-        prompt_text: "Analyze this PDF document",
-        skip_plugin: true  # Don't use any plugin
-      ).analyze_pdf
-
-      # Verify no plugins are included when skip_plugin is true
-      assert_empty prompt.options[:plugins], "Should not have plugins when skip_plugin is true"
-
-      response = prompt.generate_now
-      raw_response = response.raw_response
-      assert_equal "Google", raw_response["provider"]
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.message.content.present?
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "processes scanned PDF with OCR engine" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_pdf_ocr") do
-      # Test with the mistral-ocr engine for scanned documents
-      # Using a simple PDF that should be processable
-      pdf_url = "https://docs.activeagents.ai/sample_resume.pdf"
-
-      prompt = OpenRouterIntegrationAgent.with(
-        pdf_url: pdf_url,
-        prompt_text: "Extract text from this PDF.",
-        output_schema: :resume_schema,
-        pdf_engine: "mistral-ocr"  # OCR engine for text extraction
-      ).analyze_pdf
-
-      # Verify OCR engine is specified
-      assert prompt.options[:plugins].present?, "Should have plugins for OCR"
-      assert_equal "mistral-ocr", prompt.options[:plugins][0][:pdf][:engine]
-
-      response = prompt.generate_now
-
-      # MUST return valid JSON - no fallback allowed
-      raw_response = response.raw_response
-      # When output_schema is present, content is already parsed
-      result = response.message.content
-
-      assert_equal result["name"], "John Doe"
-      assert_equal result["email"], "john.doe@example.com"
-      assert_equal result["phone"], "(555) 123-4567"
-      assert_equal result["education"], [ { "degree"=>"BS Computer Science", "institution"=>"Stanford University", "year"=>2020 } ]
-      assert_equal result["experience"], [ { "job_title"=>"Senior Software Engineer", "company"=>"TechCorp", "duration"=>"2020-2024" } ]
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "uses fallback models when primary fails" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_fallback_models") do
-      prompt = OpenRouterIntegrationAgent.test_fallback
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-
-      # Check metadata for fallback usage
-      if response.respond_to?(:metadata) && response.metadata
-        # Should use one of the fallback models, not the primary
-        possible_models = [ "openai/gpt-3.5-turbo-0301", "openai/gpt-3.5-turbo", "openai/gpt-4o-mini" ]
-        assert possible_models.include?(response.metadata[:model_used])
-        assert response.metadata[:provider].present?
-      end
-
-      # The response should still work (2+2=4)
-      assert response.message.content.include?("4")
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "applies transforms for long content" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_transforms") do
-      # Generate a very long text
-      long_text = "Lorem ipsum dolor sit amet. " * 1000
-
-      prompt = OpenRouterIntegrationAgent.with(text: long_text).process_long_text
-      response = prompt.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.message.content.present?
-
-      # The summary should be much shorter than the original
-      assert response.message.content.length < long_text.length / 10
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "tracks usage and costs" do
-    skip "Requires actual OpenRouter API key and credits" unless has_openrouter_credentials?
-
-    VCR.use_cassette("openrouter_cost_tracking") do
-      prompt = OpenRouterIntegrationAgent.with(message: "Hello").prompt_context
-      response = prompt.generate_now
-
-      assert_not_nil response
-
-      # Check for usage information
-      if response.respond_to?(:usage) && response.usage
-        assert response.usage["prompt_tokens"].is_a?(Integer)
-        assert response.usage["completion_tokens"].is_a?(Integer)
-        assert response.usage["total_tokens"].is_a?(Integer)
-      end
-
-      # Check for metadata with model information from OpenRouter
-      if response.respond_to?(:metadata) && response.metadata
-        assert response.metadata[:model_used].present?
-        assert response.metadata[:provider].present?
-        # Verify we're using the expected model (gpt-4o-mini)
-        assert_equal "openai/gpt-4o-mini", response.metadata[:model_used]
-      end
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-
-  test "includes OpenRouter headers in requests" do
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "app_name" => "TestApp",
-      "site_url" => "https://test.example.com"
-    )
-
-    # Get the headers that would be sent
-    headers = provider.send(:openrouter_headers)
-
-    assert_equal "https://test.example.com", headers["HTTP-Referer"]
-    assert_equal "TestApp", headers["X-Title"]
-  end
-
-  test "builds provider preferences correctly" do
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "enable_fallbacks" => true,
-      "provider" => {
-        "order" => [ "OpenAI", "Anthropic" ],
-        "require_parameters" => true,
-        "data_collection" => "deny"
-      }
-    )
-
-    prefs = provider.send(:build_provider_preferences)
-
-    assert_equal [ "OpenAI", "Anthropic" ], prefs[:order]
-    assert_equal true, prefs[:require_parameters]
-    assert_equal true, prefs[:allow_fallbacks]
-    assert_equal "deny", prefs[:data_collection]
-  end
-
-  test "configures data collection policies" do
-    # Test deny all data collection
-    provider_deny = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "data_collection" => "deny"
-    )
-    prefs_deny = provider_deny.send(:build_provider_preferences)
-    assert_equal "deny", prefs_deny[:data_collection]
-
-    # Test allow all data collection (default)
-    provider_allow = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o"
-    )
-    prefs_allow = provider_allow.send(:build_provider_preferences)
-    assert_equal "allow", prefs_allow[:data_collection]
-
-    # Test selective provider data collection
-    provider_selective = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "data_collection" => [ "OpenAI", "Google" ]
-    )
-    prefs_selective = provider_selective.send(:build_provider_preferences)
-    assert_equal [ "OpenAI", "Google" ], prefs_selective[:data_collection]
-  end
-
-  test "handles multimodal content correctly" do
-    # Create a message with multimodal content
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: [
-        { type: "text", text: "What's in this image?" },
-        { type: "image_url", image_url: { url: "https://example.com/image.jpg" } }
-      ],
-      role: :user
-    )
-
-    prompt = ActiveAgent::ActionPrompt::Prompt.new(
-      messages: [ message ]
-    )
-
-    assert prompt.multimodal?
-  end
-
-  test "converts file type to image_url for OpenRouter PDF support" do
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o"
-    )
-
-    # Test file type conversion
-    file_item = {
-      type: "file",
-      file: {
-        file_data: "data:application/pdf;base64,JVBERi0xLj..."
-      }
-    }
-
-    formatted = provider.send(:format_content_item, file_item)
-
-    assert_equal "image_url", formatted[:type]
-    assert_equal "data:application/pdf;base64,JVBERi0xLj...", formatted[:image_url][:url]
-  end
-
-  test "respects configuration hierarchy for site_url" do
-    # Test with explicit site_url config
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "site_url" => "https://configured.example.com"
-    )
-
-    assert_equal "https://configured.example.com", provider.instance_variable_get(:@site_url)
-
-    # Test with default_url_options in config
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o",
-      "default_url_options" => {
-        "host" => "fromconfig.example.com"
-      }
-    )
-
-    assert_equal "fromconfig.example.com", provider.instance_variable_get(:@site_url)
-  end
-
-  test "handles rate limit information in metadata" do
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o"
-    )
-
-    # Create a mock response
-    prompt = ActiveAgent::ActionPrompt::Prompt.new(message: "test")
-    response = ActiveAgent::GenerationProvider::Response.new(prompt: prompt)
-
-    headers = {
-      "x-provider" => "OpenAI",
-      "x-model" => "gpt-4o",
-      "x-ratelimit-requests-limit" => "100",
-      "x-ratelimit-requests-remaining" => "99",
-      "x-ratelimit-tokens-limit" => "10000",
-      "x-ratelimit-tokens-remaining" => "9500"
-    }
-
-    provider.send(:add_openrouter_metadata, response, headers)
-
-    assert_equal "100", response.metadata[:ratelimit][:requests_limit]
-    assert_equal "99", response.metadata[:ratelimit][:requests_remaining]
-    assert_equal "10000", response.metadata[:ratelimit][:tokens_limit]
-    assert_equal "9500", response.metadata[:ratelimit][:tokens_remaining]
-  end
-
-  test "includes plugins parameter when passed in options" do
-    provider = ActiveAgent::GenerationProvider::OpenRouterProvider.new(
-      "model" => "openai/gpt-4o"
-    )
-
-    # Create a prompt with plugins option
-    prompt = ActiveAgent::ActionPrompt::Prompt.new(
-      message: "test",
-      options: {
-        plugins: [
-          {
-            id: "file-parser",
-            pdf: {
-              engine: "pdf-text"
-            }
-          }
-        ]
-      }
-    )
-
-    # Set the prompt on the provider
-    provider.instance_variable_set(:@prompt, prompt)
-
-    # Build parameters and verify plugins are included
-    parameters = provider.send(:build_openrouter_parameters)
-
-    assert_not_nil parameters[:plugins]
-    assert_equal 1, parameters[:plugins].size
-    assert_equal "file-parser", parameters[:plugins][0][:id]
-    assert_equal "pdf-text", parameters[:plugins][0][:pdf][:engine]
-  end
-end
diff --git a/test/agents/privacy_focused_agent_test.rb b/test/agents/privacy_focused_agent_test.rb
deleted file mode 100644
index f5ca7c77..00000000
--- a/test/agents/privacy_focused_agent_test.rb
+++ /dev/null
@@ -1,80 +0,0 @@
-require "test_helper"
-
-class PrivacyFocusedAgentTest < ActiveSupport::TestCase
-  setup do
-    @agent = PrivacyFocusedAgent.new
-  end
-
-  test "configures agent with data collection denied" do
-    # Verify the agent is configured with data_collection: "deny"
-    provider = @agent.send(:generation_provider)
-
-    # The provider should be an OpenRouter provider
-    assert_kind_of ActiveAgent::GenerationProvider::OpenRouterProvider, provider
-
-    # Create a prompt context to test with
-    prompt_context = @agent.prompt(message: "test")
-
-    # Set the prompt on the provider to simulate real usage
-    provider.instance_variable_set(:@prompt, prompt_context)
-
-    # Now check that data collection is properly set
-    prefs = provider.send(:build_provider_preferences)
-    assert_equal "deny", prefs[:data_collection]
-  end
-
-  test "processes financial data with privacy settings" do
-    skip "Requires actual OpenRouter API key" unless has_openrouter_credentials?
-
-    VCR.use_cassette("privacy_focused_financial_analysis") do
-      # region financial_data_test
-      financial_data = {
-        revenue: 1_000_000,
-        expenses: 750_000,
-        profit_margin: 0.25,
-        quarter: "Q3 2024"
-      }
-
-      response = PrivacyFocusedAgent.with(
-        financial_data: financial_data.to_json,
-        analysis_type: "risk_assessment"
-      ).analyze_financial_data.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert_not_nil response.message.content
-      assert response.message.content.include?("risk") || response.message.content.include?("financial")
-
-      # Verify the request was made with data_collection: "deny"
-      # This ensures the data won't be used for training
-      doc_example_output(response)
-      # endregion financial_data_test
-    end
-  end
-
-  test "processes medical records with selective provider collection" do
-    skip "Requires actual OpenRouter API key" unless has_openrouter_credentials?
-
-    VCR.use_cassette("privacy_focused_medical_records") do
-      # region medical_records_test
-      medical_record = {
-        patient_id: "REDACTED",
-        diagnosis: "Example condition",
-        treatment: "Standard protocol",
-        date: "2024-01-01"
-      }
-
-      response = PrivacyFocusedAgent.with(
-        record: medical_record.to_json
-      ).process_medical_records.generate_now
-
-      assert_not_nil response
-      assert_not_nil response.message
-      assert_not_nil response.message.content
-
-      # The response should handle the medical data appropriately
-      doc_example_output(response)
-      # endregion medical_records_test
-    end
-  end
-end
diff --git a/test/agents/queued_generation_test.rb b/test/agents/queued_generation_test.rb
deleted file mode 100644
index 9b9c682f..00000000
--- a/test/agents/queued_generation_test.rb
+++ /dev/null
@@ -1,29 +0,0 @@
-require "test_helper"
-
-class QueuedGenerationTest < ActiveSupport::TestCase
-  include ActiveJob::TestHelper
-  test "generate_later enqueues a generation job" do
-    # region queued_generation_generate_later
-    prompt = ApplicationAgent.with(message: "Process this later").prompt_context
-
-    # Enqueue the generation job
-    assert_enqueued_with(job: ActiveAgent::GenerationJob) do
-      prompt.generate_later
-    end
-    # endregion queued_generation_generate_later
-  end
-
-  test "generate_later with custom queue and priority" do
-    # region queued_generation_custom_queue
-    prompt = ApplicationAgent.with(message: "Priority task").prompt_context
-
-    # Enqueue with specific queue and priority
-    assert_enqueued_with(
-      job: ActiveAgent::GenerationJob,
-      queue: "high_priority"
-    ) do
-      prompt.generate_later(queue: "high_priority", priority: 10)
-    end
-    # endregion queued_generation_custom_queue
-  end
-end
diff --git a/test/agents/scoped_agents/translation_agent_with_custom_instructions_template_test.rb b/test/agents/scoped_agents/translation_agent_with_custom_instructions_template_test.rb
deleted file mode 100644
index e8cb9082..00000000
--- a/test/agents/scoped_agents/translation_agent_with_custom_instructions_template_test.rb
+++ /dev/null
@@ -1,57 +0,0 @@
-require "test_helper"
-
-class ScopedAgents::TranslationAgentWithCustomInstructionsTemplateTest < ActiveSupport::TestCase
-  test "it uses instructions from custom_instructions template, embedding locales and an instance variable" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate
-
-    assert_equal "# Custom Instructions\n\ntranslation additional instruction\nTranslate the given text from English to French.\n", translate_prompt.instructions
-  end
-
-  test "it uses overridden instructions for prompt" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate_with_overridden_instructions
-
-    assert_equal "# Overridden Instructions\n\nTranslate the given text from one language to another.\n", translate_prompt.instructions
-  end
-
-  test "it does not include default system method `prompt_context` in action schemas" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate_with_overridden_instructions
-    action_names = translate_prompt.actions.map { |a| a["function"]["name"] }
-
-    refute_includes action_names, "prompt_context"
-  end
-
-  test "it returns action schemas for user methods except the called method translate_with_overridden_instructions" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate_with_overridden_instructions
-
-    assert_equal 1, translate_prompt.actions.size
-    assert_equal "translate", translate_prompt.actions[0]["function"]["name"]
-  end
-
-  test "it returns action schemas for user methods except the called method translate" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate
-
-    assert_equal 1, translate_prompt.actions.size
-    assert_equal "translate_with_overridden_instructions", translate_prompt.actions[0]["function"]["name"]
-  end
-
-  test "it returns action schemas for all user methods when prompt_context is called" do
-    translate_prompt = ScopedAgents::TranslationAgentWithCustomInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).prompt_context
-    action_names = translate_prompt.actions.map { |a| a["function"]["name"] }
-
-    assert_equal 2, translate_prompt.actions.size
-    assert_includes action_names, "translate"
-    assert_includes action_names, "translate_with_overridden_instructions"
-  end
-end
diff --git a/test/agents/scoped_agents/translation_agent_with_default_instructions_template_test.rb b/test/agents/scoped_agents/translation_agent_with_default_instructions_template_test.rb
deleted file mode 100644
index a2f56bae..00000000
--- a/test/agents/scoped_agents/translation_agent_with_default_instructions_template_test.rb
+++ /dev/null
@@ -1,19 +0,0 @@
-require "test_helper"
-
-class ScopedAgents::TranslationAgentWithDefaultInstructionsTemplateTest < ActiveSupport::TestCase
-  test "it uses instructions from default instructions template" do
-    translate_prompt = ScopedAgents::TranslationAgentWithDefaultInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese"
-    ).translate
-
-    assert_equal "# Default Instructions\n\nTranslate the given text from one language to another.\n", translate_prompt.instructions
-  end
-
-  test "it uses instructions from default instructions template with dynamic param in the template" do
-    translate_prompt = ScopedAgents::TranslationAgentWithDefaultInstructionsTemplate.with(
-      message: "Hi, I'm Justin", locale: "japanese", source_language: "english"
-    ).translate
-
-    assert_equal "# Default Instructions\n\nTranslate the given text from english language to another.\n", translate_prompt.instructions
-  end
-end
diff --git a/test/agents/scraping_agent_multiturn_test.rb b/test/agents/scraping_agent_multiturn_test.rb
deleted file mode 100644
index fea83d2f..00000000
--- a/test/agents/scraping_agent_multiturn_test.rb
+++ /dev/null
@@ -1,52 +0,0 @@
-require "test_helper"
-
-class ScrapingAgentMultiturnTest < ActiveSupport::TestCase
-  test "scraping agent uses tools to check Google homepage" do
-    VCR.use_cassette("scraping_agent_google_check") do
-      response = ScrapingAgent.with(
-        message: "Are there any notices on the Google homepage?"
-      ).prompt_context.generate_now
-
-      # Check we got a response
-      assert response.message.present?
-      assert response.message.content.present?
-
-      # Check the final message mentions Google/homepage/notices
-      assert response.message.content.downcase.include?("google") ||
-             response.message.content.downcase.include?("homepage") ||
-             response.message.content.downcase.include?("notice"),
-        "Response should mention Google, homepage, or notices"
-
-      # Check the message history shows tool usage
-      messages = response.prompt.messages
-
-      # Should have system, user, assistant(s), and tool messages
-      assert messages.any? { |m| m.role == :system }, "Should have system message"
-      assert messages.any? { |m| m.role == :user }, "Should have user message"
-      assert messages.any? { |m| m.role == :assistant }, "Should have assistant messages"
-      assert messages.any? { |m| m.role == :tool }, "Should have tool messages"
-
-      # Check tool messages have the expected structure
-      tool_messages = messages.select { |m| m.role == :tool }
-      assert tool_messages.length >= 1, "Should have at least one tool message"
-
-      tool_messages.each do |tool_msg|
-        assert tool_msg.action_id.present?, "Tool message should have action_id"
-        assert tool_msg.action_name.present?, "Tool message should have action_name"
-        assert [ "visit", "read_current_page" ].include?(tool_msg.action_name),
-          "Tool name should be visit or read_current_page"
-      end
-
-      # Verify specific tools were called
-      tool_names = tool_messages.map(&:action_name)
-      assert tool_names.include?("visit"), "Should have called visit tool"
-      assert tool_names.include?("read_current_page"), "Should have called read_current_page tool"
-
-      # Tool messages in the prompt.messages array show they were executed
-      # The actual content is returned separately (not in these tool messages)
-
-      # Generate documentation example
-      doc_example_output(response)
-    end
-  end
-end
diff --git a/test/agents/scraping_agent_tool_content_test.rb b/test/agents/scraping_agent_tool_content_test.rb
deleted file mode 100644
index 3e9ceed6..00000000
--- a/test/agents/scraping_agent_tool_content_test.rb
+++ /dev/null
@@ -1,69 +0,0 @@
-require "test_helper"
-
-class ScrapingAgentToolContentTest < ActiveSupport::TestCase
-  test "tool messages should contain rendered view content" do
-    VCR.use_cassette("scraping_agent_tool_content") do
-      response = ScrapingAgent.with(
-        message: "Check the Google homepage"
-      ).prompt_context.generate_now
-
-      # Get tool messages from the response
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-
-      # We expect tool messages to be present
-      assert tool_messages.any?, "Should have tool messages"
-
-      # Check each tool message
-      tool_messages.each do |tool_msg|
-        # FAILING: Tool messages should have the rendered content from their views
-        # Currently they have empty content ""
-        if tool_msg.action_name == "visit"
-          # Should contain "Navigation resulted in 200 status code." from visit.text.erb
-          assert tool_msg.content.present?,
-            "Visit tool message should have content from visit.text.erb template"
-          assert tool_msg.content.include?("Navigation") || tool_msg.content.include?("200"),
-            "Visit tool message should contain rendered template output"
-        elsif tool_msg.action_name == "read_current_page"
-          # Should contain "Title: Google\nBody: ..." from read_current_page.text.erb
-          assert tool_msg.content.present?,
-            "Read tool message should have content from read_current_page.text.erb template"
-          assert tool_msg.content.include?("Title:") || tool_msg.content.include?("Body:"),
-            "Read tool message should contain rendered template output"
-        end
-      end
-
-      # Also check the raw_request to see what's being sent to OpenAI
-      if response.raw_request
-        response.raw_request[:messages].select { |m| m[:role] == "tool" }
-      end
-    end
-  end
-
-  test "tool action rendering should populate message content" do
-    agent = ScrapingAgent.new
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-
-    # Create a mock action
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "test_visit_123",
-      name: "visit",
-      params: { url: "https://example.com" }
-    )
-
-    # Perform the action
-    agent.send(:perform_action, action)
-
-    # Get the tool message that was added
-    tool_message = agent.context.messages.last
-
-    assert_equal :tool, tool_message.role
-    assert_equal "test_visit_123", tool_message.action_id
-    assert_equal "visit", tool_message.action_name
-
-    # This is the key assertion - the tool message should have the rendered content
-    assert tool_message.content.present?,
-      "Tool message should have content from the rendered view"
-    assert tool_message.content.include?("Navigation resulted in"),
-      "Tool message should contain the rendered visit.text.erb template"
-  end
-end
diff --git a/test/agents/streaming_agent_test.rb b/test/agents/streaming_agent_test.rb
deleted file mode 100644
index 0f20bf22..00000000
--- a/test/agents/streaming_agent_test.rb
+++ /dev/null
@@ -1,66 +0,0 @@
-require "test_helper"
-
-class StreamingAgentTest < ActiveSupport::TestCase
-  test "it renders a prompt with a message" do
-    assert_equal "Test Streaming", StreamingAgent.with(message: "Test Streaming").prompt_context.message.content
-  end
-
-  test "it uses the correct model and instructions" do
-    prompt = StreamingAgent.with(message: "Test").prompt_context
-    assert_equal "gpt-4.1-nano", prompt.options[:model]
-    system_message = prompt.messages.find { |m| m.role == :system }
-    assert_equal "You're a chat agent. Your job is to help users with their questions.", system_message.content
-  end
-
-  test "it broadcasts the expected number of times for streamed chunks" do
-    # Mock ActionCable.server.broadcast
-    broadcast_calls = []
-    ActionCable.server.singleton_class.class_eval do
-      alias_method :orig_broadcast, :broadcast
-      define_method(:broadcast) do |*args|
-        broadcast_calls << args
-      end
-    end
-
-    VCR.use_cassette("streaming_agent_stream_response") do
-      # region streaming_agent_stream_response
-      StreamingAgent.with(message: "Stream this message").prompt_context.generate_now
-      # endregion streaming_agent_stream_response
-    end
-
-    assert_equal 54, broadcast_calls.size
-    assert_equal "It looks like you'd like to stream a message.", broadcast_calls[9].last.dig(:locals, :message)
-  ensure
-    # Restore original broadcast method
-    ActionCable.server.singleton_class.class_eval do
-      alias_method :broadcast, :orig_broadcast
-      remove_method :orig_broadcast
-    end
-  end
-
-  test "it broadcasts deltas" do
-    # Mock ActionCable.server.broadcast
-    broadcast_calls = []
-    ActionCable.server.singleton_class.class_eval do
-      alias_method :orig_broadcast, :broadcast
-      define_method(:broadcast) do |*args|
-        broadcast_calls << args
-      end
-    end
-
-    VCR.use_cassette("streaming_agent_stream_response") do
-      # region streaming_agent_stream_response
-      StreamingAgent.with(message: "Stream this message", delta: true).prompt_context.generate_now
-      # endregion streaming_agent_stream_response
-    end
-
-    assert_equal 54, broadcast_calls.size
-    assert_equal ".", broadcast_calls[9].last.dig(:locals, :message)
-  ensure
-    # Restore original broadcast method
-    ActionCable.server.singleton_class.class_eval do
-      alias_method :broadcast, :orig_broadcast
-      remove_method :orig_broadcast
-    end
-  end
-end
diff --git a/test/agents/support_agent_test.rb b/test/agents/support_agent_test.rb
deleted file mode 100644
index 2ab211b9..00000000
--- a/test/agents/support_agent_test.rb
+++ /dev/null
@@ -1,107 +0,0 @@
-# test/support_agent_test.rb
-require "test_helper"
-
-class SupportAgentTest < ActiveSupport::TestCase
-  test "it renders a prompt with an 'Test' message using the Application Agent's prompt_context" do
-    assert_equal "Test", SupportAgent.with(message: "Test").prompt_context.message.content
-  end
-
-  test "it renders a prompt_context generates a response with a tool call and performs the requested actions" do
-    VCR.use_cassette("support_agent_prompt_context_tool_call_response") do
-      # region support_agent_tool_call
-      message = "Show me a cat"
-      prompt = SupportAgent.with(message: message).prompt_context
-      # endregion support_agent_tool_call
-      assert_equal message, prompt.message.content
-      # region support_agent_tool_call_response
-      response = prompt.generate_now
-      # endregion support_agent_tool_call_response
-
-      doc_example_output(response)
-
-      # Messages include system, user, assistant, and tool messages
-      assert response.prompt.messages.size >= 5
-
-      # Group messages by role
-      system_messages = response.prompt.messages.select { |m| m.role == :system }
-      user_messages = response.prompt.messages.select { |m| m.role == :user }
-      assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-
-      # SupportAgent has instructions from generate_with
-      assert system_messages.any?, "Should have system messages"
-      assert_equal "You're a support agent. Your job is to help users with their questions.",
-                   system_messages.first.content,
-                   "System message should contain SupportAgent's generate_with instructions"
-
-      assert_equal 1, user_messages.size
-      assert_equal 2, assistant_messages.size
-      assert_equal 1, tool_messages.size
-
-      assert_equal response.message, response.prompt.messages.last
-      assert_includes tool_messages.first.content, "https://cataas.com/cat/"
-    end
-  end
-
-  test "it generates a sematic description for vector embeddings" do
-    VCR.use_cassette("support_agent_tool_call") do
-      message = "Show me a cat"
-      prompt = SupportAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      assert_equal message, SupportAgent.with(message: message).prompt_context.message.content
-
-      # Messages include system, user, assistant, and tool messages
-      assert response.prompt.messages.size >= 5
-
-      # Group messages by role
-      system_messages = response.prompt.messages.select { |m| m.role == :system }
-      user_messages = response.prompt.messages.select { |m| m.role == :user }
-      assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-
-      # SupportAgent has instructions from generate_with
-      assert system_messages.any?, "Should have system messages"
-      assert_equal "You're a support agent. Your job is to help users with their questions.",
-                   system_messages.first.content,
-                   "System message should contain SupportAgent's generate_with instructions"
-
-      assert_equal 1, user_messages.size
-      assert_equal 2, assistant_messages.size
-      assert_equal 1, tool_messages.size
-    end
-  end
-
-  test "it makes a tool call with streaming enabled" do
-    prompt = nil
-    prompt_message = nil
-    test_prompt_message = "Show me a cat"
-    VCR.use_cassette("support_agent_streaming_tool_call") do
-      prompt = SupportAgent.with(message: test_prompt_message).prompt_context
-      prompt_message = prompt.message.content
-    end
-
-    VCR.use_cassette("support_agent_streaming_tool_call_response") do
-      response = prompt.generate_now
-      assert_equal test_prompt_message, prompt_message
-
-      # Messages include system, user, assistant, and tool messages
-      assert response.prompt.messages.size >= 5
-
-      # Group messages by role
-      system_messages = response.prompt.messages.select { |m| m.role == :system }
-      user_messages = response.prompt.messages.select { |m| m.role == :user }
-      assistant_messages = response.prompt.messages.select { |m| m.role == :assistant }
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-
-      # SupportAgent has instructions from generate_with
-      assert system_messages.any?, "Should have system messages"
-      assert_equal "You're a support agent. Your job is to help users with their questions.",
-                   system_messages.first.content,
-                   "System message should contain SupportAgent's generate_with instructions"
-
-      assert_equal 1, user_messages.size
-      assert_equal 2, assistant_messages.size
-      assert_equal 1, tool_messages.size
-    end
-  end
-end
diff --git a/test/agents/tool_calling_agent_test.rb b/test/agents/tool_calling_agent_test.rb
deleted file mode 100644
index 066484d5..00000000
--- a/test/agents/tool_calling_agent_test.rb
+++ /dev/null
@@ -1,101 +0,0 @@
-require "test_helper"
-
-class ToolCallingAgentTest < ActiveSupport::TestCase
-  test "agent can make multiple tool calls in sequence until completion" do
-    VCR.use_cassette("tool_calling_agent_multi_turn", record: :new_episodes) do
-      # region multi_turn_tool_call
-      message = "Calculate the area of a rectangle with width 5 and height 10, then double it"
-      prompt = CalculatorAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion multi_turn_tool_call
-
-      doc_example_output(response)
-
-      # Messages should include system messages first, then user, assistant, and tool messages
-      assert response.prompt.messages.size >= 5
-
-      # System messages should be first (multiple empty ones may be added during prompt flow)
-      system_count = 0
-      response.prompt.messages.each_with_index do |msg, i|
-        break if msg.role != :system
-        system_count = i + 1
-      end
-      assert system_count >= 1, "Should have at least one system message at the beginning"
-
-      # After system messages, should have user message
-      user_index = system_count
-      assert_equal :user, response.prompt.messages[user_index].role
-      assert_includes response.prompt.messages[user_index].content, "Calculate the area"
-
-      # Then assistant message with tool call
-      assistant_index = user_index + 1
-      assert_equal :assistant, response.prompt.messages[assistant_index].role
-      assert response.prompt.messages[assistant_index].action_requested
-
-      # Then tool result
-      tool_index = assistant_index + 1
-      assert_equal :tool, response.prompt.messages[tool_index].role
-      assert_equal "50.0", response.prompt.messages[tool_index].content
-
-      # If there are more tool calls for doubling
-      if response.prompt.messages.size > tool_index + 2
-        assert_equal :assistant, response.prompt.messages[tool_index + 1].role
-        assert_equal :tool, response.prompt.messages[tool_index + 2].role
-        assert_equal "100.0", response.prompt.messages[tool_index + 2].content
-      end
-    end
-  end
-
-  test "agent can render views from tool calls" do
-    VCR.use_cassette("tool_calling_agent_view_render") do
-      # region tool_call_with_view
-      message = "Show me the current weather report"
-      prompt = WeatherAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion tool_call_with_view
-
-      doc_example_output(response)
-
-      # Check that view was rendered as tool result
-      tool_message = response.prompt.messages.find { |m| m.role == :tool }
-      assert_not_nil tool_message
-      assert_includes tool_message.content, "<div class=\"weather-report\">"
-    end
-  end
-
-  test "agent handles tool errors gracefully and continues" do
-    VCR.use_cassette("tool_calling_agent_error_handling") do
-      # region tool_call_error_handling
-      message = "Divide 10 by 0 and tell me what happens"
-      prompt = CalculatorAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion tool_call_error_handling
-
-      doc_example_output(response)
-
-      # Should handle the error and provide a meaningful response
-      tool_message = response.prompt.messages.find { |m| m.role == :tool }
-      if tool_message
-        assert_includes tool_message.content.downcase, "error"
-      end
-      assert_includes response.message.content.downcase, "divid"
-    end
-  end
-
-  test "agent can chain multiple tools to solve complex tasks" do
-    VCR.use_cassette("tool_calling_agent_chain") do
-      # region tool_call_chain
-      message = "Get the current temperature and convert it from Celsius to Fahrenheit"
-      prompt = WeatherAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-      # endregion tool_call_chain
-
-      doc_example_output(response)
-
-      # Should call get_temperature then convert_temperature
-      tool_messages = response.prompt.messages.select { |m| m.role == :tool }
-      assert_equal 2, tool_messages.size
-      assert_includes response.message.content, "°F"
-    end
-  end
-end
diff --git a/test/agents/translation_agent_test.rb b/test/agents/translation_agent_test.rb
deleted file mode 100644
index 288349ef..00000000
--- a/test/agents/translation_agent_test.rb
+++ /dev/null
@@ -1,26 +0,0 @@
-require "test_helper"
-
-class TranslationAgentTest < ActiveSupport::TestCase
-  test "it renders a translate action prompt with a message" do
-    # region translation_agent_render_translate_prompt
-    translate_prompt = TranslationAgent.with(message: "Hi, I'm Justin", locale: "japanese").translate
-
-    assert_equal "translate: Hi, I'm Justin; to japanese\n", translate_prompt.message.content
-    assert_equal "Translate the given text from one language to another.", translate_prompt.instructions
-    # endregion translation_agent_render_translate_prompt
-  end
-
-  test "it renders a translate prompt and generates a translation" do
-    VCR.use_cassette("translation_agent_direct_prompt_generation") do
-      # region translation_agent_translate_prompt_generation
-      response = TranslationAgent.with(
-        message: "Hi, I'm Justin",
-        locale: "japanese"
-      ).translate.generate_now
-      assert_equal "こんにちは、私はジャスティンです。", response.message.content
-      # endregion translation_agent_translate_prompt_generation
-
-      doc_example_output(response)
-    end
-  end
-end
diff --git a/test/agents/travel_agent_test.rb b/test/agents/travel_agent_test.rb
deleted file mode 100644
index 8fde200a..00000000
--- a/test/agents/travel_agent_test.rb
+++ /dev/null
@@ -1,204 +0,0 @@
-require "test_helper"
-
-class TravelAgentTest < ActiveAgentTestCase
-  MockUser = Data.define(:name)
-  test "travel agent with instructions template" do
-    # region travel_agent_instructions_template
-    user = MockUser.new(name: "Alice Johnson")
-    prompt = TravelAgent.with(user: user, message: "I need help planning my trip").prompt_context
-
-    # The instructions template should be included in the prompt
-    system_message = prompt.messages.find { |m| m.role == :system }
-    assert_not_nil system_message
-    assert_includes system_message.content, "Alice Johnson"
-    assert_includes system_message.content, "`search` action to find hotels"
-    assert_includes system_message.content, "`book` action to book a hotel"
-    assert_includes system_message.content, "`confirm` action to confirm the booking"
-    # endregion travel_agent_instructions_template
-  end
-
-  test "travel agent with custom user in instructions" do
-    VCR.use_cassette("travel_agent_custom_user_instructions") do
-      # region travel_agent_custom_user_instructions
-      user = MockUser.new(name: "Bob Smith")
-      message = "I need to find a hotel in Paris"
-      prompt = TravelAgent.with(user: user, message: message).prompt_context
-      system_message = prompt.messages.find { |m| m.role == :system }
-      assert_includes system_message.content, "Bob Smith"
-
-      response = prompt.generate_now
-
-      # The instructions should have been personalized with the user's name
-      system_message = response.prompt.messages.find { |m| m.role == :system }
-      assert_includes system_message.content, "Bob Smith"
-
-      # The agent should understand the task based on the instructions
-      assert_not_nil response
-      assert_not_nil response.message
-      # endregion travel_agent_custom_user_instructions
-
-      doc_example_output(response)
-    end
-  end
-
-  test "travel agent search action with LLM interaction" do
-    VCR.use_cassette("travel_agent_search_llm") do
-      # region travel_agent_search_llm
-      message = "Find flights from NYC to LAX"
-      prompt = TravelAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      # The LLM should call the search tool and return results
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.prompt.messages.size >= 2  # At least system and user messages
-      # endregion travel_agent_search_llm
-
-      doc_example_output(response)
-    end
-  end
-
-  test "travel agent book action with LLM interaction" do
-    VCR.use_cassette("travel_agent_book_llm") do
-      # region travel_agent_book_llm
-      message = "Book flight AA123 for John Doe"
-      prompt = TravelAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      # The LLM should call the book tool
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.prompt.messages.size >= 2
-      # endregion travel_agent_book_llm
-
-      doc_example_output(response, "travel_agent_book_llm")
-    end
-  end
-
-  test "travel agent confirm action with LLM interaction" do
-    VCR.use_cassette("travel_agent_confirm_llm") do
-      # region travel_agent_confirm_llm
-      message = "Confirm booking TRV789012 for Jane Smith"
-      prompt = TravelAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      # The LLM should call the confirm tool
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.prompt.messages.size >= 2
-      # endregion travel_agent_confirm_llm
-
-      doc_example_output(response)
-    end
-  end
-
-  test "travel agent full conversation flow with LLM" do
-    VCR.use_cassette("travel_agent_conversation_flow") do
-      # region travel_agent_conversation_flow
-      # Test a full conversation flow with the LLM
-      message = "I need to search for flights from NYC to LAX, then book one and confirm it"
-      prompt = TravelAgent.with(message: message).prompt_context
-      response = prompt.generate_now
-
-      # The LLM should understand the request and potentially call multiple tools
-      assert_not_nil response
-      assert_not_nil response.message
-      assert response.prompt.messages.size >= 2  # At least system and user messages
-      # endregion travel_agent_conversation_flow
-
-      doc_example_output(response)
-    end
-  end
-
-  # Keep the original tests to ensure the views still work correctly
-  test "travel agent search view renders HTML format" do
-    # region travel_agent_search_html
-    response = TravelAgent.with(
-      message: "Find flights from NYC to LAX",
-      departure: "NYC",
-      destination: "LAX",
-      results: [
-        { airline: "American Airlines", price: 299, departure: "10:00 AM" },
-        { airline: "Delta", price: 350, departure: "2:00 PM" }
-      ]
-    ).search
-
-    # The HTML view will be rendered with flight search results
-    assert response.message.content.include?("Travel Search Results")
-    assert response.message.content.include?("NYC")
-    assert response.message.content.include?("LAX")
-    # endregion travel_agent_search_html
-
-    doc_example_output(response)
-  end
-
-  test "travel agent book view renders text format" do
-    # region travel_agent_book_text
-    response = TravelAgent.with(
-      message: "Book flight AA123",
-      flight_id: "AA123",
-      passenger_name: "John Doe",
-      confirmation_number: "CNF123456"
-    ).book
-
-    # The text view returns booking details
-    assert response.message.content.include?("Booking flight AA123")
-    assert response.message.content.include?("Passenger: John Doe")
-    assert response.message.content.include?("Confirmation: CNF123456")
-    assert response.message.content.include?("Status: Booking confirmed")
-    # endregion travel_agent_book_text
-
-    doc_example_output(response, "travel_agent_book_text")
-  end
-
-  test "travel agent confirm view renders text format" do
-    # region travel_agent_confirm_text
-    response = TravelAgent.with(
-      message: "Confirm booking",
-      confirmation_number: "TRV789012",
-      passenger_name: "Jane Smith",
-      flight_details: "AA123 - NYC to LAX, departing 10:00 AM"
-    ).confirm
-
-    # The text view returns a simple confirmation message
-    assert response.message.content.include?("Your booking has been confirmed!")
-    assert response.message.content.include?("TRV789012")
-    assert response.message.content.include?("Jane Smith")
-    # endregion travel_agent_confirm_text
-
-    doc_example_output(response)
-  end
-
-  test "travel agent demonstrates multi-format support" do
-    # region travel_agent_multi_format
-    # Different actions use different formats based on their purpose
-    search_response = TravelAgent.with(
-      message: "Search flights",
-      departure: "NYC",
-      destination: "LAX",
-      results: []
-    ).search
-    assert search_response.message.content.include?("Travel Search Results")  # Rich UI format
-
-    book_response = TravelAgent.with(
-      message: "Book flight",
-      flight_id: "AA123",
-      passenger_name: "Test User",
-      confirmation_number: "CNF789"
-    ).book
-    assert book_response.message.content.include?("Booking flight AA123")   # Text format
-    assert book_response.message.content.include?("Test User")
-
-    confirm_response = TravelAgent.with(
-      message: "Confirm",
-      confirmation_number: "CNF789",
-      passenger_name: "Test User"
-    ).confirm
-    assert confirm_response.message.content.include?("Your booking has been confirmed!") # Simple text format
-    # endregion travel_agent_multi_format
-
-    assert_not_nil search_response
-    assert_not_nil book_response
-    assert_not_nil confirm_response
-  end
-end
diff --git a/test/agents/travel_agent_tool_call_test.rb b/test/agents/travel_agent_tool_call_test.rb
deleted file mode 100644
index a4266df3..00000000
--- a/test/agents/travel_agent_tool_call_test.rb
+++ /dev/null
@@ -1,151 +0,0 @@
-require "test_helper"
-require "active_agent/action_prompt/action"
-require "active_agent/action_prompt/message"
-require "active_agent/action_prompt/prompt"
-
-class TravelAgentToolCallTest < ActiveAgentTestCase
-  test "assistant tool call message contains flat params" do
-    # Create a mock tool call action with flat params structure
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_123",
-      name: "search",
-      params: { departure: "NYC", destination: "LAX" }
-    )
-
-    assert_equal "search", action.name
-    assert_equal({ departure: "NYC", destination: "LAX" }, action.params)
-  end
-
-  test "travel agent search action receives params through perform_action" do
-    # Create agent with context
-    agent = TravelAgent.new
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-
-    # Mock a tool call action
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_search_123",
-      name: "search",
-      params: { departure: "NYC", destination: "LAX", results: [] }
-    )
-
-    # Call perform_action
-    agent.send(:perform_action, action)
-
-    # Verify the action can access params
-    assert_equal "NYC", agent.instance_variable_get(:@departure)
-    assert_equal "LAX", agent.instance_variable_get(:@destination)
-
-    # Verify context was updated with tool message
-    last_message = agent.context.messages.last
-    assert_equal :tool, last_message.role
-    assert_equal "call_search_123", last_message.action_id
-    assert_equal "search", last_message.action_name
-  end
-
-  test "travel agent book action receives params through perform_action" do
-    # Create agent with context
-    agent = TravelAgent.new
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-
-    # Mock a tool call action
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_book_456",
-      name: "book",
-      params: { flight_id: "AA123", passenger_name: "John Doe" }
-    )
-
-    # Call perform_action
-    agent.send(:perform_action, action)
-
-    # Verify the action can access params
-    assert_equal "AA123", agent.instance_variable_get(:@flight_id)
-    assert_equal "John Doe", agent.instance_variable_get(:@passenger_name)
-
-    # Verify context was updated with tool message
-    last_message = agent.context.messages.last
-    assert_equal :tool, last_message.role
-    assert_equal "call_book_456", last_message.action_id
-    assert_equal "book", last_message.action_name
-  end
-
-  test "travel agent confirm action receives params through perform_action" do
-    # Create agent with context
-    agent = TravelAgent.new
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-
-    # Mock a tool call action
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_confirm_789",
-      name: "confirm",
-      params: { confirmation_number: "CNF789", passenger_name: "Jane Smith" }
-    )
-
-    # Call perform_action
-    agent.send(:perform_action, action)
-
-    # Verify the action can access params
-    assert_equal "CNF789", agent.instance_variable_get(:@confirmation_number)
-    assert_equal "Jane Smith", agent.instance_variable_get(:@passenger_name)
-
-    # Verify context was updated with tool message
-    last_message = agent.context.messages.last
-    assert_equal :tool, last_message.role
-    assert_equal "call_confirm_789", last_message.action_id
-    assert_equal "confirm", last_message.action_name
-  end
-
-  test "perform_action sets params and updates context messages" do
-    # Create agent
-    agent = TravelAgent.new
-
-    # Mock a tool call action with flat params
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_456",
-      name: "search",
-      params: { departure: "NYC", destination: "LAX" }
-    )
-
-    # Create a context with initial messages
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-    agent.context.messages = [
-      ActiveAgent::ActionPrompt::Message.new(role: :system, content: "You are a travel agent"),
-      ActiveAgent::ActionPrompt::Message.new(role: :user, content: "Find flights")
-    ]
-    initial_message_count = agent.context.messages.size
-
-    # Call perform_action
-    agent.send(:perform_action, action)
-
-    # Verify params were set correctly from flat structure
-    assert_equal({ departure: "NYC", destination: "LAX" }, agent.params)
-
-    # Verify context was updated with tool message
-    # Additional system messages may be added during perform_action
-    assert agent.context.messages.size > initial_message_count, "Should have added messages"
-
-    # Find the tool message that was added
-    tool_messages = agent.context.messages.select { |m| m.role == :tool }
-    assert_equal 1, tool_messages.size, "Should have exactly one tool message"
-
-    tool_message = tool_messages.first
-    assert_equal "call_456", tool_message.action_id
-    assert_equal "search", tool_message.action_name
-    assert_equal "call_456", tool_message.generation_id
-  end
-
-  test "tool schema uses flat parameter structure" do
-    agent = TravelAgent.new
-    agent.context = ActiveAgent::ActionPrompt::Prompt.new
-
-    # Load the search action schema
-    schema = agent.send(:render_schema, "search", [ "travel_agent" ])
-
-    # Verify the schema has flat structure
-    assert_equal "function", schema["type"]
-    assert_equal "search", schema["function"]["name"]
-    assert_equal "object", schema["function"]["parameters"]["type"]
-    assert schema["function"]["parameters"]["properties"].key?("departure")
-    assert schema["function"]["parameters"]["properties"].key?("destination")
-    assert_includes schema["function"]["parameters"]["required"], "destination"
-  end
-end
diff --git a/test/callbacks_test.rb b/test/callbacks_test.rb
deleted file mode 100644
index 6417edf2..00000000
--- a/test/callbacks_test.rb
+++ /dev/null
@@ -1,447 +0,0 @@
-require "test_helper"
-
-# Mock LLM::Request for testing
-module LLM
-  class Request
-    class << self
-      def find_or_create_by_request!(request_params, resource:, task_name:, &block)
-        @cache ||= {}
-        @call_counts ||= {}
-
-        # Create a cache key based on the request parameters
-        cache_key = "#{resource.class.name}_#{task_name}_#{request_params.hash}"
-        @call_counts[cache_key] ||= 0
-        @call_counts[cache_key] += 1
-
-        # Return cached response if it exists
-        if @cache[cache_key]
-          return @cache[cache_key]
-        end
-
-        # Execute block and store response
-        response = yield
-        @cache[cache_key] = response
-        response
-      end
-
-      def reset!
-        @cache = {}
-        @call_counts = {}
-      end
-    end
-  end
-end
-
-class BroadcastSpy
-  attr_reader :calls
-
-  def initialize
-    @calls = []
-  end
-
-  def broadcast(*args)
-    @calls << args
-    true
-  end
-end
-
-class AgentWithCallbacks < ActiveAgent::Base
-  layout "agent"
-
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You are a helpful assistant."
-end
-
-class CallbacksWithConditions < AgentWithCallbacks
-  before_generation :update_context_id, only: :test_action
-  after_generation :filter_response_message, except: :test_action
-  on_stream :broadcast_message, only: :stream_action
-
-  def test_action
-    prompt_context(message: "Show me a cat")
-  end
-
-  def another_test_action
-    prompt_context(message: "Show me a cat")
-  end
-
-  def stream_action
-    prompt_context(message: "Stream this message", options: { stream: true })
-  end
-
-  private
-
-  def update_context_id
-    context.context_id = 2000
-  end
-
-  def filter_response_message
-    generation_provider.response.message.content = "[FILTERED]"
-  end
-
-  def broadcast_message
-    response = generation_provider.response
-
-    ActionCable.server.broadcast("broadcast_message", response)
-  end
-end
-
-class TestCallbacksWithConditions < ActiveSupport::TestCase
-  def setup
-    @agent_class = CallbacksWithConditions
-  end
-
-  test "when :only is specified, a before action is triggered on that action" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.test_action.generate_now
-      assert_equal 2000, generation_result.prompt.context_id
-    end
-
-    VCR.use_cassette("streaming_agent_stream_response") do
-      spy = BroadcastSpy.new
-
-      ActionCable.stub :server, spy do
-        @agent_class.stream_action.generate_now
-      end
-
-      assert_equal 54, spy.calls.size
-    end
-  end
-
-  test "when :only is specified, a before action is not triggered on other actions" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.another_test_action.generate_now
-      assert_nil generation_result.prompt.context_id
-    end
-  end
-
-  test "when :except is specified, an after action is not triggered on that action" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.test_action.generate_now
-      assert_not_equal "[FILTERED]", generation_result.message.content
-    end
-  end
-
-  test "when :except is specified, an after action is triggered on other actions" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.another_test_action.generate_now
-      assert_equal "[FILTERED]", generation_result.message.content
-    end
-  end
-end
-
-class CallbacksWithChangedConditions < CallbacksWithConditions
-  before_generation :update_context_id, only: :another_test_action
-end
-
-class TestCallbacksWithChangedConditions < ActiveSupport::TestCase
-  def setup
-    @agent_class = CallbacksWithChangedConditions
-  end
-
-  test "when a callback is modified in a child with :only, it works for the :only action" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.another_test_action.generate_now
-      assert_equal 2000, generation_result.prompt.context_id
-    end
-  end
-
-  test "when a callback is modified in a child with :only, it does not work for other actions" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.test_action.generate_now
-      assert_nil generation_result.prompt.context_id
-    end
-  end
-end
-
-class CallbacksWithArrayConditions < AgentWithCallbacks
-  before_generation :update_context_id, only: %i[test_action another_test_action]
-
-  def test_action
-    prompt_context(message: "Show me a cat")
-  end
-
-  def another_test_action
-    prompt_context(message: "Show me a cat")
-  end
-
-  def yet_another_test_action
-    prompt_context(message: "Show me a cat")
-  end
-
-  private
-
-  def update_context_id
-    context.context_id = 2000
-  end
-end
-
-class TestCallbacksWithArrayConditions < ActiveSupport::TestCase
-  def setup
-    @agent_class = CallbacksWithArrayConditions
-  end
-
-  test "when :only is specified with an array, a before action is triggered on that action" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.test_action.generate_now
-      assert_equal 2000, generation_result.prompt.context_id
-    end
-
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.another_test_action.generate_now
-      assert_equal 2000, generation_result.prompt.context_id
-    end
-  end
-
-  test "when :only is specified with an array, a before action is not triggered on other actions" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.yet_another_test_action.generate_now
-      assert_nil generation_result.prompt.context_id
-    end
-  end
-end
-
-class AgentWithDefaultStreamOptionCallbacks < ApplicationAgent
-  generate_with :openai,
-                model: "gpt-4.1-nano",
-                instructions: "You're a chat agent. Your job is to help users with their questions.",
-                stream: true
-
-  on_stream :broadcast_message
-
-  def stream_action
-    prompt_context(message: "Stream this message")
-  end
-
-  def another_stream_action
-    prompt_context(message: "Stream this message")
-  end
-
-  private
-
-  def broadcast_message
-    response = generation_provider.response
-
-    ActionCable.server.broadcast("broadcast_message", response)
-  end
-end
-
-class TestAgentWithDefaultStreamOptionCallbacks < ActiveSupport::TestCase
-  def setup
-    @agent_class = AgentWithDefaultStreamOptionCallbacks
-  end
-
-  test "when :filter option is not specified, an on_stream action is triggered on any action" do
-    VCR.use_cassette("streaming_agent_stream_response") do
-      spy = BroadcastSpy.new
-
-      ActionCable.stub :server, spy do
-        @agent_class.stream_action.generate_now
-      end
-
-      assert_equal 54, spy.calls.size
-    end
-
-    VCR.use_cassette("streaming_agent_stream_response") do
-      spy = BroadcastSpy.new
-
-      ActionCable.stub :server, spy do
-        @agent_class.another_stream_action.generate_now
-      end
-
-      assert_equal 54, spy.calls.size
-    end
-  end
-end
-
-class AgentWithDefaultStreamOptionWithChangedConditionCallbacks < AgentWithDefaultStreamOptionCallbacks
-  on_stream :broadcast_message, only: :stream_action
-end
-
-class TestAgentWithDefaultStreamOptionWithChangedConditionCallbacks < ActiveSupport::TestCase
-  def setup
-    @agent_class = AgentWithDefaultStreamOptionWithChangedConditionCallbacks
-  end
-
-  test "when a callback is modified in a child with :only, it works for the :only action" do
-    VCR.use_cassette("streaming_agent_stream_response") do
-      spy = BroadcastSpy.new
-
-      ActionCable.stub :server, spy do
-        @agent_class.stream_action.generate_now
-      end
-
-      assert_equal 54, spy.calls.size
-    end
-  end
-
-  test "when a callback is modified in a child with :only, it does not work for other actions" do
-    VCR.use_cassette("streaming_agent_stream_response") do
-      spy = BroadcastSpy.new
-
-      ActionCable.stub :server, spy do
-        @agent_class.another_stream_action.generate_now
-      end
-
-      assert_empty spy.calls, "Expected no broadcast calls"
-    end
-  end
-end
-
-# region around_generation_basic
-class AgentWithAroundGeneration < ActiveAgent::Base
-  layout "agent"
-
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You are a helpful assistant."
-
-  around_generation :track_generation_calls
-
-  def test_action
-    prompt_context(message: "Generate a test response")
-  end
-
-  def another_action
-    prompt_context(message: "Generate another response")
-  end
-
-  private
-
-  def track_generation_calls
-    # Track how many times generation is called
-    self.class.instance_variable_set(:@generation_count, (self.class.instance_variable_get(:@generation_count) || 0) + 1)
-
-    # Store agent instance in context for tracking
-    context.agent_instance.instance_variable_set(:@called_at, Time.current)
-
-    # Execute the actual generation
-    yield
-  end
-end
-# endregion around_generation_basic
-
-class TestAgentWithAroundGeneration < ActiveSupport::TestCase
-  def setup
-    @agent_class = AgentWithAroundGeneration
-    @agent_class.instance_variable_set(:@generation_count, 0)
-  end
-
-  # region around_generation_test
-  test "around_generation wraps the generation process" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      # First call - should execute the generation
-      generation_result = @agent_class.test_action.generate_now
-
-      assert generation_result.message.content.present?
-      assert_equal 1, @agent_class.instance_variable_get(:@generation_count)
-
-      # Check that the agent instance was tracked
-      assert generation_result.prompt.agent_instance.instance_variable_get(:@called_at).present?
-    end
-  end
-  # endregion around_generation_test
-
-  test "around_generation is called for each generation" do
-    VCR.use_cassette("openai_prompt_context_response", allow_playback_repeats: true) do
-      # First action
-      generation_result1 = @agent_class.test_action.generate_now
-      assert generation_result1.message.content.present?
-      assert_equal 1, @agent_class.instance_variable_get(:@generation_count)
-
-      # Second action
-      generation_result2 = @agent_class.another_action.generate_now
-      assert generation_result2.message.content.present?
-      assert_equal 2, @agent_class.instance_variable_get(:@generation_count)
-    end
-  end
-end
-
-# region around_generation_conditions
-class AgentWithAroundGenerationAndConditions < ActiveAgent::Base
-  layout "agent"
-
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You are a helpful assistant."
-
-  around_generation :log_timing, only: :timed_action
-  around_generation :cache_llm_request, except: :uncached_action
-
-  def timed_action
-    prompt_context(message: "Timed response")
-  end
-
-  def cached_action
-    prompt_context(message: "Cached response")
-  end
-
-  def uncached_action
-    prompt_context(message: "Uncached response")
-  end
-
-  private
-
-  def log_timing
-    start_time = Time.current
-    result = yield
-    @generation_time = Time.current - start_time
-    # Store timing in context for test access through agent_instance
-    context.agent_instance.instance_variable_set(:@generation_time, @generation_time)
-    result
-  end
-
-  def cache_llm_request
-    # Simple tracking for the test
-    @cached_actions ||= []
-    @cached_actions << action_name
-
-    # Store in context for test access
-    context.agent_instance.instance_variable_set(:@cached_actions, @cached_actions)
-
-    yield
-  end
-end
-# endregion around_generation_conditions
-
-class TestAgentWithAroundGenerationAndConditions < ActiveSupport::TestCase
-  def setup
-    @agent_class = AgentWithAroundGenerationAndConditions
-    LLM::Request.reset!
-  end
-
-  test "around_generation with :only condition applies to specified action" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.timed_action.generate_now
-
-      assert generation_result.message.content.present?
-      # Access the timing through the agent instance stored in the context
-      agent_instance = generation_result.prompt.agent_instance
-      assert agent_instance.instance_variable_get(:@generation_time).present?
-      assert agent_instance.instance_variable_get(:@generation_time) > 0
-    end
-  end
-
-  test "around_generation with :only condition does not apply to other actions" do
-    VCR.use_cassette("openai_prompt_context_response") do
-      generation_result = @agent_class.cached_action.generate_now
-
-      assert generation_result.message.content.present?
-      # The timing callback should not have been called for this action
-      agent_instance = generation_result.prompt.agent_instance
-      assert_nil agent_instance.instance_variable_get(:@generation_time)
-    end
-  end
-
-  test "around_generation with :except condition does not apply to excluded action" do
-    VCR.use_cassette("openai_prompt_context_response", allow_playback_repeats: true) do
-      # Call cached action - should use cache_llm_request
-      generation_result1 = @agent_class.cached_action.generate_now
-      assert generation_result1.message.content.present?
-      cached_actions = generation_result1.prompt.agent_instance.instance_variable_get(:@cached_actions)
-      assert_includes cached_actions, "cached_action"
-
-      # Call uncached action - should NOT use cache_llm_request
-      generation_result2 = @agent_class.uncached_action.generate_now
-      assert generation_result2.message.content.present?
-      # This action should not have the cached_actions instance variable
-      uncached_agent_actions = generation_result2.prompt.agent_instance.instance_variable_get(:@cached_actions)
-      assert_nil uncached_agent_actions
-    end
-  end
-end
diff --git a/test/configuration_examples_test.rb b/test/configuration_examples_test.rb
deleted file mode 100644
index 7b56b8f8..00000000
--- a/test/configuration_examples_test.rb
+++ /dev/null
@@ -1,92 +0,0 @@
-require "test_helper"
-
-class ConfigurationExamplesTest < ActiveAgentTestCase
-  # Test agents for documentation examples
-
-  # region application_agent_basic_configuration
-  class ExampleApplicationAgent < ActiveAgent::Base
-    generate_with :openai,
-      instructions: "You are a helpful assistant.",
-      model: "gpt-4o-mini",
-      temperature: 0.7
-  end
-  # endregion application_agent_basic_configuration
-
-  # region travel_agent_example
-  class TravelAgent < ApplicationAgent
-    def search
-      # Your search logic here
-      prompt
-    end
-
-    def book
-      # Your booking logic here
-      prompt
-    end
-
-    def confirm
-      # Your confirmation logic here
-      prompt
-    end
-  end
-  # endregion travel_agent_example
-
-  # region travel_agent_with_views
-  class TravelAgentWithViews < ApplicationAgent
-    def search
-      @results = fetch_travel_options
-      @departure = params[:departure]
-      @destination = params[:destination]
-      prompt
-    end
-
-    private
-    def fetch_travel_options
-      # Mock travel options for documentation
-      [
-        { airline: "United", price: 450, departure: "09:00" },
-        { airline: "Delta", price: 425, departure: "14:30" }
-      ]
-    end
-  end
-  # endregion travel_agent_with_views
-
-  # region parameterized_agent_example
-  class ParameterizedAgent < ApplicationAgent
-    def analyze
-      # Access parameters passed to the agent
-      @topic = params[:topic]
-      @depth = params[:depth] || "medium"
-      prompt
-    end
-  end
-  # endregion parameterized_agent_example
-
-  test "application agent is configured correctly" do
-    # _generation_provider returns the provider instance, not symbol
-    assert ExampleApplicationAgent._generation_provider.is_a?(ActiveAgent::GenerationProvider::OpenAIProvider)
-    # The configuration is stored in the provider's config
-    provider = ExampleApplicationAgent._generation_provider
-    assert_equal "gpt-4o-mini", provider.instance_variable_get(:@model_name)
-  end
-
-  test "travel agent has required actions" do
-    agent = TravelAgent.new
-    assert_respond_to agent, :search
-    assert_respond_to agent, :book
-    assert_respond_to agent, :confirm
-  end
-
-  test "parameterized agent accesses params" do
-    # region parameterized_agent_usage
-    agent = ParameterizedAgent.with(topic: "AI Safety", depth: "detailed")
-    # Agent is parameterized with topic and depth
-    # These params are accessible in the agent's actions
-    # endregion parameterized_agent_usage
-
-    # The params are stored internally and accessed via params method in actions
-    assert_not_nil agent
-    # agent.with returns a ParameterizedAgent instance wrapped in a delegator
-    assert_respond_to agent, :analyze
-  end
-end
diff --git a/test/configuration_test.rb b/test/configuration_test.rb
index b423baf6..c5959178 100644
--- a/test/configuration_test.rb
+++ b/test/configuration_test.rb
@@ -1,196 +1,381 @@
+# frozen_string_literal: true
+
 require "test_helper"
+require "tempfile"
+
+class ConfigurationTest < ActiveSupport::TestCase
+  setup do
+    @original_config = ActiveAgent.configuration
+    ActiveAgent.reset_configuration!
+  end
+
+  teardown do
+    ActiveAgent.instance_variable_set(:@configuration, @original_config)
+  end
+
+  # Test default configuration values
+  test "initializes with default values" do
+    config = ActiveAgent::Configuration.new
+
+    assert_equal true, config.retries
+    assert_equal 3, config.retries_count
+    assert_includes config.retries_on, EOFError
+    assert_includes config.retries_on, Timeout::Error
+  end
+
+  # Test custom initialization
+  test "initializes with custom settings" do
+    config = ActiveAgent::Configuration.new(
+      retries_count: 5
+    )
+
+    assert_equal 5, config.retries_count
+  end
+
+  # Test hash-like access
+  test "supports hash-like access with []" do
+    config = ActiveAgent::Configuration.new(retries_count: 10)
+
+    assert_equal 10, config[:retries_count]
+    assert_equal 10, config["retries_count"]
+  end
 
-# Test for Active Agent configuration loading and validation
-class ActiveAgentConfigurationTest < ActiveAgentTestCase
-  test "loads configuration from active_agent.yml file" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    # Test loading from the actual dummy app configuration
-    config_file = Rails.root.join("config/active_agent.yml")
+  test "supports hash-like assignment with []=" do
+    config = ActiveAgent::Configuration.new
 
-    # Ensure the file exists
-    assert File.exist?(config_file), "active_agent.yml should exist in test dummy app"
+    config[:retries_count] = 7
+    assert_equal 7, config.retries_count
 
-    # Reset and reload configuration
-    ActiveAgent.instance_variable_set(:@config, nil)
-    ActiveAgent.load_configuration(config_file)
+    config["retries"] = false
+    assert_equal false, config.retries
+  end
 
-    ENV["RAILS_ENV"] = "test"
+  # Test method_missing delegation
+  test "accesses configuration via method syntax" do
+    config = ActiveAgent::Configuration.new(retries_count: 15)
 
-    # Verify configuration was loaded
-    assert_not_nil ActiveAgent.config
-    assert ActiveAgent.config.key?("openai"), "Should have openai configuration"
-    assert_equal "OpenAI", ActiveAgent.config["openai"]["service"]
+    assert_equal 15, config.retries_count
+    assert_equal true, config.retries
   end
 
-  test "handles missing configuration file gracefully" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    # Try to load non-existent file
-    non_existent_file = "/tmp/nonexistent_active_agent.yml"
+  test "returns nil for undefined configuration keys" do
+    config = ActiveAgent::Configuration.new
+
+    assert_nil config.nonexistent_key
+    assert_nil config[:nonexistent_key]
+  end
+
+  test "respond_to_missing? works correctly" do
+    config = ActiveAgent::Configuration.new
+
+    assert config.respond_to?(:retries)
+    assert config.respond_to?(:retries_count)
+    refute config.respond_to?(:nonexistent_key)
+  end
 
-    assert_nothing_raised do
-      ActiveAgent.load_configuration(non_existent_file)
+  # Test retries setter validation
+  test "retries accepts false" do
+    config = ActiveAgent::Configuration.new
+    config.retries = false
+    assert_equal false, config.retries
+  end
+
+  test "retries accepts true" do
+    config = ActiveAgent::Configuration.new
+    config.retries = true
+    assert_equal true, config.retries
+  end
+
+  test "retries accepts callable object" do
+    retry_proc = ->(block) { block.call }
+    config = ActiveAgent::Configuration.new
+    config.retries = retry_proc
+
+    assert_equal retry_proc, config.retries
+  end
+
+  test "retries raises error for invalid value" do
+    config = ActiveAgent::Configuration.new
+
+    error = assert_raises(ArgumentError) do
+      config.retries = "invalid"
     end
 
-    # Configuration should remain nil when file doesn't exist
-    assert_equal ActiveAgent.config, {}
-    # Restore original configuration
+    assert_includes error.message, "retries must be false, true, or a callable object"
   end
 
-  test "processes ERB in configuration file" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    # Create a temporary config file with ERB
-    erb_config = <<~YAML
-      test:
-        openai:
-          service: "OpenAI"
-          api_key: <%= "test-" + "key" %>
-          model: "gpt-4o-mini"
-          temperature: <%= 0.5 + 0.2 %>
-          custom_setting: <%= Rails.env %>
-    YAML
+  # Test provider configuration storage
+  test "stores provider-specific configuration" do
+    config = ActiveAgent::Configuration.new(
+      openai: { service: "OpenAI", model: "gpt-4o" },
+      anthropic: { service: "Anthropic", model: "claude-3-5-sonnet-20241022" }
+    )
 
-    temp_file = Tempfile.new([ "active_agent_erb", ".yml" ])
-    temp_file.write(erb_config)
-    temp_file.close
+    assert_equal "OpenAI", config[:openai][:service]
+    assert_equal "gpt-4o", config[:openai][:model]
+    assert_equal "Anthropic", config[:anthropic][:service]
+  end
 
-    ActiveAgent.instance_variable_set(:@config, nil)
-    ActiveAgent.load_configuration(temp_file.path)
+  test "converts hashes to indifferent access" do
+    config = ActiveAgent::Configuration.new(
+      openai: { "service" => "OpenAI", "model" => "gpt-4o" }
+    )
 
-    ENV["RAILS_ENV"] = "test"
-    config = ActiveAgent.config
+    # Should be accessible with both string and symbol keys
+    assert_equal "OpenAI", config[:openai][:service]
+    assert_equal "OpenAI", config[:openai]["service"]
+    assert_equal "gpt-4o", config[:openai][:model]
+    assert_equal "gpt-4o", config[:openai]["model"]
+  end
 
-    assert_equal "test-key", config["openai"]["api_key"]
-    assert_equal 0.7, config["openai"]["temperature"]
-    assert_equal "test", config["openai"]["custom_setting"]
+  test "converts nested hashes to indifferent access" do
+    config = ActiveAgent::Configuration.new(
+      openai: {
+        "service" => "OpenAI",
+        "parameters" => {
+          "temperature" => 0.7,
+          "max_tokens" => 1000
+        }
+      }
+    )
 
-    temp_file.unlink
+    assert_equal 0.7, config[:openai][:parameters][:temperature]
+    assert_equal 0.7, config[:openai]["parameters"]["temperature"]
   end
 
-  test "selects environment-specific configuration" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    multi_env_config = <<~YAML
+  # Test YAML file loading
+  test "loads configuration from YAML file" do
+    yaml_content = <<~YAML
+      development:
+        retries: false
+        retries_count: 10
+    YAML
+
+    Tempfile.create([ "config", ".yml" ]) do |file|
+      file.write(yaml_content)
+      file.rewind
+
+      ENV["RAILS_ENV"] = "development"
+      config = ActiveAgent::Configuration.load(file.path)
+
+      assert_equal false, config.retries
+      assert_equal 10, config.retries_count
+    ensure
+      ENV.delete("RAILS_ENV")
+    end
+  end
+
+  test "loads provider configuration from YAML file" do
+    yaml_content = <<~YAML
       development:
         openai:
           service: "OpenAI"
-          api_key: "dev-key"
-          model: "gpt-4o-mini"
-      test:
-        openai:
-          service: "OpenAI"
-          api_key: "test-key"
           model: "gpt-4o-mini"
-      production:
+          temperature: 0.7
+        anthropic:
+          service: "Anthropic"
+          model: "claude-3-5-sonnet-20241022"
+    YAML
+
+    Tempfile.create([ "config", ".yml" ]) do |file|
+      file.write(yaml_content)
+      file.rewind
+
+      ENV["RAILS_ENV"] = "development"
+      config = ActiveAgent::Configuration.load(file.path)
+
+      assert_equal "OpenAI", config[:openai][:service]
+      assert_equal "gpt-4o-mini", config[:openai][:model]
+      assert_equal 0.7, config[:openai][:temperature]
+      assert_equal "Anthropic", config[:anthropic][:service]
+    ensure
+      ENV.delete("RAILS_ENV")
+    end
+  end
+
+  test "supports ERB in YAML file" do
+    yaml_content = <<~YAML
+      development:
         openai:
           service: "OpenAI"
-          api_key: "prod-key"
-          model: "gpt-4"
+          access_token: <%= "test_token_123" %>
     YAML
 
-    temp_file = Tempfile.new([ "active_agent_multi_env", ".yml" ])
-    temp_file.write(multi_env_config)
-    temp_file.close
+    Tempfile.create([ "config", ".yml" ]) do |file|
+      file.write(yaml_content)
+      file.rewind
 
-    ActiveAgent.instance_variable_set(:@config, nil)
-    ActiveAgent.load_configuration(temp_file.path)
+      ENV["RAILS_ENV"] = "development"
+      config = ActiveAgent::Configuration.load(file.path)
 
-    # Test development environment
-    ENV["RAILS_ENV"] = "development"
-    ActiveAgent.load_configuration(temp_file.path)
-    assert_equal "dev-key", ActiveAgent.config["openai"]["api_key"]
+      assert_equal "test_token_123", config[:openai][:access_token]
+    ensure
+      ENV.delete("RAILS_ENV")
+    end
+  end
 
-    # Test test environment
-    ENV["RAILS_ENV"] = "test"
-    ActiveAgent.load_configuration(temp_file.path)
-    assert_equal "test-key", ActiveAgent.config["openai"]["api_key"]
+  test "falls back to root config if environment not found" do
+    yaml_content = <<~YAML
+      retries: false
+      retries_count: 20
+    YAML
 
-    # Test production environment
-    ENV["RAILS_ENV"] = "production"
-    ActiveAgent.load_configuration(temp_file.path)
-    assert_equal "prod-key", ActiveAgent.config["openai"]["api_key"]
-    assert_equal "gpt-4", ActiveAgent.config["openai"]["model"]
+    Tempfile.create([ "config", ".yml" ]) do |file|
+      file.write(yaml_content)
+      file.rewind
 
-    temp_file.unlink
+      ENV["RAILS_ENV"] = "nonexistent_env"
+      config = ActiveAgent::Configuration.load(file.path)
+
+      assert_equal false, config.retries
+      assert_equal 20, config.retries_count
+    ensure
+      ENV.delete("RAILS_ENV")
+    end
   end
 
-  test "falls back to root configuration when environment not found" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    fallback_config = <<~YAML
-      openai:
-        service: "OpenAI"
-        api_key: "fallback-key"
-        model: "gpt-4o-mini"
-      development:
-        openai:
-          service: "OpenAI"
-          api_key: "dev-key"
-          model: "gpt-4o-mini"
-    YAML
+  test "returns empty config when file does not exist" do
+    config = ActiveAgent::Configuration.load("/path/to/nonexistent/file.yml")
 
-    temp_file = Tempfile.new([ "active_agent_fallback", ".yml" ])
-    temp_file.write(fallback_config)
-    temp_file.close
+    # Should still have default values
+    assert_equal true, config.retries
+    assert_equal 3, config.retries_count
+  end
 
-    ActiveAgent.instance_variable_set(:@config, nil)
+  # Test global configuration methods
+  test "ActiveAgent.configuration returns global instance" do
+    config1 = ActiveAgent.configuration
+    config2 = ActiveAgent.configuration
 
-    # Test with environment that doesn't exist in config
-    ENV["RAILS_ENV"] = "staging"
-    ActiveAgent.load_configuration(temp_file.path)
+    assert_same config1, config2
+  end
 
-    # Should fall back to root level configuration
-    assert_equal "fallback-key", ActiveAgent.config["openai"]["api_key"]
+  test "ActiveAgent.configure yields configuration" do
+    ActiveAgent.configure do |config|
+      config.retries = false
+      config.retries_count = 99
+    end
 
-    temp_file.unlink
-    # Restore original configuration
+    assert_equal false, ActiveAgent.configuration.retries
+    assert_equal 99, ActiveAgent.configuration.retries_count
   end
 
-  test "provider configuration merges options" do
-    base_config = {
-      "test" => {
-        "openai" => {
-          "service" => "OpenAI",
-          "api_key" => "test-key",
-          "model" => "gpt-4o-mini"
-        }
-      }
-    }
+  test "ActiveAgent.configure returns configuration" do
+    result = ActiveAgent.configure do |config|
+      config.retries_count = 42
+    end
+
+    assert_instance_of ActiveAgent::Configuration, result
+    assert_equal 42, result.retries_count
+  end
+
+  test "ActiveAgent.reset_configuration! creates new instance" do
+    ActiveAgent.configuration.retries_count = 50
+    original = ActiveAgent.configuration
+
+    ActiveAgent.reset_configuration!
+    new_config = ActiveAgent.configuration
+
+    refute_same original, new_config
+    assert_equal 3, new_config.retries_count # default value
+  end
+
+  test "ActiveAgent::Base.logger can be manually set in configure block" do
+    custom_logger = Logger.new(STDERR)
 
-    ActiveAgent.instance_variable_set(:@config, base_config)
-    ENV["RAILS_ENV"] = "test"
+    ActiveAgent.configure do |config|
+      ActiveAgent::Base.logger = custom_logger
+    end
 
-    # Test configuration with additional options
-    provider = ApplicationAgent.configuration(:openai, temperature: 0.9, custom_option: "test")
+    assert_equal custom_logger, ActiveAgent::Base.logger
 
-    # Check the provider's config which should contain the merged configuration
-    # Original config uses string keys, merged options use symbol keys
-    assert_equal "test-key", provider.config["api_key"]
-    assert_equal "gpt-4o-mini", provider.config["model"]
-    assert_equal 0.9, provider.config[:temperature]  # Merged options use symbol keys
-    assert_equal "test", provider.config[:custom_option]  # Merged options use symbol keys
+    # Reset to Rails logger
+    ActiveAgent::Base.logger = Rails.logger
   end
 
-  test "configuration file structure matches expected format" do
-    ActiveAgent.instance_variable_set(:@config, nil)
-    # Verify the test dummy app's configuration file has the expected structure
-    config_file = Rails.root.join("config/active_agent.yml")
-    assert File.exist?(config_file)
+  test "config.logger proxy accessor works" do
+    custom_logger = Logger.new(STDERR)
 
-    config_content = File.read(config_file)
+    ActiveAgent.configure do |config|
+      config.logger = custom_logger
+    end
+
+    assert_equal custom_logger, ActiveAgent.configuration.logger
+    assert_equal custom_logger, ActiveAgent::Base.logger
+
+    # Reset to Rails logger
+    ActiveAgent.configure do |config|
+      config.logger = Rails.logger
+    end
+  end
+
+  test "ActiveAgent.configuration_load sets global configuration" do
+    yaml_content = <<~YAML
+      development:
+        retries_count: 25
+        openai:
+          service: "OpenAI"
+          model: "gpt-4o"
+    YAML
 
-    # Should have environment sections
-    assert_includes config_content, "development:"
-    assert_includes config_content, "test:"
+    Tempfile.create([ "config", ".yml" ]) do |file|
+      file.write(yaml_content)
+      file.rewind
 
-    # Should have provider configurations
-    assert_includes config_content, "openai:"
-    assert_includes config_content, "service: \"OpenAI\""
+      ENV["RAILS_ENV"] = "development"
+      ActiveAgent.configuration_load(file.path)
 
-    # Should have Rails credentials ERB
-    assert_includes config_content, "<%= Rails.application.credentials"
+      assert_equal 25, ActiveAgent.configuration.retries_count
+      assert_equal "OpenAI", ActiveAgent.configuration[:openai][:service]
+    ensure
+      ENV.delete("RAILS_ENV")
+    end
+  end
+
+  # Test array conversion to indifferent access
+  test "converts arrays with hashes to indifferent access" do
+    config = ActiveAgent::Configuration.new(
+      providers: [
+        { "name" => "openai", "model" => "gpt-4o" },
+        { "name" => "anthropic", "model" => "claude-3-5-sonnet-20241022" }
+      ]
+    )
+
+    assert_equal "openai", config[:providers][0][:name]
+    assert_equal "openai", config[:providers][0]["name"]
+  end
+
+  # Test retries_on default error classes
+  test "retries_on includes network-related errors by default" do
+    config = ActiveAgent::Configuration.new
+
+    assert_includes config.retries_on, EOFError
+    assert_includes config.retries_on, Errno::ECONNREFUSED
+    assert_includes config.retries_on, Errno::ECONNRESET
+    assert_includes config.retries_on, Errno::EHOSTUNREACH
+    assert_includes config.retries_on, Errno::EINVAL
+    assert_includes config.retries_on, Errno::ENETUNREACH
+    assert_includes config.retries_on, Errno::ETIMEDOUT
+    assert_includes config.retries_on, SocketError
+    assert_includes config.retries_on, Timeout::Error
+  end
+
+  test "retries_on can be modified" do
+    config = ActiveAgent::Configuration.new
+    original_count = config.retries_on.size
+
+    config.retries_on << RuntimeError
+
+    assert_equal original_count + 1, config.retries_on.size
+    assert_includes config.retries_on, RuntimeError
+  end
+
+  # Test DEFAULTS constant
+  test "DEFAULTS constant is frozen" do
+    assert ActiveAgent::Configuration::DEFAULTS.frozen?
+  end
 
-    # Parse the YAML to ensure it's valid
-    parsed_config = YAML.load(ERB.new(config_content).result, aliases: true)
-    assert parsed_config.is_a?(Hash)
-    assert parsed_config.key?("development")
-    assert parsed_config.key?("test")
+  test "DEFAULTS retries_on is frozen" do
+    assert ActiveAgent::Configuration::DEFAULTS[:retries_on].frozen?
   end
 end
diff --git a/test/docs/actions/embeddings_examples_test.rb b/test/docs/actions/embeddings_examples_test.rb
new file mode 100644
index 00000000..94be3335
--- /dev/null
+++ b/test/docs/actions/embeddings_examples_test.rb
@@ -0,0 +1,304 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module EmbeddingsExamples
+      class QuickStart < ActiveSupport::TestCase
+        test "quick start example" do
+          VCR.use_cassette("docs/agents/embeddings_examples/quick_start") do
+            # region quick_start
+            class MyAgent < ApplicationAgent
+              embed_with :openai, model: "text-embedding-3-small"
+
+              def vectorize
+                embed(input: params[:text])
+              end
+            end
+
+            response = MyAgent.with(text: "Hello world").vectorize.embed_now
+            vector = response.data.first[:embedding]  # => [0.123, -0.456, ...]
+            # endregion quick_start
+
+            assert_kind_of Array, vector
+            assert vector.all? { |v| v.is_a?(Float) }
+          end
+        end
+      end
+
+      class BasicUsage < ActiveSupport::TestCase
+        test "direct embedding" do
+          VCR.use_cassette("docs/agents/embeddings_examples/direct_embedding") do
+            # region direct_embedding
+            response = ApplicationAgent.embed(
+              input: "The quick brown fox",
+              model: "text-embedding-3-small"
+            ).embed_now
+            vector = response.data.first[:embedding]
+            # endregion direct_embedding
+
+            assert_kind_of Array, vector
+            assert vector.all? { |v| v.is_a?(Float) }
+          end
+        end
+
+        test "background processing" do
+          # region background_processing
+          job = ApplicationAgent.embed(
+            input: "Long document text",
+            model: "text-embedding-3-small"
+          ).embed_later(
+            queue: :embeddings,
+            priority: 10
+          )
+          # endregion background_processing
+
+          assert_kind_of ActiveAgent::GenerationJob, job
+        end
+
+        test "multiple inputs" do
+          VCR.use_cassette("docs/agents/embeddings_examples/multiple_inputs") do
+            # region multiple_inputs
+            response = ApplicationAgent.embed(
+              input: [ "First text", "Second text", "Third text" ],
+              model: "text-embedding-3-small"
+            ).embed_now
+
+            vectors = response.data.pluck(:embedding)
+            # endregion multiple_inputs
+
+            assert_equal 3, vectors.size
+            assert vectors.all? { |v| v.is_a?(Array) }
+          end
+        end
+      end
+
+      class ResponseStructure < ActiveSupport::TestCase
+        test "accessing embedding vector" do
+          VCR.use_cassette("docs/agents/embeddings_examples/response_structure") do
+            # region response_structure
+            response = ApplicationAgent.embed(
+              input: "Sample text",
+              model: "text-embedding-3-small"
+            ).embed_now
+
+            # Access embedding vector
+            vector = response.data.first[:embedding]  # Array of floats
+
+            # Check dimensions
+            vector.size  # => 1536 (varies by model)
+            # endregion response_structure
+
+            assert_kind_of Array, vector
+            assert vector.all? { |v| v.is_a?(Float) }
+          end
+        end
+      end
+
+      class Configuration < ActiveSupport::TestCase
+        test "basic configuration" do
+          VCR.use_cassette("docs/agents/embeddings_examples/basic_configuration") do
+            # region basic_configuration
+            class EmbeddingAgent < ApplicationAgent
+              embed_with :openai, model: "text-embedding-3-small"
+            end
+
+            response = EmbeddingAgent.embed(input: "Your text").embed_now
+            # endregion basic_configuration
+
+            assert_not_nil response
+          end
+        end
+
+        test "mixing providers" do
+          VCR.use_cassette("docs/agents/embeddings_examples/mixing_providers") do
+            # region mixing_providers
+            class HybridAgent < ApplicationAgent
+              generate_with :anthropic, model: "claude-3-5-sonnet-20241022"
+              embed_with :openai, model: "text-embedding-3-small"
+            end
+
+            # Use Anthropic for chat
+            chat_response = HybridAgent.prompt(message: "Hello").generate_now
+
+            # Use OpenAI for embeddings
+            embed_response = HybridAgent.embed(input: "Hello").embed_now
+            # endregion mixing_providers
+
+            assert_not_nil chat_response
+            assert_not_nil embed_response
+          end
+        end
+
+        test "openai specific options" do
+          # region openai_options
+          class OpenAIAgent < ApplicationAgent
+            embed_with :openai,
+              model: "text-embedding-3-small",
+              dimensions: 512  # Reduce from default 1536
+          end
+          # endregion openai_options
+
+          assert_not_nil OpenAIAgent
+        end
+
+        test "ollama configuration" do
+          # region ollama_configuration
+          class OllamaAgent < ApplicationAgent
+            embed_with :ollama,
+              model: "nomic-embed-text",
+              host: "http://localhost:11434"
+          end
+          # endregion ollama_configuration
+
+          assert_not_nil OllamaAgent
+        end
+      end
+
+      class Callbacks < ActiveSupport::TestCase
+        class Rails
+          class Logger
+            def self.info(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+        end
+
+        test "embedding callbacks" do
+          VCR.use_cassette("docs/agents/embeddings_examples/callbacks") do
+            # region embedding_callbacks
+            class TrackedAgent < ApplicationAgent
+              embed_with :openai, model: "text-embedding-3-small"
+
+              before_embedding :log_start
+              after_embedding :log_complete
+
+              private
+
+              def log_start
+                Rails.logger.info "Starting embedding generation"
+              end
+
+              def log_complete
+                Rails.logger.info "Embedding complete"
+              end
+            end
+
+            response = TrackedAgent.embed(input: "Text").embed_now
+            # Logs before and after generation
+            # endregion embedding_callbacks
+
+            assert_not_nil response
+          end
+        end
+      end
+
+      class SimilaritySearch < ActiveSupport::TestCase
+        test "cosine similarity search" do
+          VCR.use_cassette("docs/agents/embeddings_examples/cosine_similarity") do
+            # region cosine_similarity
+            def cosine_similarity(vec1, vec2)
+              dot_product = vec1.zip(vec2).map { |a, b| a * b }.sum
+              magnitude1 = Math.sqrt(vec1.map { |v| v**2 }.sum)
+              magnitude2 = Math.sqrt(vec2.map { |v| v**2 }.sum)
+              dot_product / (magnitude1 * magnitude2)
+            end
+
+            documents = [
+              "The cat sat on the mat",
+              "Dogs are loyal companions",
+              "Machine learning is a subset of AI",
+              "The feline rested on the rug"
+            ]
+
+            # Generate embeddings
+            response   = ApplicationAgent.embed(
+              input: documents,
+              model: "text-embedding-3-small"
+            ).embed_now
+            embeddings = response.data.map { |item| item[:embedding] }
+
+            # Query
+            query = "cat on mat"
+            query_embedding = ApplicationAgent.embed(
+              input: query,
+              model: "text-embedding-3-small"
+            ).embed_now.data.first[:embedding]
+
+            # Calculate similarities
+            results = embeddings.map.with_index do |embedding, i|
+              similarity = cosine_similarity(query_embedding, embedding)
+              { document: documents[i], similarity: }
+            end.sort_by { |r| -r[:similarity] }
+
+            results.first[:document]  # => "The cat sat on the mat"
+            # endregion cosine_similarity
+
+            assert_equal "The cat sat on the mat", results.first[:document]
+            assert results.first[:similarity] > 0.5
+          end
+        end
+      end
+
+      class ModelDimensions < ActiveSupport::TestCase
+        test "checking dimensions" do
+          VCR.use_cassette("docs/agents/embeddings_examples/model_dimensions") do
+            # region model_dimensions
+            # OpenAI text-embedding-3-small: 1536 dimensions (default)
+            # OpenAI text-embedding-3-large: 3072 dimensions
+            # OpenAI text-embedding-ada-002: 1536 dimensions
+            # Ollama nomic-embed-text: 768 dimensions
+
+            response = ApplicationAgent.embed(
+              input: "Test",
+              model: "text-embedding-3-small"
+            ).embed_now
+            dimensions = response.data.first[:embedding].size
+            # endregion model_dimensions
+
+            assert dimensions > 0
+          end
+        end
+
+        test "reducing dimensions" do
+          # region reducing_dimensions
+          class CompactAgent < ApplicationAgent
+            embed_with :openai,
+              model: "text-embedding-3-small",
+              dimensions: 512  # Smaller, faster
+          end
+          # endregion reducing_dimensions
+
+          assert_not_nil CompactAgent
+        end
+      end
+
+      class ErrorHandling < ActiveSupport::TestCase
+        class Rails
+          class Logger
+            def self.error(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+        end
+
+        test "handling provider errors" do
+          skip "Error handling example - would fail in test"
+
+          # region error_handling
+          begin
+            response = OllamaAgent.embed(input: "Text").embed_now
+            _vector = response.data.first[:embedding]
+          rescue Errno::ECONNREFUSED => e
+            Rails.logger.error "Ollama not running: #{e.message}"
+            # Fallback or retry logic
+          end
+          # endregion error_handling
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/actions/messages_examples_test.rb b/test/docs/actions/messages_examples_test.rb
new file mode 100644
index 00000000..3e9e7c75
--- /dev/null
+++ b/test/docs/actions/messages_examples_test.rb
@@ -0,0 +1,376 @@
+require "test_helper"
+
+module Docs
+  module Actions
+    module Messages
+      # region single_message_agent
+      class SingleMessageAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def chat
+          prompt("What is the capital of France?")
+        end
+      end
+      # endregion single_message_agent
+
+      # region message_keyword_agent
+      class MessageKeywordAgent < ApplicationAgent
+        generate_with :anthropic, model: "claude-3-5-haiku-20241022"
+
+        def chat
+          prompt(message: "Explain quantum computing")
+        end
+      end
+      # endregion message_keyword_agent
+
+      # region multiple_messages_agent
+      class MultipleMessagesAgent < ApplicationAgent
+        generate_with :open_router, model: "openai/gpt-4o-mini"
+
+        def chat_inline
+          prompt(
+            "Tell me a fun fact about Ruby.",
+            "Now explain why that's interesting."
+          )
+        end
+
+        def chat_array
+          prompt(messages: [
+            "Tell me a fun fact about Ruby.",
+            "Now explain why that's interesting."
+          ])
+        end
+      end
+      # endregion multiple_messages_agent
+
+      # region messages_with_roles_agent
+      class MessagesWithRolesAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def chat_multiple
+          prompt(messages: [
+            { role: "assistant", text: "I can help with programming questions." },
+            { text: "What are the benefits of ActiveRecord?" }
+          ])
+        end
+
+        def chat_single
+          prompt(message: { role: "assistant", text: "Previous response..." })
+        end
+      end
+      # endregion messages_with_roles_agent
+
+      # region image_agent
+      class ImageAgent < ApplicationAgent
+        generate_with :anthropic, model: "claude-3-5-haiku-20241022"
+
+        def analyze_url
+          prompt(
+            "What's in this image?",
+            image: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+          )
+        end
+
+        def analyze_base64
+          prompt(
+            "Describe this image",
+            image: "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+          )
+        end
+
+        def analyze_message_hash
+          prompt(message: {
+            text: "Analyze this",
+            image: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+          })
+        end
+
+        def analyze_messages_array
+          prompt(messages: [
+            { text: "What's in this image?" },
+            { image: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64" }
+          ])
+        end
+      end
+      # endregion image_agent
+
+      # region document_agent
+      class DocumentAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def summarize_url
+          prompt(
+            "Summarize this document",
+            document: "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+          )
+        end
+      end
+      # endregion document_agent
+
+      # region document_base64_agent
+      class DocumentBase64Agent < ApplicationAgent
+        generate_with :anthropic, model: "claude-3-5-haiku-20241022"
+
+        def extract_base64
+          file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+          base64_data = Base64.strict_encode64(File.read(file_path))
+          pdf_base64_url = "data:application/pdf;base64,#{base64_data}"
+
+          prompt(
+            "Extract key points",
+            document: pdf_base64_url
+          )
+        end
+      end
+      # endregion document_base64_agent
+
+      # region inspect_messages_agent
+      class InspectMessagesAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def chat
+          prompt("Hello")
+        end
+      end
+      # endregion inspect_messages_agent
+
+      # region system_messages_agent
+      class SystemMessagesAgent < ApplicationAgent
+        generate_with :anthropic, model: "claude-3-5-haiku-20241022"
+
+        def chat
+          prompt(
+            instructions: "You are a travel booking assistant.",
+            message: "Help me book a hotel"
+          )
+        end
+      end
+      # endregion system_messages_agent
+
+      # region assistant_history_agent
+      class AssistantHistoryAgent < ApplicationAgent
+        generate_with :open_router, model: "openai/gpt-4o-mini"
+
+        def continue_conversation
+          prompt(messages: [
+            { role: "assistant", text: "I can help you with that." },
+            { text: "Great! I need help with X" }
+          ])
+        end
+      end
+      # endregion assistant_history_agent
+
+      # region common_format_agent
+      class CommonFormatAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def multimodal
+          prompt("Hello", image: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64")
+        end
+      end
+      # endregion common_format_agent
+
+      # region native_format_agent
+      class NativeFormatAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def multimodal_native
+          # Use common format - the native format is provider-specific
+          prompt("What's in this image?", image: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64")
+        end
+      end
+      # endregion native_format_agent
+
+      class Tests < ActiveSupport::TestCase
+        test "single message agent sends simple message" do
+          VCR.use_cassette("docs/actions/messages/single_message") do
+            response = SingleMessageAgent.with(message: "Test").chat.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert response.message.content.length > 0
+            assert_match(/paris/i, response.message.content)
+          end
+        end
+
+        test "message keyword agent uses message parameter" do
+          VCR.use_cassette("docs/actions/messages/message_keyword") do
+            response = MessageKeywordAgent.with(message: "Test").chat.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert_match(/quantum/i, response.message.content)
+          end
+        end
+
+        test "multiple messages agent sends multiple messages inline" do
+          VCR.use_cassette("docs/actions/messages/multiple_inline") do
+            response = MultipleMessagesAgent.with(message: "Test").chat_inline.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert_match(/ruby/i, response.message.content)
+          end
+        end
+
+        test "multiple messages agent sends multiple messages as array" do
+          VCR.use_cassette("docs/actions/messages/multiple_array") do
+            response = MultipleMessagesAgent.with(message: "Test").chat_array.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert_match(/ruby/i, response.message.content)
+          end
+        end
+
+        test "messages with roles agent sets explicit roles" do
+          VCR.use_cassette("docs/actions/messages/with_roles_multiple") do
+            response = MessagesWithRolesAgent.with(message: "Test").chat_multiple.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert_match(/activerecord|active record|database/i, response.message.content)
+          end
+        end
+
+        test "messages with roles agent handles single message with role" do
+          prompt = MessagesWithRolesAgent.with(message: "Test").chat_single
+          assert prompt.messages.any?
+        end
+
+        test "image agent handles URL image" do
+          VCR.use_cassette("docs/actions/messages/image_url") do
+            response = ImageAgent.with(message: "Test").analyze_url.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert response.message.content.length > 0
+          end
+        end
+
+        test "image agent handles base64 image" do
+          VCR.use_cassette("docs/actions/messages/image_base64") do
+            response = ImageAgent.with(message: "Test").analyze_base64.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+          end
+        end
+
+        test "image agent handles message hash with image" do
+          VCR.use_cassette("docs/actions/messages/image_message_hash") do
+            response = ImageAgent.with(message: "Test").analyze_message_hash.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+          end
+        end
+
+        test "image agent handles messages array with image" do
+          VCR.use_cassette("docs/actions/messages/image_messages_array") do
+            response = ImageAgent.with(message: "Test").analyze_messages_array.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+          end
+        end
+
+        test "document agent handles URL document" do
+          VCR.use_cassette("docs/actions/messages/document_url") do
+            response = DocumentAgent.with(message: "Test").summarize_url.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert response.message.content.length > 0
+          end
+        end
+
+        test "document agent handles base64 document" do
+          VCR.use_cassette("docs/actions/messages/document_base64") do
+            response = DocumentBase64Agent.with(message: "Test").extract_base64.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert response.message.content.length > 0
+          end
+        end
+
+        test "inspect messages shows recent message" do
+          VCR.use_cassette("docs/actions/messages/inspect_messages") do
+            # region inspect_messages
+            response = InspectMessagesAgent.with(message: "Hello").chat.generate_now
+
+            response.message
+            response.messages
+            # endregion inspect_messages
+
+            assert_not_nil response.message
+            assert response.messages.any?
+            assert_equal response.message, response.messages.last
+          end
+        end
+
+        test "grouping by role filters messages" do
+          VCR.use_cassette("docs/actions/messages/grouping_by_role") do
+            response = InspectMessagesAgent.with(message: "Hello").chat.generate_now
+
+            # region grouping_by_role
+            system_messages = response.messages.select { |m| m.role == :system }
+            user_messages = response.messages.select { |m| m.role == :user }
+            assistant_messages = response.messages.select { |m| m.role == :assistant }
+            tool_messages = response.messages.select { |m| m.role == :tool }
+            # endregion grouping_by_role
+
+            # Verify we got a response with messages
+            assert response.success?
+            assert response.messages.any?
+            assert_not_nil response.message
+          end
+        end
+
+        test "system messages come from instructions" do
+          VCR.use_cassette("docs/actions/messages/system_messages") do
+            response = SystemMessagesAgent.with(message: "Test").chat.generate_now
+
+            # region inspect_system_message
+            system_message = response.messages.find { |m| m.role == :system }
+            # endregion inspect_system_message
+
+            assert response.success?
+            # Anthropic doesn't return system messages in the response
+            # but they are sent to the API
+            assert_not_nil response.message.content
+          end
+        end
+
+        test "assistant history provides conversation context" do
+          VCR.use_cassette("docs/actions/messages/assistant_history") do
+            response = AssistantHistoryAgent.with(message: "Test").continue_conversation.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+            assert response.message.content.length > 0
+          end
+        end
+
+        test "common format works across providers" do
+          VCR.use_cassette("docs/actions/messages/common_format") do
+            response = CommonFormatAgent.with(message: "Test").multimodal.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+          end
+        end
+
+        test "native format uses provider-specific structures" do
+          VCR.use_cassette("docs/actions/messages/native_format") do
+            response = NativeFormatAgent.with(message: "Test").multimodal_native.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.content
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/actions/structured_output_examples_test.rb b/test/docs/actions/structured_output_examples_test.rb
new file mode 100644
index 00000000..041599f1
--- /dev/null
+++ b/test/docs/actions/structured_output_examples_test.rb
@@ -0,0 +1,503 @@
+require "test_helper"
+
+module Docs
+  module Actions
+    module StructuredOutputExamples
+      # Base ApplicationAgent for tests
+      class ApplicationAgent < ActiveAgent::Base
+        # Will be overridden in specific agents
+      end
+
+      # region basic_json_object_agent
+      class DataAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def extract
+          prompt(
+            "Extract user info as a JSON object: John Doe, 30, john@example.com",
+            response_format: :json_object
+          )
+        end
+      end
+      # endregion basic_json_object_agent
+
+      # region anthropic_json_agent
+      class AnthropicAgent < ApplicationAgent
+        generate_with :anthropic, model: "claude-3-5-sonnet-latest"
+
+        def extract
+          prompt(
+            "Extract user data as JSON: Jane Smith, jane@example.com, 28",
+            response_format: :json_object
+          )
+        end
+      end
+      # endregion anthropic_json_agent
+
+      # region json_schema_with_view_agent
+      class DataExtractionAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def parse_resume
+          prompt(
+            message: "Extract resume data: #{params[:file_data]}",
+            # Loads views/agents/data_extraction/parse_resume/schema.json
+            response_format: :json_schema
+          )
+        end
+      end
+      # endregion json_schema_with_view_agent
+
+      class InlineSchemaAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def parse
+          # region named_json_schema_agent
+          prompt(
+            "Extract colors: red, blue, green. Return as json.",
+            response_format: {
+              type:        "json_schema",
+              json_schema: :colors
+            }
+          )
+          # endregion named_json_schema_agent
+        end
+
+        def extract
+          # region inline_json_schema_agent
+          prompt(
+            "Extract colors: red, blue, green. Return as json.",
+            response_format: {
+              type: "json_schema",
+              json_schema: {
+                name: "color_list",
+                schema: {
+                  type: "object",
+                  properties: {
+                    colors: {
+                      type: "array",
+                      items: { type: "string" }
+                    }
+                  },
+                  required: [ "colors" ],
+                  additionalProperties: false
+                },
+                strict: true
+              }
+            }
+          )
+          # endregion inline_json_schema_agent
+        end
+      end
+
+
+      # region user_model_with_schema
+      class User
+        include ActiveModel::Model
+        include ActiveModel::Attributes
+        include ActiveAgent::SchemaGenerator
+
+        attribute :name, :string
+        attribute :email, :string
+        attribute :age, :integer
+
+        validates :name, presence: true, length: { minimum: 2 }
+        validates :email, presence: true, format: { with: URI::MailTo::EMAIL_REGEXP }
+        validates :age, numericality: { greater_than_or_equal_to: 18 }
+      end
+      # endregion user_model_with_schema
+
+      class ExtractionAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def extract_user
+          # region extraction_agent_with_model
+          prompt(
+            message: params[:text],
+            response_format: {
+              type:        "json_schema",
+              json_schema: User.to_json_schema(strict: true, name: "user_data")
+            }
+          )
+          # endregion extraction_agent_with_model
+        end
+      end
+
+      class Tests < ActiveSupport::TestCase
+        test "basic json object extraction" do
+          VCR.use_cassette("docs/actions/structured_output/basic_json_object") do
+            # region basic_json_object_usage
+            response = DataAgent.extract.generate_now
+            data = response.message.parsed_json
+            # => { name: "John Doe", age: 30, email: "john@example.com" }
+            # endregion basic_json_object_usage
+
+            assert response.success?
+            assert_not_nil data
+            assert_kind_of Hash, data
+            assert_includes data.keys, :name
+            assert_includes data.keys, :email
+            assert_includes data.keys, :age
+          end
+        end
+
+        test "json object parsing with options" do
+          VCR.use_cassette("docs/actions/structured_output/basic_json_object") do
+            response = DataAgent.extract.generate_now
+
+            # region json_object_parsing
+            data = response.message.parsed_json(
+              symbolize_names: true,       # Convert keys to symbols (default: true)
+              normalize_names: :underscore # Normalize keys (default: :underscore)
+            )
+            # endregion json_object_parsing
+
+            assert_not_nil data
+            assert_kind_of Hash, data
+          end
+        end
+
+        test "anthropic emulated json mode" do
+          VCR.use_cassette("docs/actions/structured_output/anthropic_json") do
+            response = AnthropicAgent.extract.generate_now
+
+            assert response.success?
+            assert_not_nil response.message.parsed_json
+            data = response.message.parsed_json
+            assert_kind_of Hash, data
+          end
+        end
+
+        test "inline json schema" do
+          VCR.use_cassette("docs/actions/structured_output/inline_schema") do
+            # region inline_schema_usage
+            response = InlineSchemaAgent.extract.generate_now
+            response.message.parsed_json # => { colors: ["red", "blue", "green"] }
+            # endregion inline_schema_usage
+
+            assert response.success?
+            assert_kind_of Hash, response.message.parsed_json
+            assert_includes response.message.parsed_json.keys, :colors
+            assert_kind_of Array, response.message.parsed_json[:colors]
+          end
+        end
+
+        test "named json schema" do
+          VCR.use_cassette("docs/actions/structured_output/named_schema") do
+            response = InlineSchemaAgent.parse.generate_now
+
+            assert response.success?
+            assert_kind_of Hash, response.message.parsed_json
+            assert_includes response.message.parsed_json.keys, :colors
+            assert_kind_of Array, response.message.parsed_json[:colors]
+          end
+        end
+
+        test "generate schema from activemodel" do
+          # region generate_schema_activemodel
+          schema = User.to_json_schema
+          # => { type: "object", properties: { name: {...}, email: {...} }, required: [...] }
+          # endregion generate_schema_activemodel
+
+          assert_kind_of Hash, schema
+          assert_equal "object", schema[:type]
+          assert_includes schema[:properties].keys, :name
+          assert_includes schema[:properties].keys, :email
+          assert_includes schema[:properties].keys, :age
+          assert_includes schema[:required], :name
+          assert_includes schema[:required], :email
+        end
+
+        test "use generated schema in agent" do
+          VCR.use_cassette("docs/actions/structured_output/generated_schema") do
+            response = ExtractionAgent.with(
+              text: "John Smith is 25 years old and his email is john@example.com"
+            ).extract_user.generate_now
+
+            assert response.success?
+            assert_kind_of Hash, response.message.parsed_json
+          end
+        end
+
+        test "json schema with view template" do
+          VCR.use_cassette("docs/actions/structured_output/json_schema_with_view") do
+            # region json_schema_view_usage
+            response = DataExtractionAgent.with(
+              file_data: "Resume: John Smith\nEmail: john@example.com\nPhone: 555-1234\n" \
+                         "Education: BS Computer Science, MIT, 2015\n" \
+                         "Experience: Software Engineer at TechCo, 2015-2020"
+            ).parse_resume.generate_now
+
+            data = response.message.parsed_json
+            # => { name: "John Smith", email: "john@example.com", ... }
+            # endregion json_schema_view_usage
+
+            assert response.success?
+            assert_kind_of Hash, data
+            assert_includes data.keys, :name
+            assert_includes data.keys, :email
+            assert_includes data.keys, :experience
+          end
+        end
+
+        test "access response content types" do
+          VCR.use_cassette("docs/actions/structured_output/inline_schema") do
+            response = InlineSchemaAgent.extract.generate_now
+
+            # region response_content_access
+            response.message.parsed_json # Parsed hash
+            response.message.content     # Original JSON string
+            # endregion response_content_access
+
+            assert_kind_of Hash, response.message.parsed_json
+            assert_kind_of String, response.message.content
+          end
+        end
+      end
+
+      class ProviderSupportTests < ActiveSupport::TestCase
+        test "openai native json object support" do
+          VCR.use_cassette("docs/actions/structured_output/openai_json_object") do
+            # region openai_json_object
+            class OpenAIAgent < ApplicationAgent
+              generate_with :openai, model: "gpt-4o"
+
+              def extract
+                prompt(
+                  "Extract as JSON: Alice, 35, alice@test.com",
+                  response_format: { type: "json_object" }
+                )
+              end
+            end
+            # endregion openai_json_object
+
+            response = OpenAIAgent.extract.generate_now
+            assert response.success?
+            data = response.message.parsed_json
+            assert_kind_of Hash, data
+          end
+        end
+
+        test "openai native json schema support" do
+          VCR.use_cassette("docs/actions/structured_output/openai_json_schema") do
+            # region openai_json_schema
+            class OpenAISchemaAgent < ApplicationAgent
+              generate_with :openai, model: "gpt-4o"
+
+              def extract
+                prompt(
+                  "List fruits: apple, banana, orange. Return as JSON.",
+                  response_format: {
+                    type: "json_schema",
+                    json_schema: {
+                      name: "fruits",
+                      schema: {
+                        type: "object",
+                        properties: {
+                          items: {
+                            type: "array",
+                            items: { type: "string" }
+                          }
+                        },
+                        required: [ "items" ],
+                        additionalProperties: false
+                      },
+                      strict: true
+                    }
+                  }
+                )
+              end
+            end
+            # endregion openai_json_schema
+
+            response = OpenAISchemaAgent.extract.generate_now
+            assert response.success?
+            assert_kind_of Hash, response.message.parsed_json
+          end
+        end
+
+        test "openrouter json object support" do
+          VCR.use_cassette("docs/actions/structured_output/openrouter_json_object") do
+            # region openrouter_json_object
+            class OpenRouterAgent < ApplicationAgent
+              generate_with :open_router, model: "openai/gpt-4o-mini"
+
+              def extract
+                prompt(
+                  "Extract as JSON: Bob, 40, bob@test.com",
+                  response_format: { type: "json_object" }
+                )
+              end
+            end
+            # endregion openrouter_json_object
+
+            response = OpenRouterAgent.extract.generate_now
+            assert response.success?
+            data = response.message.parsed_json
+            assert_kind_of Hash, data
+          end
+        end
+
+        test "openrouter json schema support" do
+          VCR.use_cassette("docs/actions/structured_output/openrouter_json_schema") do
+            # region openrouter_json_schema
+            class OpenRouterSchemaAgent < ApplicationAgent
+              generate_with :open_router, model: "openai/gpt-4o-mini"
+
+              def extract
+                prompt(
+                  "List animals: dog, cat, bird. Return as JSON.",
+                  response_format: {
+                    type: "json_schema",
+                    json_schema: {
+                      name: "animals",
+                      schema: {
+                        type: "object",
+                        properties: {
+                          list: {
+                            type: "array",
+                            items: { type: "string" }
+                          }
+                        },
+                        required: [ "list" ],
+                        additionalProperties: false
+                      },
+                      strict: true
+                    }
+                  }
+                )
+              end
+            end
+            # endregion openrouter_json_schema
+
+            response = OpenRouterSchemaAgent.extract.generate_now
+            assert response.success?
+            # OpenRouter may return JSON as string, need to parse
+            content = response.message.parsed_json
+            if content.is_a?(String)
+              content = JSON.parse(content)
+            end
+            assert_kind_of Hash, content
+          end
+        end
+
+        test "ollama json object support" do
+          skip "Ollama tests require local setup"
+            # region ollama_json_object
+            class OllamaAgent < ApplicationAgent
+              generate_with :ollama, model: "llama3.2"
+
+              def extract
+                prompt(
+                  "Extract as JSON: Charlie, 45, charlie@test.com",
+                  response_format: { type: "json_object" }
+                )
+              end
+            end
+          # endregion ollama_json_object          response = OllamaAgent.extract.generate_now
+          assert response.success?
+        end
+      end
+
+      class BestPracticesTests < ActiveSupport::TestCase
+        test "strict mode for critical data" do
+          VCR.use_cassette("docs/actions/structured_output/strict_mode") do
+            # region strict_mode_example
+            class StrictAgent < ApplicationAgent
+              generate_with :openai, model: "gpt-4o"
+
+              def extract
+                prompt(
+                  "Extract as JSON: David, david@test.com",
+                  response_format: {
+                    type: "json_schema",
+                    json_schema: {
+                      name: "user_info",
+                      schema: {
+                        type: "object",
+                        properties: {
+                          name: { type: "string" },
+                          email: { type: "string" }
+                        },
+                        required: [ "name", "email" ],
+                        additionalProperties: false
+                      },
+                      strict: true
+                    }
+                  }
+                )
+              end
+            end
+            # endregion strict_mode_example
+
+            response = StrictAgent.extract.generate_now
+            assert response.success?
+            assert_kind_of Hash, response.message.parsed_json
+            assert_includes response.message.parsed_json.keys, :name
+            assert_includes response.message.parsed_json.keys, :email
+          end
+        end
+
+        test "test with real providers using vcr" do
+          # region test_with_vcr
+          VCR.use_cassette("docs/actions/structured_output/extraction") do
+            response = DataAgent.extract.generate_now
+            assert_includes response.message.parsed_json.keys, :name
+          end
+          # endregion test_with_vcr
+        end
+      end
+
+      class TroubleshootingTests < ActiveSupport::TestCase
+        test "validates strict mode schema" do
+          # region strict_mode_validation
+          schema = User.to_json_schema(strict: true, name: "user_data")
+          # endregion strict_mode_validation
+
+          assert_kind_of Hash, schema
+          assert_equal true, schema[:strict]
+          assert_equal "user_data", schema[:name]
+          assert_kind_of Hash, schema[:schema]
+        end
+
+        test "handles missing fields with strict mode" do
+          VCR.use_cassette("docs/actions/structured_output/strict_mode") do
+            response = StrictAgent.extract.generate_now
+
+            # Strict mode ensures all required fields are present
+            assert response.success?
+            assert_includes response.message.parsed_json.keys, :name
+            assert_includes response.message.parsed_json.keys, :email
+          end
+        end
+      end
+
+      # Helper agent for tests
+      class StrictAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def extract
+          prompt(
+            "Extract as JSON: David, david@test.com",
+            response_format: {
+              type: "json_schema",
+              json_schema: {
+                name: "user_info",
+                schema: {
+                  type: "object",
+                  properties: {
+                    name: { type: "string" },
+                    email: { type: "string" }
+                  },
+                  required: [ "name", "email" ],
+                  additionalProperties: false
+                },
+                strict: true
+              }
+            }
+          )
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/actions/tools_examples_test.rb b/test/docs/actions/tools_examples_test.rb
new file mode 100644
index 00000000..9f68149f
--- /dev/null
+++ b/test/docs/actions/tools_examples_test.rb
@@ -0,0 +1,238 @@
+require "test_helper"
+
+module Docs
+  module Actions
+    class ToolsExamplesTest < ActiveSupport::TestCase
+      class QuickStartExample < ActiveSupport::TestCase
+        # region quick_start_weather_agent
+        class WeatherAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-4o"
+
+          def weather_update
+            prompt(
+              input: "What's the weather in Boston?",
+              tools: [ {
+                type: "function",
+                name: "get_weather",
+                description: "Get current weather for a location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: { type: "string", description: "City and state" }
+                  },
+                  required: [ "location" ]
+                }
+              } ]
+            )
+          end
+
+          def get_weather(location:)
+            { location: location, temperature: "72°F", conditions: "sunny" }
+          end
+        end
+        # endregion quick_start_weather_agent
+
+        test "quick start weather agent with tools" do
+          VCR.use_cassette("docs/actions/tools/quick_start_weather") do
+            # region quick_start_weather_usage
+            response = WeatherAgent.weather_update.generate_now
+            # endregion quick_start_weather_usage
+
+            assert response.message.content.present?
+            assert response.message.content.include?("72")
+
+            doc_example_output(response)
+          end
+        end
+      end
+
+      class OpenAIBasicExample < ActiveSupport::TestCase
+        # region openai_basic_function
+        class WeatherAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-4o"
+
+          def weather_update
+            prompt(
+              input: "What's the weather in Boston?",
+              tools: [ {
+                type: "function",
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location" ]
+                }
+              } ]
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location: location, unit: unit, temperature: "22", conditions: "sunny" }
+          end
+        end
+        # endregion openai_basic_function
+
+        test "OpenAI basic function registration" do
+          VCR.use_cassette("docs/actions/tools/openai_basic_function") do
+            response = WeatherAgent.weather_update.generate_now
+
+            assert response.message.content.present?
+
+            doc_example_output(response)
+          end
+        end
+      end
+
+      class AnthropicBasicExample < ActiveSupport::TestCase
+        # region anthropic_basic_function
+        class WeatherAgent < ApplicationAgent
+          generate_with :anthropic, model: "claude-sonnet-4-20250514"
+
+          def weather_update
+            prompt(
+              message: "What's the weather in San Francisco?",
+              max_tokens: 1024,
+              tools: [ {
+                name: "get_weather",
+                description: "Get the current weather in a given location",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    }
+                  },
+                  required: [ "location" ]
+                }
+              } ]
+            )
+          end
+
+          def get_weather(location:)
+            { location: location, temperature: "72°F", conditions: "sunny" }
+          end
+        end
+        # endregion anthropic_basic_function
+
+        test "Anthropic basic function registration" do
+          VCR.use_cassette("docs/actions/tools/anthropic_basic_function") do
+            response = AnthropicBasicExample::WeatherAgent.weather_update.generate_now
+
+            assert response.message.content.present?
+
+            doc_example_output(response)
+          end
+        end
+      end
+
+      class OllamaBasicExample < ActiveSupport::TestCase
+        # region ollama_basic_function
+        class WeatherAgent < ApplicationAgent
+          generate_with :ollama, model: "qwen3:latest"
+
+          def weather_update
+            prompt(
+              message: "What's the weather in Boston?",
+              tools: [ {
+                type: "function",
+                function: {
+                  name: "get_current_weather",
+                  description: "Get the current weather in a given location",
+                  parameters: {
+                    type: "object",
+                    properties: {
+                      location: {
+                        type: "string",
+                        description: "The city and state, e.g. San Francisco, CA"
+                      },
+                      unit: {
+                        type: "string",
+                        enum: [ "celsius", "fahrenheit" ]
+                      }
+                    },
+                    required: [ "location" ]
+                  }
+                }
+              } ]
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location: location, unit: unit, temperature: "22" }
+          end
+        end
+        # endregion ollama_basic_function
+
+        test "Ollama basic function registration" do
+          VCR.use_cassette("docs/actions/tools/ollama_basic_function") do
+            response = OllamaBasicExample::WeatherAgent.weather_update.generate_now
+
+            assert response.message.content.present?
+
+            doc_example_output(response)
+          end
+        end
+      end
+
+      class OpenRouterBasicExample < ActiveSupport::TestCase
+        # region openrouter_basic_function
+        class WeatherAgent < ApplicationAgent
+          generate_with :openrouter, model: "google/gemini-2.0-flash-001"
+
+          def weather_update
+            prompt(
+              message: "What's the weather in Boston?",
+              tools: [ {
+                type: "function",
+                function: {
+                  name: "get_current_weather",
+                  description: "Get the current weather in a given location",
+                  parameters: {
+                    type: "object",
+                    properties: {
+                      location: {
+                        type: "string",
+                        description: "The city and state, e.g. San Francisco, CA"
+                      },
+                      unit: {
+                        type: "string",
+                        enum: [ "celsius", "fahrenheit" ]
+                      }
+                    },
+                    required: [ "location" ]
+                  }
+                }
+              } ]
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location: location, unit: unit, temperature: "22" }
+          end
+        end
+        # endregion openrouter_basic_function
+
+        test "OpenRouter basic function registration" do
+          VCR.use_cassette("docs/actions/tools/openrouter_basic_function") do
+            response = OpenRouterBasicExample::WeatherAgent.weather_update.generate_now
+
+            assert response.message.content.present?
+
+            doc_example_output(response)
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/actions_examples_test.rb b/test/docs/actions_examples_test.rb
new file mode 100644
index 00000000..45de6a82
--- /dev/null
+++ b/test/docs/actions_examples_test.rb
@@ -0,0 +1,150 @@
+require "test_helper"
+
+class ActionsExamplesTest < ActiveSupport::TestCase
+  # region quick_example_summary_agent
+  class SummaryAgent < ApplicationAgent
+    def summarize
+      prompt(
+        instructions: "Summarize in 2-3 sentences",
+        message: params[:text],
+        temperature: 0.3
+      )
+    end
+  end
+  # endregion quick_example_summary_agent
+
+  test "demonstrates basic action definition with summarize" do
+    VCR.use_cassette("docs/actions_examples/quick_example_summary_usage") do
+      text = "Artificial intelligence has revolutionized many industries. Machine learning algorithms can now process vast amounts of data to identify patterns and make predictions. Deep learning, a subset of machine learning, has enabled breakthroughs in image recognition, natural language processing, and autonomous systems."
+      response =
+      # region quick_example_summary_usage
+      # Synchronous execution
+      SummaryAgent.with(text:).summarize.generate_now
+      # Create generation for async execution
+      SummaryAgent.with(text:).summarize.generate_later
+      # endregion quick_example_summary_usage
+
+      assert_not_nil response.message.content
+      assert response.message.content.length < 500  # Should be a brief summary
+
+      doc_example_output(response)
+    end
+  end
+
+  test "demonstrates message with image content" do
+    VCR.use_cassette("docs/actions_examples/actions_message_with_image") do
+      # region messages_with_image
+      response = ApplicationAgent.prompt(
+        "Analyze this image", image: "https://picsum.photos/200"
+      ).generate_now
+      # endregion messages_with_image
+
+      assert_not_nil response.message.content
+      assert response.message.content.length > 0
+
+      doc_example_output(response)
+    end
+  end
+
+  class OpenAIBasicExample < ActiveSupport::TestCase
+    # region tools_weather_agent
+    class WeatherAgent < ApplicationAgent
+      generate_with :openai, model: "gpt-4o"
+
+      def weather_update
+        prompt(
+          input: "What's the weather in Boston?",
+          tools: [ {
+            type: "function",
+            name: "get_current_weather",
+            description: "Get the current weather in a given location",
+            parameters: {
+              type: "object",
+              properties: {
+                location: {
+                  type: "string",
+                  description: "The city and state, e.g. San Francisco, CA"
+                },
+                unit: {
+                  type: "string",
+                  enum: [ "celsius", "fahrenheit" ]
+                }
+              },
+              required: [ "location" ]
+            }
+          } ]
+        )
+      end
+
+      def get_current_weather(location:, unit: "fahrenheit")
+        { location: location, unit: unit, temperature: "22", conditions: "sunny" }
+      end
+    end
+    # endregion tools_weather_agent
+
+    test "OpenAI basic function registration" do
+      VCR.use_cassette("docs/actions_examples/tools") do
+        response = WeatherAgent.weather_update.generate_now
+
+        assert response.message.content.present?
+
+        doc_example_output(response)
+      end
+    end
+  end
+
+  # region structured_output_extract
+  class DataExtractionAgent < ApplicationAgent
+    generate_with :openai, model: "gpt-4o"
+
+    def parse_resume
+      prompt(
+        message: "Extract resume data: #{params[:file_data]}",
+        # Loads views/agents/data_extraction/parse_resume/schema.json
+        response_format: :json_schema
+      )
+    end
+  end
+  # endregion structured_output_extract
+
+  test "json schema with view template" do
+    VCR.use_cassette("docs/actions_examples/structured_output") do
+      # region json_schema_view_usage
+      response = DataExtractionAgent.with(
+        file_data: "Resume: John Smith\nEmail: john@example.com\nPhone: 555-1234\n" \
+                    "Education: BS Computer Science, MIT, 2015\n" \
+                    "Experience: Software Engineer at TechCo, 2015-2020"
+      ).parse_resume.generate_now
+
+      data = response.message.parsed_json
+      # => { name: "John Smith", email: "john@example.com", ... }
+      # endregion json_schema_view_usage
+
+      assert response.success?
+      assert_kind_of Hash, data
+      assert_includes data.keys, :name
+      assert_includes data.keys, :email
+      assert_includes data.keys, :experience
+    end
+  end
+
+  test "quick start example" do
+    VCR.use_cassette("docs/actions_examples/embeddings_vectorize") do
+      # region embeddings_vectorize
+      class MyAgent < ApplicationAgent
+        embed_with :openai, model: "text-embedding-3-small"
+
+        def vectorize
+          embed(input: params[:text])
+        end
+      end
+
+      response = MyAgent.with(text: "Hello world").vectorize.embed_now
+      vector = response.data.first[:embedding]  # => [0.123, -0.456, ...]
+      # endregion embeddings_vectorize
+
+      assert_kind_of Array, vector
+      assert vector.all? { |v| v.is_a?(Float) }
+    end
+  end
+end
diff --git a/test/docs/agents/callbacks_examples_test.rb b/test/docs/agents/callbacks_examples_test.rb
new file mode 100644
index 00000000..e40aa6b9
--- /dev/null
+++ b/test/docs/agents/callbacks_examples_test.rb
@@ -0,0 +1,276 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module CallbacksExamples
+      # Test agent using Mock provider to avoid VCR dependencies
+      class ApplicationAgent < ActiveAgent::Base
+        generate_with :mock
+        embed_with :mock
+      end
+
+      class User
+        def self.find(...); new; end
+      end
+
+      class VectorDB
+        def self.store(...); end
+      end
+
+      class BeforeGeneration < ActiveSupport::TestCase
+        test "before generation callback" do
+          # region before_generation
+          class MyAgent < ApplicationAgent
+            before_generation :load_context
+
+            def chat
+              prompt(message: params[:message])
+            end
+
+            private
+
+            def load_context
+              @user_data = User.find(params[:user_id])
+            end
+          end
+          # endregion before_generation
+
+          response = MyAgent.with(message: "Hello", user_id: 1).chat.generate_now
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class AfterGeneration < ActiveSupport::TestCase
+        class Rails
+          class Logger
+            def self.info(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+        end
+
+        test "after generation callback" do
+          # region after_generation
+          class LoggingAgent < ApplicationAgent
+            after_generation :log_completion
+
+            def chat
+              prompt(message: params[:message])
+            end
+
+            private
+
+            def log_completion
+              Rails.logger.info "Completed generation"
+            end
+          end
+          # endregion after_generation
+
+          response = LoggingAgent.with(message: "Hello").chat.generate_now
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class AroundGeneration < ActiveSupport::TestCase
+        class Rails
+          class Logger
+            def self.info(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+        end
+
+        test "around generation callback" do
+          # region around_generation
+          class TimingAgent < ApplicationAgent
+            around_generation :measure_time
+
+            def chat
+              prompt(message: params[:message])
+            end
+
+            private
+
+            def measure_time
+              start = Time.current
+              yield
+              duration = Time.current - start
+              Rails.logger.info "Generation took #{duration}s"
+            end
+          end
+          # endregion around_generation
+
+          response = TimingAgent.with(message: "Hello").chat.generate_now
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class MultipleConditionalCallbacks < ActiveSupport::TestCase
+        class Rails
+          class ENV
+            def self.production? = true
+            def self.test? = false
+          end
+
+          def self.env = ENV
+
+          class Logger
+            def self.info(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+
+          class Cache
+            def self.write(...); end
+          end
+
+          def self.cache
+            Cache
+          end
+        end
+
+        test "multiple and conditional callbacks" do
+          # region multiple_conditional_callbacks
+          class AdvancedAgent < ApplicationAgent
+            before_generation :load_context
+            before_generation :check_rate_limit, if: :rate_limiting_enabled?
+            after_generation :log_response
+
+            def chat
+              prompt(message: params[:message])
+            end
+
+            private
+
+            def load_context
+              @user_data = User.find(params[:user_id])
+            end
+
+            def check_rate_limit
+              raise "Rate limit exceeded" if rate_limited?
+            end
+
+            def log_response
+              Rails.logger.info "Completed generation"
+            end
+
+            def rate_limiting_enabled?
+              Rails.env.production?
+            end
+
+            def test_environment?
+              Rails.env.test?
+            end
+
+            def rate_limited?
+              false
+            end
+          end
+          # endregion multiple_conditional_callbacks
+
+          response = AdvancedAgent.with(message: "Hello", user_id: 1).chat.generate_now
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class EmbeddingCallbacks < ActiveSupport::TestCase
+        test "embedding callbacks" do
+          # region embedding_callbacks
+          class EmbeddingAgent < ApplicationAgent
+            before_embedding :validate_input
+            around_embedding :measure_time
+
+            def process_text
+              embed(input: params[:text])
+            end
+
+            private
+
+            def validate_input
+              raise "Text too long" if params[:text].length > 10_000
+            end
+
+            def measure_time
+              start = Time.current
+              yield
+              Rails.logger.info "Embedding took #{Time.current - start}s"
+            end
+          end
+          # endregion embedding_callbacks
+
+          response = EmbeddingAgent.with(text: "Hello world").process_text.embed_now
+
+          assert_not_nil response
+          assert_not_nil response.data
+        end
+      end
+
+      class StreamingCallbacks < ActiveSupport::TestCase
+        class Rails
+          class Logger
+            def self.info(...); end
+          end
+
+          def self.logger
+            Logger
+          end
+        end
+
+        test "streaming callbacks" do
+          # region streaming_callbacks
+          class StreamingAgent < ApplicationAgent
+            on_stream_open :initialize_stream
+            on_stream :process_chunk
+            on_stream_close :finalize_stream
+
+            def chat
+              prompt(message: params[:message], stream: true)
+            end
+
+            private
+
+            def initialize_stream
+              @start_time = Time.current
+              @chunk_count = 0
+            end
+
+            def process_chunk(chunk)
+              @chunk_count += 1
+              # Process each chunk as it arrives
+              broadcast_chunk(chunk)
+            end
+
+            def finalize_stream
+              duration = Time.current - @start_time
+              Rails.logger.info "Streamed #{@chunk_count} chunks in #{duration}s"
+            end
+
+            def broadcast_chunk(chunk)
+              # Broadcast implementation
+            end
+          end
+          # endregion streaming_callbacks
+
+          response = StreamingAgent.with(message: "Hello").chat.generate_now
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/agents/error_handling_examples_test.rb b/test/docs/agents/error_handling_examples_test.rb
new file mode 100644
index 00000000..3c8ec31f
--- /dev/null
+++ b/test/docs/agents/error_handling_examples_test.rb
@@ -0,0 +1,266 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module ErrorHandlingExamples
+      # Test agent using Mock provider to avoid VCR dependencies
+      class ApplicationAgent < ActiveAgent::Base
+        generate_with :mock
+        embed_with :mock
+      end
+
+      class Rails
+        class Cache
+          def self.fetch(key)
+            yield if block_given?
+          end
+        end
+
+        class Logger
+          def self.error(...); end
+          def self.warn(...); end
+        end
+
+        def self.cache
+          Cache
+        end
+
+        def self.logger
+          Logger
+        end
+      end
+
+      class ErrorTracker
+        def self.notify(...); end
+      end
+
+      class ErrorNotifier
+        def self.notify(...); end
+      end
+
+      class ErrorMetrics
+        def self.increment(...); end
+      end
+
+      class Sentry
+        def self.capture_exception(...); end
+      end
+
+      class Retries < ActiveSupport::TestCase
+        test "retries configuration" do
+          # region retries
+          class RobustAgent < ApplicationAgent
+            generate_with :openai,
+              model: "gpt-4o",
+              retries: true,
+              retries_count: 5
+
+            def analyze(content)
+              prompt "Analyze this content: #{content}"
+            end
+          end
+          # endregion retries
+
+          VCR.use_cassette("docs/agents/error_handling_examples/retries") do
+            response = RobustAgent.analyze("test").generate_now
+
+            assert_not_nil response
+            assert response.message.content.is_a?(String)
+          end
+        end
+      end
+
+      class RescueHandlers < ActiveSupport::TestCase
+        test "rescue from with agent context" do
+          # region rescue_handlers
+          class MonitoredAgent < ApplicationAgent
+            rescue_from Timeout::Error, with: :handle_timeout
+            rescue_from StandardError, with: :handle_error
+
+            def analyze(data)
+              prompt "Analyze: #{data}"
+            end
+
+            private
+
+            def handle_timeout(exception)
+              Rails.logger.error("Timeout: #{exception.message}")
+              ErrorNotifier.notify(exception, agent: self.class.name, params:)
+              { error: "Processing timed out", retry_after: 60 }
+            end
+
+            def handle_error(exception)
+              Rails.logger.error("Error: #{exception.class} - #{exception.message}")
+              Sentry.capture_exception(exception)
+              { error: "Request failed" }
+            end
+          end
+          # endregion rescue_handlers
+
+          VCR.use_cassette("docs/agents/error_handling_examples/rescue_handlers") do
+            response = MonitoredAgent.analyze("test").generate_now
+
+            assert_not_nil response
+            assert response.message.content.is_a?(String)
+          end
+        end
+      end
+
+      class CombiningStrategies < ActiveSupport::TestCase
+        test "combining all error handling strategies" do
+          # region combining_strategies
+          class ProductionAgent < ApplicationAgent
+            generate_with :openai,
+              model: "gpt-4o",
+              retries: true,
+              retries_count: 3
+
+            rescue_from Timeout::Error, with: :handle_timeout
+
+            def analyze(content)
+              prompt "Analyze content: #{content}"
+            end
+
+            private
+
+            def handle_timeout(exception)
+              { error: "Timeout", retry_after: 60 }
+            end
+          end
+          # endregion combining_strategies
+
+          VCR.use_cassette("docs/agents/error_handling_examples/combining_strategies") do
+            response = ProductionAgent.analyze("test").generate_now
+
+            assert_not_nil response
+            assert response.message.content.is_a?(String)
+          end
+        end
+      end
+
+      class FastFailure < ActiveSupport::TestCase
+        test "fast failure for real-time" do
+          # region fast_failure
+          class RealtimeChatAgent < ApplicationAgent
+            generate_with :anthropic,
+              model: "claude-3-5-sonnet-20241022",
+              retries: false
+
+            rescue_from StandardError, with: :handle_error
+
+            def chat(message)
+              prompt message
+            end
+
+            private
+
+            def handle_error(exception)
+              { error: "Service unavailable" }
+            end
+          end
+          # endregion fast_failure
+
+          VCR.use_cassette("docs/agents/error_handling_examples/fast_failure") do
+            response = RealtimeChatAgent.chat("Hello").generate_now
+
+            assert_not_nil response
+            assert response.message.content.is_a?(String)
+          end
+        end
+      end
+
+      class BackgroundJobIntegration < ActiveSupport::TestCase
+        class SomeUnrecoverableError < StandardError; end
+
+        # region background_job_integration
+        class ProcessingJob < ApplicationJob
+          retry_on Timeout::Error, wait: 30.seconds, attempts: 5
+          discard_on SomeUnrecoverableError
+
+          def perform(data)
+            # Disable ActiveAgent retries, let Sidekiq handle it
+            AsyncAgent.with(data:, retries: false).process
+          end
+        end
+        # endregion background_job_integration
+
+        test "background job integration setup" do
+          # Just verify the class is defined correctly
+          assert_equal ApplicationJob, ProcessingJob.superclass
+        end
+      end
+
+      class GracefulDegradation < ActiveSupport::TestCase
+        test "graceful degradation with cached responses" do
+          # region graceful_degradation
+          class ResilientAgent < ApplicationAgent
+            rescue_from StandardError, with: :handle_error
+
+            def analyze(data)
+              prompt "Complex analysis of: #{data}"
+            end
+
+            private
+
+            def handle_error(exception)
+              Rails.logger.warn("Primary failed, using fallback")
+              Rails.cache.fetch("last_successful_response") do
+                { error: "Service unavailable" }
+              end
+            end
+          end
+          # endregion graceful_degradation
+
+          VCR.use_cassette("docs/agents/error_handling_examples/graceful_degradation") do
+            response = ResilientAgent.analyze("test").generate_now
+
+            assert_not_nil response
+            assert response.message.content.is_a?(String)
+          end
+        end
+      end
+
+      class TestingErrorHandling < ActiveSupport::TestCase
+        test "testing error handling" do
+          # region testing_error_handling
+          require "test_helper"
+
+          class MonitoredAgentTest < ActiveSupport::TestCase
+            test "handles timeout gracefully" do
+              agent = MonitoredAgent.new
+
+              agent.stub :prompt, -> { raise Timeout::Error } do
+                result = agent.analyze("test data")
+
+                assert_equal "Processing timed out", result[:error]
+                assert_equal 60, result[:retry_after]
+              end
+            end
+          end
+          # endregion testing_error_handling
+
+          # The test within the region is a documentation example
+          # We just verify the outer test runs
+          assert true
+        end
+      end
+
+      class Monitoring < ActiveSupport::TestCase
+        test "monitoring with ActiveSupport::Notifications" do
+          # region monitoring
+          # config/initializers/active_agent.rb
+          ActiveSupport::Notifications.subscribe("generate.active_agent") do |name, start, finish, id, payload|
+            if payload[:error]
+              ErrorMetrics.increment("active_agent.errors",
+                tags: [ "agent:#{payload[:agent]}", "error:#{payload[:error].class.name}" ])
+            end
+          end
+          # endregion monitoring
+
+          # Just verify the subscription works
+          assert true
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/agents/generation_examples_test.rb b/test/docs/agents/generation_examples_test.rb
new file mode 100644
index 00000000..1e04272c
--- /dev/null
+++ b/test/docs/agents/generation_examples_test.rb
@@ -0,0 +1,191 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module GenerationExamples
+      # Test agent using Mock provider to avoid VCR dependencies
+      class ApplicationAgent < ActiveAgent::Base
+        generate_with :mock
+        embed_with :mock
+      end
+
+      class SynchronousGeneration < ActiveSupport::TestCase
+        test "standard synchronous generation" do
+          response =
+          # region synchronous_generation_basic
+          ApplicationAgent.prompt(message: "Hello").generate_now
+          # endregion synchronous_generation_basic
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+
+        test "synchronous generation with immediate processing" do
+          response =
+          # region synchronous_generation_bang
+          ApplicationAgent.prompt(message: "Hello").generate_now!
+          # endregion synchronous_generation_bang
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class AsynchronousGeneration < ActiveSupport::TestCase
+        test "basic background generation" do
+          generation_job =
+          # region asynchronous_generation_basic
+          ApplicationAgent.prompt(message: "Analyze this data").generate_later
+          # endregion asynchronous_generation_basic
+
+          assert_kind_of ActiveAgent::GenerationJob, generation_job
+        end
+
+
+        test "background generation with job options" do
+          generation_job =
+          # region asynchronous_generation_options
+          ApplicationAgent.prompt(message: "Generate report").generate_later(
+            queue: :reports,
+            priority: 10,
+            wait: 5.minutes
+          )
+          # endregion asynchronous_generation_options
+
+          assert_kind_of ActiveAgent::GenerationJob, generation_job
+        end
+      end
+
+      class DirectGeneration < ActiveSupport::TestCase
+        test "prompt generation without action methods" do
+          # region direct_generation_basic
+          response = ApplicationAgent.prompt(
+            "What is 2+2?",
+            temperature: 0.7
+          ).generate_now
+          # endregion direct_generation_basic
+
+          assert_not_nil response
+          assert_not_nil response.message.content
+        end
+      end
+
+      class ParameterizedGeneration < ActiveSupport::TestCase
+        # region parameterized_generation_agent
+        class WelcomeAgent < ApplicationAgent
+          def greet
+            prompt(message: "Hello #{params[:name]}!")
+          end
+        end
+        # endregion parameterized_generation_agent
+
+        test "pass parameters to action methods" do
+          # region parameterized_generation_usage
+          response = WelcomeAgent.with(name: "Alice").greet.generate_now
+          # endregion parameterized_generation_usage
+
+          assert_not_nil response
+          assert_includes response.message.content, "Alice"
+        end
+      end
+
+      class ActionBasedGeneration < ActiveSupport::TestCase
+        # region action_based_generation_agent
+        class SupportAgent < ApplicationAgent
+          def help(topic)
+            prompt(message: "Help with #{topic}")
+          end
+        end
+        # endregion action_based_generation_agent
+
+
+        test "define reusable actions" do
+          # region action_based_generation_usage
+          response = SupportAgent.help("authentication").generate_now
+          # endregion action_based_generation_usage
+
+          assert_not_nil response
+          assert_includes response.message.content, "authentication"
+        end
+      end
+
+      class EmbeddingGeneration < ActiveSupport::TestCase
+        test "generate embedding for single input" do
+          # region embedding_generation_single
+          response = ApplicationAgent.embed(
+            input: "The quick brdown fox"
+          ).embed_now
+
+          embedding = response.data.first[:embedding]
+          # endregion embedding_generation_single
+
+          assert_kind_of Array, embedding
+          assert embedding.all? { |v| v.is_a?(Float) }
+        end
+
+
+        test "generate embeddings for multiple inputs" do
+          # region embedding_generation_multiple
+          response = ApplicationAgent.embed(
+            input: [ "First text", "Second text" ]
+          ).embed_now
+          # endregion embedding_generation_multiple
+
+          embeddings = response.data.map { |e| e[:embedding] }
+
+          assert_equal 2, embeddings.size
+          assert embeddings.all? { |e| e.is_a?(Array) }
+          assert embeddings.all? { |e| e.all? { |v| v.is_a?(Float) } }
+        end
+      end
+
+      class InspectingBeforeExecution < ActiveSupport::TestCase
+        test "access prompt properties before generating" do
+          # region inspecting_before_execution
+          generation = ApplicationAgent.prompt(message: "test")
+          # endregion inspecting_before_execution
+
+          assert_equal false, generation.processed?
+          assert_equal "test", generation.message.content
+          assert_not_nil generation.messages
+          assert_not_nil generation.actions
+          assert_not_nil generation.options
+        end
+      end
+
+      class ResponseObjects < ActiveSupport::TestCase
+        test "access prompt response content" do
+          # region response_objects_prompt
+          response = ApplicationAgent.prompt(message: "Hello").generate_now
+          # endregion response_objects_prompt
+
+          assert_not_nil response.message.content
+          assert_not_nil response.messages
+          assert_not_nil response.raw_response
+        end
+
+
+        test "access embedding response content" do
+          # region response_objects_embedding
+          response = ApplicationAgent.embed(input: "text").embed_now
+          # endregion response_objects_embedding
+
+          assert_kind_of Array, response.data
+          assert_not_nil response.data.first[:embedding]
+        end
+      end
+
+      class BackgroundJobConfiguration < ActiveSupport::TestCase
+        # region background_job_configuration
+        class MyAgent < ApplicationAgent
+          self.generate_later_queue_name = :ai_tasks
+        end
+        # endregion background_job_configuration
+
+        test "configure queue name" do
+          assert_equal :ai_tasks, MyAgent.generate_later_queue_name
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/agents/instructions_examples_test.rb b/test/docs/agents/instructions_examples_test.rb
new file mode 100644
index 00000000..ee7ba1b7
--- /dev/null
+++ b/test/docs/agents/instructions_examples_test.rb
@@ -0,0 +1,256 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module Instructions
+      module DefaultTemplate
+        # region default_template
+        class Agent < ApplicationAgent
+          generate_with :mock
+          # endregion default_template
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses default instructions template when none specified" do
+            prompt = Agent.with(message: "Hello").action
+
+            assert_equal "You are a helpful assistant.", prompt.instructions
+          end
+        end
+      end
+
+      module InlineString
+        # region inline_string
+        class Agent < ApplicationAgent
+          generate_with :mock, instructions: "You are a helpful assistant that responds in a friendly manner."
+          # endregion inline_string
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses inline string instructions" do
+            prompt = Agent.with(message: "Hello").action
+
+            assert_equal "You are a helpful assistant that responds in a friendly manner.", prompt.instructions
+          end
+        end
+      end
+
+      module CustomTemplate
+        # region custom_template
+        class Agent < ApplicationAgent
+          generate_with :mock, instructions: {
+            template: :custom_instructions, locals: { from: "English", to: "French" }
+          }
+          # endregion custom_template
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses custom template with locals" do
+            prompt = Agent.with(message: "Hello world").action
+
+            assert_equal "Translate text from English to French.", prompt.instructions
+          end
+        end
+      end
+
+      module DynamicMethod
+        # region dynamic_method
+        class Agent < ApplicationAgent
+          generate_with :mock, instructions: :dynamic_instructions_method
+
+          private
+
+          def dynamic_instructions_method
+            if params[:user]&.admin?
+              "You have access to admin tools. Use them responsibly."
+            else
+              "You are a helpful assistant with standard capabilities."
+            end
+          end
+          # endregion dynamic_method
+
+          public
+
+          def action
+            prompt
+          end
+        end
+
+
+        class Tests < ActiveSupport::TestCase
+          test "uses dynamic method for admin user" do
+            user = Struct.new(:admin?).new(true)
+            prompt = Agent.with(message: "Hello", user: user).action
+
+            assert_equal "You have access to admin tools. Use them responsibly.", prompt.instructions
+          end
+
+          test "uses dynamic method for standard user" do
+            user = Struct.new(:admin?).new(false)
+            prompt = Agent.with(message: "Hello", user: user).action
+
+            assert_equal "You are a helpful assistant with standard capabilities.", prompt.instructions
+          end
+
+          test "uses dynamic method when user is nil" do
+            prompt = Agent.with(message: "Hello").action
+
+            assert_equal "You are a helpful assistant with standard capabilities.", prompt.instructions
+          end
+        end
+      end
+
+      module MulitArray
+        # region multi_array
+        class Agent < ApplicationAgent
+          generate_with :mock, instructions: [
+            "You are a helpful assistant.",
+            "Always respond in a concise manner.",
+            "Use bullet points where appropriate."
+          ]
+          # endregion multi_array
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses array of instructions joined together" do
+            prompt = Agent.with(message: "Hello").action
+
+            expected_instructions = [ "You are a helpful assistant.", "Always respond in a concise manner.", "Use bullet points where appropriate." ]
+            assert_equal expected_instructions, prompt.instructions
+          end
+        end
+      end
+
+      module Precedence
+        # region precedence
+        class Agent < ApplicationAgent
+          generate_with :mock, instructions: "Global instructions"
+
+          def action_with_override
+            # Priority 1: Highest - overrides global
+            prompt(instructions: "Override for this action")
+          end
+
+          def action_with_global
+            # Uses Priority 2: Global instructions
+            prompt
+          end
+          # endregion precedence
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "action-level instructions override global instructions" do
+            prompt = Agent.with(message: "Hello").action_with_override
+
+            assert_equal "Override for this action", prompt.instructions
+          end
+
+          test "uses global instructions when action doesn't override" do
+            prompt = Agent.with(message: "Hello").action_with_global
+
+            assert_equal "Global instructions", prompt.instructions
+          end
+        end
+      end
+
+      module TemplateBindingAt
+        class Agent < ApplicationAgent
+          generate_with :mock
+
+          # region template_binding_at
+          def action
+            @name = params[:name]
+            prompt
+          end
+          # endregion template_binding_at
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses default instructions template when none specified" do
+            prompt = Agent.with(name: "Andor").action
+
+            assert_equal "You are a helpful assistant named Andor", prompt.instructions
+          end
+        end
+      end
+
+      module TemplateBindingLocals
+        class Agent < ApplicationAgent
+          generate_with :mock
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses default instructions template when none specified" do
+            # region template_binding_locals
+            prompt = Agent.with(instructions: { locals: { name: "Andor" } }).action
+            # endregion template_binding_locals
+
+            assert_equal "You are a helpful assistant named Andor", prompt.instructions
+          end
+        end
+      end
+
+      module TemplateBindingParams
+        class Agent < ApplicationAgent
+          generate_with :mock
+
+          def action
+            prompt
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses default instructions template when none specified" do
+            # region template_binding_params
+            prompt = Agent.with(name: "Andor").action
+            # endregion template_binding_params
+
+            assert_equal "You are a helpful assistant named Andor", prompt.instructions
+          end
+        end
+      end
+
+      module TemplateBindingController
+        class Agent < ApplicationAgent
+          generate_with :mock
+
+          def action
+            prompt
+          end
+
+          def tool_action
+            {}
+          end
+        end
+
+        class Tests < ActiveSupport::TestCase
+          test "uses default instructions template when none specified" do
+            prompt = Agent.with(name: "Andor").action
+
+            assert_equal "- tool_action", prompt.instructions
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/agents/streaming_examples_test.rb b/test/docs/agents/streaming_examples_test.rb
new file mode 100644
index 00000000..91e39180
--- /dev/null
+++ b/test/docs/agents/streaming_examples_test.rb
@@ -0,0 +1,224 @@
+require "test_helper"
+
+module Docs
+  module Agents
+    module StreamingExamples
+      class Basic < ActiveSupport::TestCase
+        # region basic_streaming_agent
+        class ChatAgent < ActiveAgent::Base
+          generate_with :openai, model: "gpt-4", stream: true
+
+          on_stream :handle_chunk
+
+          def chat(message)
+            prompt(message)
+          end
+
+          private
+
+          def handle_chunk(chunk)
+            print chunk.delta if chunk.delta
+          end
+        end
+        # endregion basic_streaming_agent
+        test "Basic Example" do
+          response = nil
+          VCR.use_cassette("docs/agents/streaming_examples/basic_streaming") do
+            response =
+            # region basic_streaming_usage
+            # Usage
+            ChatAgent.chat("Hello!").generate_now
+            # endregion basic_streaming_usage
+          end
+
+          assert response.message.content.present?
+        end
+      end
+
+      class Lifecycle < ActiveSupport::TestCase
+        class Message
+          def self.create!(...); end
+        end
+
+        class Server
+          def self.broadcast(...); end
+        end
+
+        test "Lifecycle Example" do
+          ActionCable.stub(:server, Server) do
+            class StreamingAgent < ActiveAgent::Base
+              generate_with :anthropic, model: "claude-haiku-4-5"
+
+              # region lifecycle_open
+              on_stream_open :start_timer
+
+              def start_timer(chunk)
+                @start_time = Time.current
+              end
+              # endregion lifecycle_open
+
+              # region lifecycle_chunk
+              on_stream :broadcast_chunk
+
+              def broadcast_chunk(chunk)
+                return unless chunk.delta
+
+                ActionCable.server.broadcast("chat", content: chunk.delta)
+              end
+              # endregion lifecycle_chunk
+
+              # region lifecycle_close
+              on_stream_close :save_response
+
+              def save_response(chunk)
+                Message.create!(content: chunk.message)
+              end
+              # endregion lifecycle_close
+
+              def generate_content(text)
+                prompt(text, stream: true)
+              end
+            end
+
+            VCR.use_cassette("docs/agents/streaming_examples/lifecycle") do
+              response = StreamingAgent.generate_content("Hello!").generate_now
+
+              assert response.message.content.present?
+            end
+          end
+        end
+      end
+
+      class Callback < ActiveSupport::TestCase
+        class Rails
+          class ENV
+            def self.development? = true
+          end
+
+          def self.env = ENV
+
+          class Logger
+            def self.info(...); end
+          end
+          def self.logger
+            Logger
+          end
+        end
+
+        test "Callback Parameters Optional" do
+          class OptionalAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4", stream: true
+
+            # region callbacks_parameters_optional
+            # With chunk parameter - receives StreamChunk
+            on_stream :process_chunk
+
+            def process_chunk(chunk)
+              print chunk.delta if chunk.delta
+            end
+
+            # Without chunk parameter
+            on_stream :increment_counter
+
+            def increment_counter
+              @counter ||= 0
+              @counter += 1
+            end
+            # endregion callbacks_parameters_optional
+
+            def generate_content(text)
+              prompt(text, stream: true)
+            end
+          end
+
+          VCR.use_cassette("docs/agents/streaming_examples/callbacks_parameters_optional") do
+            response = OptionalAgent.generate_content("Hello!").generate_now
+
+            assert response.message.content.present?
+          end
+        end
+
+        test "Callback Parameters Multiple" do
+          class ConditionalAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4", stream: true
+
+            # region callbacks_parameters_multiple
+            on_stream :log_chunk, :broadcast_chunk, :save_to_buffer
+            # endregion callbacks_parameters_multiple
+
+            def log_chunk; end
+            def broadcast_chunk; end
+            def save_to_buffer; end
+
+            def generate_content(text)
+              prompt(text, stream: true)
+            end
+          end
+
+          VCR.use_cassette("docs/agents/streaming_examples/callbacks_parameters_multiple") do
+            response = ConditionalAgent.generate_content("Hello!").generate_now
+
+            assert response.message.content.present?
+          end
+        end
+
+        test "Callback Parameters Conditional" do
+          class ConditionalAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4", stream: true
+
+            # region callbacks_parameters_conditional
+            on_stream       :debug_chunk,   if:     :debug_mode?
+            on_stream_close :save_response, unless: :test_environment?
+
+            def debug_mode?
+              Rails.env.development?
+            end
+            # endregion callbacks_parameters_conditional
+
+            def debug_chunk; end
+            def save_response; end
+            def test_environment?
+              false
+            end
+
+            def generate_content(text)
+              prompt(text, stream: true)
+            end
+          end
+
+          VCR.use_cassette("docs/agents/streaming_examples/callbacks_parameters_conditional") do
+            response = ConditionalAgent.generate_content("Hello!").generate_now
+
+            assert response.message.content.present?
+          end
+        end
+
+        test "Callback Parameters Blocks" do
+          class BlocksAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4", stream: true
+
+            # region callbacks_paramters_blocks
+            on_stream do |chunk|
+              print chunk.delta if chunk.delta
+            end
+
+            on_stream_close do
+              Rails.logger.info("Stream completed")
+            end
+            # endregion callbacks_paramters_blocks
+
+            def generate_content(text)
+              prompt(text, stream: true)
+            end
+          end
+
+          VCR.use_cassette("docs/agents/streaming_examples/callbacks_paramters_blocks") do
+            response = BlocksAgent.generate_content("Hello!").generate_now
+
+            assert response.message.content.present?
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/agents_examples_test.rb b/test/docs/agents_examples_test.rb
new file mode 100644
index 00000000..65d2a5a6
--- /dev/null
+++ b/test/docs/agents_examples_test.rb
@@ -0,0 +1,323 @@
+require "test_helper"
+
+# Tests for code examples in docs/agents.md
+#
+# Each example is wrapped in its own TestCase class to isolate agent definitions
+# and prevent class name conflicts. This follows the pattern used in other
+# documentation test files like actions_examples_test.rb.
+#
+# Test Coverage:
+# - Quick Example: SupportAgent with callbacks
+# - Basic Structure: TranslationAgent
+# - Invocation: with() parameters and direct methods
+# - Actions Interface: prompt() and embed()
+# - Using Concerns: ResearchTools module
+# - Callbacks: before_generation and after_generation
+# - Streaming: on_stream with real-time updates
+module Docs
+  class AgentsExamplesTest < ActiveSupport::TestCase
+    # =============================================================================
+    # Quick Example - SupportAgent
+    # =============================================================================
+    class QuickExampleTest < ActiveSupport::TestCase
+      # Mock User class for testing
+      class User
+        def self.find(id)
+          new(id)
+        end
+
+        def initialize(id)
+          @id = id
+        end
+
+        attr_reader :id
+      end
+
+      # region quick_example_support_agent
+      class SupportAgent < ApplicationAgent
+        before_generation :load_user_context
+
+        def help
+          prompt message: "User needs help: #{params[:message]}"
+        end
+
+        private
+
+        def load_user_context
+          @user = User.find(params[:user_id]) if params[:user_id]
+        end
+      end
+      # endregion quick_example_support_agent
+
+      test "demonstrates basic agent with callbacks" do
+        VCR.use_cassette("docs/agents_examples/quick_example_support_agent") do
+          response =
+          # region quick_example_support_agent_usage
+          SupportAgent.with(user_id: 1, message: "Need help").help.generate_now
+          # endregion quick_example_support_agent_usage
+
+          assert response.success?
+          assert_not_nil response.message.content
+          assert response.message.content.length > 0
+
+          doc_example_output(response)
+        end
+      end
+    end
+
+    # =============================================================================
+    # Basic Structure - TranslationAgent
+    # =============================================================================
+    class BasicStructureTest < ActiveSupport::TestCase
+      # region basic_structure_translation_agent
+      class TranslationAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def translate
+          prompt message: "Translate '#{params[:text]}' to #{params[:target_lang]}"
+        end
+      end
+      # endregion basic_structure_translation_agent
+
+      test "demonstrates basic agent structure" do
+        VCR.use_cassette("docs/agents_examples/basic_structure_translation_agent") do
+          response = TranslationAgent.with(
+            text: "Hello world",
+            target_lang: "Spanish"
+          ).translate.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+          assert response.message.content.length > 0
+
+          doc_example_output(response)
+        end
+      end
+    end
+
+    # =============================================================================
+    # Invocation Patterns
+    # =============================================================================
+    class InvocationTest < ActiveSupport::TestCase
+      # region invocation_translation_agent
+      class TranslationAgent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o"
+
+        def translate
+          prompt message: "Translate '#{params[:text]}' to #{params[:target_lang]}"
+        end
+      end
+      # endregion invocation_translation_agent
+
+      test "demonstrates with parameters invocation pattern" do
+        VCR.use_cassette("docs/agents_examples/invocation_with_parameters") do
+          # region invocation_with_parameters
+          # With parameters
+          generation = TranslationAgent.with(
+            text: "Hello world",
+            target_lang: "es"
+          ).translate
+
+          # Execute synchronously
+          response = generation.generate_now
+          # response.message.content  # => "Hola mundo"
+          # endregion invocation_with_parameters
+
+          assert response.success?
+          assert_not_nil response.message.content
+          assert response.message.content.length > 0
+
+          doc_example_output(response)
+        end
+      end
+
+      test "demonstrates direct method invocation for prototyping" do
+        VCR.use_cassette("docs/agents_examples/invocation_direct_methods") do
+          # region invocation_direct_methods
+          response = ApplicationAgent.prompt(message: "Hello").generate_now
+          # endregion invocation_direct_methods
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+    end
+
+    # =============================================================================
+    # Actions Interface
+    # =============================================================================
+    class ActionsInterfaceTest < ActiveSupport::TestCase
+      # region actions_interface_agent
+      class MyAgent < ApplicationAgent
+        def my_action
+          # Simple message
+          prompt "User message: #{params[:message]}"
+        end
+
+        def embed_text
+          # Simple input
+          embed "Text to embed: #{params[:input]}"
+        end
+      end
+      # endregion actions_interface_agent
+
+      test "demonstrates prompt action interface" do
+        VCR.use_cassette("docs/agents_examples/actions_interface_prompt") do
+          response = MyAgent.with(message: "Hello").my_action.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+
+      test "demonstrates embed action interface" do
+        VCR.use_cassette("docs/agents_examples/actions_interface_embed") do
+          response = MyAgent.with(input: "Test text").embed_text.embed_now
+
+          assert response.success?
+          assert_not_nil response.data
+          assert_kind_of Array, response.data.first[:embedding]
+
+          doc_example_output(response)
+        end
+      end
+    end
+
+    # =============================================================================
+    # Using Concerns
+    # =============================================================================
+    class UsingConcernsTest < ActiveSupport::TestCase
+      # region concerns_research_tools
+      # app/agents/concerns/research_tools.rb
+      module ResearchTools
+        extend ActiveSupport::Concern
+
+        def search_papers
+          prompt message: "Search: #{params[:query]}"
+        end
+
+        def analyze_data
+          prompt message: "Analyze: #{params[:data]}"
+        end
+      end
+
+      # app/agents/research_agent.rb
+      class ResearchAgent < ApplicationAgent
+        include ResearchTools  # Adds search_papers and analyze_data actions
+
+        generate_with :openai, model: "gpt-4o"
+      end
+      # endregion concerns_research_tools
+
+      test "demonstrates concern usage with search_papers" do
+        VCR.use_cassette("docs/agents_examples/concerns_search_papers") do
+          response = ResearchAgent.with(
+            query: "quantum computing papers from 2023"
+          ).search_papers.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+
+      test "demonstrates concern usage with analyze_data" do
+        VCR.use_cassette("docs/agents_examples/concerns_analyze_data") do
+          response = ResearchAgent.with(
+            data: "Temperature readings: 20, 22, 21, 23, 22"
+          ).analyze_data.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+    end
+
+    # =============================================================================
+    # Callbacks
+    # =============================================================================
+    class CallbacksTest < ActiveSupport::TestCase
+      # Mock User class for testing
+      class User
+        def self.find(id)
+          new(id)
+        end
+
+        def initialize(id)
+          @id = id
+        end
+
+        attr_reader :id
+      end
+
+      # region callbacks_agent
+      class MyAgent < ApplicationAgent
+        before_generation :load_context
+        after_generation :log_response
+
+        def chat
+          prompt message: params[:message]
+        end
+
+        private
+
+        def load_context
+          @user = User.find(params[:user_id]) if params[:user_id]
+        end
+
+        def log_response
+          Rails.logger.info "Generated response"
+        end
+      end
+      # endregion callbacks_agent
+
+      test "demonstrates callbacks lifecycle" do
+        VCR.use_cassette("docs/agents_examples/callbacks") do
+          response = MyAgent.with(user_id: 1, message: "Hello").chat.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+    end    # =============================================================================
+    # Streaming
+    # =============================================================================
+    class StreamingTest < ActiveSupport::TestCase
+      # region streaming_agent
+      class StreamingAgent < ApplicationAgent
+        on_stream :broadcast_chunk
+
+        def chat
+          prompt message: params[:message], stream: true
+        end
+
+        private
+
+        def broadcast_chunk(chunk)
+          # In real app: ActionCable.server.broadcast("chat", content: chunk.delta)
+        end
+      end
+      # endregion streaming_agent
+
+      test "demonstrates streaming responses" do
+        VCR.use_cassette("docs/agents_examples/streaming") do
+          response = StreamingAgent.with(message: "Tell me a short joke").chat.generate_now
+
+          assert response.success?
+          assert_not_nil response.message.content
+
+          doc_example_output(response)
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/framework/providers_examples_test.rb b/test/docs/framework/providers_examples_test.rb
new file mode 100644
index 00000000..04c23e7d
--- /dev/null
+++ b/test/docs/framework/providers_examples_test.rb
@@ -0,0 +1,93 @@
+require "test_helper"
+
+module Framework
+  class ProvidersExamplesTest < ActiveAgentTestCase
+    test "provider configuration examples" do
+      # Mock configurations for providers that might not be configured
+      mock_config = {
+        "anthropic" => {
+          "service" => "Anthropic",
+          "api_key" => "test-key",
+          "model" => "claude-3-5-sonnet-20241022"
+        },
+        "openai" => {
+          "service" => "OpenAI",
+          "api_key" => "test-key",
+          "model" => "gpt-4"
+        },
+        "open_router" => {
+          "service" => "OpenRouter",
+          "api_key" => "test-key",
+          "model" => "anthropic/claude-3-5-sonnet"
+        }
+      }
+
+      with_active_agent_config(mock_config) do
+        # These are documentation examples only
+        # region anthropic_provider_example
+        class AnthropicConfigAgent < ActiveAgent::Base
+          generate_with :anthropic,
+            model: "claude-3-5-sonnet-20241022",
+            temperature: 0.7
+        end
+        # endregion anthropic_provider_example
+
+        # region open_router_provider_example
+        class OpenRouterConfigAgent < ActiveAgent::Base
+          generate_with :open_router,
+            model: "anthropic/claude-3-5-sonnet",
+            temperature: 0.5
+        end
+        # endregion open_router_provider_example
+
+        # region custom_host_configuration
+        class CustomHostAgent < ActiveAgent::Base
+          generate_with :openai,
+            host: "https://your-azure-openai-resource.openai.azure.com",
+            api_key: "your-api-key",
+            model: "gpt-4"
+        end
+        # endregion custom_host_configuration
+
+        assert_equal ActiveAgent::Providers::AnthropicProvider, AnthropicConfigAgent.prompt_provider_klass
+        assert_equal ActiveAgent::Providers::OpenRouterProvider, OpenRouterConfigAgent.prompt_provider_klass
+        assert_equal ActiveAgent::Providers::OpenAIProvider, CustomHostAgent.prompt_provider_klass
+      end
+    end
+
+    test "response object usage" do
+      VCR.use_cassette("docs/framework/providers_examples/generation_response_usage_example") do
+        # region generation_response_usage
+        response = ApplicationAgent.prompt(message: "Hello").generate_now
+
+        # Access response content
+        content = response.message.content
+
+        # Access response role
+        role = response.message.role
+
+        # Access all messages from conversation
+        messages = response.messages
+
+        # Access request context
+        context = response.context
+
+        # Access usage statistics (if available)
+        usage = response.usage
+        prompt_tokens = response.prompt_tokens
+        completion_tokens = response.completion_tokens
+        # endregion generation_response_usage
+
+        doc_example_output(response)
+
+        assert_not_nil content
+        assert_equal "assistant", role
+        assert messages.is_a?(Array)
+        assert context.is_a?(Hash)
+        assert usage.is_a?(Hash) if usage
+        assert prompt_tokens.is_a?(Integer) if prompt_tokens
+        assert completion_tokens.is_a?(Integer) if completion_tokens
+      end
+    end
+  end
+end
diff --git a/test/docs/framework_examples_test.rb b/test/docs/framework_examples_test.rb
new file mode 100644
index 00000000..d9afb7fb
--- /dev/null
+++ b/test/docs/framework_examples_test.rb
@@ -0,0 +1,75 @@
+# test/docs/framework_examples_test.rb
+require "test_helper"
+
+class FrameworkExamplesTest < ActiveSupport::TestCase
+  # Nested test case for quick example to isolate SupportAgent class
+  class QuickExampleTest < ActiveSupport::TestCase
+    # region quick_example_support_agent
+    class SupportAgent < ApplicationAgent
+      generate_with :openai, model: "gpt-4o-mini"
+
+      # @return [ActiveAgent::Generation]
+      def help
+        prompt(params[:question])
+      end
+    end
+    # endregion quick_example_support_agent
+
+    test "quick example support agent usage" do
+      VCR.use_cassette("docs/framework_examples/quick_example_usage") do
+        # region quick_example_support_agent_usage
+        response = SupportAgent.with(question: "How do I reset my password?").help.generate_now
+        # response.message.content  #=> "To reset your password..."
+        # endregion quick_example_support_agent_usage
+
+        # Smoke test: verify response structure
+        assert response.is_a?(ActiveAgent::Providers::Common::Responses::Prompt)
+        assert response.message.present?
+        assert_includes response.message.content.downcase, "password"
+
+        doc_example_output(response)
+      end
+    end
+  end
+
+  # Nested test case for invocation patterns to isolate Agent class
+  class InvocationPatternsTest < ActiveSupport::TestCase
+    test "invocation patterns" do
+      # Define a simple Agent for the examples
+      class Agent < ApplicationAgent
+        generate_with :openai, model: "gpt-4o-mini"
+
+        def greet(name = nil)
+          prompt(message: "Hello #{name || params[:name]}")
+        end
+      end
+
+      VCR.use_cassette("docs/framework_examples/invocation_patterns") do
+        response =
+        # region invocation_pattern_direct
+        # Direct - no action method needed
+        Agent.prompt(message: "Hello").generate_now
+        # endregion invocation_pattern_direct
+
+        # Smoke test for direct invocation
+        assert response.is_a?(ActiveAgent::Providers::Common::Responses::Prompt)
+        assert response.message.present?
+
+        # region invocation_pattern_parameterized
+        # Parameterized - passes params to action
+        Agent.with(name: "Alice").greet.generate_now
+        # endregion invocation_pattern_parameterized
+
+        # region invocation_pattern_action_based
+        # Action-based - traditional positional arguments
+        Agent.greet("Alice").generate_now
+        # endregion invocation_pattern_action_based
+      end
+
+      # Smoke test: verify Agent supports these invocation patterns
+      assert Agent.respond_to?(:prompt)
+      assert Agent.respond_to?(:with)
+      assert Agent.new.respond_to?(:greet)
+    end
+  end
+end
diff --git a/test/docs/providers/anthropic_examples_test.rb b/test/docs/providers/anthropic_examples_test.rb
new file mode 100644
index 00000000..bc08b856
--- /dev/null
+++ b/test/docs/providers/anthropic_examples_test.rb
@@ -0,0 +1,50 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Providers
+  class AnthropicProviderTest < ActiveSupport::TestCase
+    test "basic generation with Anthropic Claude" do
+      VCR.use_cassette("docs/providers/anthropic/basic_generation") do
+        # region anthropic_basic_example
+        response = AnthropicAgent.with(
+          message: "What is the Model Context Protocol?"
+        ).ask.generate_now
+        # endregion anthropic_basic_example
+
+        doc_example_output(response)
+
+        assert response.success?
+        assert_not_nil response.message.content
+        assert response.message.content.length > 0
+      end
+    end
+
+    class ResponseFormatTest < ActiveSupport::TestCase
+      # region response_format_json_object_agent
+      class DataExtractionAgent < ApplicationAgent
+        generate_with :anthropic, model: "claude-haiku-4-5"
+
+        def extract_colors
+          prompt(
+            "Return a JSON object with three primary colors in an array named 'colors'.",
+            response_format: { type: "json_object" }
+          )
+        end
+      end
+      # endregion response_format_json_object_agent
+
+      test "response format json_object" do
+        VCR.use_cassette("docs/providers/anthropic/response_format/json_object") do
+          # region response_format_json_object_example
+          response = DataExtractionAgent.extract_colors.generate_now
+          colors = response.message.parsed_json # Parsed JSON hash
+          # => { colors: ["red", "blue", "yellow"] }
+          # endregion response_format_json_object_example
+
+          assert_equal colors, { colors: [ "red", "blue", "yellow" ] }
+        end
+      end
+    end
+  end
+end
diff --git a/test/docs/providers/mock_examples_test.rb b/test/docs/providers/mock_examples_test.rb
new file mode 100644
index 00000000..7de41b57
--- /dev/null
+++ b/test/docs/providers/mock_examples_test.rb
@@ -0,0 +1,55 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Providers
+  class MockProviderTest < ActiveSupport::TestCase
+    test "basic generation with mock provider" do
+      # region mock_basic_example
+      response = MockAgent.with(message: "What is ActiveAgent?").ask.generate_now
+      # endregion mock_basic_example
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+      assert response.message.content.length > 0
+    end
+
+    # region mock_pig_latin_conversion
+    test "converts input to pig latin" do
+      response = MockAgent.with(message: "Hello world").ask.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      # Mock provider converts to pig latin
+      assert_includes response.message.content.downcase, "ello"
+    end
+    # endregion mock_pig_latin_conversion
+
+    # region mock_response_structure
+    test "returns proper response structure" do
+      response = MockAgent.with(message: "Test message").ask.generate_now
+
+      doc_example_output(response)
+
+      assert_equal "assistant", response.message.role
+      assert_not_nil response.raw_response
+      assert_not_nil response.message.content
+    end
+    # endregion mock_response_structure
+
+    # region mock_no_api_calls
+    test "works offline without API calls" do
+      # Mock provider doesn't make network requests
+      response = MockAgent.with(message: "Offline test").ask.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+    # endregion mock_no_api_calls
+  end
+end
diff --git a/test/docs/providers/ollama_examples_test.rb b/test/docs/providers/ollama_examples_test.rb
new file mode 100644
index 00000000..e0a45d07
--- /dev/null
+++ b/test/docs/providers/ollama_examples_test.rb
@@ -0,0 +1,160 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Providers
+  class OllamaProviderTest < ActiveSupport::TestCase
+    test "basic generation with Ollama" do
+      VCR.use_cassette("docs/providers/ollama/basic_generation") do
+        # region ollama_basic_example
+        response = OllamaAgent.with(
+          message: "What is a design pattern?"
+        ).ask.generate_now
+        # endregion ollama_basic_example
+
+        doc_example_output(response)
+
+        assert response.success?
+        assert_not_nil response.message.content
+        assert response.message.content.length > 0
+      end
+    end
+
+    test "demonstrates advanced options configuration" do
+      VCR.use_cassette("docs/providers/ollama/advanced_options") do
+        # Example of advanced Ollama configuration
+        # region ollama_advanced_options
+        class AdvancedOllamaAgent < ApplicationAgent
+          generate_with :ollama,
+            model: "llama3",
+            temperature: 0.7,
+            options: {
+              num_ctx: 4096,         # Context window size
+              num_gpu: 1,            # Number of GPUs to use
+              num_thread: 8,         # Number of threads
+              repeat_penalty: 1.1,   # Penalize repetition
+              mirostat: 2,           # Mirostat sampling
+              mirostat_tau: 5.0,     # Mirostat tau parameter
+              mirostat_eta: 0.1      # Mirostat learning rate
+            }
+
+          def ask
+            prompt(message: params[:message])
+          end
+        end
+        # endregion ollama_advanced_options
+
+        response = AdvancedOllamaAgent.with(message: "What is 2+2?").ask.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+
+    test "demonstrates model loading configuration" do
+      VCR.use_cassette("docs/providers/ollama/model_loading") do
+        # Keep models in memory for faster responses
+        # region ollama_model_loading
+        class FastOllamaAgent < ApplicationAgent
+          generate_with :ollama,
+            model: "llama3",
+            keep_alive: "5m"  # Keep model loaded for 5 minutes
+
+          def quick_response
+            prompt(message: params[:query])
+          end
+        end
+        # endregion ollama_model_loading
+
+        response = FastOllamaAgent.with(query: "Hello!").quick_response.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+
+    test "demonstrates GPU configuration" do
+      VCR.use_cassette("docs/providers/ollama/gpu_configuration") do
+        # Configure GPU usage for better performance
+        # region ollama_gpu_configuration
+        class GPUAgent < ApplicationAgent
+          generate_with :ollama,
+            model: "llama3",
+            options: {
+              num_gpu: -1,  # Use all available GPUs
+              main_gpu: 0   # Primary GPU index
+            }
+
+          def ask
+            prompt(message: params[:message])
+          end
+        end
+        # endregion ollama_gpu_configuration
+
+        response = GPUAgent.with(message: "What is 5+5?").ask.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+    test "demonstrates quantized model usage" do
+      VCR.use_cassette("docs/providers/ollama/quantized_model") do
+        # Use quantized model for faster inference
+        # region ollama_quantized_model
+        class EfficientAgent < ApplicationAgent
+          # Use quantized model for faster inference
+          generate_with :ollama, model: "qwen3:0.6b"
+
+          def ask
+            prompt(message: params[:message])
+          end
+        end
+        # endregion ollama_quantized_model
+
+        response = EfficientAgent.with(message: "Count to three").ask.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+
+    test "demonstrates error handling pattern" do
+      # Ollama-specific error handling
+      # region ollama_error_handling
+      class RobustOllamaAgent < ApplicationAgent
+        generate_with :ollama, model: "llama3"
+
+        rescue_from Faraday::ConnectionFailed do |error|
+          Rails.logger.error "Ollama not running: #{error.message}"
+          "Ollama is not running. Start it with: ollama serve"
+        end
+
+        rescue_from StandardError do |error|
+          if error.message.include?("model not found")
+            # Pull the model if it's not found
+            # system("ollama pull #{generation_provider.model}")
+            raise error  # Re-raise for this example
+          else
+            raise
+          end
+        end
+
+        def ask
+          prompt(message: params[:message])
+        end
+      end
+      # endregion ollama_error_handling
+
+      VCR.use_cassette("docs/providers/ollama/error_handling") do
+        response = RobustOllamaAgent.with(message: "Hi!").ask.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+  end
+end
diff --git a/test/docs/providers/open_ai_examples_test.rb b/test/docs/providers/open_ai_examples_test.rb
new file mode 100644
index 00000000..8b016f22
--- /dev/null
+++ b/test/docs/providers/open_ai_examples_test.rb
@@ -0,0 +1,377 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Providers
+  module OpenAIExamples
+    class BasicConfiguration < ActiveSupport::TestCase
+      test "basic agent configuration" do
+        # region basic_configuration
+        class OpenAIAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-4o-mini"
+
+          def ask
+            prompt(message: params[:message])
+          end
+        end
+        # endregion basic_configuration
+
+        agent = OpenAIAgent.new
+        assert_respond_to agent, :ask
+      end
+
+      test "basic usage" do
+        VCR.use_cassette("docs/providers/openai/basic_usage") do
+          # region basic_usage
+          response = Providers::OpenAIAgent.with(
+            message: "What is the Model Context Protocol?"
+          ).ask.generate_now
+          # endregion basic_usage
+
+          assert response.success?
+          assert_not_nil response.message.content
+        end
+      end
+    end
+
+    class APIVersions < ActiveSupport::TestCase
+      test "responses API configuration" do
+        # region responses_api_agent
+        class ResponsesAgent < ApplicationAgent
+          generate_with :openai,
+            model: "gpt-4.1",
+            api_version: :responses
+
+          def chat
+            prompt(message: params[:message])
+          end
+        end
+        # endregion responses_api_agent
+
+        agent = ResponsesAgent.new
+        assert_respond_to agent, :chat
+      end
+
+      test "chat API configuration" do
+        # region chat_api_agent
+        class ChatAgent < ApplicationAgent
+          generate_with :openai,
+            model: "gpt-4o-mini",
+            api_version: :chat
+
+          def chat
+            prompt(message: params[:message])
+          end
+        end
+        # endregion chat_api_agent
+
+        agent = ChatAgent.new
+        assert_respond_to agent, :chat
+      end
+    end
+
+    class WebSearch < ActiveSupport::TestCase
+      test "web search with responses API" do
+        # region web_search_agent
+        class WebSearchAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-4o"
+
+          def search_with_tools
+            @query = params[:query]
+            @context_size = params[:context_size] || "medium"
+
+            prompt(
+              message: @query,
+              options: {
+                use_responses_api: true,
+                tools: [
+                  {
+                    type: "web_search_preview",
+                    search_context_size: @context_size
+                  }
+                ]
+              }
+            )
+          end
+        end
+        # endregion web_search_agent
+
+        agent = WebSearchAgent.new
+        assert_respond_to agent, :search_with_tools
+      end
+    end
+
+    class ImageGeneration < ActiveSupport::TestCase
+      test "image generation configuration" do
+        # region image_generation_agent
+        class MultimodalAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-4o", temperature: nil
+
+          def create_image
+            @description = params[:description]
+            @size = params[:size] || "1024x1024"
+            @quality = params[:quality] || "high"
+
+            prompt(
+              message: "Generate an image: #{@description}",
+              options: {
+                use_responses_api: true,
+                tools: [
+                  {
+                    type: "image_generation",
+                    size: @size,
+                    quality: @quality,
+                    format: "png"
+                  }
+                ]
+              }
+            )
+          end
+        end
+        # endregion image_generation_agent
+
+        agent = MultimodalAgent.new
+        assert_respond_to agent, :create_image
+      end
+    end
+
+    class MCPIntegration < ActiveSupport::TestCase
+      test "MCP with built-in connectors" do
+        # region mcp_builtin_connectors
+        class McpIntegrationAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-5"
+
+          def search_cloud_storage
+            @query = params[:query]
+            @service = params[:service] || "dropbox"
+            @auth_token = params[:auth_token]
+
+            prompt(
+              message: "Search for: #{@query}",
+              options: {
+                use_responses_api: true,
+                tools: [ build_connector_tool(@service, @auth_token) ]
+              }
+            )
+          end
+
+          private
+
+          def build_connector_tool(service, auth_token)
+            {
+              type: "mcp",
+              server_label: "connector_#{service}",
+              authorization: { type: "bearer", token: auth_token }
+            }
+          end
+        end
+        # endregion mcp_builtin_connectors
+
+        agent = McpIntegrationAgent.new
+        assert_respond_to agent, :search_cloud_storage
+      end
+
+      test "MCP with custom servers" do
+        # region mcp_custom_servers
+        class CustomMcpAgent < ApplicationAgent
+          generate_with :openai, model: "gpt-5"
+
+          def use_custom_mcp
+            @query = params[:query]
+            @server_url = params[:server_url]
+            @allowed_tools = params[:allowed_tools]
+
+            prompt(
+              message: @query,
+              options: {
+                use_responses_api: true,
+                tools: [
+                  {
+                    type: "mcp",
+                    server_label: "Custom MCP Server",
+                    server_url: @server_url,
+                    server_description: "Custom MCP server for specialized tasks",
+                    require_approval: "always",
+                    allowed_tools: @allowed_tools
+                  }
+                ]
+              }
+            )
+          end
+        end
+        # endregion mcp_custom_servers
+
+        agent = CustomMcpAgent.new
+        assert_respond_to agent, :use_custom_mcp
+      end
+
+      test "tool configuration example" do
+        # region tool_configuration_example
+        tools_config = [
+          {
+            type: "web_search_preview",
+            search_context_size: "high",
+            user_location: {
+              country: "US",
+              city: "San Francisco"
+            }
+          },
+          {
+            type: "image_generation",
+            size: "1024x1024",
+            quality: "high",
+            format: "png"
+          },
+          {
+            type: "mcp",
+            server_label: "GitHub",
+            server_url: "https://api.githubcopilot.com/mcp/",
+            require_approval: "never"
+          }
+        ]
+
+        example_options = {
+          use_responses_api: true,
+          model: "gpt-5",
+          tools: tools_config
+        }
+        # endregion tool_configuration_example
+
+        assert_equal 3, tools_config.length
+        assert example_options[:use_responses_api]
+      end
+    end
+
+    class VisionCapabilities < ActiveSupport::TestCase
+      test "vision agent configuration" do
+        # region vision_agent
+        class VisionAgent < ApplicationAgent
+          generate_with :openai,
+            model: "gpt-4o",
+            api_version: :chat
+
+          def analyze_image
+            prompt(message: params[:message])
+          end
+        end
+        # endregion vision_agent
+
+        agent = VisionAgent.new
+        assert_respond_to agent, :analyze_image
+      end
+
+      test "vision usage example" do
+        skip "Vision/image support requires complex message content structure - see integration tests"
+      end
+    end
+
+    class StructuredOutput < ActiveSupport::TestCase
+      # region structured_output_agent
+      class DataExtractionAgent < ApplicationAgent
+        generate_with :openai,
+          model: "gpt-4o-mini",
+          response_format: { type: "json_object" }
+
+        def extract_colors
+          prompt("Return a JSON object with three primary colors in an array named 'colors'.")
+        end
+      end
+      # endregion structured_output_agent
+
+      test "structured output agent" do
+        agent = DataExtractionAgent.new
+        assert_respond_to agent, :extract_colors
+      end
+
+      test "structured output usage" do
+        VCR.use_cassette("docs/providers/openai/structured_output") do
+          # region structured_output_usage
+          response = DataExtractionAgent.extract_colors.generate_now
+          colors = response.message.parsed_json
+          # endregion structured_output_usage
+
+          assert_kind_of Hash, colors
+          assert colors.key?(:colors)
+        end
+      end
+    end
+
+    class Embeddings < ActiveSupport::TestCase
+      test "embedding configuration" do
+        # region embedding_configuration
+        class EmbeddingAgent < ApplicationAgent
+          embed_with :openai, model: "text-embedding-3-small"
+        end
+        # endregion embedding_configuration
+
+        agent = EmbeddingAgent.new
+        assert_not_nil agent
+      end
+
+      test "embedding usage" do
+        VCR.use_cassette("docs/providers/openai/embeddings_usage") do
+          # region embedding_usage
+          class EmbeddingAgent < ApplicationAgent
+            embed_with :openai, model: "text-embedding-3-small"
+          end
+
+          response = EmbeddingAgent.embed("Your text to embed").embed_now
+          embedding_vector = response.data.first[:embedding]  # Array of floats
+          # endregion embedding_usage
+
+          assert_kind_of Array, embedding_vector
+          assert embedding_vector.all? { |v| v.is_a?(Float) }
+        end
+      end
+
+      test "dimension reduction configuration" do
+        # region dimension_reduction
+        class DimensionReducedAgent < ApplicationAgent
+          embed_with :openai,
+            model: "text-embedding-3-small",
+            dimensions: 512  # Reduce from default 1536
+        end
+        # endregion dimension_reduction
+
+        agent = DimensionReducedAgent.new
+        assert_not_nil agent
+      end
+    end
+
+    class AzureOpenAI < ActiveSupport::TestCase
+      test "azure configuration" do
+        # region azure_configuration
+        class AzureAgent < ApplicationAgent
+          generate_with :openai,
+            access_token: Rails.application.credentials.dig(:azure, :api_key),
+            host: "https://your-resource.openai.azure.com",
+            api_version: "2024-02-01",
+            model: "your-deployment-name"
+        end
+        # endregion azure_configuration
+
+        agent = AzureAgent.new
+        assert_not_nil agent
+      end
+    end
+
+    class ErrorHandling < ActiveSupport::TestCase
+      test "error handling configuration" do
+        # region error_handling
+        class RobustAgent < ApplicationAgent
+          generate_with :openai,
+            model: "gpt-4o-mini",
+            max_retries: 3,
+            request_timeout: 30
+
+          # Note: OpenAI::RateLimitError is only available when the OpenAI gem is loaded
+          # This is a demonstration of how to handle errors
+        end
+        # endregion error_handling
+
+        agent = RobustAgent.new
+        assert_not_nil agent
+      end
+    end
+  end
+end
diff --git a/test/docs/providers/open_router_examples_test.rb b/test/docs/providers/open_router_examples_test.rb
new file mode 100644
index 00000000..40d5b478
--- /dev/null
+++ b/test/docs/providers/open_router_examples_test.rb
@@ -0,0 +1,493 @@
+# frozen_string_literal: true
+
+require "test_helper"
+require "ostruct"
+
+class Providers::OpenRouterProviderTest < ActiveSupport::TestCase
+  test "basic generation with OpenRouter" do
+    VCR.use_cassette("docs/providers/open_router/basic_generation") do
+      # region openrouter_basic_example
+      response = Providers::OpenRouterAgent.with(
+        message: "What is functional programming?"
+      ).ask.generate_now
+      # endregion openrouter_basic_example
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+      assert response.message.content.length > 0
+    end
+  end
+
+  class ResilientAgent < ApplicationAgent
+    # region openrouter_fallback_agent
+    generate_with :open_router,
+      model: "openai/gpt-4o",
+      fallback_models: [ "anthropic/claude-sonnet-4", "google/gemini-pro-1.5" ],
+      route: "fallback"
+    # endregion openrouter_fallback_agent
+
+    def analyze
+      prompt(message: params[:message])
+    end
+  end
+
+  test "uses fallback models for reliability" do
+    VCR.use_cassette("docs/providers/open_router/fallback_models") do
+      response = ResilientAgent.with(
+        message: "Explain polymorphism in OOP"
+      ).analyze.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class OptimizedAgent < ApplicationAgent
+    # region openrouter_provider_preferences_agent
+    generate_with :open_router,
+      model: "openrouter/auto",
+      provider: {
+        data_collection: "deny",      # Privacy-first providers only
+        allow_fallbacks: true,         # Enable backup providers
+        require_parameters: false      # Flexible parameter support
+      }
+    # endregion openrouter_provider_preferences_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "uses provider preferences for privacy" do
+    VCR.use_cassette("docs/providers/open_router/provider_preferences") do
+      response = OptimizedAgent.with(
+        message: "What is encapsulation?"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class CostOptimizedAgent < ApplicationAgent
+    # region openrouter_cost_optimization_agent
+    generate_with :open_router,
+      model: "openrouter/auto",
+      provider: {
+        sort: "price",    # Sort by lowest cost
+        max_price: {
+          prompt: 0.3,    # Max $0.3 per 1M input tokens
+          completion: 0.5 # Max $0.5 per 1M output tokens
+        }
+      }
+    # endregion openrouter_cost_optimization_agent
+
+    def generate_response
+      prompt(message: params[:message])
+    end
+  end
+
+  test "optimizes costs with provider sorting" do
+    VCR.use_cassette("docs/providers/open_router/cost_optimization") do
+      response = CostOptimizedAgent.with(
+        message: "Define inheritance"
+      ).generate_response.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class LongContextAgent < ApplicationAgent
+    generate_with :open_router, model: "openrouter/auto"
+
+    def summarize_document
+      long_text = params[:document_text]  # Could be 50K+ tokens
+
+      # region openrouter_transforms_agent
+      prompt(
+        "Summarize this document:\n\n#{long_text}",
+        transforms: [ "middle-out" ]
+      )
+      # endregion openrouter_transforms_agent
+    end
+  end
+
+  test "uses middle-out transform for long content" do
+    VCR.use_cassette("docs/providers/open_router/transforms") do
+      long_document = "The history of programming languages. " * 100
+
+      response = LongContextAgent.with(
+        document_text: long_document
+      ).summarize_document.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class TrackedAgent < ApplicationAgent
+    # region openrouter_user_tracking_agent
+    generate_with :open_router,
+      model: "openrouter/auto",
+      user: -> { Current.user&.id } # Track per-user costs
+    # endregion openrouter_user_tracking_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "tracks costs per user" do
+    VCR.use_cassette("docs/providers/open_router/user_tracking") do
+      # Simulate a current user
+      Current.user = OpenStruct.new(id: "user-123")
+
+      response = TrackedAgent.with(
+        message: "Explain abstraction"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    ensure
+      Current.user = nil
+    end
+  end
+
+  class AttributedAgent < ApplicationAgent
+    # region openrouter_app_attribution_agent
+    generate_with :open_router,
+      model: "openrouter/auto",
+      app_name: "MyApp",
+      site_url: "https://myapp.com"
+    # endregion openrouter_app_attribution_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "configures application attribution" do
+    VCR.use_cassette("docs/providers/open_router/app_attribution") do
+      response = AttributedAgent.with(
+        message: "What is a design pattern?"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  # region openrouter_vision_agent
+  class VisionAgent < ApplicationAgent
+    generate_with :open_router,
+      model: "openai/gpt-4o"  # Vision-capable model
+
+    def analyze_image
+      prompt("What's in this image?", image: params[:image_url])
+    end
+  end
+  # endregion openrouter_vision_agent
+
+  test "analyzes images with vision models" do
+    VCR.use_cassette("docs/providers/open_router/vision") do
+      response = VisionAgent.with(
+        image_url: "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+      ).analyze_image.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  # region openrouter_pdf_agent
+  class PDFAgent < ApplicationAgent
+    generate_with :open_router,
+      model: "openai/gpt-4o"
+
+    def analyze_pdf
+      prompt(
+        "Summarize this PDF",
+        document: params[:pdf_base64_url],
+        plugins: [ {
+          id: "file-parser",
+          pdf: { engine: "pdf-text" }  # Free text extraction
+        } ]
+      )
+    end
+  end
+  # endregion openrouter_pdf_agent
+
+  test "processes PDF documents" do
+    pdf_data = File.read(Rails.root.join("../../docs/public/sample_resume.pdf"))
+    pdf_base64 = Base64.strict_encode64(pdf_data)
+    pdf_base64_url = "data:application/pdf;base64,#{pdf_base64}"
+
+    VCR.use_cassette("docs/providers/open_router/pdf") do
+      response = PDFAgent.with(pdf_base64_url:).analyze_pdf.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class ProviderSelectionAgent < ApplicationAgent
+    # region openrouter_provider_selection_agent
+    generate_with :open_router,
+      model: "openai/gpt-4o-mini",
+      provider: {
+        order:  [ "openai",   "azure" ],      # Try OpenAI first, then Azure
+        only:   [ "openai",   "anthropic" ],  # Limit to specific providers
+        ignore: [ "together", "huggingface" ] # Exclude specific providers
+      }
+    # endregion openrouter_provider_selection_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "controls provider selection with order and filters" do
+    VCR.use_cassette("docs/providers/open_router/provider_selection") do
+      response = ProviderSelectionAgent.with(
+        message: "Explain dependency injection"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class PrivacyFirstAgent < ApplicationAgent
+    # region openrouter_privacy_agent
+    generate_with :open_router,
+      model: "openrouter/auto",
+      provider: {
+        data_collection: "deny",    # Only use privacy-respecting providers
+        zdr: true                   # Enable Zero Data Retention
+      }
+    # endregion openrouter_privacy_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "respects privacy with data collection controls" do
+    VCR.use_cassette("docs/providers/open_router/privacy") do
+      response = PrivacyFirstAgent.with(
+        message: "Explain the SOLID principles"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class QuantizedModelAgent < ApplicationAgent
+    # region openrouter_quantization_agent
+    generate_with :open_router,
+      model: "meta-llama/llama-3.1-405b",
+      provider: {
+        quantizations: [ "fp16", "bf16" ]  # Only use high-precision models
+      }
+    # endregion openrouter_quantization_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "filters providers by quantization level" do
+    VCR.use_cassette("docs/providers/open_router/quantization") do
+      response = QuantizedModelAgent.with(
+        message: "What is test-driven development?"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  class AutoRoutingAgent < ApplicationAgent
+    # region openrouter_auto_routing_agent
+    generate_with :open_router,
+      model: "openrouter/auto",  # Let OpenRouter choose
+      route: "fallback"          # Enable automatic fallbacks
+    # endregion openrouter_auto_routing_agent
+
+    def chat
+      prompt(message: params[:message])
+    end
+  end
+
+  test "uses automatic model routing" do
+    VCR.use_cassette("docs/providers/open_router/auto_routing") do
+      response = AutoRoutingAgent.with(
+        message: "What is a microservice?"
+      ).chat.generate_now
+
+      doc_example_output(response)
+
+      assert response.success?
+      assert_not_nil response.message.content
+    end
+  end
+
+  # Best Practices Examples
+  class BestPracticesExamples < ActiveSupport::TestCase
+    class ReliableAgent < ApplicationAgent
+      generate_with :open_router,
+        model: "openai/gpt-4o",
+        # region openrouter_best_practice_fallbacks_agent
+        fallback_models: [ "anthropic/claude-sonnet-4", "google/gemini-pro-1.5" ]
+      # endregion openrouter_best_practice_fallbacks_agent
+
+      def chat
+        prompt(message: params[:message])
+      end
+    end
+
+    test "best practice: uses fallbacks for reliability" do
+      VCR.use_cassette("docs/providers/open_router/bp_fallbacks") do
+        response = ReliableAgent.with(
+          message: "Explain RESTful APIs"
+        ).chat.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+    class CostEfficientAgent < ApplicationAgent
+      generate_with :open_router,
+        # region openrouter_best_practice_cost_agent
+        model: "openrouter/auto",
+        provider: {
+          sort: "price",
+          max_price: { prompt: 0.3, completion: 0.5 }
+        }
+      # endregion openrouter_best_practice_cost_agent
+
+      def chat
+        prompt(message: params[:message])
+      end
+    end
+
+    test "best practice: optimizes costs with provider preferences" do
+      VCR.use_cassette("docs/providers/open_router/bp_cost") do
+        response = CostEfficientAgent.with(
+          message: "What is GraphQL?"
+        ).chat.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+    class AnalyticsAgent < ApplicationAgent
+      generate_with :open_router,
+        model: "openai/gpt-4o-mini",
+        # region openrouter_best_practice_tracking_agent
+        user: -> { Current.user&.id },
+        app_name: "MyApp"
+      # endregion openrouter_best_practice_tracking_agent
+
+      def chat
+        prompt(message: params[:message])
+      end
+    end
+
+    test "best practice: tracks usage per user" do
+      VCR.use_cassette("docs/providers/open_router/bp_tracking") do
+        Current.user = OpenStruct.new(id: "user-456")
+
+        response = AnalyticsAgent.with(
+          message: "Explain webhooks"
+        ).chat.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      ensure
+        Current.user = nil
+      end
+    end
+
+    class EfficientContextAgent < ApplicationAgent
+      generate_with :open_router,
+        model: "openai/gpt-4o-mini"
+
+      def summarize
+        prompt(
+          message: params[:message],
+          # region openrouter_best_practice_transforms_agent
+          transforms: [ "middle-out" ]
+          # endregion openrouter_best_practice_transforms_agent
+        )
+      end
+    end
+
+    test "best practice: uses transforms for long content" do
+      VCR.use_cassette("docs/providers/open_router/bp_transforms") do
+        long_content = "API documentation. " * 200
+
+        response = EfficientContextAgent.with(
+          message: "Summarize: #{long_content}"
+        ).summarize.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+
+    class SecureAgent < ApplicationAgent
+      generate_with :open_router,
+        model: "anthropic/claude-3-5-sonnet",
+        # region openrouter_best_practice_privacy_agent
+        provider: {
+          data_collection: "deny",
+          zdr: true
+        }
+      # endregion openrouter_best_practice_privacy_agent
+
+      def chat
+        prompt(message: params[:message])
+      end
+    end
+
+    test "best practice: respects privacy with provider settings" do
+      VCR.use_cassette("docs/providers/open_router/bp_privacy") do
+        response = SecureAgent.with(
+          message: "Explain OAuth 2.0"
+        ).chat.generate_now
+
+        assert response.success?
+        assert_not_nil response.message.content
+      end
+    end
+  end
+end
diff --git a/test/dummy/Gemfile b/test/dummy/Gemfile
index 3e65bbc2..b96f0f29 100644
--- a/test/dummy/Gemfile
+++ b/test/dummy/Gemfile
@@ -1,7 +1,7 @@
 source "https://rubygems.org"
 
-gem "ruby-anthropic", "~> 0.4.2"
-gem "ruby-openai", "~> 8.2.0"
+gem "anthropic", "~> 1.12"
+gem "ruby-openai", "~> 8.3"
 # Bundle edge Rails instead: gem "rails", github: "rails/rails", branch: "main"
 gem "rails", "~> 8.0.2.1"
 # Use sqlite3 as the database for Active Record
diff --git a/test/dummy/Gemfile.lock b/test/dummy/Gemfile.lock
index e32b50c5..422a02ad 100644
--- a/test/dummy/Gemfile.lock
+++ b/test/dummy/Gemfile.lock
@@ -1,7 +1,7 @@
 PATH
   remote: ../../..
   specs:
-    activeagent (0.6.0)
+    activeagent (0.6.2)
       actionpack (>= 7.2, <= 9.0)
       actionview (>= 7.2, <= 9.0)
       activejob (>= 7.2, <= 9.0)
@@ -84,11 +84,13 @@ GEM
       uri (>= 0.13.1)
     addressable (2.8.7)
       public_suffix (>= 2.0.2, < 7.0)
-    base64 (0.2.0)
-    benchmark (0.4.0)
-    bigdecimal (3.1.9)
+    anthropic (1.12.0)
+      connection_pool
+    base64 (0.3.0)
+    benchmark (0.4.1)
+    bigdecimal (3.3.1)
     bindex (0.8.1)
-    bootsnap (1.18.4)
+    bootsnap (1.18.6)
       msgpack (~> 1.2)
     builder (3.3.0)
     capybara (3.40.0)
@@ -101,16 +103,17 @@ GEM
       regexp_parser (>= 1.5, < 3.0)
       xpath (~> 3.2)
     concurrent-ruby (1.3.5)
-    connection_pool (2.5.3)
+    connection_pool (2.5.4)
     crass (1.0.6)
     date (3.4.1)
-    debug (1.10.0)
+    debug (1.11.0)
       irb (~> 1.10)
       reline (>= 0.3.8)
-    drb (2.2.1)
+    drb (2.2.3)
+    erb (5.1.1)
     erubi (1.13.1)
     event_stream_parser (1.0.0)
-    faraday (2.13.4)
+    faraday (2.14.0)
       faraday-net_http (>= 2.0, < 3.5)
       json
       logger
@@ -118,21 +121,21 @@ GEM
       multipart-post (~> 2.0)
     faraday-net_http (3.4.1)
       net-http (>= 0.5.0)
-    globalid (1.2.1)
+    globalid (1.3.0)
       activesupport (>= 6.1)
     i18n (1.14.7)
       concurrent-ruby (~> 1.0)
-    io-console (0.8.0)
+    io-console (0.8.1)
     irb (1.15.2)
       pp (>= 0.6.0)
       rdoc (>= 4.0.0)
       reline (>= 0.4.2)
-    jbuilder (2.13.0)
-      actionview (>= 5.0.0)
-      activesupport (>= 5.0.0)
+    jbuilder (2.14.1)
+      actionview (>= 7.0.0)
+      activesupport (>= 7.0.0)
     json (2.13.2)
     logger (1.7.0)
-    loofah (2.24.0)
+    loofah (2.24.1)
       crass (~> 1.0.2)
       nokogiri (>= 1.12.0)
     mail (2.8.1)
@@ -140,15 +143,15 @@ GEM
       net-imap
       net-pop
       net-smtp
-    marcel (1.0.4)
-    matrix (0.4.2)
+    marcel (1.1.0)
+    matrix (0.4.3)
     mini_mime (1.1.5)
-    minitest (5.25.5)
+    minitest (5.26.0)
     msgpack (1.8.0)
     multipart-post (2.4.1)
     net-http (0.6.0)
       uri
-    net-imap (0.5.8)
+    net-imap (0.5.12)
       date
       net-protocol
     net-pop (0.1.2)
@@ -158,34 +161,35 @@ GEM
     net-smtp (0.5.1)
       net-protocol
     nio4r (2.7.4)
-    nokogiri (1.18.8-aarch64-linux-gnu)
+    nokogiri (1.18.10-aarch64-linux-gnu)
       racc (~> 1.4)
-    nokogiri (1.18.8-aarch64-linux-musl)
+    nokogiri (1.18.10-aarch64-linux-musl)
       racc (~> 1.4)
-    nokogiri (1.18.8-arm-linux-gnu)
+    nokogiri (1.18.10-arm-linux-gnu)
       racc (~> 1.4)
-    nokogiri (1.18.8-arm-linux-musl)
+    nokogiri (1.18.10-arm-linux-musl)
       racc (~> 1.4)
-    nokogiri (1.18.8-arm64-darwin)
+    nokogiri (1.18.10-arm64-darwin)
       racc (~> 1.4)
-    nokogiri (1.18.8-x86_64-darwin)
+    nokogiri (1.18.10-x86_64-darwin)
       racc (~> 1.4)
-    nokogiri (1.18.8-x86_64-linux-gnu)
+    nokogiri (1.18.10-x86_64-linux-gnu)
       racc (~> 1.4)
-    nokogiri (1.18.8-x86_64-linux-musl)
+    nokogiri (1.18.10-x86_64-linux-musl)
       racc (~> 1.4)
-    pp (0.6.2)
+    pp (0.6.3)
       prettyprint
     prettyprint (0.2.0)
-    psych (5.2.4)
+    prism (1.4.0)
+    psych (5.2.6)
       date
       stringio
     public_suffix (6.0.2)
-    puma (6.6.0)
+    puma (7.0.4)
       nio4r (~> 2.0)
     racc (1.8.1)
-    rack (3.1.13)
-    rack-session (2.1.0)
+    rack (3.2.3)
+    rack-session (2.1.1)
       base64 (>= 0.1.0)
       rack (>= 3.0.0)
     rack-test (2.2.0)
@@ -206,7 +210,7 @@ GEM
       activesupport (= 8.0.2.1)
       bundler (>= 1.15.0)
       railties (= 8.0.2.1)
-    rails-dom-testing (2.2.0)
+    rails-dom-testing (2.3.0)
       activesupport (>= 5.0.0)
       minitest
       nokogiri (>= 1.6)
@@ -221,43 +225,44 @@ GEM
       rake (>= 12.2)
       thor (~> 1.0, >= 1.2.2)
       zeitwerk (~> 2.6)
-    rake (13.2.1)
-    rdoc (6.13.1)
+    rake (13.3.0)
+    rdoc (6.15.0)
+      erb
       psych (>= 4.0.0)
-    regexp_parser (2.10.0)
-    reline (0.6.1)
+      tsort
+    regexp_parser (2.11.3)
+    reline (0.6.2)
       io-console (~> 0.5)
-    rexml (3.4.1)
-    ruby-anthropic (0.4.2)
-      event_stream_parser (>= 0.3.0, < 2.0.0)
-      faraday (>= 1)
-      faraday-multipart (>= 1)
-    ruby-openai (8.2.0)
+    rexml (3.4.4)
+    ruby-openai (8.3.0)
       event_stream_parser (>= 0.3.0, < 2.0.0)
       faraday (>= 1)
       faraday-multipart (>= 1)
-    rubyzip (2.4.1)
+    rubyzip (3.2.0)
     securerandom (0.4.1)
-    selenium-webdriver (4.32.0)
+    selenium-webdriver (4.36.0)
       base64 (~> 0.2)
+      json (<= 2.13.2)
       logger (~> 1.4)
+      prism (~> 1.0, < 1.5)
       rexml (~> 3.2, >= 3.2.5)
-      rubyzip (>= 1.2.2, < 3.0)
+      rubyzip (>= 1.2.2, < 4.0)
       websocket (~> 1.0)
-    sqlite3 (2.6.0-aarch64-linux-gnu)
-    sqlite3 (2.6.0-aarch64-linux-musl)
-    sqlite3 (2.6.0-arm-linux-gnu)
-    sqlite3 (2.6.0-arm-linux-musl)
-    sqlite3 (2.6.0-arm64-darwin)
-    sqlite3 (2.6.0-x86_64-darwin)
-    sqlite3 (2.6.0-x86_64-linux-gnu)
-    sqlite3 (2.6.0-x86_64-linux-musl)
+    sqlite3 (2.7.4-aarch64-linux-gnu)
+    sqlite3 (2.7.4-aarch64-linux-musl)
+    sqlite3 (2.7.4-arm-linux-gnu)
+    sqlite3 (2.7.4-arm-linux-musl)
+    sqlite3 (2.7.4-arm64-darwin)
+    sqlite3 (2.7.4-x86_64-darwin)
+    sqlite3 (2.7.4-x86_64-linux-gnu)
+    sqlite3 (2.7.4-x86_64-linux-musl)
     stringio (3.1.7)
-    thor (1.3.2)
+    thor (1.4.0)
     timeout (0.4.3)
+    tsort (0.2.0)
     tzinfo (2.0.6)
       concurrent-ruby (~> 1.0)
-    uri (1.0.3)
+    uri (1.0.4)
     useragent (0.16.11)
     web-console (4.2.1)
       actionview (>= 6.0.0)
@@ -265,13 +270,13 @@ GEM
       bindex (>= 0.4.0)
       railties (>= 6.0.0)
     websocket (1.2.11)
-    websocket-driver (0.7.7)
+    websocket-driver (0.8.0)
       base64
       websocket-extensions (>= 0.1.0)
     websocket-extensions (0.1.5)
     xpath (3.2.0)
       nokogiri (~> 1.8)
-    zeitwerk (2.7.2)
+    zeitwerk (2.7.3)
 
 PLATFORMS
   aarch64-linux
@@ -288,14 +293,14 @@ PLATFORMS
 
 DEPENDENCIES
   activeagent!
+  anthropic (~> 1.1)
   bootsnap
   capybara
   debug
   jbuilder
   puma (>= 5.0)
   rails (~> 8.0.2.1)
-  ruby-anthropic (~> 0.4.2)
-  ruby-openai (~> 8.2.0)
+  ruby-openai (~> 8.3)
   selenium-webdriver
   sqlite3 (>= 2.1)
   tzinfo-data
diff --git a/test/dummy/app/agents/anthropic_agent.rb b/test/dummy/app/agents/anthropic_agent.rb
deleted file mode 100644
index 8bad835d..00000000
--- a/test/dummy/app/agents/anthropic_agent.rb
+++ /dev/null
@@ -1,3 +0,0 @@
-class AnthropicAgent < ActiveAgent::Base
-  generate_with :anthropic
-end
diff --git a/test/dummy/app/agents/application_agent.rb b/test/dummy/app/agents/application_agent.rb
index b002bb4e..7754ac48 100644
--- a/test/dummy/app/agents/application_agent.rb
+++ b/test/dummy/app/agents/application_agent.rb
@@ -1,5 +1,4 @@
 class ApplicationAgent < ActiveAgent::Base
-  layout "agent"
-
   generate_with :openai, model: "gpt-4o-mini"
+  embed_with :openai, model: "text-embedding-3-small"
 end
diff --git a/test/dummy/app/agents/browser_agent.rb b/test/dummy/app/agents/browser_agent.rb
deleted file mode 100644
index 914d1b5f..00000000
--- a/test/dummy/app/agents/browser_agent.rb
+++ /dev/null
@@ -1,484 +0,0 @@
-require "capybara"
-require "capybara/cuprite"
-
-class BrowserAgent < ApplicationAgent
-  # Configure AI provider for intelligent automation
-  generate_with :openai,
-    model: "gpt-4o-mini"
-
-  class_attribute :browser_session, default: nil
-
-  # Navigate to a URL
-  def navigate
-    setup_browser_if_needed
-
-    @url = params[:url]
-    Rails.logger.info "Navigating to #{@url}"
-
-    begin
-      self.class.browser_session.visit(@url)
-      @status = 200
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-    rescue => e
-      @status = 500
-      @error = e.message
-      Rails.logger.error "Navigation failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Click on an element
-  def click
-    setup_browser_if_needed
-
-    @selector = params[:selector]
-    @text = params[:text]
-    Rails.logger.info "Clicking on element: selector=#{@selector}, text=#{@text}"
-
-    begin
-      if @text
-        self.class.browser_session.click_on(@text)
-      elsif @selector
-        self.class.browser_session.find(@selector).click
-      end
-      @success = true
-      @current_url = self.class.browser_session.current_url
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Click failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Fill in a form field
-  def fill_form
-    setup_browser_if_needed
-
-    @field = params[:field]
-    @value = params[:value]
-    @selector = params[:selector]
-    Rails.logger.info "Filling form field: field=#{@field}, selector=#{@selector}"
-
-    begin
-      if @selector
-        self.class.browser_session.find(@selector).set(@value)
-      else
-        self.class.browser_session.fill_in(@field, with: @value)
-      end
-      @success = true
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Fill form failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Extract text from the page
-  def extract_text
-    setup_browser_if_needed
-
-    @selector = params[:selector] || "body"
-    Rails.logger.info "Extracting text from #{@selector}"
-
-    begin
-      element = self.class.browser_session.find(@selector)
-      @text = element.text
-      @success = true
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Extract text failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Get current page info
-  def page_info
-    setup_browser_if_needed
-
-    Rails.logger.info "Getting page info"
-
-    begin
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-      @has_css = {}
-
-      # Check for common elements
-      [ "form", "input", "button", "a", "img" ].each do |tag|
-        @has_css[tag] = self.class.browser_session.has_css?(tag)
-      end
-
-      @success = true
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Page info failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Extract all links from the page
-  def extract_links
-    setup_browser_if_needed
-
-    @selector = params[:selector] || "body"
-    @limit = params[:limit] || 10
-    Rails.logger.info "Extracting links from #{@selector}"
-
-    begin
-      @links = []
-      within_element = (@selector == "body") ? self.class.browser_session : self.class.browser_session.find(@selector)
-
-      within_element.all("a", visible: true).first(@limit).each do |link|
-        href = link["href"]
-        next if href.nil? || href.empty? || href.start_with?("#")
-
-        @links << {
-          text: link.text.strip,
-          href: href,
-          title: link["title"]
-        }
-      end
-
-      @success = true
-      @current_url = self.class.browser_session.current_url
-    rescue => e
-      @success = false
-      @error = e.message
-      @links = []
-      Rails.logger.error "Extract links failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Follow a link by text or href
-  def follow_link
-    setup_browser_if_needed
-
-    @text = params[:text]
-    @href = params[:href]
-    Rails.logger.info "Following link: text=#{@text}, href=#{@href}"
-
-    begin
-      if @text
-        self.class.browser_session.click_link(@text)
-      elsif @href
-        link = self.class.browser_session.find("a[href*='#{@href}']")
-        link.click
-      else
-        raise "Must provide either text or href parameter"
-      end
-
-      # Wait for navigation
-      sleep 0.5
-
-      @success = true
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Follow link failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Go back to previous page
-  def go_back
-    setup_browser_if_needed
-
-    Rails.logger.info "Going back to previous page"
-
-    begin
-      self.class.browser_session.go_back
-      sleep 0.5
-
-      @success = true
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Go back failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Extract main content (useful for Wikipedia and articles)
-  def extract_main_content
-    setup_browser_if_needed
-
-    Rails.logger.info "Extracting main content"
-
-    begin
-      # Try common content selectors
-      content_selectors = [
-        "#mw-content-text", # Wikipedia
-        "main",
-        "article",
-        "[role='main']",
-        ".content",
-        "#content"
-      ]
-
-      @content = nil
-      content_selectors.each do |selector|
-        if self.class.browser_session.has_css?(selector)
-          element = self.class.browser_session.find(selector)
-          @content = element.text
-          @selector_used = selector
-          break
-        end
-      end
-
-      @content ||= self.class.browser_session.find("body").text
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-      @success = true
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Extract main content failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Take a screenshot of the current page
-  def screenshot
-    setup_browser_if_needed
-
-    @filename = params[:filename] || "screenshot_#{Time.now.to_i}.png"
-    @full_page = params[:full_page] || false
-    @selector = params[:selector]
-    @area = params[:area] # { x: 0, y: 0, width: 400, height: 300 }
-    @main_content_only = params[:main_content_only] != false # Default to true
-
-    # Ensure tmp/screenshots directory exists
-    screenshot_dir = Rails.root.join("tmp", "screenshots")
-    FileUtils.mkdir_p(screenshot_dir)
-
-    @path = screenshot_dir.join(@filename)
-    Rails.logger.info "Taking screenshot: #{@filename}"
-
-    begin
-      # Build screenshot options
-      options = { path: @path }
-
-      # If main_content_only is true and no specific selector/area provided, try to detect main content
-      if @main_content_only && !@selector && !@area
-        main_area = detect_main_content_area
-        if main_area
-          options[:area] = main_area
-          Rails.logger.info "Auto-cropping to main content area: #{main_area.inspect}"
-        end
-      else
-        # Add full page option
-        options[:full] = true if @full_page
-
-        # Add selector option (for element screenshots)
-        options[:selector] = @selector if @selector.present?
-
-        # Add area option (for specific region screenshots)
-        if @area.present?
-          # Ensure area has the required keys and convert to symbol keys
-          area_hash = {}
-          area_hash[:x] = @area["x"] || @area[:x] if @area["x"] || @area[:x]
-          area_hash[:y] = @area["y"] || @area[:y] if @area["y"] || @area[:y]
-          area_hash[:width] = @area["width"] || @area[:width] if @area["width"] || @area[:width]
-          area_hash[:height] = @area["height"] || @area[:height] if @area["height"] || @area[:height]
-
-          options[:area] = area_hash if area_hash.any?
-        end
-      end
-
-      # Take the screenshot with options
-      self.class.browser_session.save_screenshot(**options)
-
-      @success = true
-      @filepath = @path.to_s
-      @current_url = self.class.browser_session.current_url
-      @title = self.class.browser_session.title
-
-      # Generate a relative path for display
-      @relative_path = @path.relative_path_from(Rails.root).to_s
-    rescue => e
-      @success = false
-      @error = e.message
-      Rails.logger.error "Screenshot failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  # Extract links with preview screenshots
-  def extract_links_with_previews
-    setup_browser_if_needed
-
-    @selector = params[:selector] || "body"
-    @limit = params[:limit] || 5
-    Rails.logger.info "Extracting links with previews from #{@selector}"
-
-    begin
-      @links = []
-      @original_url = self.class.browser_session.current_url
-      within_element = (@selector == "body") ? self.class.browser_session : self.class.browser_session.find(@selector)
-
-      # Get unique links
-      all_links = within_element.all("a", visible: true)
-      unique_links = {}
-
-      all_links.each do |link|
-        href = link["href"]
-        next if href.nil? || href.empty? || href.start_with?("#") || href.start_with?("javascript:")
-
-        # Normalize URL
-        full_url = URI.join(@original_url, href).to_s rescue next
-        next if unique_links.key?(full_url)
-
-        unique_links[full_url] = {
-          text: link.text.strip,
-          href: full_url,
-          title: link["title"]
-        }
-
-        break if unique_links.size >= @limit
-      end
-
-      # Take screenshots of each link
-      unique_links.each_with_index do |(url, link_data), index|
-        begin
-          # Visit the link
-          self.class.browser_session.visit(url)
-          sleep 0.5 # Wait for page to load
-
-          # Take a screenshot
-          screenshot_filename = "preview_#{index}_#{Time.now.to_i}.png"
-          screenshot_path = Rails.root.join("tmp", "screenshots", screenshot_filename)
-          FileUtils.mkdir_p(File.dirname(screenshot_path))
-          self.class.browser_session.save_screenshot(screenshot_path)
-
-          link_data[:screenshot] = screenshot_path.relative_path_from(Rails.root).to_s
-          link_data[:page_title] = self.class.browser_session.title
-
-          @links << link_data
-        rescue => e
-          Rails.logger.warn "Failed to preview #{url}: #{e.message}"
-          @links << link_data # Add without screenshot
-        end
-      end
-
-      # Return to original page
-      self.class.browser_session.visit(@original_url)
-
-      @success = true
-      @current_url = @original_url
-    rescue => e
-      @success = false
-      @error = e.message
-      @links = []
-      Rails.logger.error "Extract links with previews failed: #{e.message}"
-    end
-
-    prompt
-  end
-
-  private
-
-  def setup_browser_if_needed
-    return if self.class.browser_session
-
-    # Configure Cuprite driver if not already configured
-    unless Capybara.drivers[:cuprite_agent]
-      Capybara.register_driver :cuprite_agent do |app|
-        Capybara::Cuprite::Driver.new(
-          app,
-          window_size: [ 1920, 1080 ], # Standard HD resolution
-          browser_options: {
-            "no-sandbox": nil,
-            "disable-gpu": nil,
-            "disable-dev-shm-usage": nil
-          },
-          inspector: false,
-          headless: true
-        )
-      end
-    end
-
-    # Create a shared session for this agent class
-    self.class.browser_session = Capybara::Session.new(:cuprite_agent)
-  end
-
-  def detect_main_content_area
-    # Try to detect main content area based on common selectors
-    main_selectors = [
-      "main",                    # HTML5 main element
-      "[role='main']",          # ARIA role
-      "#main-content",          # Common ID
-      "#main",                  # Common ID
-      "#content",               # Common ID
-      ".main-content",          # Common class
-      ".content",              # Common class
-      "article",               # Article element
-      "#mw-content-text",      # Wikipedia
-      ".container",            # Bootstrap/common framework
-      "#root > div > main",    # React apps
-      "body > div:nth-child(2)" # Fallback to second div
-    ]
-
-    main_selectors.each do |selector|
-      if self.class.browser_session.has_css?(selector, wait: 0)
-        begin
-          # Get element position and dimensions using JavaScript
-          rect = self.class.browser_session.evaluate_script(<<-JS)
-            (function() {
-              var elem = document.querySelector('#{selector}');
-              if (!elem) return null;
-              var rect = elem.getBoundingClientRect();
-              return {
-                x: Math.round(rect.left + window.scrollX),
-                y: Math.round(rect.top + window.scrollY),
-                width: Math.round(rect.width),
-                height: Math.round(rect.height)
-              };
-            })()
-          JS
-
-          if rect && rect["width"] > 0 && rect["height"] > 0
-            # Start from the element's Y position or skip header if element is at top
-            start_y = (rect["y"] < 100) ? 150 : rect["y"]
-
-            # Always use full viewport width and height from start_y
-            return {
-              x: 0,
-              y: start_y,
-              width: 1920,
-              height: 1080 - start_y  # Full height minus the offset
-            }
-          end
-        rescue => e
-          Rails.logger.warn "Failed to get dimensions for #{selector}: #{e.message}"
-        end
-      end
-    end
-
-    # Default fallback: skip typical header area but keep full height
-    {
-      x: 0,
-      y: 150,  # Skip typical header height
-      width: 1920,
-      height: 930  # 1080 - 150 = 930 to stay within viewport
-    }
-  end
-end
diff --git a/test/dummy/app/agents/calculator_agent.rb b/test/dummy/app/agents/calculator_agent.rb
deleted file mode 100644
index 7471d76c..00000000
--- a/test/dummy/app/agents/calculator_agent.rb
+++ /dev/null
@@ -1,46 +0,0 @@
-class CalculatorAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You are a calculator assistant. Use the available tools to perform calculations."
-
-  def add
-    result = params[:a].to_f + params[:b].to_f
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: result.to_s }
-    end
-  end
-
-  def subtract
-    result = params[:a].to_f - params[:b].to_f
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: result.to_s }
-    end
-  end
-
-  def multiply
-    result = params[:a].to_f * params[:b].to_f
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: result.to_s }
-    end
-  end
-
-  def divide
-    if params[:b].to_f == 0
-      prompt(content_type: "text/plain") do |format|
-        format.text { render plain: "Error: Division by zero" }
-      end
-    else
-      result = params[:a].to_f / params[:b].to_f
-      prompt(content_type: "text/plain") do |format|
-        format.text { render plain: result.to_s }
-      end
-    end
-  end
-
-  def calculate_area
-    width = params[:width].to_f
-    height = params[:height].to_f
-    result = width * height
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: result.to_s }
-    end
-  end
-end
diff --git a/test/dummy/app/agents/concerns/research_tools.rb b/test/dummy/app/agents/concerns/research_tools.rb
deleted file mode 100644
index e02d189a..00000000
--- a/test/dummy/app/agents/concerns/research_tools.rb
+++ /dev/null
@@ -1,126 +0,0 @@
-# Concern that provides research-related tools that work with both
-# OpenAI Responses API (built-in tools) and Chat Completions API (function calling)
-module ResearchTools
-  extend ActiveSupport::Concern
-
-  included do
-    # Class-level configuration for built-in tools
-    class_attribute :research_tools_config, default: {}
-  end
-
-  # Action methods that become function tools in Chat API
-  # These are standard ActiveAgent actions that get converted to tool schemas
-
-  def search_academic_papers
-    @query = params[:query]
-    @year_from = params[:year_from]
-    @year_to = params[:year_to]
-    @field = params[:field]
-
-    prompt(
-      message: build_academic_search_query,
-      # For Responses API - add web search as built-in tool
-      tools: responses_api? ? [ { type: "web_search_preview", search_context_size: "high" } ] : nil
-    )
-  end
-
-  def analyze_research_data
-    @data = params[:data]
-    @analysis_type = params[:analysis_type]
-
-    prompt(
-      message: "Analyze the following research data:\n#{@data}\nAnalysis type: #{@analysis_type}",
-      content_type: :json
-    )
-  end
-
-  def generate_research_visualization
-    @data = params[:data]
-    @chart_type = params[:chart_type] || "bar"
-    @title = params[:title]
-
-    prompt(
-      message: "Create a #{@chart_type} chart visualization for: #{@title}\nData: #{@data}",
-      # For Responses API - add image generation as built-in tool
-      tools: responses_api? ? [
-        {
-          type: "image_generation",
-          size: "1024x1024",
-          quality: "high"
-        }
-      ] : nil
-    )
-  end
-
-  def search_with_mcp_sources
-    @query = params[:query]
-    @sources = params[:sources] || []
-
-    # Build MCP tools configuration based on requested sources
-    mcp_tools = build_mcp_tools(@sources)
-
-    prompt(
-      message: "Research query: #{@query}",
-      tools: responses_api? ? mcp_tools : nil
-    )
-  end
-
-  private
-
-  def build_academic_search_query
-    query_parts = [ "Academic papers search: #{@query}" ]
-    query_parts << "Published between #{@year_from} and #{@year_to}" if @year_from && @year_to
-    query_parts << "Field: #{@field}" if @field
-    query_parts << "Include citations and abstracts"
-    query_parts.join("\n")
-  end
-
-  def build_mcp_tools(sources)
-    tools = []
-
-    sources.each do |source|
-      case source
-      when "arxiv"
-        tools << {
-          type: "mcp",
-          server_label: "ArXiv Papers",
-          server_url: "https://arxiv-mcp.example.com/sse",
-          server_description: "Search and retrieve academic papers from ArXiv",
-          require_approval: "never",
-          allowed_tools: [ "search_papers", "get_paper", "get_citations" ]
-        }
-      when "pubmed"
-        tools << {
-          type: "mcp",
-          server_label: "PubMed",
-          server_url: "https://pubmed-mcp.example.com/sse",
-          server_description: "Search medical and life science literature",
-          require_approval: "never"
-        }
-      when "github"
-        tools << {
-          type: "mcp",
-          server_label: "GitHub Research",
-          server_url: "https://api.githubcopilot.com/mcp/",
-          server_description: "Search code repositories and documentation",
-          require_approval: "never"
-        }
-      end
-    end
-
-    tools
-  end
-
-  def responses_api?
-    # Check if we're using the Responses API
-    # For now, we'll check if the model or options indicate Responses API usage
-    false # This would be determined by the actual provider configuration
-  end
-
-  class_methods do
-    # Class method to configure research tools for the agent
-    def configure_research_tools(**options)
-      self.research_tools_config = research_tools_config.merge(options)
-    end
-  end
-end
diff --git a/test/dummy/app/agents/concerns/web_searchable.rb b/test/dummy/app/agents/concerns/web_searchable.rb
deleted file mode 100644
index 83707804..00000000
--- a/test/dummy/app/agents/concerns/web_searchable.rb
+++ /dev/null
@@ -1,48 +0,0 @@
-module WebSearchable
-  extend ActiveSupport::Concern
-
-  included do
-    # Add web search built-in tool when this concern is included
-    before_action :add_web_search_tool, if: :web_search_enabled?
-  end
-
-  # Action that performs web search
-  def search_web
-    @query = params[:query]
-    @search_options = params[:search_options] || {}
-
-    # This would be the prompt that triggers web search
-    prompt(
-      message: "Search the web for: #{@query}",
-      tools: [
-        {
-          type: "web_search_preview",
-          search_context_size: @search_options[:context_size] || "medium",
-          user_location: @search_options[:location]
-        }.compact
-      ]
-    )
-  end
-
-  private
-
-  def add_web_search_tool
-    # Merge web search tool into options
-    current_tools = @_context.options[:tools] || []
-    current_tools << {
-      type: "web_search_preview",
-      search_context_size: web_search_context_size
-    }
-    @_context.options[:tools] = current_tools
-  end
-
-  def web_search_enabled?
-    # Override in including class to control when web search is available
-    true
-  end
-
-  def web_search_context_size
-    # Override in including class to set default context size
-    "medium"
-  end
-end
diff --git a/test/dummy/app/agents/data_extraction_agent.rb b/test/dummy/app/agents/data_extraction_agent.rb
deleted file mode 100644
index 793543df..00000000
--- a/test/dummy/app/agents/data_extraction_agent.rb
+++ /dev/null
@@ -1,28 +0,0 @@
-class DataExtractionAgent < ApplicationAgent
-  before_action :set_multimodal_content, only: [ :parse_content ]
-
-  def parse_content
-    prompt(
-      message: params[:message] || "Parse the content of the file or image",
-      image_data: @image_data,
-      file_data: @file_data,
-      output_schema: params[:output_schema]
-      )
-  end
-
-  def describe_cat_image
-    prompt(
-      message: "Describe the cat in the image",
-      image_data: CatImageService.fetch_base64_image
-      )
-  end
-
-  private
-  def set_multimodal_content
-    if params[:file_path].present?
-      @file_data ||= "data:application/pdf;base64,#{Base64.encode64(File.read(params[:file_path]))}"
-    elsif params[:image_path].present?
-      @image_data ||= "data:image/jpeg;base64,#{Base64.encode64(File.read(params[:image_path]))}"
-    end
-  end
-end
diff --git a/test/dummy/app/agents/mcp_integration_agent.rb b/test/dummy/app/agents/mcp_integration_agent.rb
deleted file mode 100644
index c3a1ff59..00000000
--- a/test/dummy/app/agents/mcp_integration_agent.rb
+++ /dev/null
@@ -1,141 +0,0 @@
-# Example agent demonstrating MCP (Model Context Protocol) integration
-# MCP allows connecting to external services and tools
-class McpIntegrationAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-5"  # Responses API required for MCP
-
-  # Use MCP connectors for cloud storage services
-  def search_cloud_storage
-    @query = params[:query]
-    @service = params[:service] || "dropbox"
-    @auth_token = params[:auth_token]
-
-    prompt(
-      message: "Search for: #{@query}",
-      options: {
-        use_responses_api: true,
-        tools: [ build_connector_tool(@service, @auth_token) ]
-      }
-    )
-  end
-
-  # Use custom MCP server for specialized functionality
-  def use_custom_mcp
-    @query = params[:query]
-    @server_url = params[:server_url]
-    @allowed_tools = params[:allowed_tools]
-
-    prompt(
-      message: @query,
-      options: {
-        use_responses_api: true,
-        tools: [
-          {
-            type: "mcp",
-            server_label: "Custom MCP Server",
-            server_url: @server_url,
-            server_description: "Custom MCP server for specialized tasks",
-            require_approval: "always",  # Require approval for safety
-            allowed_tools: @allowed_tools
-          }
-        ]
-      }
-    )
-  end
-
-  # Combine multiple MCP servers for comprehensive search
-  def multi_source_search
-    @query = params[:query]
-    @sources = params[:sources] || [ "github", "dropbox" ]
-    @auth_tokens = params[:auth_tokens] || {}
-
-    tools = @sources.map do |source|
-      case source
-      when "github"
-        {
-          type: "mcp",
-          server_label: "GitHub",
-          server_url: "https://api.githubcopilot.com/mcp/",
-          server_description: "Search GitHub repositories",
-          require_approval: "never"
-        }
-      when "dropbox"
-        build_connector_tool("dropbox", @auth_tokens["dropbox"])
-      when "google_drive"
-        build_connector_tool("google_drive", @auth_tokens["google_drive"])
-      end
-    end.compact
-
-    prompt(
-      message: "Search across multiple sources: #{@query}",
-      options: {
-        use_responses_api: true,
-        tools: tools
-      }
-    )
-  end
-
-  # Use MCP with approval workflow
-  def sensitive_operation
-    @operation = params[:operation]
-    @mcp_config = params[:mcp_config]
-
-    prompt(
-      message: "Perform operation: #{@operation}",
-      options: {
-        use_responses_api: true,
-        tools: [
-          {
-            type: "mcp",
-            server_label: @mcp_config[:label],
-            server_url: @mcp_config[:url],
-            authorization: @mcp_config[:auth],
-            require_approval: {
-              never: {
-                tool_names: [ "read", "search" ]  # Safe operations
-              }
-            }
-            # All other operations will require approval
-          }
-        ]
-      }
-    )
-  end
-
-  private
-
-  def build_connector_tool(service, auth_token)
-    connector_configs = {
-      "dropbox" => {
-        connector_id: "connector_dropbox",
-        label: "Dropbox"
-      },
-      "google_drive" => {
-        connector_id: "connector_googledrive",
-        label: "Google Drive"
-      },
-      "gmail" => {
-        connector_id: "connector_gmail",
-        label: "Gmail"
-      },
-      "sharepoint" => {
-        connector_id: "connector_sharepoint",
-        label: "SharePoint"
-      },
-      "outlook" => {
-        connector_id: "connector_outlookemail",
-        label: "Outlook Email"
-      }
-    }
-
-    config = connector_configs[service]
-    return nil unless config && auth_token
-
-    {
-      type: "mcp",
-      server_label: config[:label],
-      connector_id: config[:connector_id],
-      authorization: auth_token,
-      require_approval: "never"  # Or configure based on your needs
-    }
-  end
-end
diff --git a/test/dummy/app/agents/multimodal_agent.rb b/test/dummy/app/agents/multimodal_agent.rb
deleted file mode 100644
index 2e30fce6..00000000
--- a/test/dummy/app/agents/multimodal_agent.rb
+++ /dev/null
@@ -1,104 +0,0 @@
-# Example agent demonstrating multimodal capabilities with built-in tools
-# This agent uses the Responses API to access advanced tools
-class MultimodalAgent < ApplicationAgent
-  # Use default temperature for Responses API compatibility
-  generate_with :openai, model: "gpt-4o", temperature: nil
-
-  # Generate an image based on a description
-  def create_image
-    @description = params[:description]
-    @size = params[:size] || "1024x1024"
-    @quality = params[:quality] || "high"
-
-    prompt(
-      message: "Generate an image: #{@description}",
-      options: {
-        use_responses_api: true,
-        tools: [
-          {
-            type: "image_generation",
-            size: @size,
-            quality: @quality,
-            format: "png"
-          }
-        ]
-      }
-    )
-  end
-
-  # Research a topic and create an infographic
-  def create_infographic
-    @topic = params[:topic]
-    @style = params[:style] || "modern"
-
-    prompt(
-      message: build_infographic_prompt,
-      options: {
-        use_responses_api: true,
-        tools: [
-          { type: "web_search_preview", search_context_size: "high" },
-          {
-            type: "image_generation",
-            size: "1024x1536",  # Tall format for infographic
-            quality: "high",
-            background: "opaque"
-          }
-        ]
-      }
-    )
-  end
-
-  # Analyze an image and search for related information
-  def analyze_and_research
-    @image_data = params[:image_data]  # Base64 encoded image
-    @question = params[:question]
-
-    prompt(
-      message: @question,
-      image_data: @image_data,
-      options: {
-        use_responses_api: true,
-        tools: [
-          { type: "web_search_preview" }
-        ]
-      }
-    )
-  end
-
-  # Edit an existing image with AI
-  def edit_image
-    @original_image = params[:original_image]
-    @instructions = params[:instructions]
-
-    prompt(
-      message: @instructions,
-      image_data: @original_image,
-      options: {
-        use_responses_api: true,
-        tools: [
-          {
-            type: "image_generation",
-            partial_images: 2  # Show progress during generation
-          }
-        ]
-      }
-    )
-  end
-
-  private
-
-  def build_infographic_prompt
-    <<~PROMPT
-      Create a #{@style} infographic about #{@topic}.
-
-      First, research the topic to gather accurate, up-to-date information.
-      Then generate a visually appealing infographic that includes:
-      - Key statistics and facts
-      - Clear visual hierarchy
-      - #{@style} design aesthetic
-      - Easy-to-read layout
-
-      Make it informative and visually engaging.
-    PROMPT
-  end
-end
diff --git a/test/dummy/app/agents/ollama_agent.rb b/test/dummy/app/agents/ollama_agent.rb
deleted file mode 100644
index bc2b2a45..00000000
--- a/test/dummy/app/agents/ollama_agent.rb
+++ /dev/null
@@ -1,4 +0,0 @@
-class OllamaAgent < ApplicationAgent
-  layout "agent"
-  generate_with :ollama, model: "gemma3:latest", instructions: "You're a basic Ollama agent."
-end
diff --git a/test/dummy/app/agents/open_ai_agent.rb b/test/dummy/app/agents/open_ai_agent.rb
deleted file mode 100644
index dedae27b..00000000
--- a/test/dummy/app/agents/open_ai_agent.rb
+++ /dev/null
@@ -1,4 +0,0 @@
-class OpenAIAgent < ApplicationAgent
-  layout "agent"
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You're a basic OpenAI agent."
-end
diff --git a/test/dummy/app/agents/open_router_agent.rb b/test/dummy/app/agents/open_router_agent.rb
deleted file mode 100644
index b4aad345..00000000
--- a/test/dummy/app/agents/open_router_agent.rb
+++ /dev/null
@@ -1,4 +0,0 @@
-class OpenRouterAgent < ApplicationAgent
-  layout "agent"
-  generate_with :open_router, model: "qwen/qwen3-30b-a3b:free", instructions: "You're a basic Open Router agent."
-end
diff --git a/test/dummy/app/agents/open_router_integration_agent.rb b/test/dummy/app/agents/open_router_integration_agent.rb
deleted file mode 100644
index e5838fb2..00000000
--- a/test/dummy/app/agents/open_router_integration_agent.rb
+++ /dev/null
@@ -1,239 +0,0 @@
-class OpenRouterIntegrationAgent < ApplicationAgent
-  generate_with :open_router,
-    model: "openai/gpt-4o",
-    fallback_models: [ "anthropic/claude-sonnet-4" ],
-    enable_fallbacks: true,
-    track_costs: true
-
-  def analyze_image
-    @image_url = params[:image_url]
-    @image_path = params[:image_path]
-
-    # Create an ActiveAgent::ActionPrompt::Message with multimodal content
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: build_image_message,
-      role: :user
-    )
-
-    # Pass the multimodal message directly to prompt
-    prompt(
-      message: message,
-      output_schema: image_analysis_schema
-    )
-  end
-
-  def extract_receipt_data
-    @image_url = params[:image_url]
-    @image_path = params[:image_path]
-
-    # Create an ActiveAgent::ActionPrompt::Message with multimodal content
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: build_receipt_message,
-      role: :user
-    )
-
-    # Pass the multimodal message directly to prompt
-    prompt(
-      message: message,
-      output_schema: receipt_schema
-    )
-  end
-
-  def process_long_text
-    @text = params[:text]
-
-    prompt(
-      message: "Summarize the following text in 3 bullet points:\n\n#{@text}",
-      options: { transforms: [ "middle-out" ] }
-    )
-  end
-
-  def test_fallback
-    # Use a model with small context and provide text that might exceed it
-    # This should trigger fallback to a model with larger context
-    long_context = "Please summarize this: " + ("The quick brown fox jumps over the lazy dog. " * 50)
-
-    prompt(
-      message: long_context + "\n\nNow, what is 2+2? Answer with just the number.",
-      options: {
-        # Try to use a model with limited context first
-        models: [ "openai/gpt-3.5-turbo-0301", "openai/gpt-3.5-turbo", "openai/gpt-4o-mini" ],
-        route: "fallback"
-      }
-    )
-  end
-
-  def analyze_content
-    @content = params[:content]
-    prompt(message: @content)
-  end
-
-  def analyze_pdf
-    @pdf_url = params[:pdf_url]
-    @pdf_data = params[:pdf_data]
-
-    # Allow users to specify their preferred PDF processing engine
-    # Options: 'mistral-ocr' ($2/1000 pages), 'pdf-text' (free), 'native' (input tokens)
-    pdf_engine = params[:pdf_engine] || "pdf-text"  # Default to free option
-
-    # Build the proper plugin format for OpenRouter PDF processing
-    pdf_plugin = {
-      id: "file-parser",
-      pdf: {
-        engine: pdf_engine
-      }
-    }
-
-    # Allow disabling plugins entirely for models with built-in support
-    options = params[:skip_plugin] ? { plugins: [] } : { plugins: [ pdf_plugin ] }
-
-    if @pdf_url
-      prompt(
-        message: [
-          { type: "text", text: params[:prompt_text] || "Analyze this PDF document and provide a summary." },
-          { type: "file", file: { file_name: "test.pdf", file_data: @pdf_url } }
-        ],
-        options: options,
-        output_schema: params[:output_schema]
-      )
-    elsif @pdf_data
-      prompt(
-        message: [
-          { type: "text", text: params[:prompt_text] || "Analyze this PDF document and provide a summary." },
-          { type: "file", file: { file_name: "test.pdf", file_data: "data:application/pdf;base64,#{@pdf_data}" } }
-        ],
-        options: options,
-        output_schema: params[:output_schema]
-      )
-    else
-      prompt(message: "No PDF provided")
-    end
-  end
-
-  private
-
-  def build_image_message
-    if @image_url
-      [
-        { type: "text", text: "Analyze this image and describe what you see. Return your response as a JSON object with description, objects array, scene_type, and primary_colors." },
-        { type: "image_url", image_url: { url: @image_url } }
-      ]
-    elsif @image_path
-      image_data = Base64.strict_encode64(File.read(@image_path))
-      mime_type = "image/jpeg"  # Simplified for testing
-      [
-        { type: "text", text: "Analyze this image and describe what you see. Return your response as a JSON object with description, objects array, scene_type, and primary_colors." },
-        { type: "image_url", image_url: { url: "data:#{mime_type};base64,#{image_data}" } }
-      ]
-    else
-      "No image provided"
-    end
-  end
-
-  def build_receipt_message
-    if @image_url
-      [
-        { type: "text", text: "Extract the receipt information from this image." },
-        { type: "image_url", image_url: { url: @image_url } }
-      ]
-    elsif @image_path
-      image_data = Base64.strict_encode64(File.read(@image_path))
-      mime_type = "image/png"  # For receipt images
-      [
-        { type: "text", text: "Extract the receipt information from this image." },
-        { type: "image_url", image_url: { url: "data:#{mime_type};base64,#{image_data}" } }
-      ]
-    else
-      "No receipt image provided"
-    end
-  end
-
-  def image_analysis_schema
-    {
-      name: "image_analysis",
-      strict: true,
-      schema: {
-        type: "object",
-        properties: {
-          description: {
-            type: "string",
-            description: "A detailed description of the image"
-          },
-          objects: {
-            type: "array",
-            items: {
-              type: "object",
-              properties: {
-                name: { type: "string" },
-                position: { type: "string" },
-                color: { type: "string" }
-              },
-              required: [ "name", "position", "color" ],
-              additionalProperties: false
-            }
-          },
-          scene_type: {
-            type: "string",
-            enum: [ "indoor", "outdoor", "abstract", "document", "photo", "illustration" ]
-          },
-          primary_colors: {
-            type: "array",
-            items: { type: "string" }
-          }
-        },
-        required: [ "description", "objects", "scene_type", "primary_colors" ],
-        additionalProperties: false
-      }
-    }
-  end
-
-  # region receipt_schema
-  def receipt_schema
-    {
-      name: "receipt_data",
-      strict: true,
-      schema: {
-        type: "object",
-        properties: {
-          merchant: {
-            type: "object",
-            properties: {
-              name: { type: "string" },
-              address: { type: "string" }
-            },
-            required: [ "name", "address" ],
-            additionalProperties: false
-          },
-          date: { type: "string" },
-          total: {
-            type: "object",
-            properties: {
-              amount: { type: "number" },
-              currency: { type: "string" }
-            },
-            required: [ "amount", "currency" ],
-            additionalProperties: false
-          },
-          items: {
-            type: "array",
-            items: {
-              type: "object",
-              properties: {
-                name: { type: "string" },
-                quantity: { type: "integer" },
-                price: { type: "number" }
-              },
-              required: [ "name", "price", "quantity" ],
-              additionalProperties: false
-            }
-          },
-          tax: { type: "number" },
-          subtotal: { type: "number" }
-        },
-        required: [ "merchant", "total", "items", "date", "tax", "subtotal" ],
-        additionalProperties: false
-      }
-    }
-  end
-  # endregion receipt_schema
-end
diff --git a/test/dummy/app/agents/overview/support_agent.rb b/test/dummy/app/agents/overview/support_agent.rb
new file mode 100644
index 00000000..58a7dde7
--- /dev/null
+++ b/test/dummy/app/agents/overview/support_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Overview
+  # Example agent for the overview documentation.
+  #
+  # Demonstrates the basic Rails MVC pattern applied to AI agents.
+  # Shows how agents act as controllers with actions that render views.
+  #
+  # @example Basic usage
+  #   response = SupportAgent.with(question: "How do I reset my password?").help.generate_now
+  #   response.message.content  #=> "To reset your password..."
+  # region overview_support_agent
+  class SupportAgent < ApplicationAgent
+    generate_with :openai, model: "gpt-4o-mini"
+
+    # @return [ActiveAgent::Generation]
+    def help
+      prompt
+    end
+  end
+  # endregion overview_support_agent
+end
diff --git a/test/dummy/app/agents/privacy_focused_agent.rb b/test/dummy/app/agents/privacy_focused_agent.rb
deleted file mode 100644
index 6d574a75..00000000
--- a/test/dummy/app/agents/privacy_focused_agent.rb
+++ /dev/null
@@ -1,55 +0,0 @@
-class PrivacyFocusedAgent < ApplicationAgent
-  # Configure OpenRouter with strict data privacy settings
-  # region privacy_agent_config
-  generate_with :open_router,
-    model: "openai/gpt-4o-mini",
-    data_collection: "deny",  # Prevent all providers from collecting data
-    enable_fallbacks: true,
-    fallback_models: [ "openai/gpt-3.5-turbo" ]
-  # endregion privacy_agent_config
-
-  # Process sensitive financial data without data collection
-  # region process_financial_data
-  def analyze_financial_data
-    @data = params[:financial_data]
-    @analysis_type = params[:analysis_type] || "summary"
-
-    prompt(
-      message: build_financial_message,
-      instructions: "You are analyzing sensitive financial data. Ensure privacy and confidentiality."
-    )
-  end
-  # endregion process_financial_data
-
-  # Process medical records with selective provider data collection
-  # region process_medical_records
-  def process_medical_records
-    # Only allow specific trusted providers to collect data
-    prompt(
-      message: "Analyze the following medical record: #{params[:record]}",
-      instructions: "Handle medical data with utmost privacy",
-      options: {
-        provider: {
-          data_collection: [ "OpenAI" ]  # Only OpenAI can collect this data
-        }
-      }
-    )
-  end
-  # endregion process_medical_records
-
-  private
-
-  def build_financial_message
-    <<~MESSAGE
-      Analyze the following financial data:
-      #{@data}
-
-      Analysis type: #{@analysis_type}
-
-      Please provide:
-      1. Key financial metrics
-      2. Risk assessment
-      3. Recommendations
-    MESSAGE
-  end
-end
diff --git a/test/dummy/app/agents/providers/anthropic_agent.rb b/test/dummy/app/agents/providers/anthropic_agent.rb
new file mode 100644
index 00000000..f9a53158
--- /dev/null
+++ b/test/dummy/app/agents/providers/anthropic_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Providers
+  # Example agent using Anthropic's Claude models.
+  #
+  # Demonstrates basic prompt generation with the Anthropic provider.
+  # Configured to use Claude Sonnet 4.5 with default instructions.
+  #
+  # @example Basic usage
+  #   response = Providers::AnthropicAgent.ask(message: "Hello").generate_now
+  #   response.message.content  #=> "Hi! How can I help you today?"
+  # region agent
+  class AnthropicAgent < ApplicationAgent
+    generate_with :anthropic, model: "claude-sonnet-4-5-20250929"
+
+    # @return [ActiveAgent::Generation]
+    def ask
+      prompt(message: params[:message])
+    end
+  end
+  # endregion agent
+end
diff --git a/test/dummy/app/agents/providers/mock_agent.rb b/test/dummy/app/agents/providers/mock_agent.rb
new file mode 100644
index 00000000..ee2ace72
--- /dev/null
+++ b/test/dummy/app/agents/providers/mock_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Providers
+  # Example agent using the mock provider for testing.
+  #
+  # Demonstrates basic prompt generation with the mock provider.
+  # Useful for testing without making actual API calls.
+  #
+  # @example Basic usage
+  #   response = Providers::MockAgent.ask(message: "Hello").generate_now
+  #   response.message.content  #=> "Mock response"
+  # region agent
+  class MockAgent < ApplicationAgent
+    generate_with :mock
+
+    # @return [ActiveAgent::Generation]
+    def ask
+      prompt(message: params[:message])
+    end
+  end
+  # endregion agent
+end
diff --git a/test/dummy/app/agents/providers/ollama_agent.rb b/test/dummy/app/agents/providers/ollama_agent.rb
new file mode 100644
index 00000000..22422551
--- /dev/null
+++ b/test/dummy/app/agents/providers/ollama_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Providers
+  # Example agent using locally-hosted Ollama models.
+  #
+  # Demonstrates basic prompt generation with the Ollama provider.
+  # Configured to use DeepSeek R1 with default instructions.
+  #
+  # @example Basic usage
+  #   response = Providers::OllamaAgent.ask(message: "Hello").generate_now
+  #   response.message.content  #=> "Hi! How can I help you today?"
+  # region agent
+  class OllamaAgent < ApplicationAgent
+    generate_with :ollama, model: "deepseek-r1:latest"
+
+    # @return [ActiveAgent::Generation]
+    def ask
+      prompt(message: params[:message])
+    end
+  end
+  # endregion agent
+end
diff --git a/test/dummy/app/agents/providers/open_ai_agent.rb b/test/dummy/app/agents/providers/open_ai_agent.rb
new file mode 100644
index 00000000..5fbbf8d1
--- /dev/null
+++ b/test/dummy/app/agents/providers/open_ai_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Providers
+  # Example agent using OpenAI's GPT models.
+  #
+  # Demonstrates basic prompt generation with the OpenAI provider.
+  # Configured to use GPT-4o-mini with default instructions.
+  #
+  # @example Basic usage
+  #   response = Providers::OpenAIAgent.ask(message: "Hello").generate_now
+  #   response.message.content  #=> "Hi! How can I help you today?"
+  # region agent
+  class OpenAIAgent < ApplicationAgent
+    generate_with :open_ai, model: "gpt-4o-mini"
+
+    # @return [ActiveAgent::Generation]
+    def ask
+      prompt(message: params[:message])
+    end
+  end
+  # endregion agent
+end
diff --git a/test/dummy/app/agents/providers/open_router_agent.rb b/test/dummy/app/agents/providers/open_router_agent.rb
new file mode 100644
index 00000000..b3acba32
--- /dev/null
+++ b/test/dummy/app/agents/providers/open_router_agent.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+module Providers
+  # Example agent using OpenRouter's model routing service.
+  #
+  # Demonstrates basic prompt generation with the OpenRouter provider.
+  # Configured to use Qwen 3 30B (free tier) with default instructions.
+  #
+  # @example Basic usage
+  #   response = Providers::OpenRouterAgent.ask(message: "Hello").generate_now
+  #   response.message.content  #=> "Hi! How can I help you today?"
+  # region agent
+  class OpenRouterAgent < ApplicationAgent
+    generate_with :open_router, model: "openrouter/auto"
+
+    # @return [ActiveAgent::Generation]
+    def ask
+      prompt(message: params[:message])
+    end
+  end
+  # endregion agent
+end
diff --git a/test/dummy/app/agents/research_agent.rb b/test/dummy/app/agents/research_agent.rb
deleted file mode 100644
index 24051f84..00000000
--- a/test/dummy/app/agents/research_agent.rb
+++ /dev/null
@@ -1,69 +0,0 @@
-class ResearchAgent < ApplicationAgent
-  include ResearchTools
-
-  # Configure the agent to use OpenAI with specific settings
-  generate_with :openai, model: "gpt-4o"
-
-  # Configure research tools at the class level
-  configure_research_tools(
-    enable_web_search: true,
-    mcp_servers: [ "arxiv", "github" ],
-    default_search_context: "high"
-  )
-
-  # Agent-specific action that uses both concern tools and custom logic
-  def comprehensive_research
-    @topic = params[:topic]
-    @depth = params[:depth] || "detailed"
-
-    # This action combines multiple tools
-    prompt(
-      message: "Conduct comprehensive research on: #{@topic}",
-      tools: build_comprehensive_tools
-    )
-  end
-
-  def literature_review
-    @topic = params[:topic]
-    @sources = params[:sources] || [ "arxiv", "pubmed" ]
-
-    # Use the concern's search_with_mcp_sources internally
-    mcp_tools = build_mcp_tools(@sources)
-
-    prompt(
-      message: "Conduct a literature review on: #{@topic}\nFocus on peer-reviewed sources from the last 5 years.",
-      tools: [
-        { type: "web_search_preview", search_context_size: "high" },
-        *mcp_tools
-      ]
-    )
-  end
-
-  private
-
-  def build_comprehensive_tools
-    tools = []
-
-    # Add web search for general information
-    tools << {
-      type: "web_search_preview",
-      search_context_size: @depth == "detailed" ? "high" : "medium"
-    }
-
-    # Add MCP servers from configuration
-    if research_tools_config[:mcp_servers]
-      tools.concat(build_mcp_tools(research_tools_config[:mcp_servers]))
-    end
-
-    # Add image generation for visualizations
-    if @depth == "detailed"
-      tools << {
-        type: "image_generation",
-        size: "1024x1024",
-        quality: "high"
-      }
-    end
-
-    tools
-  end
-end
diff --git a/test/dummy/app/agents/scoped_agents/translation_agent_with_custom_instructions_template.rb b/test/dummy/app/agents/scoped_agents/translation_agent_with_custom_instructions_template.rb
deleted file mode 100644
index f1161fe6..00000000
--- a/test/dummy/app/agents/scoped_agents/translation_agent_with_custom_instructions_template.rb
+++ /dev/null
@@ -1,23 +0,0 @@
-module ScopedAgents
-  class TranslationAgentWithCustomInstructionsTemplate < ApplicationAgent
-    generate_with :openai, instructions: {
-      template: :custom_instructions, locals: { from: "English", to: "French" }
-    }
-
-    before_action :add_custom_instructions
-
-    def translate
-      prompt
-    end
-
-    def translate_with_overridden_instructions
-      prompt(instructions: { template: :overridden_instructions })
-    end
-
-    private
-
-    def add_custom_instructions
-      @additional_instruction = "translation additional instruction"
-    end
-  end
-end
diff --git a/test/dummy/app/agents/scoped_agents/translation_agent_with_default_instructions_template.rb b/test/dummy/app/agents/scoped_agents/translation_agent_with_default_instructions_template.rb
deleted file mode 100644
index 3e3cbb0c..00000000
--- a/test/dummy/app/agents/scoped_agents/translation_agent_with_default_instructions_template.rb
+++ /dev/null
@@ -1,9 +0,0 @@
-module ScopedAgents
-  class TranslationAgentWithDefaultInstructionsTemplate < ApplicationAgent
-    generate_with :openai
-
-    def translate
-      prompt
-    end
-  end
-end
diff --git a/test/dummy/app/agents/scraping_agent.rb b/test/dummy/app/agents/scraping_agent.rb
deleted file mode 100644
index ff8de6fa..00000000
--- a/test/dummy/app/agents/scraping_agent.rb
+++ /dev/null
@@ -1,18 +0,0 @@
-class ScrapingAgent < ApplicationAgent
-  # `visit.json.erb`
-  # `visit.text.erb`
-  def visit
-    Rails.logger.info "Stubbing always successful navigation to #{params[:url]}"
-    @status = 200
-    prompt
-  end
-
-  # `read_current_page.json.erb`
-  # `read_current_page.text.erb`
-  def read_current_page
-    Rails.logger.info "Stubbing a read of Google homepage under maintenance (regardless of URL, for testing)"
-    @title = "Google"
-    @body = "Welcome to Google! Google is under maintenance until 13:15 UTC."
-    prompt
-  end
-end
diff --git a/test/dummy/app/agents/streaming_agent.rb b/test/dummy/app/agents/streaming_agent.rb
deleted file mode 100644
index c23220bd..00000000
--- a/test/dummy/app/agents/streaming_agent.rb
+++ /dev/null
@@ -1,23 +0,0 @@
-class StreamingAgent < ApplicationAgent
-  layout "agent"
-  generate_with :openai,
-    model: "gpt-4.1-nano",
-    instructions: "You're a chat agent. Your job is to help users with their questions.",
-    stream: true
-
-  on_stream :broadcast_message
-
-  private
-
-  def broadcast_message
-    response = generation_provider.response
-
-    message = params[:delta] ? stream_chunk.delta : response.message.content
-    # Broadcast the message to the specified channel
-    ActionCable.server.broadcast(
-      "#{response.message.generation_id}_messages",
-      partial: "streaming_agent/message",
-      locals: { message:, scroll_to: true }
-    )
-  end
-end
diff --git a/test/dummy/app/agents/support_agent.rb b/test/dummy/app/agents/support_agent.rb
deleted file mode 100644
index 50fda0f0..00000000
--- a/test/dummy/app/agents/support_agent.rb
+++ /dev/null
@@ -1,10 +0,0 @@
-class SupportAgent < ApplicationAgent
-  layout "agent"
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You're a support agent. Your job is to help users with their questions."
-
-  def get_cat_image
-    prompt(content_type: "image_url", context_id: params[:context_id]) do |format|
-      format.text { render plain: CatImageService.fetch_image_url }
-    end
-  end
-end
diff --git a/test/dummy/app/agents/translation_agent.rb b/test/dummy/app/agents/translation_agent.rb
deleted file mode 100644
index 3afb3926..00000000
--- a/test/dummy/app/agents/translation_agent.rb
+++ /dev/null
@@ -1,7 +0,0 @@
-class TranslationAgent < ApplicationAgent
-  generate_with :openai, instructions: "Translate the given text from one language to another."
-
-  def translate
-    prompt
-  end
-end
diff --git a/test/dummy/app/agents/travel_agent.rb b/test/dummy/app/agents/travel_agent.rb
deleted file mode 100644
index f8e5a69b..00000000
--- a/test/dummy/app/agents/travel_agent.rb
+++ /dev/null
@@ -1,31 +0,0 @@
-class TravelAgent < ApplicationAgent
-  MockUser = Data.define(:name) unless defined?(MockUser)
-  before_action :set_user
-
-  def search
-    @departure = params[:departure]
-    @destination = params[:destination]
-    @results = params[:results] || []
-    prompt(content_type: :html)
-  end
-
-  def book
-    @flight_id = params[:flight_id]
-    @passenger_name = params[:passenger_name]
-    @confirmation_number = params[:confirmation_number]
-    prompt(content_type: :text)
-  end
-
-  def confirm
-    @confirmation_number = params[:confirmation_number]
-    @passenger_name = params[:passenger_name]
-    @flight_details = params[:flight_details]
-    prompt(content_type: :text)
-  end
-
-  private
-
-  def set_user
-    @user = params[:user] || MockUser.new(name: "Guest")
-  end
-end
diff --git a/test/dummy/app/agents/weather_agent.rb b/test/dummy/app/agents/weather_agent.rb
deleted file mode 100644
index e197c709..00000000
--- a/test/dummy/app/agents/weather_agent.rb
+++ /dev/null
@@ -1,35 +0,0 @@
-class WeatherAgent < ApplicationAgent
-  generate_with :openai, model: "gpt-4o-mini", instructions: "You are a weather assistant. Use the available tools to provide weather information."
-
-  def get_temperature
-    # Simulate getting current temperature
-    temperature = 22.5 # Celsius
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: temperature.to_s }
-    end
-  end
-
-  def get_weather_report
-    prompt(content_type: "text/html") do |format|
-      format.html { render "weather_report" }
-    end
-  end
-
-  def convert_temperature
-    from_unit = params[:from] || "celsius"
-    to_unit = params[:to] || "fahrenheit"
-    value = params[:value].to_f
-
-    result = if from_unit.downcase == "celsius" && to_unit.downcase == "fahrenheit"
-      (value * 9/5) + 32
-    elsif from_unit.downcase == "fahrenheit" && to_unit.downcase == "celsius"
-      (value - 32) * 5/9
-    else
-      value
-    end
-
-    prompt(content_type: "text/plain") do |format|
-      format.text { render plain: result.round(2).to_s }
-    end
-  end
-end
diff --git a/test/dummy/app/agents/web_search_agent.rb b/test/dummy/app/agents/web_search_agent.rb
deleted file mode 100644
index 5a0307cc..00000000
--- a/test/dummy/app/agents/web_search_agent.rb
+++ /dev/null
@@ -1,84 +0,0 @@
-# Example agent demonstrating web search capabilities
-# Works with both Chat Completions API and Responses API
-class WebSearchAgent < ApplicationAgent
-  # For Chat API, use the search-preview models
-  # For Responses API, use regular models with web_search_preview tool
-  generate_with :openai, model: "gpt-4o"
-
-  # Action for searching current events using Chat API with web search model
-  def search_current_events
-    @query = params[:query]
-    @location = params[:location]
-
-    # When using gpt-4o-search-preview model, web search is automatic
-    prompt(
-      message: @query,
-      options: chat_api_search_options
-    )
-  end
-
-  # Action for searching with Responses API (more flexible)
-  def search_with_tools
-    @query = params[:query]
-    @context_size = params[:context_size] || "medium"
-
-    prompt(
-      message: @query,
-      options: {
-        use_responses_api: true,  # Force Responses API
-        tools: [
-          {
-            type: "web_search_preview",
-            search_context_size: @context_size
-          }
-        ]
-      }
-    )
-  end
-
-  # Action that combines web search with image generation (Responses API only)
-  def research_and_visualize
-    @topic = params[:topic]
-
-    prompt(
-      message: "Research #{@topic} and create a visualization",
-      options: {
-        model: "gpt-5",  # Responses API model
-        use_responses_api: true,
-        tools: [
-          { type: "web_search_preview", search_context_size: "high" },
-          { type: "image_generation", size: "1024x1024", quality: "high" }
-        ]
-      }
-    )
-  end
-
-  private
-
-  def chat_api_search_options
-    options = {
-      model: "gpt-4o-search-preview"  # Special model for Chat API web search
-    }
-
-    # Add web_search_options for Chat API
-    if @location
-      options[:web_search] = {
-        user_location: format_location(@location)
-      }
-    else
-      options[:web_search] = {}  # Enable web search with defaults
-    end
-
-    options
-  end
-
-  def format_location(location)
-    # Format location for API
-    {
-      country: location[:country] || "US",
-      city: location[:city],
-      region: location[:region],
-      timezone: location[:timezone]
-    }.compact
-  end
-end
diff --git a/test/dummy/app/controllers/concerns/.keep b/test/dummy/app/controllers/concerns/.keep
deleted file mode 100644
index e69de29b..00000000
diff --git a/test/dummy/app/controllers/messages_controller.rb b/test/dummy/app/controllers/messages_controller.rb
index f6364a0e..d8325f6d 100644
--- a/test/dummy/app/controllers/messages_controller.rb
+++ b/test/dummy/app/controllers/messages_controller.rb
@@ -3,7 +3,7 @@ def create
     @chat = Chat.find(params[:chat_id])
     @message = @chat.messages.create(message_params.merge(role: "user"))
 
-    SupportAgent.with(message: @message.content, context_id: @chat.id).prompt_context.generate_later
+    SupportAgent.prompt(message: @message.content, context_id: @chat.id).generate_later
 
     respond_to do |format|
       format.turbo_stream
diff --git a/test/dummy/app/models/concerns/.keep b/test/dummy/app/models/concerns/.keep
deleted file mode 100644
index e69de29b..00000000
diff --git a/test/dummy/app/models/current.rb b/test/dummy/app/models/current.rb
new file mode 100644
index 00000000..215b8025
--- /dev/null
+++ b/test/dummy/app/models/current.rb
@@ -0,0 +1,5 @@
+# frozen_string_literal: true
+
+class Current < ActiveSupport::CurrentAttributes
+  attribute :user
+end
diff --git a/test/dummy/app/views/agents/actions_examples_test/data_extraction/parse_resume.schema.json b/test/dummy/app/views/agents/actions_examples_test/data_extraction/parse_resume.schema.json
new file mode 100644
index 00000000..d9cef01c
--- /dev/null
+++ b/test/dummy/app/views/agents/actions_examples_test/data_extraction/parse_resume.schema.json
@@ -0,0 +1,26 @@
+{
+  "name": "resume_schema",
+  "strict": true,
+  "schema": {
+    "type": "object",
+    "properties": {
+      "name": { "type": "string" },
+      "email": { "type": "string" },
+      "experience": {
+        "type": "array",
+        "items": {
+          "type": "object",
+          "properties": {
+            "job_title": { "type": "string" },
+            "company": { "type": "string" },
+            "duration": { "type": "string" }
+          },
+          "required": ["job_title", "company", "duration"],
+          "additionalProperties": false
+        }
+      }
+    },
+    "required": ["name", "email", "experience"],
+    "additionalProperties": false
+  }
+}
diff --git a/test/dummy/app/views/application_agent/create_test_agent.text.erb b/test/dummy/app/views/agents/application/create_test_agent.text.erb
similarity index 100%
rename from test/dummy/app/views/application_agent/create_test_agent.text.erb
rename to test/dummy/app/views/agents/application/create_test_agent.text.erb
diff --git a/test/dummy/app/views/application_agent/instructions.text.erb b/test/dummy/app/views/agents/application/instructions.text.erb
similarity index 100%
rename from test/dummy/app/views/application_agent/instructions.text.erb
rename to test/dummy/app/views/agents/application/instructions.text.erb
diff --git a/test/dummy/app/views/browser_agent/click.json.jbuilder b/test/dummy/app/views/agents/browser/click.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/click.json.jbuilder
rename to test/dummy/app/views/agents/browser/click.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/click.text.erb b/test/dummy/app/views/agents/browser/click.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/click.text.erb
rename to test/dummy/app/views/agents/browser/click.text.erb
diff --git a/test/dummy/app/views/browser_agent/extract_links.json.jbuilder b/test/dummy/app/views/agents/browser/extract_links.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_links.json.jbuilder
rename to test/dummy/app/views/agents/browser/extract_links.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/extract_links.text.erb b/test/dummy/app/views/agents/browser/extract_links.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_links.text.erb
rename to test/dummy/app/views/agents/browser/extract_links.text.erb
diff --git a/test/dummy/app/views/browser_agent/extract_links_with_previews.json.jbuilder b/test/dummy/app/views/agents/browser/extract_links_with_previews.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_links_with_previews.json.jbuilder
rename to test/dummy/app/views/agents/browser/extract_links_with_previews.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/extract_links_with_previews.text.erb b/test/dummy/app/views/agents/browser/extract_links_with_previews.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_links_with_previews.text.erb
rename to test/dummy/app/views/agents/browser/extract_links_with_previews.text.erb
diff --git a/test/dummy/app/views/browser_agent/extract_main_content.json.jbuilder b/test/dummy/app/views/agents/browser/extract_main_content.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_main_content.json.jbuilder
rename to test/dummy/app/views/agents/browser/extract_main_content.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/extract_main_content.text.erb b/test/dummy/app/views/agents/browser/extract_main_content.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_main_content.text.erb
rename to test/dummy/app/views/agents/browser/extract_main_content.text.erb
diff --git a/test/dummy/app/views/browser_agent/extract_text.json.jbuilder b/test/dummy/app/views/agents/browser/extract_text.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_text.json.jbuilder
rename to test/dummy/app/views/agents/browser/extract_text.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/extract_text.text.erb b/test/dummy/app/views/agents/browser/extract_text.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/extract_text.text.erb
rename to test/dummy/app/views/agents/browser/extract_text.text.erb
diff --git a/test/dummy/app/views/browser_agent/fill_form.json.jbuilder b/test/dummy/app/views/agents/browser/fill_form.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/fill_form.json.jbuilder
rename to test/dummy/app/views/agents/browser/fill_form.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/fill_form.text.erb b/test/dummy/app/views/agents/browser/fill_form.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/fill_form.text.erb
rename to test/dummy/app/views/agents/browser/fill_form.text.erb
diff --git a/test/dummy/app/views/browser_agent/follow_link.json.jbuilder b/test/dummy/app/views/agents/browser/follow_link.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/follow_link.json.jbuilder
rename to test/dummy/app/views/agents/browser/follow_link.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/follow_link.text.erb b/test/dummy/app/views/agents/browser/follow_link.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/follow_link.text.erb
rename to test/dummy/app/views/agents/browser/follow_link.text.erb
diff --git a/test/dummy/app/views/browser_agent/go_back.json.jbuilder b/test/dummy/app/views/agents/browser/go_back.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/go_back.json.jbuilder
rename to test/dummy/app/views/agents/browser/go_back.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/go_back.text.erb b/test/dummy/app/views/agents/browser/go_back.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/go_back.text.erb
rename to test/dummy/app/views/agents/browser/go_back.text.erb
diff --git a/test/dummy/app/views/browser_agent/instructions.text.erb b/test/dummy/app/views/agents/browser/instructions.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/instructions.text.erb
rename to test/dummy/app/views/agents/browser/instructions.text.erb
diff --git a/test/dummy/app/views/browser_agent/navigate.json.jbuilder b/test/dummy/app/views/agents/browser/navigate.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/navigate.json.jbuilder
rename to test/dummy/app/views/agents/browser/navigate.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/navigate.text.erb b/test/dummy/app/views/agents/browser/navigate.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/navigate.text.erb
rename to test/dummy/app/views/agents/browser/navigate.text.erb
diff --git a/test/dummy/app/views/browser_agent/page_info.json.jbuilder b/test/dummy/app/views/agents/browser/page_info.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/page_info.json.jbuilder
rename to test/dummy/app/views/agents/browser/page_info.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/page_info.text.erb b/test/dummy/app/views/agents/browser/page_info.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/page_info.text.erb
rename to test/dummy/app/views/agents/browser/page_info.text.erb
diff --git a/test/dummy/app/views/browser_agent/screenshot.json.jbuilder b/test/dummy/app/views/agents/browser/screenshot.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/browser_agent/screenshot.json.jbuilder
rename to test/dummy/app/views/agents/browser/screenshot.json.jbuilder
diff --git a/test/dummy/app/views/browser_agent/screenshot.text.erb b/test/dummy/app/views/agents/browser/screenshot.text.erb
similarity index 100%
rename from test/dummy/app/views/browser_agent/screenshot.text.erb
rename to test/dummy/app/views/agents/browser/screenshot.text.erb
diff --git a/test/dummy/app/views/data_extraction_agent/chart_schema.json.erb b/test/dummy/app/views/agents/data_extraction/chart_schema.json.erb
similarity index 100%
rename from test/dummy/app/views/data_extraction_agent/chart_schema.json.erb
rename to test/dummy/app/views/agents/data_extraction/chart_schema.json.erb
diff --git a/test/dummy/app/views/data_extraction_agent/resume_schema.json.erb b/test/dummy/app/views/agents/data_extraction/resume_schema.json.erb
similarity index 100%
rename from test/dummy/app/views/data_extraction_agent/resume_schema.json.erb
rename to test/dummy/app/views/agents/data_extraction/resume_schema.json.erb
diff --git a/test/dummy/app/views/agents/docs/actions/structured_output_examples/data_extraction/parse_resume.schema.json b/test/dummy/app/views/agents/docs/actions/structured_output_examples/data_extraction/parse_resume.schema.json
new file mode 100644
index 00000000..d9cef01c
--- /dev/null
+++ b/test/dummy/app/views/agents/docs/actions/structured_output_examples/data_extraction/parse_resume.schema.json
@@ -0,0 +1,26 @@
+{
+  "name": "resume_schema",
+  "strict": true,
+  "schema": {
+    "type": "object",
+    "properties": {
+      "name": { "type": "string" },
+      "email": { "type": "string" },
+      "experience": {
+        "type": "array",
+        "items": {
+          "type": "object",
+          "properties": {
+            "job_title": { "type": "string" },
+            "company": { "type": "string" },
+            "duration": { "type": "string" }
+          },
+          "required": ["job_title", "company", "duration"],
+          "additionalProperties": false
+        }
+      }
+    },
+    "required": ["name", "email", "experience"],
+    "additionalProperties": false
+  }
+}
diff --git a/test/dummy/app/views/agents/docs/actions/structured_output_examples/document/invoice_schema.json b/test/dummy/app/views/agents/docs/actions/structured_output_examples/document/invoice_schema.json
new file mode 100644
index 00000000..51219d41
--- /dev/null
+++ b/test/dummy/app/views/agents/docs/actions/structured_output_examples/document/invoice_schema.json
@@ -0,0 +1,52 @@
+{
+  "name": "invoice_schema",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "invoice_number": {
+        "type": "string",
+        "description": "The invoice number."
+      },
+      "date": {
+        "type": "string",
+        "format": "date",
+        "description": "The invoice date."
+      },
+      "bill_to": {
+        "type": "string",
+        "description": "The name of the customer or company being billed."
+      },
+      "items": {
+        "type": "array",
+        "items": {
+          "$ref": "#/$defs/line_item"
+        },
+        "description": "List of line items in the invoice."
+      },
+      "total": {
+        "type": "number",
+        "description": "The total amount of the invoice."
+      }
+    },
+    "required": ["invoice_number", "date", "bill_to", "items", "total"],
+    "additionalProperties": false,
+    "$defs": {
+      "line_item": {
+        "type": "object",
+        "properties": {
+          "description": {
+            "type": "string",
+            "description": "Description of the item or service."
+          },
+          "amount": {
+            "type": "number",
+            "description": "The amount for this line item."
+          }
+        },
+        "required": ["description", "amount"],
+        "additionalProperties": false
+      }
+    }
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/docs/actions/structured_output_examples/inline_schema/colors.schema.json b/test/dummy/app/views/agents/docs/actions/structured_output_examples/inline_schema/colors.schema.json
new file mode 100644
index 00000000..24a02ee9
--- /dev/null
+++ b/test/dummy/app/views/agents/docs/actions/structured_output_examples/inline_schema/colors.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "resume_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/framework_examples_test/quick_example_test/support/instructions.md.erb b/test/dummy/app/views/agents/framework_examples_test/quick_example_test/support/instructions.md.erb
new file mode 100644
index 00000000..4739c52d
--- /dev/null
+++ b/test/dummy/app/views/agents/framework_examples_test/quick_example_test/support/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful support agent.
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/instructions_test/auto_template/instructions.text.erb b/test/dummy/app/views/agents/integration/anthropic/common_format/instructions_test/auto_template/instructions.text.erb
new file mode 100644
index 00000000..6888557c
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/instructions_test/auto_template/instructions.text.erb
@@ -0,0 +1 @@
+Default auto-loaded instructions for testing.
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_default.text.erb b/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_default.text.erb
new file mode 100644
index 00000000..82c0cae9
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_default.text.erb
@@ -0,0 +1 @@
+What is the capital of France?
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_with_locals.text.erb b/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_with_locals.text.erb
new file mode 100644
index 00000000..3e17c654
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/messages_test/test/templates_with_locals.text.erb
@@ -0,0 +1 @@
+Tell me about <%= country %> and its capital city <%= capital %>.
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/other.schema.json b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/other.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/other.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit.schema.json b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/anthropic/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_default.md b/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_default.md
new file mode 100644
index 00000000..82c0cae9
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_default.md
@@ -0,0 +1 @@
+What is the capital of France?
diff --git a/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_with_locals.md b/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_with_locals.md
new file mode 100644
index 00000000..3e17c654
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/mock/common_format/messages_test/test/templates_with_locals.md
@@ -0,0 +1 @@
+Tell me about <%= country %> and its capital city <%= capital %>.
diff --git a/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_default.text.erb b/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_default.text.erb
new file mode 100644
index 00000000..84102df4
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_default.text.erb
@@ -0,0 +1 @@
+The quick brown fox jumps over the lazy dog
diff --git a/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_with_locals.text.erb b/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_with_locals.text.erb
new file mode 100644
index 00000000..7bf9c700
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/mock/embedding/common_format_test/test/templates_with_locals.text.erb
@@ -0,0 +1 @@
+Learning <%= topic %> <%= subject %> is fun and rewarding
diff --git a/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_default.text.erb b/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_default.text.erb
new file mode 100644
index 00000000..84102df4
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_default.text.erb
@@ -0,0 +1 @@
+The quick brown fox jumps over the lazy dog
diff --git a/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_with_locals.text.erb b/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_with_locals.text.erb
new file mode 100644
index 00000000..7bf9c700
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/ollama/embedding/common_format_test/test/templates_with_locals.text.erb
@@ -0,0 +1 @@
+Learning <%= topic %> <%= subject %> is fun and rewarding
diff --git a/test/dummy/app/views/agents/integration/open_ai/chat/common_format/instructions_test/auto_template/instructions.text.erb b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/instructions_test/auto_template/instructions.text.erb
new file mode 100644
index 00000000..6888557c
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/instructions_test/auto_template/instructions.text.erb
@@ -0,0 +1 @@
+Default auto-loaded instructions for testing.
diff --git a/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/other.schema.json b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/other.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/other.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit.schema.json b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/chat/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_default.text.erb b/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_default.text.erb
new file mode 100644
index 00000000..84102df4
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_default.text.erb
@@ -0,0 +1 @@
+The quick brown fox jumps over the lazy dog
diff --git a/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_with_locals.text.erb b/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_with_locals.text.erb
new file mode 100644
index 00000000..7bf9c700
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/embedding/common_format_test/test/templates_with_locals.text.erb
@@ -0,0 +1 @@
+Learning <%= topic %> <%= subject %> is fun and rewarding
diff --git a/test/dummy/app/views/agents/integration/open_ai/responses/common_format/instructions_test/auto_template/instructions.text.erb b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/instructions_test/auto_template/instructions.text.erb
new file mode 100644
index 00000000..6888557c
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/instructions_test/auto_template/instructions.text.erb
@@ -0,0 +1 @@
+Default auto-loaded instructions for testing.
diff --git a/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/other.schema.json b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/other.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/other.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit.schema.json b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_ai/responses/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_router/common_format/instructions_test/auto_template/instructions.text.erb b/test/dummy/app/views/agents/integration/open_router/common_format/instructions_test/auto_template/instructions.text.erb
new file mode 100644
index 00000000..6888557c
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_router/common_format/instructions_test/auto_template/instructions.text.erb
@@ -0,0 +1 @@
+Default auto-loaded instructions for testing.
diff --git a/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/other.schema.json b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/other.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/other.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit.schema.json b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
new file mode 100644
index 00000000..a0b9a0ff
--- /dev/null
+++ b/test/dummy/app/views/agents/integration/open_router/common_format/response_format_test/test/response_json_schema_implicit_bare.schema.json
@@ -0,0 +1,17 @@
+{
+  "name": "primary_colors",
+  "schema": {
+    "type": "object",
+    "properties": {
+      "colors": {
+        "type": "array",
+        "items": {
+          "type": "string"
+        }
+      }
+    },
+    "required": ["colors"],
+    "additionalProperties": false
+  },
+  "strict": true
+}
diff --git a/test/dummy/app/views/research_agent/search_academic_papers.json.jbuilder b/test/dummy/app/views/agents/research/search_academic_papers.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/research_agent/search_academic_papers.json.jbuilder
rename to test/dummy/app/views/agents/research/search_academic_papers.json.jbuilder
diff --git a/test/dummy/app/views/support_agent/custom_prompt_context.text.erb b/test/dummy/app/views/agents/support/custom_prompt_context.text.erb
similarity index 100%
rename from test/dummy/app/views/support_agent/custom_prompt_context.text.erb
rename to test/dummy/app/views/agents/support/custom_prompt_context.text.erb
diff --git a/test/dummy/app/views/support_agent/get_cat_image.json.erb b/test/dummy/app/views/agents/support/get_cat_image.json.erb
similarity index 100%
rename from test/dummy/app/views/support_agent/get_cat_image.json.erb
rename to test/dummy/app/views/agents/support/get_cat_image.json.erb
diff --git a/test/dummy/app/views/support_agent/get_cat_image.text.erb b/test/dummy/app/views/agents/support/get_cat_image.text.erb
similarity index 100%
rename from test/dummy/app/views/support_agent/get_cat_image.text.erb
rename to test/dummy/app/views/agents/support/get_cat_image.text.erb
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/translate.json.jbuilder b/test/dummy/app/views/agents/translation/translate.json.jbuilder
similarity index 100%
rename from test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/translate.json.jbuilder
rename to test/dummy/app/views/agents/translation/translate.json.jbuilder
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/translate.text.erb b/test/dummy/app/views/agents/translation/translate.text.erb
similarity index 100%
rename from test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/translate.text.erb
rename to test/dummy/app/views/agents/translation/translate.text.erb
diff --git a/test/dummy/app/views/agents/view_test/test_instructions_markdown/instructions.md b/test/dummy/app/views/agents/view_test/test_instructions_markdown/instructions.md
new file mode 100644
index 00000000..64e0dbc6
--- /dev/null
+++ b/test/dummy/app/views/agents/view_test/test_instructions_markdown/instructions.md
@@ -0,0 +1 @@
+You are a helpful assistant.
diff --git a/test/dummy/app/views/agents/view_test/test_instructions_text/instructions.text b/test/dummy/app/views/agents/view_test/test_instructions_text/instructions.text
new file mode 100644
index 00000000..64e0dbc6
--- /dev/null
+++ b/test/dummy/app/views/agents/view_test/test_instructions_text/instructions.text
@@ -0,0 +1 @@
+You are a helpful assistant.
diff --git a/test/dummy/app/views/calculator_agent/add.json.jbuilder b/test/dummy/app/views/calculator_agent/add.json.jbuilder
deleted file mode 100644
index 20a726f4..00000000
--- a/test/dummy/app/views/calculator_agent/add.json.jbuilder
+++ /dev/null
@@ -1,16 +0,0 @@
-json.name action_name
-json.description "Add two numbers together"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.a do
-      json.type "number"
-      json.description "First number"
-    end
-    json.b do
-      json.type "number"
-      json.description "Second number"
-    end
-  end
-  json.required [ "a", "b" ]
-end
diff --git a/test/dummy/app/views/calculator_agent/calculate_area.json.jbuilder b/test/dummy/app/views/calculator_agent/calculate_area.json.jbuilder
deleted file mode 100644
index 4d24e8ad..00000000
--- a/test/dummy/app/views/calculator_agent/calculate_area.json.jbuilder
+++ /dev/null
@@ -1,16 +0,0 @@
-json.name action_name
-json.description "Calculate the area of a rectangle"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.width do
-      json.type "number"
-      json.description "Width of the rectangle"
-    end
-    json.height do
-      json.type "number"
-      json.description "Height of the rectangle"
-    end
-  end
-  json.required [ "width", "height" ]
-end
diff --git a/test/dummy/app/views/calculator_agent/divide.json.jbuilder b/test/dummy/app/views/calculator_agent/divide.json.jbuilder
deleted file mode 100644
index b40b8dbc..00000000
--- a/test/dummy/app/views/calculator_agent/divide.json.jbuilder
+++ /dev/null
@@ -1,16 +0,0 @@
-json.name action_name
-json.description "Divide one number by another"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.a do
-      json.type "number"
-      json.description "Dividend (number to be divided)"
-    end
-    json.b do
-      json.type "number"
-      json.description "Divisor (number to divide by)"
-    end
-  end
-  json.required [ "a", "b" ]
-end
diff --git a/test/dummy/app/views/calculator_agent/multiply.json.jbuilder b/test/dummy/app/views/calculator_agent/multiply.json.jbuilder
deleted file mode 100644
index 4022b91e..00000000
--- a/test/dummy/app/views/calculator_agent/multiply.json.jbuilder
+++ /dev/null
@@ -1,16 +0,0 @@
-json.name action_name
-json.description "Multiply two numbers"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.a do
-      json.type "number"
-      json.description "First number"
-    end
-    json.b do
-      json.type "number"
-      json.description "Second number"
-    end
-  end
-  json.required [ "a", "b" ]
-end
diff --git a/test/dummy/app/views/calculator_agent/subtract.json.jbuilder b/test/dummy/app/views/calculator_agent/subtract.json.jbuilder
deleted file mode 100644
index 768fd8c3..00000000
--- a/test/dummy/app/views/calculator_agent/subtract.json.jbuilder
+++ /dev/null
@@ -1,16 +0,0 @@
-json.name action_name
-json.description "Subtract one number from another"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.a do
-      json.type "number"
-      json.description "Number to subtract from"
-    end
-    json.b do
-      json.type "number"
-      json.description "Number to subtract"
-    end
-  end
-  json.required [ "a", "b" ]
-end
diff --git a/test/dummy/app/views/docs/agents/instructions/custom_template/agent/custom_instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/custom_template/agent/custom_instructions.md.erb
new file mode 100644
index 00000000..172a1cac
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/custom_template/agent/custom_instructions.md.erb
@@ -0,0 +1 @@
+Translate text from <%= from %> to <%= to %>.
diff --git a/test/dummy/app/views/docs/agents/instructions/default_template/agent/instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/default_template/agent/instructions.md.erb
new file mode 100644
index 00000000..64e0dbc6
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/default_template/agent/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful assistant.
diff --git a/test/dummy/app/views/docs/agents/instructions/template_binding_at/agent/instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/template_binding_at/agent/instructions.md.erb
new file mode 100644
index 00000000..0cb8016a
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/template_binding_at/agent/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful assistant named <%= @name %>
diff --git a/test/dummy/app/views/docs/agents/instructions/template_binding_controller/agent/instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/template_binding_controller/agent/instructions.md.erb
new file mode 100644
index 00000000..ae392292
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/template_binding_controller/agent/instructions.md.erb
@@ -0,0 +1,3 @@
+<% controller.action_methods.each do |action| %>
+- <%= action %>
+<% end %>
diff --git a/test/dummy/app/views/docs/agents/instructions/template_binding_locals/agent/instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/template_binding_locals/agent/instructions.md.erb
new file mode 100644
index 00000000..e1cd7317
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/template_binding_locals/agent/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful assistant named <%= name %>
diff --git a/test/dummy/app/views/docs/agents/instructions/template_binding_params/agent/instructions.md.erb b/test/dummy/app/views/docs/agents/instructions/template_binding_params/agent/instructions.md.erb
new file mode 100644
index 00000000..ca77a813
--- /dev/null
+++ b/test/dummy/app/views/docs/agents/instructions/template_binding_params/agent/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful assistant named <%= params[:name] %>
diff --git a/test/dummy/app/views/open_router_integration_agent/instructions.text.erb b/test/dummy/app/views/open_router_integration_agent/instructions.text.erb
deleted file mode 100644
index 136713d7..00000000
--- a/test/dummy/app/views/open_router_integration_agent/instructions.text.erb
+++ /dev/null
@@ -1,11 +0,0 @@
-You are an advanced AI assistant with vision and structured output capabilities.
-
-When analyzing images:
-- Be detailed and accurate
-- Identify all visible objects
-- Note colors, positions, and relationships
-- Follow the exact schema provided
-
-When processing text:
-- Be concise and clear
-- Follow the specified format exactly
\ No newline at end of file
diff --git a/test/dummy/app/views/open_router_integration_agent/process_long_text.text.erb b/test/dummy/app/views/open_router_integration_agent/process_long_text.text.erb
deleted file mode 100644
index 75d4b1f0..00000000
--- a/test/dummy/app/views/open_router_integration_agent/process_long_text.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-Process the provided text.
\ No newline at end of file
diff --git a/test/dummy/app/views/open_router_integration_agent/resume_schema.json.erb b/test/dummy/app/views/open_router_integration_agent/resume_schema.json.erb
deleted file mode 100644
index e5d34ab0..00000000
--- a/test/dummy/app/views/open_router_integration_agent/resume_schema.json.erb
+++ /dev/null
@@ -1,76 +0,0 @@
-{
-  "name": "resume_schema",
-  "schema": {
-    "type": "object",
-    "properties": {
-      "name": {
-        "type": "string",
-        "description": "The full name of the individual."
-      },
-      "email": {
-        "type": "string",
-        "format": "email",
-        "description": "The email address of the individual."
-      },
-      "phone": {
-        "type": "string",
-        "description": "The phone number of the individual."
-      },
-      "education": {
-        "type": "array",
-        "items": {
-          "$ref": "#/$defs/education"
-        }
-      },
-      "experience": {
-        "type": "array",
-        "items": {
-          "$ref": "#/$defs/experience"
-        }
-      }
-    },
-    "required": ["name", "email", "phone", "education", "experience"],
-    "additionalProperties": false,
-    "$defs": {
-      "education": {
-        "type": "object",
-        "properties": {
-          "degree": {
-            "type": "string",
-            "description": "The degree obtained."
-          },
-          "institution": {
-            "type": "string",
-            "description": "The institution where the degree was obtained."
-          },
-          "year": {
-            "type": "integer",
-            "description": "The year of graduation."
-          }
-        },
-        "required": ["degree", "institution", "year"],
-        "additionalProperties": false
-      },
-      "experience": {
-        "type": "object",
-        "properties": {
-          "job_title": {
-            "type": "string",
-            "description": "The job title held."
-          },
-          "company": {
-            "type": "string",
-            "description": "The company where the individual worked."
-          },
-          "duration": {
-            "type": "string",
-            "description": "The duration of employment."
-          }
-        },
-        "required": ["job_title", "company", "duration"],
-        "additionalProperties": false
-      }
-    }
-  },
-  "strict": true
-}
\ No newline at end of file
diff --git a/test/dummy/app/views/open_router_integration_agent/test_fallback.text.erb b/test/dummy/app/views/open_router_integration_agent/test_fallback.text.erb
deleted file mode 100644
index 041763b2..00000000
--- a/test/dummy/app/views/open_router_integration_agent/test_fallback.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-Process this request.
\ No newline at end of file
diff --git a/test/dummy/app/views/overview/agents/support/help.text.erb b/test/dummy/app/views/overview/agents/support/help.text.erb
new file mode 100644
index 00000000..3911a009
--- /dev/null
+++ b/test/dummy/app/views/overview/agents/support/help.text.erb
@@ -0,0 +1,3 @@
+You are a helpful support agent. Answer this question:
+
+<%= params[:question] %>
diff --git a/test/dummy/app/views/providers/agents/anthropic/instructions.md.erb b/test/dummy/app/views/providers/agents/anthropic/instructions.md.erb
new file mode 100644
index 00000000..38281f7f
--- /dev/null
+++ b/test/dummy/app/views/providers/agents/anthropic/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful AI assistant.
diff --git a/test/dummy/app/views/providers/agents/mock/instructions.md.erb b/test/dummy/app/views/providers/agents/mock/instructions.md.erb
new file mode 100644
index 00000000..38281f7f
--- /dev/null
+++ b/test/dummy/app/views/providers/agents/mock/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful AI assistant.
diff --git a/test/dummy/app/views/providers/agents/ollama/instructions.md.erb b/test/dummy/app/views/providers/agents/ollama/instructions.md.erb
new file mode 100644
index 00000000..38281f7f
--- /dev/null
+++ b/test/dummy/app/views/providers/agents/ollama/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful AI assistant.
diff --git a/test/dummy/app/views/providers/agents/open_ai/instructions.md.erb b/test/dummy/app/views/providers/agents/open_ai/instructions.md.erb
new file mode 100644
index 00000000..38281f7f
--- /dev/null
+++ b/test/dummy/app/views/providers/agents/open_ai/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful AI assistant.
diff --git a/test/dummy/app/views/providers/agents/open_router/instructions.md.erb b/test/dummy/app/views/providers/agents/open_router/instructions.md.erb
new file mode 100644
index 00000000..38281f7f
--- /dev/null
+++ b/test/dummy/app/views/providers/agents/open_router/instructions.md.erb
@@ -0,0 +1 @@
+You are a helpful AI assistant.
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/custom_instructions.text.erb b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/custom_instructions.text.erb
deleted file mode 100644
index 0e44757f..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/custom_instructions.text.erb
+++ /dev/null
@@ -1,4 +0,0 @@
-# Custom Instructions
-
-<%= @additional_instruction %>
-Translate the given text from <%= from %> to <%= to %>.
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/overridden_instructions.text.erb b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/overridden_instructions.text.erb
deleted file mode 100644
index 7a38e4e1..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/overridden_instructions.text.erb
+++ /dev/null
@@ -1,3 +0,0 @@
-# Overridden Instructions
-
-Translate the given text from one language to another.
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.json.jbuilder b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.json.jbuilder
deleted file mode 100644
index ce8ee4a5..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.json.jbuilder
+++ /dev/null
@@ -1,14 +0,0 @@
-json.type :function
-json.function do
-  json.name action_name
-  json.description "This action accepts a 'message' parameter in English and returns its translation in French."
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.message do
-        json.type :string
-        json.description "The text to be translated."
-      end
-    end
-  end
-end
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.text.erb b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.text.erb
deleted file mode 100644
index 3e3b247e..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-translate: <%= params[:message] %>; to French
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.json.jbuilder b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.json.jbuilder
deleted file mode 100644
index 9c4ead9f..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.json.jbuilder
+++ /dev/null
@@ -1,18 +0,0 @@
-json.type :function
-json.function do
-  json.name action_name
-  json.description "This action takes params locale and message and returns a translated message."
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.locale do
-        json.type :string
-        json.description "The target language for translation."
-      end
-      json.message do
-        json.type :string
-        json.description "The text to be translated."
-      end
-    end
-  end
-end
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.text.erb b/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.text.erb
deleted file mode 100644
index 8dcc6695..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_custom_instructions_template/translate_with_overridden_instructions.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-translate: <%= params[:message] %>; to <%= params[:locale] %>
\ No newline at end of file
diff --git a/test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/instructions.text.erb b/test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/instructions.text.erb
deleted file mode 100644
index dfea19af..00000000
--- a/test/dummy/app/views/scoped_agents/translation_agent_with_default_instructions_template/instructions.text.erb
+++ /dev/null
@@ -1,3 +0,0 @@
-# Default Instructions
-
-Translate the given text from <%= params[:source_language].presence || "one" %> language to another.
diff --git a/test/dummy/app/views/scraping_agent/instructions.text.erb b/test/dummy/app/views/scraping_agent/instructions.text.erb
deleted file mode 100644
index 0744189c..00000000
--- a/test/dummy/app/views/scraping_agent/instructions.text.erb
+++ /dev/null
@@ -1,2 +0,0 @@
-You are a scraping agent. You have a stateful browser attached to you.
-Your goal is to extract ONLY user requested data by using the provided actions.
\ No newline at end of file
diff --git a/test/dummy/app/views/scraping_agent/read_current_page.json.erb b/test/dummy/app/views/scraping_agent/read_current_page.json.erb
deleted file mode 100644
index 2c9f7490..00000000
--- a/test/dummy/app/views/scraping_agent/read_current_page.json.erb
+++ /dev/null
@@ -1,15 +0,0 @@
-<%= {
-    type: :function,
-    function: {
-      name: action_name,
-      description: "This action takes no parameters and returns a string with the current page contents",
-      parameters: {
-        type: "object",
-        properties: {},
-      },
-      returns: {
-        type: "string",
-        description: "A textual representation of the current page contents"
-      }
-    }
-  }.to_json.html_safe %>
\ No newline at end of file
diff --git a/test/dummy/app/views/scraping_agent/read_current_page.text.erb b/test/dummy/app/views/scraping_agent/read_current_page.text.erb
deleted file mode 100644
index bb92c325..00000000
--- a/test/dummy/app/views/scraping_agent/read_current_page.text.erb
+++ /dev/null
@@ -1,2 +0,0 @@
-Title: <%= @title %>
-Body: <%= @body %>
\ No newline at end of file
diff --git a/test/dummy/app/views/scraping_agent/visit.json.erb b/test/dummy/app/views/scraping_agent/visit.json.erb
deleted file mode 100644
index 19ed1329..00000000
--- a/test/dummy/app/views/scraping_agent/visit.json.erb
+++ /dev/null
@@ -1,21 +0,0 @@
-<%= {
-    type: :function,
-    function: {
-      name: action_name,
-      description: "Navigates the browser to the provided URL",
-      parameters: {
-        type: :object,
-        properties: {
-          url: {
-            type: :string,
-            description: "The url to visit"
-          }
-        },
-        required: ["url"]
-      },
-      returns: {
-        type: "string",
-        description: "The status of the response"
-      },
-    }
-  }.to_json.html_safe %>
\ No newline at end of file
diff --git a/test/dummy/app/views/scraping_agent/visit.text.erb b/test/dummy/app/views/scraping_agent/visit.text.erb
deleted file mode 100644
index 8fd1e729..00000000
--- a/test/dummy/app/views/scraping_agent/visit.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-Navigation resulted in <%= @status %> status code.
\ No newline at end of file
diff --git a/test/dummy/app/views/streaming_agent/_message.html.erb b/test/dummy/app/views/streaming_agent/_message.html.erb
deleted file mode 100644
index a6ab9862..00000000
--- a/test/dummy/app/views/streaming_agent/_message.html.erb
+++ /dev/null
@@ -1,33 +0,0 @@
-<div id="<%= dom_id(message) %>_messages">
-  <% if message.user? %>
-    <div class="p-4 m-8 text-white rounded-lg bg-sky-400">
-      <% if message.content.length > 5000 %>
-        <%= image_tag message.content.to_s %>
-      <% else %>
-        <%= message.content %>
-      <% end %>
-    </div>
-  <% elsif message.tool? %>    
-    <div class="p-4 m-8 bg-green-200 rounded-lg">
-      <% if message.content.length > 5000 %>
-        <%= image_tag message.content.to_s %>
-      <% else %>
-        <%= message.content %>
-      <% end %>
-    </div>
-  <% elsif message.assistant? && message.content.length > 0 %>
-    <div class="p-4 m-8 bg-gray-200 rounded-lg">
-      <% if message.content.length > 5000 %>
-        <%= image_tag message.content.to_s %>
-      <% else %>
-        <%= message.content %>
-      <% end %>
-      <div class="mt-2">
-        <%= button_to "Translate", translations_path, params: { message_id: message.id }, 
-            method: :post, 
-            class: "px-3 py-1 text-sm bg-blue-500 text-white rounded hover:bg-blue-600",
-            remote: true %>
-      </div>
-    </div>
-  <% end %>
-</div>
\ No newline at end of file
diff --git a/test/dummy/app/views/translation_agent/translate.json.jbuilder b/test/dummy/app/views/translation_agent/translate.json.jbuilder
deleted file mode 100644
index 9c4ead9f..00000000
--- a/test/dummy/app/views/translation_agent/translate.json.jbuilder
+++ /dev/null
@@ -1,18 +0,0 @@
-json.type :function
-json.function do
-  json.name action_name
-  json.description "This action takes params locale and message and returns a translated message."
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.locale do
-        json.type :string
-        json.description "The target language for translation."
-      end
-      json.message do
-        json.type :string
-        json.description "The text to be translated."
-      end
-    end
-  end
-end
diff --git a/test/dummy/app/views/translation_agent/translate.text.erb b/test/dummy/app/views/translation_agent/translate.text.erb
deleted file mode 100644
index 8dcc6695..00000000
--- a/test/dummy/app/views/translation_agent/translate.text.erb
+++ /dev/null
@@ -1 +0,0 @@
-translate: <%= params[:message] %>; to <%= params[:locale] %>
\ No newline at end of file
diff --git a/test/dummy/app/views/travel_agent/book.json.jbuilder b/test/dummy/app/views/travel_agent/book.json.jbuilder
deleted file mode 100644
index 176648ba..00000000
--- a/test/dummy/app/views/travel_agent/book.json.jbuilder
+++ /dev/null
@@ -1,29 +0,0 @@
-json.type :function
-json.function do
-  json.name "book"
-  json.description "Book a specific flight"
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.params do
-        json.type :object
-        json.properties do
-          json.flight_id do
-            json.type :string
-            json.description "The flight identifier to book"
-          end
-          json.passenger_name do
-            json.type :string
-            json.description "Name of the passenger"
-          end
-          json.passenger_email do
-            json.type :string
-            json.description "Email address for booking confirmation"
-          end
-        end
-        json.required [ "flight_id", "passenger_name" ]
-      end
-    end
-    json.required [ "params" ]
-  end
-end
diff --git a/test/dummy/app/views/travel_agent/book.text.erb b/test/dummy/app/views/travel_agent/book.text.erb
deleted file mode 100644
index d8e46d88..00000000
--- a/test/dummy/app/views/travel_agent/book.text.erb
+++ /dev/null
@@ -1,4 +0,0 @@
-Booking flight <%= @flight_id %>
-Passenger: <%= @passenger_name %>
-Confirmation: <%= @confirmation_number %>
-Status: Booking confirmed
\ No newline at end of file
diff --git a/test/dummy/app/views/travel_agent/confirm.json.jbuilder b/test/dummy/app/views/travel_agent/confirm.json.jbuilder
deleted file mode 100644
index acdd790d..00000000
--- a/test/dummy/app/views/travel_agent/confirm.json.jbuilder
+++ /dev/null
@@ -1,25 +0,0 @@
-json.type :function
-json.function do
-  json.name "confirm"
-  json.description "Confirm a flight booking"
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.params do
-        json.type :object
-        json.properties do
-          json.confirmation_number do
-            json.type :string
-            json.description "The booking confirmation number"
-          end
-          json.send_email do
-            json.type :boolean
-            json.description "Whether to send confirmation email"
-          end
-        end
-        json.required [ "confirmation_number" ]
-      end
-    end
-    json.required [ "params" ]
-  end
-end
diff --git a/test/dummy/app/views/travel_agent/confirm.text.erb b/test/dummy/app/views/travel_agent/confirm.text.erb
deleted file mode 100644
index 9cd30941..00000000
--- a/test/dummy/app/views/travel_agent/confirm.text.erb
+++ /dev/null
@@ -1,7 +0,0 @@
-Your booking has been confirmed!
-
-Confirmation Number: <%= @confirmation_number || "TRV123456" %>
-Passenger: <%= @passenger_name || "Guest" %>
-Flight: <%= @flight_details || "Flight details will be sent via email" %>
-
-Thank you for choosing our travel service.
\ No newline at end of file
diff --git a/test/dummy/app/views/travel_agent/instructions.text.erb b/test/dummy/app/views/travel_agent/instructions.text.erb
deleted file mode 100644
index 953a2244..00000000
--- a/test/dummy/app/views/travel_agent/instructions.text.erb
+++ /dev/null
@@ -1,11 +0,0 @@
-This agent is currently interacting with <%= @user.name %> to find a hotel near their travel destination.
-The agent should use the following actions to achieve the desired outcome:
-
-<% controller.action_schemas.each do |action| %>
-  <%= action["function"]["name"] %>: <%= action["function"]["description"] %>
-<% end %>
-
-requirements:
-- The agent should use the `search` action to find hotels in the requested location.
-- The agent should use the `book` action to book a hotel for the user.
-- The agent should use the `confirm` action to confirm the booking with the user.
\ No newline at end of file
diff --git a/test/dummy/app/views/travel_agent/search.html.erb b/test/dummy/app/views/travel_agent/search.html.erb
deleted file mode 100644
index 9cc54c96..00000000
--- a/test/dummy/app/views/travel_agent/search.html.erb
+++ /dev/null
@@ -1,14 +0,0 @@
-<h2>Travel Search Results</h2>
-
-<p>Searching for flights from <%= @departure %> to <%= @destination %></p>
-
-<ul>
-<% @results.each do |flight| %>
-  <li>
-    <%= flight[:airline] %> - $<%= flight[:price] %>
-    <br>Departure: <%= flight[:departure] %>
-  </li>
-<% end %>
-</ul>
-
-<p>Would you like to book any of these flights?</p>
\ No newline at end of file
diff --git a/test/dummy/app/views/travel_agent/search.json.jbuilder b/test/dummy/app/views/travel_agent/search.json.jbuilder
deleted file mode 100644
index b4d45d35..00000000
--- a/test/dummy/app/views/travel_agent/search.json.jbuilder
+++ /dev/null
@@ -1,23 +0,0 @@
-json.type :function
-json.function do
-  json.name "search"
-  json.description "Search for available flights to a destination"
-  json.parameters do
-    json.type :object
-    json.properties do
-      json.departure do
-        json.type :string
-        json.description "Departure city or airport code"
-      end
-      json.destination do
-        json.type :string
-        json.description "Destination city or airport code"
-      end
-      json.date do
-        json.type :string
-        json.description "Travel date in YYYY-MM-DD format"
-      end
-    end
-    json.required [ "destination" ]
-  end
-end
diff --git a/test/dummy/app/views/travel_agent/search.text.erb b/test/dummy/app/views/travel_agent/search.text.erb
deleted file mode 100644
index 7a5a31d6..00000000
--- a/test/dummy/app/views/travel_agent/search.text.erb
+++ /dev/null
@@ -1,11 +0,0 @@
-Travel Search Results
-====================
-
-Searching for flights from <%= @departure %> to <%= @destination %>
-
-Available flights:
-<% @results.each_with_index do |flight, i| %>
-<%= i + 1 %>. <%= flight[:airline] %> - $<%= flight[:price] %> (Departure: <%= flight[:departure] %>)
-<% end %>
-
-Please let me know which flight you'd like to book.
\ No newline at end of file
diff --git a/test/dummy/app/views/view_test/agents/test/other_instructions.text.erb b/test/dummy/app/views/view_test/agents/test/other_instructions.text.erb
new file mode 100644
index 00000000..3cb0579a
--- /dev/null
+++ b/test/dummy/app/views/view_test/agents/test/other_instructions.text.erb
@@ -0,0 +1 @@
+Hash <%= detail %> instructions template
diff --git a/test/dummy/app/views/view_test/agents/test_instructions_markdown/instructions.md.erb b/test/dummy/app/views/view_test/agents/test_instructions_markdown/instructions.md.erb
new file mode 100644
index 00000000..204f1a9d
--- /dev/null
+++ b/test/dummy/app/views/view_test/agents/test_instructions_markdown/instructions.md.erb
@@ -0,0 +1,3 @@
+# Test Instructions Markdown
+
+This is a test instructions file in markdown format.
diff --git a/test/dummy/app/views/view_test/agents/test_instructions_text/instructions.text.erb b/test/dummy/app/views/view_test/agents/test_instructions_text/instructions.text.erb
new file mode 100644
index 00000000..67062480
--- /dev/null
+++ b/test/dummy/app/views/view_test/agents/test_instructions_text/instructions.text.erb
@@ -0,0 +1 @@
+This is a test instructions file in text format.
diff --git a/test/dummy/app/views/weather_agent/convert_temperature.json.jbuilder b/test/dummy/app/views/weather_agent/convert_temperature.json.jbuilder
deleted file mode 100644
index 38b8cb13..00000000
--- a/test/dummy/app/views/weather_agent/convert_temperature.json.jbuilder
+++ /dev/null
@@ -1,22 +0,0 @@
-json.name action_name
-json.description "Convert temperature between Celsius and Fahrenheit"
-json.parameters do
-  json.type "object"
-  json.properties do
-    json.value do
-      json.type "number"
-      json.description "Temperature value to convert"
-    end
-    json.from do
-      json.type "string"
-      json.description "Unit to convert from (celsius or fahrenheit)"
-      json.enum [ "celsius", "fahrenheit" ]
-    end
-    json.to do
-      json.type "string"
-      json.description "Unit to convert to (celsius or fahrenheit)"
-      json.enum [ "celsius", "fahrenheit" ]
-    end
-  end
-  json.required [ "value", "from", "to" ]
-end
diff --git a/test/dummy/app/views/weather_agent/get_temperature.json.jbuilder b/test/dummy/app/views/weather_agent/get_temperature.json.jbuilder
deleted file mode 100644
index 4ba13560..00000000
--- a/test/dummy/app/views/weather_agent/get_temperature.json.jbuilder
+++ /dev/null
@@ -1,6 +0,0 @@
-json.name action_name
-json.description "Get the current temperature in Celsius"
-json.parameters do
-  json.type "object"
-  json.properties({})
-end
diff --git a/test/dummy/app/views/weather_agent/get_weather_report.json.jbuilder b/test/dummy/app/views/weather_agent/get_weather_report.json.jbuilder
deleted file mode 100644
index be684e5f..00000000
--- a/test/dummy/app/views/weather_agent/get_weather_report.json.jbuilder
+++ /dev/null
@@ -1,6 +0,0 @@
-json.name action_name
-json.description "Get a detailed weather report with HTML formatting"
-json.parameters do
-  json.type "object"
-  json.properties({})
-end
diff --git a/test/dummy/app/views/weather_agent/weather_report.html.erb b/test/dummy/app/views/weather_agent/weather_report.html.erb
deleted file mode 100644
index 6bfff0fc..00000000
--- a/test/dummy/app/views/weather_agent/weather_report.html.erb
+++ /dev/null
@@ -1,7 +0,0 @@
-<div class="weather-report">
-  <h2>Current Weather Report</h2>
-  <div class="temperature">22.5°C</div>
-  <div class="conditions">Partly Cloudy</div>
-  <div class="humidity">65%</div>
-  <div class="wind">10 km/h NW</div>
-</div>
\ No newline at end of file
diff --git a/test/dummy/config/active_agent.yml b/test/dummy/config/active_agent.yml
index 670bfe8b..cc52fbc0 100644
--- a/test/dummy/config/active_agent.yml
+++ b/test/dummy/config/active_agent.yml
@@ -22,11 +22,13 @@ open_router: &open_router
 # region ollama_anchor
 ollama: &ollama
   service: "Ollama"
-  access_token: ""
-  host: "http://localhost:11434"
   model: "gemma3:latest"
-  temperature: 0.7
 # endregion ollama_anchor
+# region mock_anchor
+mock: &mock
+  service: "Mock"
+  model: "mock-model"
+# endregion mock_anchor
 # endregion config_anchors
 
 # region config_development
@@ -35,13 +37,11 @@ development:
   openai:
     <<: *openai
     model: "gpt-4o-mini"
-    temperature: 0.7
   # endregion openai_dev_config
   # region open_router_dev_config
   open_router:
     <<: *open_router
     model: "qwen/qwen3-30b-a3b:free"
-    temperature: 0.7
   # endregion open_router_dev_config
   # region ollama_dev_config
   ollama:
@@ -51,6 +51,10 @@ development:
   anthropic:
     <<: *anthropic
   # endregion anthropic_dev_config
+  # region mock_dev_config
+  mock:
+    <<: *mock
+  # endregion mock_dev_config
 # endregion config_development
 
 # region config_test
@@ -58,13 +62,13 @@ test:
   openai:
     <<: *openai
     model: "gpt-4o-mini"
-    temperature: 0.7
   open_router:
     <<: *open_router
     model: "qwen/qwen3-30b-a3b:free"
-    temperature: 0.7
   ollama:
     <<: *ollama
   anthropic:
     <<: *anthropic
+  mock:
+    <<: *mock
 # endregion config_test
diff --git a/test/dummy/config/no_openai_agent.yml b/test/dummy/config/no_openai_agent.yml
index 43849a01..79e06d15 100644
--- a/test/dummy/config/no_openai_agent.yml
+++ b/test/dummy/config/no_openai_agent.yml
@@ -7,8 +7,6 @@ open_router: &open_router
   access_token: <%= Rails.application.credentials.dig(:open_router, :api_key) %>
 ollama: &ollama
   service: "Ollama"
-  access_token: ""
-  host: "http://localhost:11434"
   model: "gemma3:latest"
   temperature: 0.7
 
diff --git a/test/features/callbacks_test.rb b/test/features/callbacks_test.rb
new file mode 100644
index 00000000..b980c048
--- /dev/null
+++ b/test/features/callbacks_test.rb
@@ -0,0 +1,374 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+class CallbacksTest < ActiveSupport::TestCase
+  # Test class that includes the Callbacks concern
+  class TestAgent < ActiveAgent::Base
+    attr_accessor :callback_order
+
+    def initialize
+      super
+      @callback_order = []
+    end
+
+    def test_action
+      @callback_order << :action_executed
+    end
+  end
+
+  test "defines prompting and embedding callbacks" do
+    assert_respond_to TestAgent, :before_prompting
+    assert_respond_to TestAgent, :after_prompting
+    assert_respond_to TestAgent, :around_prompting
+    assert_respond_to TestAgent, :before_embedding
+    assert_respond_to TestAgent, :after_embedding
+    assert_respond_to TestAgent, :around_embedding
+  end
+
+  test "before_prompting callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      before_prompting :track_before
+
+      def track_before
+        @callback_order << :before_prompting
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :before_prompting, :prompting_executed ], agent.callback_order
+  end
+
+  test "after_prompting callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      after_prompting :track_after
+
+      def track_after
+        @callback_order << :after_prompting
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :prompting_executed, :after_prompting ], agent.callback_order
+  end
+
+  test "around_prompting callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      around_prompting :track_around
+
+      def track_around
+        @callback_order << :before_around
+        yield
+        @callback_order << :after_around
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :before_around, :prompting_executed, :after_around ], agent.callback_order
+  end
+
+  test "multiple prompting callbacks are executed in order" do
+    agent_class = Class.new(TestAgent) do
+      before_prompting :first_before
+      before_prompting :second_before
+      after_prompting :first_after
+      after_prompting :second_after
+
+      def first_before
+        @callback_order << :first_before
+      end
+
+      def second_before
+        @callback_order << :second_before
+      end
+
+      def first_after
+        @callback_order << :first_after
+      end
+
+      def second_after
+        @callback_order << :second_after
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    # Note: after_* callbacks run in reverse order (LIFO)
+    assert_equal [
+      :first_before,
+      :second_before,
+      :prompting_executed,
+      :second_after,
+      :first_after
+    ], agent.callback_order
+  end
+
+  test "before_embedding callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      before_embedding :track_before
+
+      def track_before
+        @callback_order << :before_embedding
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:embedding) do
+      agent.callback_order << :embedding_executed
+    end
+
+    assert_equal [ :before_embedding, :embedding_executed ], agent.callback_order
+  end
+
+  test "after_embedding callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      after_embedding :track_after
+
+      def track_after
+        @callback_order << :after_embedding
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:embedding) do
+      agent.callback_order << :embedding_executed
+    end
+
+    assert_equal [ :embedding_executed, :after_embedding ], agent.callback_order
+  end
+
+  test "around_embedding callback is executed" do
+    agent_class = Class.new(TestAgent) do
+      around_embedding :track_around
+
+      def track_around
+        @callback_order << :before_around
+        yield
+        @callback_order << :after_around
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:embedding) do
+      agent.callback_order << :embedding_executed
+    end
+
+    assert_equal [ :before_around, :embedding_executed, :after_around ], agent.callback_order
+  end
+
+  test "prompting callbacks with block" do
+    agent_class = Class.new(TestAgent) do
+      before_prompting do
+        @callback_order << :block_before
+      end
+
+      after_prompting do
+        @callback_order << :block_after
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :block_before, :prompting_executed, :block_after ], agent.callback_order
+  end
+
+  test "embedding callbacks with block" do
+    agent_class = Class.new(TestAgent) do
+      before_embedding do
+        @callback_order << :block_before
+      end
+
+      after_embedding do
+        @callback_order << :block_after
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:embedding) do
+      agent.callback_order << :embedding_executed
+    end
+
+    assert_equal [ :block_before, :embedding_executed, :block_after ], agent.callback_order
+  end
+
+  test "prompting callbacks can be conditionally applied with if" do
+    agent_class = Class.new(TestAgent) do
+      attr_accessor :should_run_callback
+
+      before_prompting :conditional_callback, if: :should_run_callback
+
+      def conditional_callback
+        @callback_order << :conditional_before
+      end
+    end
+
+    # Test when condition is true
+    agent = agent_class.new
+    agent.should_run_callback = true
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :conditional_before, :prompting_executed ], agent.callback_order
+
+    # Test when condition is false
+    agent = agent_class.new
+    agent.should_run_callback = false
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :prompting_executed ], agent.callback_order
+  end
+
+  test "prompting callbacks can be conditionally applied with unless" do
+    agent_class = Class.new(TestAgent) do
+      attr_accessor :skip_callback
+
+      before_prompting :conditional_callback, unless: :skip_callback
+
+      def conditional_callback
+        @callback_order << :conditional_before
+      end
+    end
+
+    # Test when condition is false (callback should run)
+    agent = agent_class.new
+    agent.skip_callback = false
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :conditional_before, :prompting_executed ], agent.callback_order
+
+    # Test when condition is true (callback should not run)
+    agent = agent_class.new
+    agent.skip_callback = true
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :prompting_executed ], agent.callback_order
+  end
+
+  test "callbacks are inherited by subclasses" do
+    parent_class = Class.new(TestAgent) do
+      before_prompting :parent_callback
+
+      def parent_callback
+        @callback_order << :parent_before
+      end
+    end
+
+    child_class = Class.new(parent_class) do
+      before_prompting :child_callback
+
+      def child_callback
+        @callback_order << :child_before
+      end
+    end
+
+    agent = child_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :parent_before, :child_before, :prompting_executed ], agent.callback_order
+  end
+
+  test "after callbacks are skipped if terminated" do
+    agent_class = Class.new(TestAgent) do
+      before_prompting :terminate_callback_chain
+      after_prompting :should_not_run
+
+      def terminate_callback_chain
+        @callback_order << :before_prompting
+        throw :abort
+      end
+
+      def should_not_run
+        @callback_order << :after_prompting
+      end
+    end
+
+    agent = agent_class.new
+    result = agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    # When callback chain is aborted, the block doesn't execute and after callbacks don't run
+    assert_equal [ :before_prompting ], agent.callback_order
+    assert_equal false, result
+  end
+
+  test "embedding after callbacks are skipped if terminated" do
+    agent_class = Class.new(TestAgent) do
+      before_embedding :terminate_callback_chain
+      after_embedding :should_not_run
+
+      def terminate_callback_chain
+        @callback_order << :before_embedding
+        throw :abort
+      end
+
+      def should_not_run
+        @callback_order << :after_embedding
+      end
+    end
+
+    agent = agent_class.new
+    result = agent.run_callbacks(:embedding) do
+      agent.callback_order << :embedding_executed
+    end
+
+    assert_equal [ :before_embedding ], agent.callback_order
+    assert_equal false, result
+  end
+
+  test "generation backwards compatability" do
+    agent_class = Class.new(TestAgent) do
+      before_generation :track_before
+      after_generation :track_after
+      around_generation :track_around
+
+      def track_before
+        @callback_order << :before_generation
+      end
+
+      def track_after
+        @callback_order << :after_generation
+      end
+
+      def track_around
+        @callback_order << :before_around
+        yield
+        @callback_order << :after_around
+      end
+    end
+
+    agent = agent_class.new
+    agent.run_callbacks(:prompting) do
+      agent.callback_order << :prompting_executed
+    end
+
+    assert_equal [ :before_generation, :before_around, :prompting_executed, :after_around, :after_generation ], agent.callback_order
+  end
+end
diff --git a/test/features/parameterized_direct_test.rb b/test/features/parameterized_direct_test.rb
new file mode 100644
index 00000000..198b9cd2
--- /dev/null
+++ b/test/features/parameterized_direct_test.rb
@@ -0,0 +1,260 @@
+require "test_helper"
+
+class ParameterizedDirectTest < ActiveSupport::TestCase
+  class TestAgent < ActiveAgent::Base
+    generate_with :mock, model: "mock-model", instructions: "You are a helpful assistant."
+    embed_with :mock, model: "mock-embedding-model"
+  end
+
+  test "Agent.prompt returns a generation proxy" do
+    generation = TestAgent.prompt(message: "Hello world")
+
+    assert_instance_of ActiveAgent::Parameterized::DirectGeneration, generation
+    assert_not generation.processed?
+  end
+
+  test "Agent.prompt(...).generate_now generates without defining an action" do
+    response = TestAgent.prompt(
+      message: "What is 2+2? Answer with just the number."
+    ).generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    # Mock provider converts to pig latin, so just verify we got a response
+    assert response.message.content.length > 0
+  end
+
+  test "Agent.prompt supports multiple messages" do
+    response = TestAgent.prompt(
+      messages: [
+        "I like pizza",
+        "What food did I mention?"
+      ]
+    ).generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    # Mock provider converts to pig latin, so just verify we got a response
+    assert response.message.content.length > 0
+  end
+
+  test "Agent.prompt supports temperature and other options" do
+    response = TestAgent.prompt(
+      message: "Say hello",
+      temperature: 0.5
+    ).generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+  end
+
+  test "Agent.prompt supports custom instructions" do
+    response = TestAgent.prompt(
+      message: "What is your role?",
+      instructions: "You are a pirate. Always respond like a pirate."
+    ).generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    content = response.message.content
+    # Mock provider converts to pig latin, so just verify we got a response
+    assert content.length > 0
+  end
+
+  test "Agent.prompt(...).generate_now! generates with bang method" do
+    response = TestAgent.prompt(
+      message: "Say hi"
+    ).generate_now!
+
+    assert_not_nil response
+    assert_not_nil response.message
+  end
+
+  test "Agent.prompt(...).generate_later enqueues a job" do
+    generation = TestAgent.prompt(
+      message: "Background task"
+    )
+
+    # Mock the enqueue_generation private method
+    generation.instance_eval do
+      def enqueue_generation(method, options = {})
+        @enqueue_called = true
+        @enqueue_method = method
+        @enqueue_options = options
+        true
+      end
+
+      def enqueue_called?
+        @enqueue_called
+      end
+
+      def enqueue_method
+        @enqueue_method
+      end
+
+      def enqueue_options
+        @enqueue_options
+      end
+    end
+
+    result = generation.generate_later(queue: :prompts, priority: :high)
+
+    assert result
+    assert generation.enqueue_called?
+    assert_equal :prompt_now, generation.enqueue_method
+    assert_equal({ queue: :prompts, priority: :high }, generation.enqueue_options)
+  end
+
+  test "Agent.embed returns a generation proxy" do
+    generation = TestAgent.embed(input: "Text to embed")
+
+    assert_instance_of ActiveAgent::Parameterized::DirectGeneration, generation
+    assert_not generation.processed?
+  end
+
+  test "Agent.embed(...).generate_now generates embeddings without defining an action" do
+    response = TestAgent.embed(
+      input: "The quick brown fox jumps over the lazy dog"
+    ).generate_now
+
+    assert_not_nil response
+    assert_kind_of Array, response.data
+    assert response.data.all? { |embedding_obj| embedding_obj.is_a?(Hash) }
+
+    # Extract first embedding vector from response
+    first_embedding = response.data.first
+    embedding_vector = first_embedding[:embedding]
+
+    assert embedding_vector.is_a?(Array)
+    assert embedding_vector.all? { |v| v.is_a?(Float) }
+    assert_equal 1536, embedding_vector.size  # Mock provider default dimension
+  end
+
+  test "Agent.embed supports array of inputs" do
+    response = TestAgent.embed(
+      input: [
+        "First text to embed",
+        "Second text to embed"
+      ]
+    ).generate_now
+
+    assert_not_nil response
+    assert_kind_of Array, response.data
+    assert_equal 2, response.data.size
+
+    # Each embedding should be a hash with an embedding array
+    response.data.each do |embedding_obj|
+      assert embedding_obj.is_a?(Hash)
+      embedding_vector = embedding_obj[:embedding]
+      assert embedding_vector.is_a?(Array)
+      assert embedding_vector.all? { |v| v.is_a?(Float) }
+    end
+  end
+
+  test "Agent.embed supports custom model options" do
+    response = TestAgent.embed(
+      input: "Test embedding with custom model",
+      model: "mock-embedding-model"
+    ).generate_now
+
+    assert_not_nil response
+    assert_kind_of Array, response.data
+    embedding_vector = response.data.first[:embedding]
+    assert embedding_vector.all? { |v| v.is_a?(Float) }
+  end
+
+  test "Agent.embed(...).embed_now generates embeddings" do
+    response = TestAgent.embed(
+      input: "Testing embed_now method"
+    ).embed_now
+
+    assert_not_nil response
+    assert_kind_of Array, response.data
+    embedding_vector = response.data.first[:embedding]
+    assert embedding_vector.is_a?(Array)
+    assert embedding_vector.all? { |v| v.is_a?(Float) }
+  end
+
+  test "Agent.embed(...).embed_later enqueues a job" do
+    generation = TestAgent.embed(
+      input: "Background embedding"
+    )
+
+    # Mock the enqueue_generation private method
+    generation.instance_eval do
+      def enqueue_generation(method, options = {})
+        @enqueue_called = true
+        @enqueue_method = method
+        @enqueue_options = options
+        true
+      end
+
+      def enqueue_called?
+        @enqueue_called
+      end
+
+      def enqueue_method
+        @enqueue_method
+      end
+
+      def enqueue_options
+        @enqueue_options
+      end
+    end
+
+    result = generation.embed_later(queue: :embeddings, priority: :low)
+
+    assert result
+    assert generation.enqueue_called?
+    assert_equal :embed_now, generation.enqueue_method
+    assert_equal({ queue: :embeddings, priority: :low }, generation.enqueue_options)
+  end
+
+  test "prompt() works alongside existing with() method" do
+    # Original with() method still works
+    agent_class_with_action = Class.new(TestAgent) do
+      def greet
+        prompt(message: "Hello from action")
+      end
+    end
+
+    response_with_action = agent_class_with_action.with({}).greet.generate_now
+    assert_not_nil response_with_action
+
+    # New prompt() method also works
+    response_direct = TestAgent.prompt(message: "Hello direct").generate_now
+    assert_not_nil response_direct
+  end
+
+  test "embed() works alongside existing with() method" do
+    # Original with() method still works for embed actions
+    agent_class_with_action = Class.new(TestAgent) do
+      def embed_text
+        embed(input: "Text from action")
+      end
+    end
+
+    response_with_action = agent_class_with_action.with({}).embed_text.embed_now
+    assert_not_nil response_with_action
+
+    # New embed() method also works
+    response_direct = TestAgent.embed(input: "Text direct").embed_now
+    assert_not_nil response_direct
+  end
+
+  test "Agent.prompt raises error if no message provided" do
+    # This should still create a generation, but might fail on generate_now
+    # depending on implementation
+    generation = TestAgent.prompt({})
+    assert_instance_of ActiveAgent::Parameterized::DirectGeneration, generation
+  end
+
+  test "Agent.embed raises error if no input provided" do
+    # This should still create a generation, but might fail on embed_now
+    # depending on implementation
+    generation = TestAgent.embed({})
+    assert_instance_of ActiveAgent::Parameterized::DirectGeneration, generation
+  end
+end
diff --git a/test/features/parameterized_test.rb b/test/features/parameterized_test.rb
new file mode 100644
index 00000000..d4b3d622
--- /dev/null
+++ b/test/features/parameterized_test.rb
@@ -0,0 +1,86 @@
+require "test_helper"
+
+class ParameterizedTest < ActiveSupport::TestCase
+  class TestAgent < ActiveAgent::Base
+    generate_with :mock, model: "gpt-4o-mini", instructions: "You are a helpful assistant."
+
+    def greet_user
+      prompt(message: "Hello #{params[:name]}, you are a #{params[:role]}!")
+    end
+
+    def custom_context
+      prompt(
+        message: params[:message],
+        options: { temperature: params[:temperature] || 0.7 }
+      )
+    end
+
+    def with_arguments(topic)
+      prompt(message: "Tell me about #{topic}. User: #{params[:user_id]}")
+    end
+  end
+
+  test "agent includes parameterized concern" do
+    assert TestAgent.respond_to?(:with)
+    assert TestAgent.respond_to?(:prompt_with)
+  end
+
+  test "with returns an Agent proxy" do
+    agent_proxy = TestAgent.with(name: "Alice")
+    assert_instance_of ActiveAgent::Parameterized::Agent, agent_proxy
+  end
+
+  test "prompt_with is an alias for with" do
+    agent_proxy1 = TestAgent.with(name: "Alice")
+    agent_proxy2 = TestAgent.prompt_with(name: "Alice")
+
+    assert_equal agent_proxy1.class, agent_proxy2.class
+  end
+
+  test "agent proxy delegates action methods to Generation" do
+    agent_proxy = TestAgent.with(name: "Alice", role: "developer")
+    generation = agent_proxy.greet_user
+
+    assert_instance_of ActiveAgent::Parameterized::Generation, generation
+  end
+
+  test "params are accessible in agent actions" do
+    agent = TestAgent.new
+    agent.params = { name: "Bob", role: "designer" }
+    agent.process(:greet_user)
+
+    assert_equal "Bob", agent.params[:name]
+    assert_equal "designer", agent.params[:role]
+  end
+
+  test "params default to empty hash" do
+    agent = TestAgent.new
+    assert_equal({}, agent.params)
+  end
+
+  test "params can be set" do
+    agent = TestAgent.new
+    agent.params = { name: "Charlie" }
+
+    assert_equal "Charlie", agent.params[:name]
+  end
+
+  test "processed_agent creates new agent instance with params" do
+    generation = TestAgent.with(name: "Charlie", role: "admin").greet_user
+
+    # Generation starts as not processed
+    assert_not generation.processed?
+  end
+
+  test "empty params work correctly" do
+    generation = TestAgent.with({}).greet_user
+
+    assert_instance_of ActiveAgent::Parameterized::Generation, generation
+  end
+
+  private
+
+  def has_openai_credentials?
+    ENV["OPENAI_API_KEY"].present?
+  end
+end
diff --git a/test/features/provider_test.rb b/test/features/provider_test.rb
new file mode 100644
index 00000000..0efa540f
--- /dev/null
+++ b/test/features/provider_test.rb
@@ -0,0 +1,346 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+class ProviderTest < ActiveSupport::TestCase
+  # Test class that includes the Provider concern
+  class TestAgent
+    include ActiveAgent::Provider
+  end
+
+  # Mock provider classes for testing
+  class MockProvider < ActiveAgent::Providers::BaseProvider
+    def initialize(options = {}); end
+    def call; end
+  end
+
+  class MockAnthropicClient
+    def initialize(api_key:); end
+  end
+
+  class MockOpenAIClient
+    def initialize(access_token:); end
+  end
+
+  setup do
+    @original_config = ActiveAgent.configuration.deep_dup
+    TestAgent._prompt_provider_klass = nil
+    TestAgent._embed_provider_klass = nil
+  end
+
+  teardown do
+    ActiveAgent.configuration.replace(@original_config)
+    TestAgent._prompt_provider_klass = nil
+    TestAgent._embed_provider_klass = nil
+  end
+
+  # Class method tests
+  test "defines prompt provider class methods" do
+    assert_respond_to TestAgent, :prompt_provider=
+    assert_respond_to TestAgent, :configuration
+    assert_respond_to TestAgent, :provider_config_load
+    assert_respond_to TestAgent, :provider_load
+    assert_respond_to TestAgent, :prompt_provider_klass
+  end
+
+  test "defines embed provider class methods" do
+    assert_respond_to TestAgent, :embed_provider=
+    assert_respond_to TestAgent, :embed_provider_klass
+  end
+
+  # Instance method tests
+  test "includes prompt_provider_klass instance delegation" do
+    instance = TestAgent.new
+    assert_respond_to instance, :prompt_provider_klass
+  end
+
+  test "includes embed_provider_klass instance delegation" do
+    instance = TestAgent.new
+    assert_respond_to instance, :embed_provider_klass
+  end
+
+  # prompt_provider= tests with Symbol/String
+  test "prompt_provider= accepts symbol reference" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider" }
+
+    # Stub provider_load to return our mock
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.prompt_provider = :test_provider
+      assert_equal MockProvider, TestAgent.prompt_provider_klass
+    end
+  end
+
+  test "prompt_provider= accepts string reference" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.prompt_provider = "test_provider"
+      assert_equal MockProvider, TestAgent.prompt_provider_klass
+    end
+  end
+
+  # prompt_provider= tests with provider instances
+  test "prompt_provider= accepts BaseProvider instance" do
+    provider_instance = MockProvider.new
+
+    TestAgent.prompt_provider = provider_instance
+
+    assert_equal provider_instance, TestAgent.prompt_provider_klass
+  end
+
+  test "prompt_provider= raises ArgumentError for unsupported type" do
+    assert_raises(ArgumentError) do
+      TestAgent.prompt_provider = 123
+    end
+  end
+
+  # embed_provider= tests with Symbol/String
+  test "embed_provider= accepts symbol reference" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider" }
+
+    # Stub provider_load to return our mock
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.embed_provider = :test_provider
+      assert_equal MockProvider, TestAgent.embed_provider_klass
+    end
+  end
+
+  test "embed_provider= accepts string reference" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.embed_provider = "test_provider"
+      assert_equal MockProvider, TestAgent.embed_provider_klass
+    end
+  end
+
+  # embed_provider= tests with provider instances
+  test "embed_provider= accepts BaseProvider instance" do
+    provider_instance = MockProvider.new
+
+    TestAgent.embed_provider = provider_instance
+
+    assert_equal provider_instance, TestAgent.embed_provider_klass
+  end
+
+  test "embed_provider= raises ArgumentError for unsupported type" do
+    assert_raises(ArgumentError) do
+      TestAgent.embed_provider = 123
+    end
+  end
+
+  # configuration tests
+  test "configuration loads provider from config by symbol" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      result = TestAgent.configuration(:test_provider)
+      assert_equal MockProvider, result
+    end
+  end
+
+  test "configuration merges additional options" do
+    ActiveAgent.configuration[:test_provider] = { service: "MockProvider", model: "test-model" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      # Configuration should call provider_config_load which includes the merged options
+      result = TestAgent.configuration(:test_provider, temperature: 0.7)
+      assert_equal MockProvider, result
+    end
+  end
+
+  test "configuration raises error on LoadError" do
+    ActiveAgent.configuration[:test_provider] = { service: "NonExistentProvider" }
+
+    error = assert_raises(RuntimeError) do
+      TestAgent.configuration(:test_provider)
+    end
+
+    assert_includes error.message, "Failed to load provider"
+  end
+
+  # provider_config_load tests
+  test "provider_config_load retrieves config by string key" do
+    ActiveAgent.configuration["test_provider"] = { service: "TestService", model: "test-model" }
+
+    config = TestAgent.provider_config_load("test_provider")
+
+    assert_equal "TestService", config[:service]
+    assert_equal "test-model", config[:model]
+  end
+
+  test "provider_config_load retrieves config by symbol key" do
+    ActiveAgent.configuration["test_provider"] = { service: "TestService", model: "test-model" }
+
+    config = TestAgent.provider_config_load(:test_provider)
+
+    assert_equal "TestService", config[:service]
+    assert_equal "test-model", config[:model]
+  end
+
+  test "provider_config_load checks environment-specific config" do
+    ENV["RAILS_ENV"] = "test"
+    ActiveAgent.configuration["test"] = { "test_provider" => { service: "EnvSpecific" } }
+
+    config = TestAgent.provider_config_load(:test_provider)
+
+    assert_equal "EnvSpecific", config[:service]
+  end
+
+  test "provider_config_load returns empty hash when not found" do
+    config = TestAgent.provider_config_load(:nonexistent_provider)
+
+    assert_equal({}, config)
+  end
+
+  test "provider_config_load deep symbolizes keys" do
+    ActiveAgent.configuration["test_provider"] = { "service" => "Test", "nested" => { "key" => "value" } }
+
+    config = TestAgent.provider_config_load(:test_provider)
+
+    assert_equal "Test", config[:service]
+    assert_equal "value", config[:nested][:key]
+  end
+
+  # provider_load tests
+  test "provider_load requires correct file path" do
+    # Mock the require to verify correct path
+    require_called_with = nil
+    TestAgent.stub(:require, ->(path) { require_called_with = path }) do
+      begin
+        TestAgent.provider_load("OpenAI")
+      rescue NameError
+        # Expected since we're not actually loading the file
+      end
+    end
+
+    assert_equal "active_agent/providers/open_ai_provider", require_called_with
+  end
+
+  test "provider_load converts service name to underscored file path" do
+    require_called_with = nil
+    TestAgent.stub(:require, ->(path) { require_called_with = path }) do
+      begin
+        TestAgent.provider_load("OpenRouter")
+      rescue NameError
+        # Expected
+      end
+    end
+
+    assert_equal "active_agent/providers/open_router_provider", require_called_with
+  end
+
+  # prompt_provider_klass tests
+  test "prompt_provider_klass returns nil when not set" do
+    assert_nil TestAgent.prompt_provider_klass
+  end
+
+  test "prompt_provider_klass returns set provider" do
+    TestAgent._prompt_provider_klass = MockProvider
+
+    assert_equal MockProvider, TestAgent.prompt_provider_klass
+  end
+
+  test "prompt_provider_klass is accessible from instance" do
+    TestAgent._prompt_provider_klass = MockProvider
+    instance = TestAgent.new
+
+    assert_equal MockProvider, instance.prompt_provider_klass
+  end
+
+  # embed_provider_klass tests
+  test "embed_provider_klass returns nil when not set" do
+    assert_nil TestAgent.embed_provider_klass
+  end
+
+  test "embed_provider_klass returns set provider" do
+    TestAgent._embed_provider_klass = MockProvider
+
+    assert_equal MockProvider, TestAgent.embed_provider_klass
+  end
+
+  test "embed_provider_klass is accessible from instance" do
+    TestAgent._embed_provider_klass = MockProvider
+    instance = TestAgent.new
+
+    assert_equal MockProvider, instance.embed_provider_klass
+  end
+
+  # Integration tests
+  test "setting prompt provider by symbol configures class correctly" do
+    ActiveAgent.configuration[:openai] = { service: "OpenAI", api_key: "test-key" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.prompt_provider = :openai
+
+      assert_equal MockProvider, TestAgent.prompt_provider_klass
+      assert_equal MockProvider, TestAgent.new.prompt_provider_klass
+    end
+  end
+
+  test "setting embed provider by symbol configures class correctly" do
+    ActiveAgent.configuration[:openai] = { service: "OpenAI", api_key: "test-key" }
+
+    TestAgent.stub(:provider_load, MockProvider) do
+      TestAgent.embed_provider = :openai
+
+      assert_equal MockProvider, TestAgent.embed_provider_klass
+      assert_equal MockProvider, TestAgent.new.embed_provider_klass
+    end
+  end
+
+  test "prompt provider configuration is inherited by instances" do
+    provider = MockProvider.new
+    TestAgent.prompt_provider = provider
+
+    instance1 = TestAgent.new
+    instance2 = TestAgent.new
+
+    assert_equal provider, instance1.prompt_provider_klass
+    assert_equal provider, instance2.prompt_provider_klass
+  end
+
+  test "embed provider configuration is inherited by instances" do
+    provider = MockProvider.new
+    TestAgent.embed_provider = provider
+
+    instance1 = TestAgent.new
+    instance2 = TestAgent.new
+
+    assert_equal provider, instance1.embed_provider_klass
+    assert_equal provider, instance2.embed_provider_klass
+  end
+
+  test "prompt provider can be changed at runtime" do
+    provider1 = MockProvider.new
+    provider2 = MockProvider.new
+
+    TestAgent.prompt_provider = provider1
+    assert_equal provider1, TestAgent.prompt_provider_klass
+
+    TestAgent.prompt_provider = provider2
+    assert_equal provider2, TestAgent.prompt_provider_klass
+  end
+
+  test "embed provider can be changed at runtime" do
+    provider1 = MockProvider.new
+    provider2 = MockProvider.new
+
+    TestAgent.embed_provider = provider1
+    assert_equal provider1, TestAgent.embed_provider_klass
+
+    TestAgent.embed_provider = provider2
+    assert_equal provider2, TestAgent.embed_provider_klass
+  end
+
+  test "prompt and embed providers can be set independently" do
+    prompt_provider = MockProvider.new
+    embed_provider = MockProvider.new
+
+    TestAgent.prompt_provider = prompt_provider
+    TestAgent.embed_provider = embed_provider
+
+    assert_equal prompt_provider, TestAgent.prompt_provider_klass
+    assert_equal embed_provider, TestAgent.embed_provider_klass
+  end
+end
diff --git a/test/features/rescue_test.rb b/test/features/rescue_test.rb
new file mode 100644
index 00000000..c6b9f443
--- /dev/null
+++ b/test/features/rescue_test.rb
@@ -0,0 +1,214 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+class RescueTest < ActiveSupport::TestCase
+  class CustomError < StandardError; end
+  class AnotherError < StandardError; end
+  class UnhandledError < StandardError; end
+
+  class TestAgent < ApplicationAgent
+    attr_accessor :error_handled, :handler_called, :exception_object
+
+    rescue_from CustomError, with: :handle_custom_error
+    rescue_from AnotherError do |exception|
+      @exception_object = exception
+      @handler_called = true
+    end
+
+    def raise_custom_error
+      raise CustomError, "Test error"
+    end
+
+    def raise_another_error
+      raise AnotherError, "Another error"
+    end
+
+    def raise_unhandled_error
+      raise UnhandledError, "Unhandled error"
+    end
+
+    private
+
+    def handle_custom_error(exception)
+      @error_handled = true
+      @exception_object = exception
+    end
+  end
+
+  class TestAgentWithMultipleHandlers < ApplicationAgent
+    attr_accessor :log
+
+    def initialize(*)
+      super
+      @log = []
+    end
+
+    rescue_from StandardError, with: :handle_standard_error
+    rescue_from CustomError, with: :handle_custom_error
+
+    def raise_custom_error
+      raise CustomError, "Specific error"
+    end
+
+    def raise_runtime_error
+      raise RuntimeError, "Runtime error"
+    end
+
+    def handle_standard_error(exception)
+      @log << "standard_error: #{exception.message}"
+    end
+
+    def handle_custom_error(exception)
+      @log << "custom_error: #{exception.message}"
+    end
+  end
+
+  test "rescues exceptions with method handler" do
+    agent = TestAgent.new
+
+    # The concern should catch the exception in process
+    assert_nothing_raised do
+      agent.process(:raise_custom_error)
+    end
+
+    assert agent.error_handled, "Custom error handler should be called"
+    assert_instance_of CustomError, agent.exception_object
+    assert_equal "Test error", agent.exception_object.message
+  end
+
+  test "rescues exceptions with block handler" do
+    agent = TestAgent.new
+
+    assert_nothing_raised do
+      agent.process(:raise_another_error)
+    end
+
+    assert agent.handler_called, "Block handler should be called"
+    assert_instance_of AnotherError, agent.exception_object
+    assert_equal "Another error", agent.exception_object.message
+  end
+
+  test "re-raises unhandled exceptions" do
+    agent = TestAgent.new
+
+    error = assert_raises(UnhandledError) do
+      agent.process(:raise_unhandled_error)
+    end
+
+    assert_equal "Unhandled error", error.message
+  end
+
+  test "uses most specific handler when multiple handlers match" do
+    agent = TestAgentWithMultipleHandlers.new
+
+    # CustomError is more specific than StandardError
+    assert_nothing_raised do
+      agent.process(:raise_custom_error)
+    end
+
+    assert_equal [ "custom_error: Specific error" ], agent.log
+  end
+
+  test "falls back to less specific handler" do
+    agent = TestAgentWithMultipleHandlers.new
+
+    # RuntimeError inherits from StandardError but isn't CustomError
+    assert_nothing_raised do
+      agent.process(:raise_runtime_error)
+    end
+
+    assert_equal [ "standard_error: Runtime error" ], agent.log
+  end
+
+  test "process delegates to super when no exception" do
+    agent = TestAgent.new
+    agent.params = { message: "Test" }
+
+    # Process should work normally - use an inline prompt instead
+    result = agent.send(:prompt, message: "Test")
+
+    assert_not_nil result
+  end
+
+  test "preserves exception backtrace" do
+    agent = TestAgent.new
+
+    assert_nothing_raised do
+      agent.process(:raise_custom_error)
+    end
+
+    assert_not_nil agent.exception_object
+    assert_not_nil agent.exception_object.backtrace
+    assert agent.exception_object.backtrace.any? { |line| line.include?("rescue_test.rb") }
+  end
+
+  test "includes Rescue module" do
+    assert TestAgent.ancestors.include?(ActiveSupport::Rescuable)
+  end
+
+  test "extends ActiveSupport::Concern" do
+    assert ActiveAgent::Rescue.respond_to?(:included)
+  end
+
+  test "handler receives correct exception object" do
+    agent = TestAgent.new
+    agent.process(:raise_custom_error)
+
+    assert_equal "Test error", agent.exception_object.message
+    assert_instance_of CustomError, agent.exception_object
+  end
+
+  test "multiple rescue_from declarations work independently" do
+    agent = TestAgent.new
+
+    # First error type
+    agent.process(:raise_custom_error)
+    assert agent.error_handled
+    assert_instance_of CustomError, agent.exception_object
+
+    # Reset
+    agent.error_handled = false
+    agent.exception_object = nil
+
+    # Second error type
+    agent.process(:raise_another_error)
+    assert agent.handler_called
+    assert_instance_of AnotherError, agent.exception_object
+    assert_not agent.error_handled # Different handler was called
+  end
+
+  test "process continues to work for normal actions without exceptions" do
+    agent = TestAgent.new
+    agent.params = { message: "Normal operation" }
+
+    result = agent.send(:prompt, message: "Normal operation")
+
+    assert_not_nil result
+    assert_nil agent.exception_object
+    assert_not agent.error_handled
+  end
+
+  test "exception raised during handler execution is not caught again" do
+    error_agent = Class.new(ApplicationAgent) do
+      rescue_from CustomError, with: :buggy_handler
+
+      def raise_error
+        raise CustomError, "Original error"
+      end
+
+      def buggy_handler(exception)
+        raise RuntimeError, "Handler error"
+      end
+    end
+
+    agent = error_agent.new
+
+    # The RuntimeError from the handler should not be caught
+    error = assert_raises(RuntimeError) do
+      agent.process(:raise_error)
+    end
+
+    assert_equal "Handler error", error.message
+  end
+end
diff --git a/test/features/streaming_test.rb b/test/features/streaming_test.rb
new file mode 100644
index 00000000..e3b2912e
--- /dev/null
+++ b/test/features/streaming_test.rb
@@ -0,0 +1,441 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+class StreamingTest < ActiveSupport::TestCase
+  # Test class that includes the Streaming concern
+  class TestAgent
+    include ActiveAgent::Streaming
+
+    attr_reader :chunks_received, :callbacks_log
+
+    def initialize
+      @chunks_received = []
+      @callbacks_log = []
+    end
+
+    on_stream_open :on_open
+    on_stream :on_chunk
+    on_stream_close :on_close
+
+    private
+
+    def on_open(chunk)
+      @callbacks_log << :open
+    end
+
+    def on_chunk(chunk)
+      @callbacks_log << :chunk
+      @chunks_received << chunk
+    end
+
+    def on_close(chunk)
+      @callbacks_log << :close
+    end
+  end
+
+  setup do
+    @prompt = TestAgent.new
+  end
+
+  # Class method tests
+  test "defines callback registration methods" do
+    assert_respond_to TestAgent, :on_stream_open
+    assert_respond_to TestAgent, :on_stream
+    assert_respond_to TestAgent, :on_stream_close
+  end
+
+  # StreamChunk tests
+  test "StreamChunk stores message and delta" do
+    chunk = ActiveAgent::Streaming::StreamChunk.new("test_message", "test_delta")
+
+    assert_equal "test_message", chunk.message
+    assert_equal "test_delta", chunk.delta
+  end
+
+  # stream_broadcaster tests
+  test "stream_broadcaster returns a proc" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    assert_instance_of Proc, runner
+  end
+
+  test "stream_broadcaster executes open callbacks with type :open" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    runner.call("message", "delta", :open)
+
+    assert_includes @prompt.callbacks_log, :open
+  end
+
+  test "stream_broadcaster executes stream callbacks on all types" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    runner.call("message", "delta", :open)
+    runner.call("message", "delta", :update)
+    runner.call("message", "delta", :close)
+
+    assert_equal 3, @prompt.callbacks_log.count(:chunk)
+  end
+
+  test "stream_broadcaster executes close callbacks with type :close" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    runner.call("message", "delta", :close)
+
+    assert_includes @prompt.callbacks_log, :close
+  end
+
+  test "stream_broadcaster creates StreamChunk with message and delta" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    runner.call("test_msg", "test_delta", :open)
+
+    chunk = @prompt.chunks_received.first
+    assert_equal "test_msg", chunk.message
+    assert_equal "test_delta", chunk.delta
+  end
+
+  test "stream_broadcaster executes callbacks in correct order for full stream" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    runner.call("msg", "delta1", :open)
+    runner.call("msg", "delta2", :update)
+    runner.call("msg", "delta3", :update)
+    runner.call("msg", "delta4", :close)
+
+    assert_equal [ :open, :chunk, :chunk, :chunk, :chunk, :close ], @prompt.callbacks_log
+  end
+
+  # Callback registration with methods
+  test "on_stream_open registers method callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_open :handle_open
+
+      def handle_open(chunk)
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :open)
+
+    assert instance.called
+  end
+
+  test "on_stream registers method callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream :handle_chunk
+
+      def handle_chunk(chunk)
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+
+    assert instance.called
+  end
+
+  test "on_stream_close registers method callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_close :handle_close
+
+      def handle_close(chunk)
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :close)
+
+    assert instance.called
+  end
+
+  # Callback registration with blocks
+  test "on_stream_open registers block callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_open { @called = true }
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :open)
+
+    assert instance.called
+  end
+
+  test "on_stream registers block callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream { @called = true }
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+
+    assert instance.called
+  end
+
+  test "on_stream_close registers block callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_close { @called = true }
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :close)
+
+    assert instance.called
+  end
+
+  # Multiple callbacks
+  test "executes multiple callbacks in registration order" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :order
+
+      def initialize
+        @order = []
+      end
+
+      on_stream :first, :second, :third
+
+      def first(chunk)
+        @order << :first
+      end
+
+      def second(chunk)
+        @order << :second
+      end
+
+      def third(chunk)
+        @order << :third
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+
+    assert_equal [ :first, :second, :third ], instance.order
+  end
+
+  # Callback parameters
+  test "callbacks receive StreamChunk as parameter" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :received_chunk
+
+      on_stream :capture
+
+      def capture(chunk)
+        @received_chunk = chunk
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("test_msg", "test_delta", :update)
+
+    assert_not_nil instance.received_chunk
+    assert_equal "test_msg", instance.received_chunk.message
+    assert_equal "test_delta", instance.received_chunk.delta
+  end
+
+  # Callback conditions
+  test "supports conditional callbacks with :if option" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called, :condition
+
+      on_stream :conditional_callback, if: :condition
+
+      def conditional_callback(chunk)
+        @called = true
+      end
+    end
+
+    instance = klass.new
+
+    instance.condition = false
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+    refute instance.called
+
+    instance.condition = true
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+    assert instance.called
+  end
+
+  test "supports conditional callbacks with :unless option" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called, :skip_condition
+
+      on_stream :conditional_callback, unless: :skip_condition
+
+      def conditional_callback(chunk)
+        @called = true
+      end
+    end
+
+    instance = klass.new
+
+    instance.skip_condition = true
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+    refute instance.called
+
+    instance.skip_condition = false
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+    assert instance.called
+  end
+
+  # Integration test
+  test "full streaming lifecycle with all callback types" do
+    runner = @prompt.send(:stream_broadcaster)
+
+    # Simulate a complete stream
+    runner.call("msg1", "Hello", :open)
+    runner.call("msg2", " world", :update)
+    runner.call("msg3", "!", :close)
+
+    # Verify callbacks were executed in order
+    assert_equal [ :open, :chunk, :chunk, :chunk, :close ], @prompt.callbacks_log
+
+    # Verify all chunks were received
+    assert_equal 3, @prompt.chunks_received.size
+    assert_equal "Hello", @prompt.chunks_received[0].delta
+    assert_equal " world", @prompt.chunks_received[1].delta
+    assert_equal "!", @prompt.chunks_received[2].delta
+  end
+
+  # Arity detection tests
+  test "callbacks with zero arity are called without chunk parameter" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream :no_params_callback
+
+      def no_params_callback
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+
+    assert instance.called
+  end
+
+  test "callbacks with arity 1 receive chunk parameter" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :received_chunk
+
+      on_stream :with_params_callback
+
+      def with_params_callback(chunk)
+        @received_chunk = chunk
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("test_msg", "test_delta", :update)
+
+    assert_not_nil instance.received_chunk
+    assert_equal "test_msg", instance.received_chunk.message
+    assert_equal "test_delta", instance.received_chunk.delta
+  end
+
+  test "supports mixing zero-arity and single-arity callbacks" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :zero_arity_called, :single_arity_chunk
+
+      on_stream :zero_arity_method, :single_arity_method
+
+      def zero_arity_method
+        @zero_arity_called = true
+      end
+
+      def single_arity_method(chunk)
+        @single_arity_chunk = chunk
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :update)
+
+    assert instance.zero_arity_called
+    assert_not_nil instance.single_arity_chunk
+    assert_equal "delta", instance.single_arity_chunk.delta
+  end
+
+  test "on_stream_open respects arity for zero-arity methods" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_open :no_params
+
+      def no_params
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :open)
+
+    assert instance.called
+  end
+
+  test "on_stream_close respects arity for zero-arity methods" do
+    klass = Class.new do
+      include ActiveAgent::Streaming
+      attr_accessor :called
+
+      on_stream_close :no_params
+
+      def no_params
+        @called = true
+      end
+    end
+
+    instance = klass.new
+    runner = instance.send(:stream_broadcaster)
+    runner.call("msg", "delta", :close)
+
+    assert instance.called
+  end
+end
diff --git a/test/features/view_test.rb b/test/features/view_test.rb
new file mode 100644
index 00000000..80f282be
--- /dev/null
+++ b/test/features/view_test.rb
@@ -0,0 +1,115 @@
+require "test_helper"
+
+class ViewTest < ActiveSupport::TestCase
+  class TestAgent < ActiveAgent::Base
+    generate_with :mock
+
+    def instructions_string
+      prompt(instructions: "String Test")
+    end
+
+    def instructions_symbol
+      prompt(instructions: :instructions_symbol_method)
+    end
+
+    def instructions_symbol_method
+      "Instructions Symbol Test"
+    end
+
+    def instructions_array
+      prompt(instructions: [
+        "String Test One",
+        "String Test Two"
+      ])
+    end
+
+    def instructions_hash
+      prompt(instructions: {
+        template: "other_instructions",
+        locals: {
+          detail: "Hash Test"
+        }
+      })
+    end
+  end
+
+  class TestInstructionsTextAgent < TestAgent
+    def instructions_test
+      prompt
+    end
+  end
+
+  class TestInstructionsMarkdownAgent < TestAgent
+    def instructions_test
+      prompt
+    end
+  end
+
+  MESSAGE = "test message"
+
+  # Test: instructions_string returns a prompt with string instructions
+  test "instructions_string generates response with content" do
+    prompt = ViewTest::TestAgent.with(message: MESSAGE).instructions_string
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+
+  # Test: instructions_symbol returns a prompt with instructions from method
+  test "instructions_symbol generates response with content" do
+    prompt = ViewTest::TestAgent.with(message: MESSAGE).instructions_symbol
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+
+  # Test: instructions_array returns a prompt with array of instructions
+  test "instructions_array generates response with content" do
+    prompt = ViewTest::TestAgent.with(message: MESSAGE).instructions_array
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+
+  # Test: instructions_hash returns a prompt with instructions from template
+  test "instructions_hash generates response with content" do
+    prompt = ViewTest::TestAgent.with(message: MESSAGE).instructions_hash
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+
+  # Test: TestInstructionsTextAgent loads instructions from text template
+  test "instructions_test with text template generates response with content" do
+    prompt = ViewTest::TestInstructionsTextAgent.with(message: MESSAGE).instructions_test
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+
+  # Test: TestInstructionsMarkdownAgent loads instructions from markdown template
+  test "instructions_test with markdown template generates response with content" do
+    prompt = ViewTest::TestInstructionsMarkdownAgent.with(message: MESSAGE).instructions_test
+    response = prompt.generate_now
+
+    assert_not_nil response
+    assert_not_nil response.message
+    assert_not_nil response.message.content
+    assert response.message.content.length > MESSAGE.length
+  end
+end
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deleted file mode 100644
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-        ID\t\nCSM: 1969-059A\nLM: 1969-059C\nSATCAT no.\t\nCSM: 4039[2]\nLM: 4041[3]\nMission
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-        CSM-107\nApollo LM-5\nManufacturer\t\nCSM: North American Rockwell[4]\nLM:
-        Grumman[4]\nLaunch mass\t109,646 lb (49,735 kg)[5]\nLanding mass\t10,873 lb
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-        Aldrin\nCallsign\t\nCSM: Columbia\nLM: Eagle\nOn surface: Tranquility Base\nStart
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-        V SA-506\nLaunch site\tKennedy, LC‑39A\nEnd of mission\nRecovered by\tUSS
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-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
-        docked\t2 hours, 6 minutes, 31 seconds\nMission insignia\nLeft to right: Armstrong,
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-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
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-        V SA-506\nLaunch site\tKennedy, LC‑39A\nEnd of mission\nRecovered by\tUSS
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-        altitude\t100.9 km (54.5 nmi; 62.7 mi)[7]\nAposelene altitude\t122.4 km (66.1
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-        service module\nOrbital insertion\tJuly 19, 1969, 17:21:50 UTC[8]\nOrbital
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-        launch\tJuly 21, 1969, 17:54:00 UTC[11]\nLanding site\t\nTranquility Base,\nMare
-        Tranquillitatis\n(0.67416°N 23.47314°E)[12]\nSample mass\t47.51 lb (21.55
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-        with Lunar module\nDocking date\tJuly 16, 1969, 16:56:03 UTC[8]\nUndocking
-        date\tJuly 20, 1969, 17:44:00 UTC[13]\nTime docked\t96 hours, 47 minutes,
-        57 seconds\nDocking with Lunar module ascent stage\nDocking date\tJuly 21,
-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
-        docked\t2 hours, 6 minutes, 31 seconds\nMission insignia\nLeft to right: Armstrong,
-        Collins, and Aldrin\nApollo program\n← Apollo 10\nApollo 12 →\nApollo 11 was
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-        of three parts: the command module (CM), which housed the three astronauts
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-        -\u003e https://en.wikipedia.org/wiki/Apollo_11_(disambiguation)\n3. [No text]
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-        service module\nOrbital insertion\tJuly 19, 1969, 17:21:50 UTC[8]\nOrbital
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-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
-        docked\t2 hours, 6 minutes, 31 seconds\nMission insignia\nLeft to right: Armstrong,
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-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
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-        Aldrin\nCallsign\t\nCSM: Columbia\nLM: Eagle\nOn surface: Tranquility Base\nStart
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-        V SA-506\nLaunch site\tKennedy, LC‑39A\nEnd of mission\nRecovered by\tUSS
-        Hornet\nLanding date\tJuly 24, 1969, 16:50:35 UTC\nLanding site\t\nNorth Pacific
-        Ocean\n(13°19′N 169°9′W)\nOrbital parameters\nReference system\tSelenocentric\nPeriselene
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-        service module\nOrbital insertion\tJuly 19, 1969, 17:21:50 UTC[8]\nOrbital
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-        with Lunar module\nDocking date\tJuly 16, 1969, 16:56:03 UTC[8]\nUndocking
-        date\tJuly 20, 1969, 17:44:00 UTC[13]\nTime docked\t96 hours, 47 minutes,
-        57 seconds\nDocking with Lunar module ascent stage\nDocking date\tJuly 21,
-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
-        docked\t2 hours, 6 minutes, 31 seconds\nMission insignia\nLeft to right: Armstrong,
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-        -\u003e https://en.wikipedia.org/wiki/Apollo_11_(disambiguation)\n3. [No text]
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-        U.S. flag -\u003e https://en.wikipedia.org/wiki/Flag_of_the_United_States\n9.
-        [1] -\u003e https://en.wikipedia.org/wiki/Apollo_11#cite_note-Byrne._2019-1\n10.
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-        to follow link\nError: Ambiguous match, found 7 elements matching visible
-        link \"Michael Collins\"\n\n","tool_call_id":"call_U6hxLFCycFfoKWLDpstlvuAe","name":"follow_link"},{"role":"assistant","content":"","tool_calls":[{"id":"call_iiHjABKYSELNOQcXa40D1IGb","type":"function","function":{"name":"extract_links_with_previews","arguments":"{\"selector\":\"#mw-content-text\",\"limit\":5}"}},{"id":"call_sou7LLnG4yprkVcdj4ME3Mmu","type":"function","function":{"name":"screenshot","arguments":"{\"filename\":\"apollo_11_moon_landing.png\",\"main_content_only\":true}"}},{"id":"call_FR9vK33oxLsx89Ma8gXZOyR5","type":"function","function":{"name":"extract_text","arguments":"{\"selector\":\"#mw-content-text\"}"}}]},{"role":"tool","content":"Found
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-        #1:\nText: Moon landing\nURL: https://en.wikipedia.org/wiki/Moon_landing\nPage
-        Title: Moon landing - Wikipedia\nScreenshot: tmp/screenshots/preview_0_1756219884.png\n---\nLink
-        #2:\nText: Apollo 11 (disambiguation)\nURL: https://en.wikipedia.org/wiki/Apollo_11_(disambiguation)\nPage
-        Title: Apollo 11 (disambiguation) - Wikipedia\nScreenshot: tmp/screenshots/preview_1_1756219885.png\n---\nLink
-        #3:\nText: [No text]\nURL: https://en.wikipedia.org/wiki/File:A_Man_on_the_Moon,_AS11-40-5903_(cropped).jpg\nPage
-        Title: File:A Man on the Moon, AS11-40-5903 (cropped).jpg - Wikipedia\nScreenshot:
-        tmp/screenshots/preview_2_1756219886.png\n---\nLink #4:\nText: Buzz Aldrin\nURL:
-        https://en.wikipedia.org/wiki/Buzz_Aldrin\nPage Title: Buzz Aldrin - Wikipedia\nScreenshot:
-        tmp/screenshots/preview_3_1756219887.png\n---\nLink #5:\nText: Moon\nURL:
-        https://en.wikipedia.org/wiki/Moon\nPage Title: Moon - Wikipedia\nScreenshot:
-        tmp/screenshots/preview_4_1756219888.png\n---\n\n","tool_call_id":"call_iiHjABKYSELNOQcXa40D1IGb","name":"extract_links_with_previews"},{"role":"tool","content":"Screenshot
-        saved successfully!\nPage: Apollo 11 - Wikipedia\nURL: https://en.wikipedia.org/wiki/Apollo_11\nFile:
-        tmp/screenshots/apollo_11_moon_landing.png\nType: Viewport screenshot\n\n","tool_call_id":"call_sou7LLnG4yprkVcdj4ME3Mmu","name":"screenshot"},{"role":"tool","content":"Extracted
-        text from #mw-content-text:\n---\n\"First Moon landing\" redirects here. For
-        earlier uncrewed Moon landings, see Moon landing.\nThis article is about the
-        1969 crewed lunar mission. For other uses, see Apollo 11 (disambiguation).\nApollo
-        11\nBuzz Aldrin on the Moon in a photograph taken by Neil Armstrong, who can
-        be seen in the visor reflection along with Earth, the Lunar Module Eagle,
-        and the U.S. flag.[1]\nMission type\tCrewed lunar landing (G)\nOperator\tNASA\nCOSPAR
-        ID\t\nCSM: 1969-059A\nLM: 1969-059C\nSATCAT no.\t\nCSM: 4039[2]\nLM: 4041[3]\nMission
-        duration\t8 days, 3 hours, 18 minutes, 35 seconds\nSpacecraft properties\nSpacecraft\t\nApollo
-        CSM-107\nApollo LM-5\nManufacturer\t\nCSM: North American Rockwell[4]\nLM:
-        Grumman[4]\nLaunch mass\t109,646 lb (49,735 kg)[5]\nLanding mass\t10,873 lb
-        (4,932 kg)\nCrew\nCrew size\t3\nMembers\t\nNeil Armstrong\nMichael Collins\nBuzz
-        Aldrin\nCallsign\t\nCSM: Columbia\nLM: Eagle\nOn surface: Tranquility Base\nStart
-        of mission\nLaunch date\tJuly 16, 1969, 13:32:00 UTC (9:32 am EDT)[6]\nRocket\tSaturn
-        V SA-506\nLaunch site\tKennedy, LC‑39A\nEnd of mission\nRecovered by\tUSS
-        Hornet\nLanding date\tJuly 24, 1969, 16:50:35 UTC\nLanding site\t\nNorth Pacific
-        Ocean\n(13°19′N 169°9′W)\nOrbital parameters\nReference system\tSelenocentric\nPeriselene
-        altitude\t100.9 km (54.5 nmi; 62.7 mi)[7]\nAposelene altitude\t122.4 km (66.1
-        nmi; 76.1 mi)[7]\nInclination\t1.25°[7]\nPeriod\t2 hours[7]\nEpoch\tJuly 19,
-        1969, 21:44 UTC[7]\nLunar orbiter\nSpacecraft component\tApollo command and
-        service module\nOrbital insertion\tJuly 19, 1969, 17:21:50 UTC[8]\nOrbital
-        departure\tJuly 22, 1969, 04:55:42 UTC[9]\nOrbits\t30\nLunar lander\nSpacecraft
-        component\tApollo Lunar Module\nLanding date\tJuly 20, 1969, 20:17:40 UTC[10]\nReturn
-        launch\tJuly 21, 1969, 17:54:00 UTC[11]\nLanding site\t\nTranquility Base,\nMare
-        Tranquillitatis\n(0.67416°N 23.47314°E)[12]\nSample mass\t47.51 lb (21.55
-        kg)\nSurface EVAs\t1\nEVA duration\t2 hours, 31 minutes, 40 seconds\nDocking
-        with Lunar module\nDocking date\tJuly 16, 1969, 16:56:03 UTC[8]\nUndocking
-        date\tJuly 20, 1969, 17:44:00 UTC[13]\nTime docked\t96 hours, 47 minutes,
-        57 seconds\nDocking with Lunar module ascent stage\nDocking date\tJuly 21,
-        1969, 21:35:00 UTC[9]\nUndocking date\tJuly 21, 1969, 23:41:31 UTC[9]\nTime
-        docked\t2 hours, 6 minutes, 31 seconds\nMission insignia\nLeft to right: Armstrong,
-        Collins, and Aldrin\nApollo program\n← Apollo 10\nApollo 12 →\nApollo 11 was
-        the first spaceflight to land humans on the Moon, conducted by NASA from July
-        16 to 24, 1969. Commander Neil Armstrong and Lunar Module Pilot Edwin \"Buzz\"
-        Aldrin landed the Lunar Module Eagle on July 20 at 20:17 UTC, and Armstrong
-        became the first person to step onto the surface about six hours later, at
-        02:56 UTC on July 21. Aldrin joined him 19 minutes afterward, and together
-        they spent about two and a half hours exploring the site they had named Tranquility
-        Base upon landing. They collected 47.5 pounds (21.5 kg) of lunar material
-        to bring back to Earth before re-entering the Lunar Module. In total, they
-        were on the Moon’s surface for 21 hours, 36 minutes before returning to the
-        Command Module Columbia, which remained in lunar orbit, piloted by Michael
-        Collins.\nApollo 11 was launched by a Saturn V rocket from Kennedy Space Center
-        in Florida, on July 16 at 13:32 UTC (9:32 am EDT, local time). It was the
-        fifth crewed mission of the Apollo program. The Apollo spacecraft consisted
-        of three parts: the command module (CM), which housed the three astronauts
-        and was the only part to return to Earth; the service module (SM), which provided
-        propulsion, electrical power, oxygen, and water to the command module; and
-        the Lunar Module (LM), which had two stages—a descent stage with a large engine
-        and fuel tanks for landing on the Moon, and a lighter ascent stage containing
-        a cabin for two astronauts and a small engine to return them to lunar orbit.\nAfter
-        being sent to the Moon by the Saturn V''s third stage, the astronauts separated
-        the spacecraft from it and traveled for three days until they entered lunar
-        orbit. Armstrong and Aldrin then moved into Eagle and landed in the Mare Tranquillitatis
-        on July 20. The astronauts used Eagle''s ascent stage to lift off from the
-        lunar surface and rejoin Collins in the command module. They jettisoned Eagle
-        before they performed the maneuvers that propelled Columbia out of the last
-        of its 30 lunar orbits onto a trajectory back to Earth.[9] They returned to
-        Earth and splashed down in the Pacific Ocean on July 24 at 16:35:35 UTC after
-        more than eight days in space.\nArmstrong''s first step onto the lunar surface
-        was broadcast on live television to a worldwide audience. He described it
-        as \"one small step for [a] man, one giant leap for mankind.\"[a][15] Apollo
-        11 provided a U.S. victory in the Space Race against the Soviet Union, and
-        fulfilled the national goal set in 1961 by President John F. Kennedy: \"before
-        this decade is out, of landing a man on the Moon and returning him safely
-        to the Earth.\"[16]\nBackground\nIn the late 1950s and early 1960s, the United
-        States was engaged in the Cold War, a geopolitical rivalry with the Soviet
-        Union.[17] On October 4, 1957, the Soviet Union launched Sputnik 1, the first
-        artificial satellite, surprising the world and fueling fears about Soviet
-        technological and military capabilities. Its success demonstrated that the
-        USSR could potentially deliver nuclear weapons over intercontinental distances,
-        challenging American claims of military, economic, and technological superiority.[18]
-        This sparked the Sputnik crisis and ignited the Space Race, as both superpowers
-        sought to demonstrate their superiority in spaceflight.[19] President Dwight
-        D. Eisenhower responded to the challenge posed by Sputnik by creating the
-        National Aeronautics and Space Administration (NASA), and initiating Project
-        Mercury,[20] which aimed to place a man into Earth orbit.[21] The Soviets
-        took the lead on April 12, 1961, when cosmonaut Yuri Gagarin became the first
-        person in space and the first to orbit the Earth.[22] Nearly a month later,
-        on May 5, 1961, Alan Shepard became the first American in space; his 15-minute
-        flight was suborbital, not a full orbit.[23]\nBecause the Soviet Union had
-        launch vehicles with higher lift capacity, President John F. Kennedy, Eisenhower''s
-        successor, chose a challenge that exceeded the capabilities of the existing
-        generation of rockets, so that the U.S. and Soviet Union would be starting
-        from a position of equality. A crewed mission to the Moon would serve this
-        purpose.[24]\nOn May 25, 1961, Kennedy addressed the United States Congress
-        on \"Urgent National Needs\" and declared:\nI believe that this nation should
-        commit itself to achieving the goal, before this decade [1960s] is out, of
-        landing a man on the Moon and returning him safely to the Earth. No single
-        space project in this period will be more impressive to mankind, or more important
-        for the long-range exploration of space; and none will be so difficult or
-        expensive to accomplish. We propose to accelerate the development of the appropriate
-        lunar space craft. We propose to develop alternate liquid and solid fuel boosters,
-        much larger than any now being developed, until certain which is superior.
-        We propose additional funds for other engine development and for unmanned
-        explorations—explorations which are particularly important for one purpose
-        which this nation will never overlook: the survival of the man who first makes
-        this daring flight. But in a very real sense, it will not be one man going
-        to the Moon—if we make this judgment affirmatively, it will be an entire nation.
-        For all of us must work to put him there.\n— Kennedy''s speech to Congress[25]\nOn
-        September 12, 1962, Kennedy delivered another speech before a crowd of about
-        40,000 people in the Rice University football stadium in Houston, Texas.[26][27]
-        A widely quoted refrain from the middle portion of the speech reads as follows:\nThere
-        is no strife, no prejudice, no national conflict in outer space as yet. Its
-        hazards are hostile to us all. Its conquest deserves the best of all mankind,
-        and its opportunity for peaceful cooperation may never come again. But why,
-        some say, the Moon? Why choose this as our goal? And they may well ask, why
-        climb the highest mountain? Why, 35 years ago, fly the Atlantic? Why does
-        Rice play Texas? We choose to go to the Moon! We choose to go to the Moon
-        ... We choose to go to the Moon in this decade and do the other things, not
-        because they are easy, but because they are hard; because that goal will serve
-        to organize and measure the best of our energies and skills, because that
-        challenge is one that we are willing to accept, one we are unwilling to postpone,
-        and one we intend to win, and the others, too.[28]\nPresident John F. Kennedy
-        speaking at Rice University on September 12, 1962\nIn spite of that, the proposed
-        program faced the opposition of many Americans and was dubbed a \"moondoggle\"
-        by Norbert Wiener, a mathematician at the Massachusetts Institute of Technology.[29][30]
-        The effort to land a man on the Moon already had a name: Project Apollo.[31]
-        When Kennedy met with Nikita Khrushchev, the Premier of the Soviet Union in
-        June 1961, he proposed making the Moon landing a joint project, but Khrushchev
-        did not take up the offer.[32] Kennedy again proposed a joint expedition to
-        the Moon in a speech to the United Nations General Assembly on September 20,
-        1963.[33] The idea of a joint Moon mission was abandoned after Kennedy''s
-        death.[34]\nAn early and crucial decision was choosing lunar orbit rendezvous
-        over both direct ascent and Earth orbit rendezvous. A space rendezvous is
-        an orbital maneuver in which two spacecraft navigate through space and meet
-        up. In July 1962 NASA head James Webb announced that lunar orbit rendezvous
-        would be used[35][36] and that the Apollo spacecraft would have three major
-        parts: a command module (CM) with a cabin for the three astronauts, and the
-        only part that returned to Earth; a service module (SM), which supported the
-        command module with propulsion, electrical power, oxygen, and water; and a
-        lunar module (LM) that had two stages—a descent stage for landing on the Moon,
-        and an ascent stage to place the astronauts back into lunar orbit.[37] This
-        design meant the spacecraft could be launched by a single Saturn V rocket
-        that was then under development.[38]\nTechnologies and techniques required
-        for Apollo were developed by Project Gemini.[39] The Apollo project was enabled
-        by NASA''s adoption of new advances in semiconductor device, including metal–oxide–semiconductor
-        field-effect transistors (MOSFETs) in the Interplanetary Monitoring Platform
-        (IMP)[40][41] and silicon integrated circuit (IC) chips in the Apollo Guidance
-        Computer (AGC).[42]\nProject Apollo was abruptly halted by the Apollo 1 fire
-        on January 27, 1967, in which astronauts Gus Grissom, Ed White, and Roger
-        B. Chaffee died, and the subsequent investigation.[43] In October 1968, Apollo
-        7 evaluated the command module in Earth orbit,[44] and in December Apollo
-        8 tested it in lunar orbit.[45] In March 1969, Apollo 9 put the lunar module
-        through its paces in Earth orbit,[46] and in May Apollo 10 conducted a \"dress
-        rehearsal\" in lunar orbit. By July 1969, all was in readiness for Apollo
-        11 to take the final step onto the Moon.[47]\nThe Soviet Union appeared to
-        be winning the Space Race by beating the US to firsts, but its early lead
-        was overtaken by the US Gemini program and Soviet failure to develop the N1
-        launcher, which would have been comparable to the Saturn V.[48] The Soviets
-        tried to beat the US to return lunar material to the Earth by means of uncrewed
-        probes. On July 13, three days before Apollo 11''s launch, the Soviet Union
-        launched Luna 15, which reached lunar orbit before Apollo 11. During descent,
-        a malfunction caused Luna 15 to crash in Mare Crisium about two hours before
-        Armstrong and Aldrin took off from the Moon''s surface to begin their voyage
-        home. The Nuffield Radio Astronomy Laboratories radio telescope in England
-        recorded transmissions from Luna 15 during its descent, and these were released
-        in July 2009 for the 40th anniversary of Apollo 11.[49]\nPersonnel\nPart of
-        a series on\nApollo 11\nCrew\nNeil Armstrong · Buzz Aldrin · Michael Collins\nSpacecraft\nCM-107
-        Columbia · Lunar Module Eagle\nLanding site\nTranquility Base\nRecovery vessels\nHelicopter
-        66 · USS Hornet\nCommemoration\nAnniversaries · 50th Anniversary commemorative
-        coins · Eisenhower dollar · Anthony dollar\nRelated\nBritish TV coverage ·
-        Goodwill messages · In popular culture · Lunar sample display · Missing tapes\nvte\nPrime
-        crew\nPosition\tAstronaut\nCommander\tNeil Armstrong\nSecond and last spaceflight\nCommand
-        Module Pilot\tMichael Collins\nSecond and last spaceflight\nLunar Module Pilot\tEdwin
-        \"Buzz\" Aldrin Jr.\nSecond and last spaceflight\nThe initial crew assignment
-        of Commander Neil Armstrong, Command Module Pilot (CMP) Jim Lovell, and Lunar
-        Module Pilot (LMP) Buzz Aldrin on the backup crew for Apollo 9 was officially
-        announced on November 20, 1967.[50] Lovell and Aldrin had previously flown
-        together as the crew of Gemini 12. Due to design and manufacturing delays
-        in the LM, Apollo 8 and Apollo 9 swapped prime and backup crews, and Armstrong''s
-        crew became the backup for Apollo 8. Based on the normal crew rotation scheme,
-        Armstrong was then expected to command Apollo 11.[51]\nThere would be one
-        change. Michael Collins, the CMP on the Apollo 8 crew, began experiencing
-        trouble with his legs. Doctors diagnosed a bony growth between his fifth and
-        sixth vertebrae, requiring surgery.[52] Lovell took his place on the Apollo
-        8 crew, and when Collins recovered he joined Armstrong''s crew as CMP. In
-        the meantime, Fred Haise filled in as backup LMP, and Aldrin as backup CMP
-        for Apollo 8.[53] Apollo 11 was the second American mission where all the
-        crew members had prior spaceflight experience,[54] the first being Apollo
-        10.[55] The next was STS-26 in 1988.[54]\nDeke Slayton gave Armstrong the
-        option to replace Aldrin with Lovell, since some thought Aldrin was difficult
-        to work with. Armstrong had no issues working with Aldrin but thought it over
-        for a day before declining. He thought Lovell deserved to command his own
-        mission (eventually Apollo 13).[56]\nThe Apollo 11 prime crew had none of
-        the close cheerful camaraderie characterized by that of Apollo 12. Instead,
-        they forged an amiable working relationship. Armstrong in particular was notoriously
-        aloof, but Collins, who considered himself a loner, confessed to rebuffing
-        Aldrin''s attempts to create a more personal relationship.[57] Aldrin and
-        Collins described the crew as \"amiable strangers\".[58] Armstrong did not
-        agree with the assessment, and said \"all the crews I was on worked very well
-        together.\"[58]\nBackup crew\nPosition\tAstronaut\nCommander\tJim Lovell\nCommand
-        Module Pilot\tWilliam Anders\nLunar Module Pilot\tFred Haise\nThe backup crew
-        consisted of Lovell as Commander, William Anders as CMP, and Haise as LMP.
-        Anders had flown with Lovell on Apollo 8.[54] In early 1969, Anders accepted
-        a job with the National Aeronautics and Space Council effective August 1969,
-        and announced he would retire as an astronaut at that time. Ken Mattingly
-        was moved from the support crew into parallel training with Anders as backup
-        CMP in case Apollo 11 was delayed past its intended July launch date, at which
-        point Anders would be unavailable.[59]\nUnder the normal Apollo crew rotation,
-        Lovell, Mattingly, and Haise would have been assigned to Apollo 14. However,
-        because Alan Shepard had only recently returned to flight status and needed
-        additional training, NASA reassigned his crew to Apollo 14 and moved Lovell''s
-        crew up to fly Apollo 13 instead. Shortly before launch, Mattingly was replaced
-        by Jack Swigert due to concerns over possible measles exposure.[59]\nSupport
-        crew\nDuring Projects Mercury and Gemini, each mission had a prime and a backup
-        crew. For Apollo, NASA added a third group, the support crew. Their job was
-        to maintain the flight plan, checklists, and mission rules, and to keep the
-        prime and backup crews updated on any changes. They also developed procedures—especially
-        for emergencies, so that by the time the prime and backup crews entered the
-        simulators, they could focus on practicing and mastering them.[60] The support
-        crew for Apollo 11 was Mattingly, Ronald Evans, and Bill Pogue.[61]\nCapsule
-        communicators\nCAPCOM Charles Duke (left), with backup crewmembers Lovell
-        and Haise listening in during Apollo 11''s descent\nThe capsule communicator
-        (CAPCOM) was an astronaut stationed at the Mission Control Center in Houston,
-        Texas, and was typically the only person permitted to communicate directly
-        with the flight crew.[62] This practice ensured that messages came from someone
-        best able to understand the situation in the spacecraft and to relay guidance
-        from flight controllers as clearly as possible. For Apollo 11, the CAPCOMs
-        were backup and support crew members Anders, Evans, Haise, Lovell, and Mattingly,
-        along with Charles Duke, Owen Garriott, Don L. Lind, Bruce McCandless II,
-        and Harrison Schmitt.[61]\nFlight directors\nThe flight directors for this
-        mission were:[63][64][65][66][67][68]\nApollo 11 flight directors\nName\tShift\tTeam\tActivities\nClifford
-        E. Charlesworth\t1\tGreen\tLaunch and extravehicular activity (EVA)\nGerald
-        D. Griffin\t1\tGold\tBackup for shift 1\nGene Kranz\t2\tWhite\tLunar landing\nGlynn
-        Lunney\t3\tBlack\tLunar ascent\nMilton Windler\t4\tMaroon\tPlanning\nOther
-        key personnel\nOther key personnel who played important roles in the Apollo
-        11 mission include the following.[69]\nOther personnel\nName\tActivities\nFarouk
-        El-Baz\tGeologist, studied geology of the Moon, identified landing locations,
-        trained pilots\nKurt Debus\tRocket scientist, supervised construction of launch
-        pads and infrastructure\nJamye Flowers\tSecretary for astronauts\nEleanor
-        Foraker\tTailor who designed space suits\nJack Garman\tComputer engineer and
-        technician\nMillicent Goldschmidt\tMicrobiologist who designed aseptic lunar
-        material collection techniques and trained astronauts\nEldon C. Hall\tApollo
-        Guidance Computer hardware designer\nMargaret Hamilton\tOnboard flight computer
-        software engineer\nJohn Houbolt\tRoute planner\nGene Shoemaker\tGeologist
-        who trained astronauts in field geology\nBill Tindall\tCoordinated mission
-        techniques\nPreparations\nInsignia\nApollo 11 insignia\nThe Apollo 11 mission
-        emblem was designed by Collins, who wanted a symbol for \"peaceful lunar landing
-        by the United States\". At Lovell''s suggestion, he chose the bald eagle,
-        the national bird of the United States, as the symbol. Tom Wilson, a simulator
-        instructor, suggested an olive branch in its beak to represent their peaceful
-        mission. Collins added a lunar background with the Earth in the distance.
-        The sunlight in the image was coming from the wrong direction; the shadow
-        should have been in the lower part of the Earth instead of the left. Aldrin,
-        Armstrong and Collins decided the Eagle and the Moon would be in their natural
-        colors, and decided on a blue and gold border. Armstrong was concerned that
-        \"eleven\" would not be understood by non-English speakers, so they went with
-        \"Apollo 11\",[70] and they decided not to put their names on the patch, so
-        it would \"be representative of everyone who had worked toward a lunar landing\".[71]\nAn
-        illustrator at the Manned Spacecraft Center (MSC) did the artwork, which was
-        then sent off to NASA officials for approval.[70] The design was rejected.
-        Bob Gilruth, the director of the MSC felt the talons of the eagle looked \"too
-        warlike\".[72] After some discussion, the olive branch was moved to the talons.[72]
-        When the Eisenhower dollar coin was released in 1971, the patch design provided
-        the eagle for its reverse side.[73] The design was also used for the smaller
-        Susan B. Anthony dollar unveiled in 1979.[74]\nCall signs\nOriginal cockpit
-        of the command module (CM) with three seats, photographed from above. It is
-        located in the National Air and Space Museum, the very high resolution image
-        was produced in 2007 by the Smithsonian Institution.\nAfter the crew of Apollo
-        10 named their spacecraft Charlie Brown and Snoopy, assistant manager for
-        public affairs Julian Scheer wrote to George Low, the Manager of the Apollo
-        Spacecraft Program Office at the MSC, to suggest the Apollo 11 crew be less
-        flippant in naming their craft. The name Snowcone was used for the CM and
-        Haystack was used for the LM in both internal and external communications
-        during early mission planning.[75]\nThe LM was named Eagle after the motif
-        which was featured prominently on the mission insignia. At Scheer''s suggestion,
-        the CM was named Columbia after Columbiad, the giant cannon that launched
-        a spacecraft (also from Florida) in Jules Verne''s 1865 novel From the Earth
-        to the Moon. It also referred to Columbia, a historical name of the United
-        States.[76][77] In Collins'' 1976 book, he said Columbia was in reference
-        to Christopher Columbus.[78]\nMementos\nApollo 11 space-flown silver Robbins
-        medallion\nThe astronauts had personal preference kits (PPKs), small bags
-        containing personal items of significance they wanted to take with them on
-        the mission.[79] Five 0.5-pound (0.23 kg) PPKs were carried on Apollo 11:
-        three (one for each astronaut) were stowed on Columbia before launch, and
-        two on Eagle.[80]\nNeil Armstrong''s LM PPK contained a piece of wood from
-        the Wright brothers'' 1903 Wright Flyer''s left propeller and a piece of fabric
-        from its wing,[81] along with a diamond-studded astronaut pin originally given
-        to Slayton by the widows of the Apollo 1 crew. This pin had been intended
-        to be flown on that mission and given to Slayton afterwards, but following
-        the disastrous launch pad fire and subsequent funerals, the widows gave the
-        pin to Slayton. Armstrong took it with him on Apollo 11.[82]\nSite selection\nMap
-        of Moon showing prospective sites for Apollo 11. Site 2 was chosen.\nNASA''s
-        Apollo Site Selection Board announced five potential landing sites on February
-        8, 1968. These were the result of two years'' worth of studies based on high-resolution
-        photography of the lunar surface by the five uncrewed probes of the Lunar
-        Orbiter program and information about surface conditions provided by the Surveyor
-        program.[83] The best Earth-bound telescopes could not resolve features with
-        the resolution Project Apollo required.[84] The landing site had to be close
-        to the lunar equator to minimize the amount of propellant required, clear
-        of obstacles to minimize maneuvering, and flat to simplify the task of the
-        landing radar. Scientific value was not a consideration.[85]\nAreas that appeared
-        promising on photographs taken on Earth were often found to be totally unacceptable.
-        The original requirement that the site be free of craters had to be relaxed,
-        as no such site was found.[86] Five sites were considered: Sites 1 and 2 were
-        in the Sea of Tranquility (Mare Tranquillitatis); Site 3 was in the Central
-        Bay (Sinus Medii); and Sites 4 and 5 were in the Ocean of Storms (Oceanus
-        Procellarum).[83] The final site selection was based on seven criteria:\nThe
-        site needed to be smooth, with relatively few craters;\nwith approach paths
-        free of large hills, tall cliffs or deep craters that might confuse the landing
-        radar and cause it to issue incorrect readings;\nreachable with a minimum
-        amount of propellant;\nallowing for delays in the launch countdown;\nproviding
-        the Apollo spacecraft with a free-return trajectory, one that would allow
-        it to coast around the Moon and safely return to Earth without requiring any
-        engine firings should a problem arise on the way to the Moon;\nwith good visibility
-        during the landing approach, meaning the Sun would be between 7 and 20 degrees
-        behind the LM; and\na general slope of less than two degrees in the landing
-        area.[83]\nThe requirement for the Sun angle was particularly restrictive,
-        limiting the launch date to one day per month.[83] A landing just after dawn
-        was chosen to limit the temperature extremes the astronauts would experience.[87]
-        The Apollo Site Selection Board selected Site 2, with Sites 3 and 5 as backups
-        in the event of the launch being delayed. In May 1969, Apollo 10''s lunar
-        module flew to within 15 kilometers (9.3 mi) of Site 2, and reported it was
-        acceptable.[88][89]\nFirst-step decision\nDuring the first press conference
-        after the Apollo 11 crew was announced, the first question was, \"Which one
-        of you gentlemen will be the first man to step onto the lunar surface?\"[90][91]
-        Slayton told the reporter it had not been decided, and Armstrong added that
-        it was \"not based on individual desire\".[90]\nOne of the first versions
-        of the egress checklist had the lunar module pilot exit the spacecraft before
-        the commander, which matched what had been done on Gemini missions,[92] where
-        the commander had never performed the spacewalk.[93] Reporters wrote in early
-        1969 that Aldrin would be the first man to walk on the Moon, and Associate
-        Administrator George Mueller told reporters he would be first as well. Aldrin
-        heard that Armstrong would be the first because Armstrong was a civilian,
-        which made Aldrin livid. Aldrin attempted to persuade other Lunar Module pilots
-        he should be first, but they responded cynically about what they perceived
-        as a lobbying campaign. Attempting to stem interdepartmental conflict, Slayton
-        told Aldrin that Armstrong would be first since he was the commander. The
-        decision was announced in a press conference on April 14, 1969.[94]\nFor decades,
-        Aldrin believed the final decision was largely driven by the Lunar Module''s
-        hatch location. Because the astronauts had their spacesuits on and the spacecraft
-        was so small, maneuvering to exit the spacecraft was difficult. The crew tried
-        a simulation in which Aldrin left the spacecraft first, but he damaged the
-        simulator while attempting to egress. While this was enough for mission planners
-        to make their decision, Aldrin and Armstrong were left in the dark on the
-        decision until late spring.[95] Slayton told Armstrong the plan was to have
-        him leave the spacecraft first, if he agreed. Armstrong said, \"Yes, that''s
-        the way to do it.\"[96]\nThe media accused Armstrong of exercising his commander''s
-        prerogative to exit the spacecraft first.[97] Chris Kraft revealed in his
-        2001 autobiography that a meeting occurred between Gilruth, Slayton, Low,
-        and himself to make sure Aldrin would not be the first to walk on the Moon.
-        They argued that the first person to walk on the Moon should be like Charles
-        Lindbergh, a calm and quiet person. They made the decision to change the flight
-        plan so the commander was the first to egress from the spacecraft.[98]\nPre-launch\nSaturn
-        V SA-506, the rocket carrying the Apollo 11 spacecraft, moves out of the Vehicle
-        Assembly Building towards Launch Complex 39.\nThe ascent stage of LM-5 Eagle
-        arrived at the Kennedy Space Center on January 8, 1969, followed by the descent
-        stage four days later, and CSM-107 Columbia on January 23.[6] There were several
-        differences between Eagle and Apollo 10''s LM-4 Snoopy; Eagle had a VHF radio
-        antenna to facilitate communication with the astronauts during their EVA on
-        the lunar surface; a lighter ascent engine; more thermal protection on the
-        landing gear; and a package of scientific experiments known as the Early Apollo
-        Scientific Experiments Package (EASEP). The only change in the configuration
-        of the command module was the removal of some insulation from the forward
-        hatch.[99][100] The CSM was mated on January 29, and moved from the Operations
-        and Checkout Building to the Vehicle Assembly Building on April 14.[6]\nThe
-        S-IVB third stage of Saturn V AS-506 had arrived on January 18, followed by
-        the S-II second stage on February 6, S-IC first stage on February 20, and
-        the Saturn V Instrument Unit on February 27. At 12:30 on May 20, the 5,443-tonne
-        (5,357-long-ton; 6,000-short-ton) assembly departed the Vehicle Assembly Building
-        atop the crawler-transporter, bound for Launch Pad 39A, part of Launch Complex
-        39, while Apollo 10 was still on its way to the Moon. A countdown test commenced
-        on June 26, and concluded on July 2. The launch complex was floodlit on the
-        night of July 15, when the crawler-transporter carried the mobile service
-        structure back to its parking area.[6] In the early hours of the morning,
-        the fuel tanks of the S-II and S-IVB stages were filled with liquid hydrogen.[101]
-        Fueling was completed by three hours before launch.[102] Launch operations
-        were partly automated, with 43 programs written in the ATOLL programming language.[103]\nSlayton
-        roused the crew shortly after 04:00, and they showered, shaved, and had the
-        traditional pre-flight breakfast of steak and eggs with Slayton and the backup
-        crew. They then donned their space suits and began breathing pure oxygen.
-        At 06:30, they headed out to Launch Complex 39.[104] Haise entered Columbia
-        about three hours and ten minutes before launch time. Along with a technician,
-        he helped Armstrong into the left-hand couch at 06:54. Five minutes later,
-        Collins joined him, taking up his position on the right-hand couch. Finally,
-        Aldrin entered, taking the center couch.[102] Haise left around two hours
-        and ten minutes before launch.[105] The closeout crew sealed the hatch, and
-        the cabin was purged and pressurized. The closeout crew then left the launch
-        complex about an hour before launch time. The countdown became automated at
-        three minutes and twenty seconds before launch time.[102] Over 450 personnel
-        were at the consoles in the firing room.[101]\nMission\nLaunch and flight
-        to lunar orbit\nThe Apollo 11 Saturn V space vehicle lifts off with astronauts
-        Neil A. Armstrong, Michael Collins and Edwin E. Aldrin Jr. at 9:32 am. EDT
-        July 16, 1969, from Kennedy Space Center''s Launch Complex 39A.\nAn estimated
-        one million spectators watched the launch of Apollo 11 from the highways and
-        beaches in the vicinity of the launch site. Dignitaries included the Chief
-        of Staff of the United States Army, General William Westmoreland, four cabinet
-        members, 19 state governors, 40 mayors, 60 ambassadors and 200 congressmen.
-        Vice President Spiro Agnew viewed the launch with former president Lyndon
-        B. Johnson and his wife Lady Bird Johnson.[101][106] Around 3,500 media representatives
-        were present.[107] About two-thirds were from the United States; the rest
-        came from 55 other countries. The launch was televised live in 33 countries,
-        with an estimated 25 million viewers in the United States alone. Millions
-        more around the world listened to radio broadcasts.[106][101] President Richard
-        Nixon viewed the launch from his office in the White House with his NASA liaison
-        officer, Apollo astronaut Frank Borman.[108] Lodging near Cape Canaveral was
-        reported as being booked months ahead in advance for the launch by a Florida
-        newspaper.[109]\nSaturn V AS-506 launched Apollo 11 on July 16, 1969, at 13:32:00
-        UTC (9:32:00 EDT).[6] At 13.2 seconds into the flight, the launch vehicle
-        began to roll into its flight azimuth of 72.058°. Full shutdown of the first-stage
-        engines occurred about 2 minutes and 42 seconds into the mission, followed
-        by separation of the S-IC and ignition of the S-II engines. The second stage
-        engines then cut off and separated at about 9 minutes and 8 seconds, allowing
-        the first ignition of the S-IVB engine a few seconds later.[8]\nApollo 11
-        entered a near-circular Earth orbit at an altitude of 100.4 nautical miles
-        (185.9 km) by 98.9 nautical miles (183.2 km), twelve minutes into its flight.
-        After one and a half orbits, a second ignition of the S-IVB engine pushed
-        the spacecraft onto its trajectory toward the Moon with the trans-lunar injection
-        (TLI) burn at 16:22:13 UTC. About 30 minutes later, with Collins in the left
-        seat and at the controls, the transposition, docking, and extraction maneuver
-        was performed. This involved separating Columbia from the spent S-IVB stage,
-        turning around, and docking with Eagle still attached to the stage. After
-        the LM was extracted, the combined spacecraft headed for the Moon, while the
-        rocket stage flew on a trajectory past the Moon.[110][8] This was done to
-        avoid the third stage colliding with the spacecraft, the Earth, or the Moon.
-        A slingshot effect from passing around the Moon threw it into an orbit around
-        the Sun.[111]\nOn July 19 at 17:21:50 UTC, Apollo 11 passed behind the Moon
-        and fired its service propulsion engine to enter lunar orbit.[8][112] In the
-        thirty orbits that followed, the crew saw passing views of their landing site
-        in the southern Sea of Tranquility about 12 miles (19 km) southwest of the
-        crater Sabine D. The site was selected in part because it had been characterized
-        as relatively flat and smooth by the automated Ranger 8 and Surveyor 5 landers
-        and the Lunar Orbiter mapping spacecraft, and because it was unlikely to present
-        major landing or EVA challenges.[113] It lay about 25 kilometers (16 mi) southeast
-        of the Surveyor 5 landing site, and 68 kilometers (42 mi) southwest of Ranger
-        8''s crash site.[114]\nLunar descent\nColumbia in lunar orbit, photographed
-        from Eagle\nAt 12:52:00 UTC on July 20, Aldrin and Armstrong entered Eagle,
-        and began the final preparations for lunar descent.[8] At 17:44:00 Eagle separated
-        from Columbia.[13] Collins, alone aboard Columbia, inspected Eagle as it pirouetted
-        before him to ensure the craft was not damaged, and that the landing gear
-        was correctly deployed.[115][116] Armstrong exclaimed: \"The Eagle has wings!\"[116]\nAs
-        the descent began, Armstrong and Aldrin found themselves passing landmarks
-        on the surface two or three seconds early, and reported that they were \"long\";
-        they would land miles west of their target point. Eagle was traveling too
-        fast. The problem could have been mascons—concen­tra­tions of high mass in
-        a region or regions of the Moon''s crust that contains a gravitational anomaly,
-        potentially altering Eagle''s trajectory. Flight Director Gene Kranz speculated
-        that it could have resulted from extra air pressure in the docking tunnel,
-        or a result of Eagle''s pirouette maneuver.[117][118]\nFive minutes into the
-        descent burn, and 6,000 feet (1,800 m) above the surface of the Moon, the
-        LM guidance computer (LGC) distracted the crew with the first of several unexpected
-        1201 and 1202 program alarms. Inside Mission Control Center, computer engineer
-        Jack Garman told Guidance Officer Steve Bales it was safe to continue the
-        descent, and this was relayed to the crew. The program alarms indicated \"executive
-        overflows\", meaning the guidance computer could not complete all its tasks
-        in real-time and had to postpone some of them.[119][120] Margaret Hamilton,
-        the Director of Apollo Flight Computer Programming at the MIT Charles Stark
-        Draper Laboratory later recalled:\nEagle in lunar orbit photographed from
-        Columbia\nTo blame the computer for the Apollo 11 problems is like blaming
-        the person who spots a fire and calls the fire department. Actually, the computer
-        was programmed to do more than recognize error conditions. A complete set
-        of recovery programs was incorporated into the software. The software''s action,
-        in this case, was to eliminate lower priority tasks and re-establish the more
-        important ones. The computer, rather than almost forcing an abort, prevented
-        an abort. If the computer hadn''t recognized this problem and taken recovery
-        action, I doubt if Apollo 11 would have been the successful Moon landing it
-        was.[121]\nDuring the mission, the cause was diagnosed as the rendezvous radar
-        switch being in the wrong position, causing the computer to process data from
-        both the rendezvous and landing radars at the same time.[122][123] Software
-        engineer Don Eyles concluded in a 2005 Guidance and Control Conference paper
-        that the problem was due to a hardware design bug previously seen during testing
-        of the first uncrewed LM in Apollo 5. Having the rendezvous radar on (so it
-        was warmed up in case of an emergency landing abort) should have been irrelevant
-        to the computer, but an electrical phasing mismatch between two parts of the
-        rendezvous radar system could cause the stationary antenna to appear to the
-        computer as dithering back and forth between two positions, depending upon
-        how the hardware randomly powered up. The extra spurious cycle stealing, as
-        the rendezvous radar updated an involuntary counter, caused the computer alarms.[124]\nLanding\nDuration:
-        4 minutes and 30 seconds.\n4:30\nSubtitles available.\nCC\nArmstrong pilots
-        Eagle to its landing on the Moon, July 20, 1969.\nWhen Armstrong again looked
-        outside, he saw that the computer''s landing target was in a boulder-strewn
-        area just north and east of a 300-foot-diameter (91 m) crater (later determined
-        to be West crater), so he took semi-automatic control.[125][126] Armstrong
-        considered landing short of the boulder field so they could collect geological
-        samples from it, but could not since their horizontal velocity was too high.
-        Throughout the descent, Aldrin called out navigation data to Armstrong, who
-        was busy piloting Eagle. Now 107 feet (33 m) above the surface, Armstrong
-        knew their propellant supply was dwindling and was determined to land at the
-        first possible landing site.[127]\nArmstrong found a clear patch of ground
-        and maneuvered the spacecraft towards it. As he got closer, now 250 feet (76
-        m) above the surface, he discovered his new landing site had a crater in it.
-        He cleared the crater and found another patch of level ground. They were now
-        100 feet (30 m) from the surface, with only 90 seconds of propellant remaining.
-        Lunar dust kicked up by the LM''s engine began to impair his ability to determine
-        the spacecraft''s motion. Some large rocks jutted out of the dust cloud, and
-        Armstrong focused on them during his descent so he could determine the spacecraft''s
-        speed.[128]\nA light informed Aldrin that at least one of the 67-inch (170
-        cm) probes hanging from Eagle''s footpads had touched the surface a few moments
-        before the landing and he said: \"Contact light!\" Armstrong was supposed
-        to immediately shut the engine down, as the engineers suspected the pressure
-        caused by the engine''s own exhaust reflecting off the lunar surface could
-        make it explode, but he forgot. Three seconds later, Eagle landed and Armstrong
-        shut the engine down.[129] Aldrin immediately said \"Okay, engine stop. ACA—out
-        of detent.\" Armstrong acknowledged: \"Out of detent. Auto.\" Aldrin continued:
-        \"Mode control—both auto. Descent engine command override off. Engine arm—off.
-        413 is in.\"[130]\nLanding site relative to West crater\nACA was the Attitude
-        Control Assembly—the LM''s control stick. Output went to the LGC to command
-        the reaction control system (RCS) jets to fire. \"Out of Detent\" meant the
-        stick had moved away from its centered position; it was spring-centered like
-        the turn indicator in a car. Address 413 of the Abort Guidance System (AGS)
-        contained the variable that indicated the LM had landed.[10]\nEagle landed
-        at 20:17:40 UTC on Sunday July 20 with 216 pounds (98 kg) of usable fuel remaining.
-        Information available to the crew and mission controllers during the landing
-        showed the LM had enough fuel for another 25 seconds of powered flight before
-        an abort without touchdown would have become unsafe,[10][131] but post-mission
-        analysis showed that the real figure was probably closer to 50 seconds.[132]
-        Apollo 11 landed with less fuel than most subsequent missions, and the astronauts
-        encountered a premature low fuel warning. This was later found to be the result
-        of the propellant sloshing more than expected, uncovering a fuel sensor. On
-        subsequent missions, extra anti-slosh baffles were added to the tanks to prevent
-        this.[10]\nArmstrong acknowledged Aldrin''s completion of the post-landing
-        checklist with \"Engine arm is off\", before responding to the CAPCOM, Charles
-        Duke, with the words, \"Houston, Tranquility Base here. The Eagle has landed.\"
-        Armstrong''s unrehearsed change of call sign from \"Eagle\" to \"Tranquility
-        Base\" emphasized to listeners that landing was complete and successful.[133]
-        Duke expressed the relief at Mission Control: \"Roger, Twan—Tranquility, we
-        copy you on the ground. You got a bunch of guys about to turn blue. We''re
-        breathing again. Thanks a lot.\"[10][134]\n3-D view from the Lunar Reconnaissance
-        Orbiter (LRO) of Apollo 11 landing site\nTwo and a half hours after landing,
-        before preparations began for the EVA, Aldrin radioed to Earth:\nThis is the
-        LM pilot. I''d like to take this opportunity to ask every person listening
-        in, whoever and wherever they may be, to pause for a moment and contemplate
-        the events of the past few hours and to give thanks in his or her own way.[135]\nHe
-        then took communion privately. At this time NASA was still fighting a lawsuit
-        brought by atheist Madalyn Murray O''Hair (who had objected to the Apollo
-        8 crew reading from the Book of Genesis) demanding that their astronauts refrain
-        from broadcasting religious activities while in space. For this reason, Aldrin
-        chose to refrain from directly mentioning taking communion on the Moon. Aldrin
-        was an elder at the Webster Presbyterian Church, and his communion kit was
-        prepared by the pastor of the church, Dean Woodruff. Webster Presbyterian
-        possesses the chalice used on the Moon and commemorates the event each year
-        on the Sunday closest to July 20.[136] The schedule for the mission called
-        for the astronauts to follow the landing with a five-hour sleep period, but
-        they chose to begin preparations for the EVA early, thinking they would be
-        unable to sleep.[137]\nLunar surface operations\nPreparations for Neil Armstrong
-        and Buzz Aldrin to walk on the Moon began at 23:43 UTC.[13] These took longer
-        than expected; three and a half hours instead of two.[138] During training
-        on Earth, everything required had been neatly laid out in advance, but on
-        the Moon the cabin contained a large number of other items as well, such as
-        checklists, food packets, and tools.[139] Six hours and thirty-nine minutes
-        after landing, Armstrong and Aldrin were ready to go outside, and Eagle was
-        depressurized.[140]\nEagle''s hatch was opened at 02:39:33.[13] Armstrong
-        initially had some difficulties squeezing through the hatch with his portable
-        life support system (PLSS).[138] Some of the highest heart rates recorded
-        from Apollo astronauts occurred during LM egress and ingress.[141] At 02:51
-        Armstrong began his descent to the lunar surface. The remote-control unit
-        on his chest kept him from seeing his feet. Climbing down the nine-rung ladder,
-        Armstrong pulled a D-ring to deploy the modular equipment stowage assembly
-        (MESA) folded against Eagle''s side and activate the TV camera.[142][15]\nApollo
-        11 used slow-scan television (TV) incompatible with broadcast TV, so it was
-        displayed on a special monitor and a conventional TV camera viewed this monitor
-        (thus, a broadcast of a broadcast), significantly reducing the quality of
-        the picture.[143] The signal was received at Goldstone in the United States,
-        but with better fidelity by Honeysuckle Creek Tracking Station near Canberra
-        in Australia. Minutes later the feed was switched to the more sensitive Parkes
-        radio telescope in Australia.[144] Despite some technical and weather difficulties,
-        black and white images of the first lunar EVA were received and broadcast
-        to at least 600 million people on Earth.[144] Copies of this video in broadcast
-        format were saved and are widely available, but recordings of the original
-        slow scan source transmission from the lunar surface were likely destroyed
-        during routine magnetic tape re-use at NASA.[143]\nDuration: 1 minute and
-        2 seconds.\n1:02\nSubtitles available.\nCC\nVideo of Neil Armstrong and the
-        first step on the Moon\nThat''s one small step ...\nDuration: 8 seconds.\n0:08\nProblems
-        playing this file? See media help.\nAfter describing the surface dust as \"very
-        fine-grained\" and \"almost like a powder\",[15] at 02:56:15,[145] six and
-        a half hours after landing, Armstrong stepped off Eagle''s landing pad and
-        declared: \"That''s one small step for [a] man, one giant leap for mankind.\"[a][146][147]\nArmstrong
-        intended to say \"That''s one small step for a man\", but the word \"a\" is
-        not audible in the transmission, and thus was not initially reported by most
-        observers of the live broadcast. When later asked about his quote, Armstrong
-        said he believed he said \"for a man\", and subsequent printed versions of
-        the quote included the \"a\" in square brackets. One explanation for the absence
-        may be that his accent caused him to slur the words \"for a\" together; another
-        is the intermittent nature of the audio and video links to Earth, partly because
-        of storms near Parkes Observatory. A more recent digital analysis of the tape
-        claims to reveal the \"a\" may have been spoken but obscured by static. Other
-        analysis points to the claims of static and slurring as \"face-saving fabrication\",
-        and that Armstrong himself later admitted to misspeaking the line.[148][149][150]\nAbout
-        seven minutes after stepping onto the Moon''s surface, Armstrong collected
-        a contingency soil sample using a sample bag on a stick. He then folded the
-        bag and tucked it into a pocket on his right thigh. This was to guarantee
-        there would be some lunar soil brought back in case an emergency required
-        the astronauts to abandon the EVA and return to the LM.[151] Twelve minutes
-        after the sample was collected,[146] he removed the TV camera from the MESA
-        and made a panoramic sweep, then mounted it on a tripod.[138] The TV camera
-        cable remained partly coiled and presented a tripping hazard throughout the
-        EVA. Still photography was accomplished with a Hasselblad camera that could
-        be operated hand-held or mounted on Armstrong''s Apollo space suit.[152] Aldrin
-        joined Armstrong on the surface. He described the view with the simple phrase:
-        \"Magnificent desolation.\"[15]\nArmstrong said moving in the lunar gravity,
-        one-sixth of Earth''s, was \"even perhaps easier than the simulations ...
-        It''s absolutely no trouble to walk around.\"[15] Aldrin joined him on the
-        surface and tested methods for moving around, including two-footed kangaroo
-        hops. The PLSS backpack created a tendency to tip backward, but neither astronaut
-        had serious problems maintaining balance. Loping became the preferred method
-        of movement. The astronauts reported that they needed to plan their movements
-        six or seven steps ahead. The fine soil was quite slippery. Aldrin remarked
-        that moving from sunlight into Eagle''s shadow produced no temperature change
-        inside the suit, but the helmet was warmer in sunlight, so he felt cooler
-        in shadow.[15] The MESA failed to provide a stable work platform and was in
-        shadow, slowing work somewhat. As they worked, the moonwalkers kicked up gray
-        dust, which soiled the outer part of their suits.[152]\nAldrin salutes the
-        deployed United States flag on the lunar surface.\nThe astronauts planted
-        the Lunar Flag Assembly containing a flag of the United States on the lunar
-        surface, in clear view of the TV camera. Aldrin remembered, \"Of all the jobs
-        I had to do on the Moon the one I wanted to go the smoothest was the flag
-        raising.\"[153] But the astronauts struggled with the telescoping rod and
-        could only insert the pole about 2 inches (5 cm) into the hard lunar surface.
-        Aldrin was afraid it might topple in front of TV viewers, but gave \"a crisp
-        West Point salute\".[153] Before Aldrin could take a photo of Armstrong with
-        the flag, President Richard Nixon spoke to them through a telephone-radio
-        transmission, which Nixon called \"the most historic phone call ever made
-        from the White House.\"[154] Nixon originally had a long speech prepared to
-        read during the phone call, but Frank Borman, who was at the White House as
-        a NASA liaison during Apollo 11, convinced Nixon to keep his words brief.[155]\nNixon:
-        Hello, Neil and Buzz. I''m talking to you by telephone from the Oval Room
-        at the White House. And this certainly has to be the most historic telephone
-        call ever made from the White House. I just can''t tell you how proud we all
-        are of what you have done. For every American, this has to be the proudest
-        day of our lives. And for people all over the world, I am sure that they too
-        join with Americans in recognizing what an immense feat this is. Because of
-        what you have done, the heavens have become a part of man''s world. And as
-        you talk to us from the Sea of Tranquility, it inspires us to redouble our
-        efforts to bring peace and tranquility to Earth. For one priceless moment
-        in the whole history of man, all the people on this Earth are truly one: one
-        in their pride in what you have done, and one in our prayers that you will
-        return safely to Earth.\nArmstrong: Thank you, Mr. President. It''s a great
-        honor and privilege for us to be here, representing not only the United States,
-        but men of peace of all nations, and with interest and a curiosity, and men
-        with a vision for the future. It''s an honor for us to be able to participate
-        here today.\nNixon: Thank you very much, and I look forward, all of us look
-        forward, to seeing you on the Hornet on Thursday.[156][157]\nAldrin''s bootprint;
-        part of an experiment to test the properties of the lunar regolith\nThey deployed
-        the EASEP, which included a Passive Seismic Experiment Package used to measure
-        moonquakes and a retroreflector array used for the lunar laser ranging experiment.[158]
-        Then Armstrong walked 196 feet (60 m) from the LM to take photographs at the
-        rim of Little West Crater while Aldrin collected two core samples. He used
-        the geologist''s hammer to pound in the tubes—the only time the hammer was
-        used on Apollo 11—but was unable to penetrate more than 6 inches (15 cm) deep.
-        The astronauts then collected rock samples using scoops and tongs on extension
-        handles. Many of the surface activities took longer than expected, so they
-        had to stop documenting sample collection halfway through the allotted 34
-        minutes. Aldrin shoveled 6 kilograms (13 lb) of soil into the box of rocks
-        to pack them in tightly.[159] Two types of rocks were found in the geological
-        samples: basalt and breccia.[160] Three new minerals were discovered in the
-        rock samples collected by the astronauts: armalcolite, tranquillityite, and
-        pyroxferroite. Armalcolite was named after Armstrong, Aldrin, and Collins.
-        All have subsequently been found on Earth.[161]\nThe plaque left on the ladder
-        of Eagle\nWhile on the surface, Armstrong uncovered a plaque mounted on the
-        LM ladder, bearing two drawings of Earth (of the Western and Eastern Hemispheres),
-        an inscription, and signatures of the astronauts and President Nixon. The
-        inscription read:\nHere men from the planet Earth first set foot upon the
-        Moon July 1969, A. D. We came in peace for all mankind.[15]\nAt the behest
-        of the Nixon administration to add a reference to God, NASA included the vague
-        date as a reason to include A.D., which stands for Anno Domini (\"in the year
-        of our Lord\").[162]\nMission Control used a coded phrase to warn Armstrong
-        his metabolic rates were high, and that he should slow down. He was moving
-        rapidly from task to task as time ran out. As metabolic rates remained generally
-        lower than expected for both astronauts throughout the walk, Mission Control
-        granted the astronauts a 15-minute extension.[158] In a 2010 interview, Armstrong
-        explained that NASA limited the first moonwalk''s time and distance because
-        there was no empirical proof of how much cooling water the astronauts'' PLSS
-        backpacks would consume to handle their body heat generation while working
-        on the Moon.[163]\nLunar ascent\nAldrin entered Eagle first. With some difficulty
-        the astronauts lifted film and two sample boxes containing 21.55 kilograms
-        (47.5 lb) of lunar surface material to the LM hatch using a flat cable pulley
-        device called the Lunar Equipment Conveyor (LEC). This proved to be an inefficient
-        tool, and later missions preferred to carry equipment and samples up to the
-        LM by hand.[138] Armstrong reminded Aldrin of a bag of memorial items in his
-        sleeve pocket, and Aldrin tossed the bag down. Armstrong then jumped onto
-        the ladder''s third rung, and climbed into the LM. After transferring to LM
-        life support, the explorers lightened the ascent stage for the return to lunar
-        orbit by tossing out their PLSS backpacks, lunar overshoes, an empty Hasselblad
-        camera, and other equipment. The hatch was closed again at 05:11:13. They
-        then pressurized the LM and settled down to sleep.[164]\nAldrin next to the
-        Passive Seismic Experiment Package with the Lunar Module Eagle in the background\nPresidential
-        speech writer William Safire had prepared an In Event of Moon Disaster announcement
-        for Nixon to read in the event the Apollo 11 astronauts were stranded on the
-        Moon.[165] The remarks were in a memo from Safire to Nixon''s White House
-        Chief of Staff H. R. Haldeman, in which Safire suggested a protocol the administration
-        might follow in reaction to such a disaster.[166][167] According to the plan,
-        Mission Control would \"close down communications\" with the LM, and a clergyman
-        would \"commend their souls to the deepest of the deep\" in a public ritual
-        likened to burial at sea. The last line of the prepared text contained an
-        allusion to Rupert Brooke''s World War I poem \"The Soldier\".[167] The script
-        for the speech does not make reference to Collins; as he remained onboard
-        Columbia in orbit around the Moon, it was expected that he would be able to
-        return the module to Earth in the event of a mission failure.[168]\nWhile
-        moving inside the cabin, Aldrin accidentally damaged the circuit breaker that
-        would arm the main engine for liftoff from the Moon. There was a concern this
-        would prevent firing the engine, stranding them on the Moon. The nonconductive
-        tip of a Duro felt-tip pen[169] was sufficient to activate the switch.[164]\nAfter
-        more than 21\n+\n1⁄2 hours on the lunar surface, in addition to the scientific
-        instruments, the astronauts left behind: an Apollo 1 mission patch in memory
-        of astronauts Roger Chaffee, Gus Grissom, and Edward White, who died when
-        their command module caught fire during a test in January 1967; two memorial
-        medals of Soviet cosmonauts Vladimir Komarov and Yuri Gagarin, who died in
-        1967 and 1968 respectively; a memorial bag containing a gold replica of an
-        olive branch as a traditional symbol of peace; and a silicon message disk
-        carrying the goodwill statements by presidents Eisenhower, Kennedy, Johnson,
-        and Nixon along with messages from leaders of 73 countries around the world.[170]
-        The disk also carries a listing of the leadership of the US Congress, a listing
-        of members of the four committees of the House and Senate responsible for
-        the NASA legislation, and the names of NASA''s past and then-current top management.[171]\nMap
-        showing landing site and photos taken\nAfter about seven hours of rest, the
-        crew was awakened by Houston to prepare for the return flight. At that time,
-        unknown to them, some hundred kilometers away from them the Soviet probe Luna
-        15 was about to descend and impact. Despite having been known to be orbiting
-        the Moon at the same time, through a ground-breaking precautious goodwill
-        exchange of data, the mission control of Luna 15 unexpectedly hastened its
-        robotic sample-return mission, initiating descent, in an attempt to return
-        before Apollo 11.[172] Just two hours before Apollo 11''s launch Luna 15 crashed
-        at 15:50 UTC, with British astronomers monitoring Luna 15 and recording the
-        situation one commented: \"I say, this has really been drama of the highest
-        order\",[173] bringing the Space Race to a culmination.[174]\nRoughly two
-        hours later, at 17:54:00 UTC, the Apollo 11 crew on the surface safely lifted
-        off in Eagle''s ascent stage to rejoin Collins aboard Columbia in lunar orbit.[146]
-        Film taken from the LM ascent stage upon liftoff from the Moon reveals the
-        American flag, planted some 25 feet (8 m) from the descent stage, whipping
-        violently in the exhaust of the ascent stage engine. Aldrin looked up in time
-        to witness the flag topple: \"The ascent stage of the LM separated ... I was
-        concentrating on the computers, and Neil was studying the attitude indicator,
-        but I looked up long enough to see the flag fall over.\"[175] Subsequent Apollo
-        missions planted their flags farther from the LM.[176]\nColumbia in lunar
-        orbit\nDuring his day flying solo around the Moon, Collins never felt lonely.
-        Although it has been said \"not since Adam has any human known such solitude\",[177]
-        Collins felt very much a part of the mission. In his autobiography he wrote:
-        \"this venture has been structured for three men, and I consider my third
-        to be as necessary as either of the other two\".[177] In the 48 minutes of
-        each orbit when he was out of radio contact with the Earth while Columbia
-        passed round the far side of the Moon, the feeling he reported was not fear
-        or loneliness, but rather \"awareness, anticipation, satisfaction, confidence,
-        almost exultation\".[177]\nOne of Collins'' first tasks was to identify the
-        Lunar Module on the ground. To give Collins an idea where to look, Mission
-        Control radioed that they believed the Lunar Module landed about 4 miles (6.4
-        km) off target. Each time he passed over the suspected lunar landing site,
-        he tried in vain to find the module. On his first orbits on the back side
-        of the Moon, Collins performed maintenance activities such as dumping excess
-        water produced by the fuel cells and preparing the cabin for Armstrong and
-        Aldrin to return.[178]\nJust before he reached the dark side on the third
-        orbit, Mission Control informed Collins there was a problem with the temperature
-        of the coolant. If it became too cold, parts of Columbia might freeze. Mission
-        Control advised him to assume manual control and implement Environmental Control
-        System Malfunction Procedure 17. Instead, Collins flicked the switch on the
-        system from automatic to manual and back to automatic again, and carried on
-        with normal housekeeping chores, while keeping an eye on the temperature.
-        When Columbia came back around to the near side of the Moon again, he was
-        able to report that the problem had been resolved. For the next couple of
-        orbits, he described his time on the back side of the Moon as \"relaxing\".
-        After Aldrin and Armstrong completed their EVA, Collins slept so he could
-        be rested for the rendezvous. While the flight plan called for Eagle to meet
-        up with Columbia, Collins was prepared for a contingency in which he would
-        fly Columbia down to meet Eagle.[179]\nReturn\nEagle''s ascent stage approaching
-        Columbia\nEagle rendezvoused with Columbia at 21:24 UTC on July 21, and the
-        two docked at 21:35. Eagle''s ascent stage was jettisoned into lunar orbit
-        at 23:41.[9] Just before the Apollo 12 flight, it was noted that Eagle was
-        still likely to be orbiting the Moon. Later NASA reports mentioned that Eagle''s
-        orbit had decayed, resulting in it impacting in an \"uncertain location\"
-        on the lunar surface.[180] In 2021, however, some calculations show that the
-        lander may still be in orbit.[181]\nOn July 23, the last night before splashdown,
-        the three astronauts made a television broadcast in which Collins commented:
-        \"All this is possible only through the blood, sweat, and tears of a number
-        of people ... All you see is the three of us, but beneath the surface are
-        thousands and thousands of others, and to all of those, I would like to say,
-        ''Thank you very much''.\"[182] Aldrin added: \"This has been far more than
-        three men on a mission to the Moon; more, still, than the efforts of a government
-        and industry team; more, even, than the efforts of one nation. We feel that
-        this stands as a symbol of the insatiable curiosity of all mankind to explore
-        the unknown ...\"[182]\nArmstrong concluded:\nThe responsibility for this
-        flight lies first with history and with the giants of science who have preceded
-        this effort; next with the American people, who have, through their will,
-        indicated their desire; next with four administrations and their Congresses,
-        for implementing that will; and then, with the agency and industry teams that
-        built our spacecraft, the Saturn, the Columbia, the Eagle, and the little
-        EMU, the spacesuit and backpack that was our small spacecraft out on the lunar
-        surface. We would like to give special thanks to all those Americans who built
-        the spacecraft; who did the construction, design, the tests, and put their
-        hearts and all their abilities into those craft. To those people tonight,
-        we give a special thank you, and to all the other people that are listening
-        and watching tonight, God bless you. Good night from Apollo 11.[182]\nOn the
-        return to Earth, a bearing at the Guam tracking station failed, potentially
-        preventing communication on the last segment of the Earth return. A regular
-        repair was not possible in the available time but the station director, Charles
-        Force, had his ten-year-old son Greg use his small hands to reach into the
-        housing and pack it with grease. Greg was later thanked by Armstrong.[183]\nSplashdown
-        and quarantine\nColumbia floats on the ocean as Navy divers assist in retrieving
-        the astronauts.\nThe aircraft carrier USS Hornet, under the command of Captain
-        Carl J. Seiberlich,[184] was selected as the primary recovery ship (PRS) for
-        Apollo 11 on June 5, replacing her sister ship, the LPH USS Princeton, which
-        had recovered Apollo 10 on May 26. Hornet was then at her home port of Long
-        Beach, California.[185] On reaching Pearl Harbor on July 5, Hornet embarked
-        the Sikorsky SH-3 Sea King helicopters of HS-4, a unit which specialized in
-        recovery of Apollo spacecraft, specialized divers of UDT Detachment Apollo,
-        a 35-man NASA recovery team, and about 120 media representatives. To make
-        room, most of Hornet''s air wing was left behind in Long Beach. Special recovery
-        equipment was also loaded, including a boilerplate command module used for
-        training.[186]\nOn July 12, with Apollo 11 still on the launch pad, Hornet
-        departed Pearl Harbor for the recovery area in the central Pacific,[187] in
-        the vicinity of 10°36′N 172°24′E.[188] A presidential party consisting of
-        Nixon, Borman, Secretary of State William P. Rogers and National Security
-        Advisor Henry Kissinger flew to Johnston Atoll on Air Force One, then to the
-        command ship USS Arlington in Marine One. After a night on board, they would
-        fly to Hornet in Marine One for a few hours of ceremonies. On arrival aboard
-        Hornet, the party was greeted by the Commander-in-Chief, Pacific Command (CINCPAC),
-        Admiral John S. McCain Jr., and NASA Administrator Thomas O. Paine, who flew
-        to Hornet from Pago Pago in one of Hornet''s carrier onboard delivery aircraft.[189]\nWeather
-        satellites were not yet common, but US Air Force Captain Hank Brandli had
-        access to top-secret spy satellite images. He realized that a storm front
-        was headed for the Apollo recovery area. Poor visibility which could make
-        locating the capsule difficult, and strong upper-level winds which \"would
-        have ripped their parachutes to shreds\" according to Brandli, posed a serious
-        threat to the safety of the mission.[190] Brandli alerted Navy Captain Willard
-        S. Houston Jr., the commander of the Fleet Weather Center at Pearl Harbor,
-        who had the required security clearance. On their recommendation, Rear Admiral
-        Donald C. Davis, commander of Manned Spaceflight Recovery Forces, Pacific,
-        advised NASA to change the recovery area, each man risking his career. A new
-        location was selected 215 nautical miles (398 km) northeast.[191][192]\nThis
-        altered the flight plan. A different sequence of computer programs was used,
-        one never before attempted. In a conventional entry, trajectory event P64
-        was followed by P67. For a skip-out re-entry, P65 and P66 were employed to
-        handle the exit and entry parts of the skip. In this case, because they were
-        extending the re-entry but not actually skipping out, P66 was not invoked
-        and instead, P65 led directly to P67. The crew were also warned they would
-        not be in a full-lift (heads-down) attitude when they entered P67.[191] The
-        first program''s acceleration subjected the astronauts to 6.5 standard gravities
-        (64 m/s2); the second, to 6.0 standard gravities (59 m/s2).[193]\nBefore dawn
-        on July 24, Hornet launched four Sea King helicopters and three Grumman E-1
-        Tracers. Two of the E-1s were designated as \"air boss\" while the third acted
-        as a communications relay aircraft. Two of the Sea Kings carried divers and
-        recovery equipment. The third carried photographic equipment, and the fourth
-        carried the decontamination swimmer and the flight surgeon.[194] At 16:44
-        UTC (05:44 local time) Columbia''s drogue parachutes were deployed. This was
-        observed by the helicopters. Seven minutes later Columbia struck the water
-        forcefully 2,660 km (1,440 nmi) east of Wake Island, 380 km (210 nmi) south
-        of Johnston Atoll, and 24 km (13 nmi) from Hornet,[9][191] at 13°19′N 169°9′W.[195]
-        82 °F (28 °C) with 6 feet (1.8 m) seas and winds at 17 knots (31 km/h; 20
-        mph) from the east were reported under broken clouds at 1,500 feet (460 m)
-        with visibility of 10 nautical miles (19 km; 12 mi) at the recovery site.[196]
-        Reconnaissance aircraft flying to the original splashdown location reported
-        the conditions Brandli and Houston had predicted.[197]\nDuring splashdown,
-        Columbia landed upside down but was righted within ten minutes by flotation
-        bags activated by the astronauts.[198] A diver from the Navy helicopter hovering
-        above attached a sea anchor to prevent it from drifting.[199] More divers
-        attached flotation collars to stabilize the module and positioned rafts for
-        astronaut extraction.[200]\nCrew of Apollo 11 in quarantine after returning
-        to Earth, visited by Richard Nixon\nApollo 11 Mobile Quarantine Facility on
-        display at the Steven F. Udvar-Hazy Center in Virginia in 2009\nThe divers
-        then passed biological isolation garments (BIGs) to the astronauts, and assisted
-        them into the life raft. The possibility of bringing back pathogens from the
-        lunar surface was considered remote, but NASA took precautions at the recovery
-        site. The astronauts were rubbed down with a sodium hypochlorite solution
-        and Columbia wiped with Povidone-iodine to remove any lunar dust that might
-        be present. The astronauts were winched on board the recovery helicopter.
-        BIGs were worn until they reached isolation facilities on board Hornet. The
-        raft containing decontamination materials was intentionally sunk.[198]\nAfter
-        touchdown on Hornet at 17:53 UTC, the helicopter was lowered by the elevator
-        into the hangar bay, where the astronauts walked the 30 feet (9.1 m) to the
-        mobile quarantine facility (MQF), where they would begin the Earth-based portion
-        of their 21 days of quarantine.[201] This practice would continue for two
-        more Apollo missions, Apollo 12 and Apollo 14, before the Moon was proven
-        to be barren of life, and the quarantine process dropped.[202][203] Nixon
-        welcomed the astronauts back to Earth. He told them: \"[A]s a result of what
-        you''ve done, the world has never been closer together before.\"[204]\nAfter
-        Nixon departed, Hornet was brought alongside the 5-short-ton (4.5 t) Columbia,
-        which was lifted aboard by the ship''s crane, placed on a dolly and moved
-        next to the MQF. It was then attached to the MQF with a flexible tunnel, allowing
-        the lunar samples, film, data tapes and other items to be removed. Hornet
-        returned to Pearl Harbor, where the MQF was loaded onto a Lockheed C-141 Starlifter
-        and airlifted to the Manned Spacecraft Center. The astronauts arrived at the
-        Lunar Receiving Laboratory at 10:00 UTC on July 28. Columbia was taken to
-        Ford Island for deactivation, and its pyrotechnics made safe. It was then
-        taken to Hickham Air Force Base, from whence it was flown to Houston in a
-        Douglas C-133 Cargomaster, reaching the Lunar Receiving Laboratory on July
-        30.[205]\nIn accordance with the Extra-Terrestrial Exposure Law, a set of
-        regulations promulgated by NASA on July 16 to codify its quarantine protocol,[206]
-        the astronauts continued in quarantine. After three weeks in confinement (first
-        in the Apollo spacecraft, then in their trailer on Hornet, and finally in
-        the Lunar Receiving Laboratory), the astronauts were given a clean bill of
-        health.[207] On August 10, 1969, the Interagency Committee on Back Contamination
-        met in Atlanta and lifted the quarantine on the astronauts, on those who had
-        joined them in quarantine (NASA physician William Carpentier and MQF project
-        engineer John Hirasaki),[208] and on Columbia itself. Loose equipment from
-        the spacecraft remained in isolation until the lunar samples were released
-        for study.[209]\nAugust 13, 1969 - New York City\nCelebrations\nFollowing
-        their return to Earth, the Apollo 11 crew received widespread international
-        acclaim. On August 13, 1969, astronauts Neil Armstrong, Buzz Aldrin, and Michael
-        Collins were honored with ticker-tape parades in New York City and Chicago,
-        with an estimated six million people lining the streets.[210] That evening,
-        a state dinner was held in Los Angeles at the Century Plaza Hotel to commemorate
-        the historic achievement. The event was attended by members of Congress, 44
-        state governors, Chief Justice of the United States Warren E. Burger and his
-        predecessor Earl Warren, as well as ambassadors from 83 nations. President
-        Richard Nixon and Vice President Spiro Agnew awarded each astronaut the Presidential
-        Medal of Freedom, the highest civilian honor in the United States.[211]\nApollo
-        11 Astronauts - New York City - August 13, 1969\nOn September 16, the astronauts
-        addressed a joint session of Congress, where they presented two American flags—one
-        to the House of Representatives and one to the Senate—that had traveled to
-        the lunar surface aboard Eagle.[212]\nOne of the mission flags carried aboard
-        the flight—the Flag of American Samoa—was later displayed at the Jean P. Haydon
-        Museum in Pago Pago, the capital of American Samoa, recognizing the territory’s
-        support role as a recovery staging area.[213]\nTerrazzo tribute to Apollo
-        11 astronauts on the Hollywood Walk of Fame.\nThe celebrations continued with
-        a 38-day world goodwill tour titled “Giant Leap”, which began on September
-        29 and concluded on November 5, 1969. The astronauts visited 22 countries
-        and met with numerous heads of state, prime ministers, royalty, and civic
-        leaders.[214] The tour, intended to thank the international community for
-        their support of the space program, began in Mexico City and ended in Tokyo.[215]
-        Notable stops included Bogotá, Buenos Aires, Rio de Janeiro, Madrid, Paris,
-        Amsterdam, Brussels, London, Rome, Belgrade, Tehran, Mumbai, Bangkok, Sydney,
-        Guam, and Honolulu.[216] Crowds in the tens or hundreds of thousands gathered
-        to greet the astronauts in each city.\nNumerous countries and organizations
-        honored the Moon landing by issuing special commemorative items. These included
-        postage stamps, coins, medals, plaques, and magazine features. TIME, National
-        Geographic, LIFE, and dozens of international publications featured the astronauts
-        on their covers. Many of these commemoratives are now held in public and private
-        collections, and some were placed aboard later Apollo missions in symbolic
-        tribute.[217]\nAdditionally, the success of Apollo 11 contributed to a brief
-        spike in interest in science and technology education, often referred to as
-        the “Apollo effect,” influencing a generation of engineers and scientists.[218]\n8-Day
-        NASA Mission timeline [9-Days]\nDate \u0026 Mission Day\t\nhide\nSummary \u0026
-        Milestones\nLaunch and Translunar Flight\nJuly 16, 1969 (Day 1)\tMission Day
-        1 (Launch from Earth) Summary\n(All times are in Earth-based Eastern Standard
-        Time (EST)\nLiftoff at 09:32 EST (13:32 UTC) from Kennedy Space Center LC-39A\nPassed
-        through Earth''s atmosphere ~09:36 EST\nReached Earth orbit at ~09:44 EST
-        (~12 minutes after launch)\nTrans-lunar injection burn began at ~12:22 EST\nEscaped
-        Earth''s gravitational influence at ~16:16 EST\nCarried goodwill disc from
-        73 nations and Apollo 1 tribute\nBackup crew: Lovell, Haise, Anders\nSignificant
-        radio and television communications relayed to NASA''s Manned Spacecraft Center\nJuly
-        17, 1969 (Day 2)\tMission Day 2 (En Route to the Moon) Summary\nFirst live
-        television broadcast from space at 03:58 EST\nMid-course correction maneuver
-        completed\nCrew ate first hot meals in space\nCollins noted a minor booster
-        vibration\nContinued communication via Deep Space Network\nJuly 18, 1969 (Day
-        3)\t\nMission Day 3 (Final System Checks) Summary\nLunar Module Eagle inspected
-        through tunnel\nSecond television broadcast\nArmstrong: Earth is a “beautiful
-        oasis in space”\nCommand Module (CM) humorously renamed \"the spacecraft formerly
-        known as Columbia\"\nLunar Orbit and Surface Operations\nJuly 19, 1969 (Day
-        4)\t\nMission Day 4 (Enter Lunar Orbit) Summary\nEntered Moon''s gravitational
-        sphere ~13:22 EST\nLunar orbit insertion (LOI) burn executed behind the Moon\nlunar
-        orbits completed\nSea of Tranquility confirmed as landing site\nPhotographic
-        reconnaissance by Collins\nJULY 20, 1969 (DAY 5)\t\nMission Day 5 (Moon Landing
-        and First Moonwalk) Summary\nLunar Module (LM) Eagle undocked; descent initiated;
-        1202 program alarm resolved\nLANDED AT 16:17 EST – “THE EAGLE HAS LANDED”\nFirst
-        extravehicular activity (EVA): Armstrong and Aldrin began moonwalk at 22:56
-        EST\n\"That''s one small step...\" / \"Magnificent desolation\"\nU.S. flag
-        planted, experiments deployed\n21.5 kg of lunar material collected\nBroadcast
-        watched live by an estimated 600 million people worldwide, one of the most
-        significant television events of the 20th century\nJuly 21, 1969 (Day 6)\t\nMission
-        Day 6 (Lunar Liftoff and Docking) Summary\nLunar module (LM) ascent from Moon
-        at 13:54 EST\nDocking with Command Module successful\nLM jettisoned into lunar
-        orbit (final crash site unknown)\nReturn to Earth\nJuly 22, 1969 (Day 7)\t\nMission
-        Day 7 (Begin Return to Earth) Summary\nTrans-Earth injection burn initiated\nRoutine
-        television and radio updates continued\nCrew demonstrated weightlessness\nLunar
-        dust noted to smell like “wet ashes”\nJuly 23, 1969 (Day 8)\t\nMission Day
-        8 (Final Space Day) Summary\nFinal television broadcast: reflections and gratitude
-        shared at 21:17 EST\nCrew donned biological isolation garments\nFinal reentry
-        checks and orientation\nJuly 24, 1969 (Day 9)\tMission Day 9 (Splashdown and
-        Recovery) Summary\nReentry began ~12:35 EST\nSplashdown at 12:50 EST in the
-        Pacific Ocean\nRecovery by USS Hornet\nCrew entered Mobile Quarantine Facility
-        (MQF); greeted by President Nixon\nTotal mission duration: 8 days, 3 hours,
-        18 minutes\nLegacy\nCultural significance\nMain article: Apollo 11 in popular
-        culture\nA girl holding The Washington Post newspaper stating \"''The Eagle
-        Has Landed'' – Two Men Walk on the Moon\"\nHumans walking on the Moon and
-        returning safely to Earth accomplished Kennedy''s goal set eight years earlier.
-        In Mission Control during the Apollo 11 landing, Kennedy''s speech flashed
-        on the screen, followed by the words \"TASK ACCOMPLISHED, July 1969\".[219]
-        The success of Apollo 11 demonstrated the United States'' technological superiority;[219]
-        and with the success of Apollo 11, America had won the Space Race.[220][221]\nNew
-        phrases permeated into the English language. \"If they can send a man to the
-        Moon, why can''t they ...?\" became a common saying following Apollo 11.[222]
-        Armstrong''s words on the lunar surface also spun off various parodies.[220]\nWhile
-        most people celebrated the accomplishment, disenfranchised Americans saw it
-        as a symbol of the divide in America, evidenced by protesters led by Ralph
-        Abernathy outside of Kennedy Space Center the day before Apollo 11 launched.[223]
-        NASA Administrator Thomas Paine met with Abernathy at the occasion, both hoping
-        that the space program can spur progress also in other regards, such as poverty
-        in the US.[224] Paine was then asked, and agreed, to host protesters as spectators
-        at the launch,[224] and Abernathy, awestruck by the spectacle,[107] prayed
-        for the astronauts.[224] Racial and financial inequalities frustrated citizens
-        who wondered why money spent on the Apollo program was not spent taking care
-        of humans on Earth. A poem by Gil Scott-Heron called \"Whitey on the Moon\"
-        (1970) illustrated the racial inequality in the United States that was highlighted
-        by the Space Race.[220][225][226] The poem starts with:\nA rat done bit my
-        sister Nell.\n(with Whitey on the moon)\nHer face and arms began to swell.\n(and
-        Whitey''s on the moon)\nI can''t pay no doctor bill.\n(but Whitey''s on the
-        moon)\nTen years from now I''ll be paying still.\n(while Whitey''s on the
-        moon)\n[...][226]\nTwenty percent of the world''s population watched humans
-        walk on the Moon for the first time.[227] While Apollo 11 sparked the interest
-        of the world, the follow-on Apollo missions did not hold the interest of the
-        nation.[219] One possible explanation was the shift in complexity. Landing
-        someone on the Moon was an easy goal to understand; lunar geology was too
-        abstract for the average person. Another is that Kennedy''s goal of landing
-        humans on the Moon had already been accomplished.[228] A well-defined objective
-        helped Project Apollo accomplish its goal, but after it was completed it was
-        hard to justify continuing the lunar missions.[229][230]\nWhile most Americans
-        were proud of their nation''s achievements in space exploration, only once
-        during the late 1960s did the Gallup Poll indicate that a majority of Americans
-        favored \"doing more\" in space as opposed to \"doing less\". By 1973, 59
-        percent of those polled favored cutting spending on space exploration. The
-        Space Race had been won, and Cold War tensions were easing as the US and Soviet
-        Union entered the era of détente. This was also a time when inflation was
-        rising, which put pressure on the government to reduce spending. The space
-        program was saved due to the perception that it was one of the few government
-        programs that had achieved something great. Drastic cuts, warned Caspar Weinberger,
-        the deputy director of the Office of Management and Budget, might send a signal
-        that \"our best years are behind us\".[231]\nAfter the Apollo 11 mission,
-        officials from the Soviet Union said landing humans on the Moon was dangerous
-        and unnecessary. At the time the Soviet Union was attempting to retrieve lunar
-        samples robotically. The Soviets publicly denied there was a race to the Moon,
-        and indicated they were not making an attempt.[232] Mstislav Keldysh said
-        in July 1969, \"We are concentrating wholly on the creation of large satellite
-        systems.\" It was revealed in 1989 that the Soviets had tried to send people
-        to the Moon, but were unable due to technological difficulties.[233] The public''s
-        reaction in the Soviet Union was mixed. The Soviet government limited the
-        release of information about the lunar landing, which affected the reaction.
-        A portion of the populace did not give it any attention, and another portion
-        was angered by it.[234]\nThe Apollo 11 landing is referenced in the songs
-        \"Armstrong, Aldrin and Collins\" by the Byrds on the 1969 album Ballad of
-        Easy Rider, \"Coon on the Moon\" by Howlin'' Wolf on the 1973 album The Back
-        Door Wolf, and \"One Small Step\" by Ayreon on the 2000 album Universal Migrator
-        Part 1: The Dream Sequencer.\nSpacecraft\nColumbia on display in the Milestones
-        of Flight exhibition hall at the National Air and Space Museum\nThe command
-        module Columbia went on a tour of the United States, visiting 49 state capitals,
-        the District of Columbia, and Anchorage, Alaska.[235] In 1971, it was transferred
-        to the Smithsonian Institution, and was displayed at the National Air and
-        Space Museum (NASM) in Washington, DC.[236] It was in the central Milestones
-        of Flight exhibition hall in front of the Jefferson Drive entrance, sharing
-        the main hall with other pioneering flight vehicles such as the Wright Flyer,
-        Spirit of St. Louis, Bell X-1, North American X-15 and Friendship 7.[237]\nColumbia
-        was moved in 2017 to the NASM Mary Baker Engen Restoration Hangar at the Steven
-        F. Udvar-Hazy Center in Chantilly, Virginia, to be readied for a four-city
-        tour titled Destination Moon: The Apollo 11 Mission. This included Space Center
-        Houston from October 14, 2017, to March 18, 2018, the Saint Louis Science
-        Center from April 14 to September 3, 2018, the Senator John Heinz History
-        Center in Pittsburgh from September 29, 2018, to February 18, 2019, and its
-        last location at Museum of Flight in Seattle from March 16 to September 2,
-        2019.[236][238] Continued renovations at the Smithsonian allowed time for
-        an additional stop for the capsule, and it was moved to the Cincinnati Museum
-        Center. The ribbon cutting ceremony was on September 29, 2019.[239]\nFor 40
-        years Armstrong''s and Aldrin''s space suits were displayed in the museum''s
-        Apollo to the Moon exhibit,[240] until it permanently closed on December 3,
-        2018, to be replaced by a new gallery which was scheduled to open in 2022.
-        A special display of Armstrong''s suit was unveiled for the 50th anniversary
-        of Apollo 11 in July 2019.[241][242] The quarantine trailer, the flotation
-        collar and the flotation bags are in the Smithsonian''s Steven F. Udvar-Hazy
-        Center annex near Washington Dulles International Airport in Chantilly, Virginia,
-        where they are on display along with a test lunar module.[243][244][245]\nArmstrong''s
-        space suit on display at the National Air and Space Museum in its new exhibit\nThe
-        descent stage of the LM Eagle remains on the Moon. In 2009, the Lunar Reconnaissance
-        Orbiter (LRO) imaged the various Apollo landing sites on the surface of the
-        Moon, for the first time with sufficient resolution to see the descent stages
-        of the lunar modules, scientific instruments, and foot trails made by the
-        astronauts.[246]\nThe remains of the ascent stage are assumed to lie at an
-        unknown location on the lunar surface. The ascent stage, Eagle, was not tracked
-        after it was jettisoned. The lunar gravity field is sufficiently non-uniform
-        to make low Moon orbits unstable after a short time, leading the orbiting
-        object to impact the surface.[247] However, using a program developed by NASA,
-        and high-resolution lunar gravity data, a paper was published, in 2021, indicating
-        that Eagle might still be in orbit as late as 2020. Using the orbital elements
-        published by NASA, a Monte Carlo method was used to generate parameter sets
-        that bracket the uncertainties in these elements. All simulations, of the
-        orbit, predicted that Eagle would never impact the lunar surface.[248]\nF-1
-        Engine Injector Plate on temporary display at the Cincinnati Museum Center
-        in 2019\nIn March 2012 a team of specialists financed by Amazon founder Jeff
-        Bezos located the F-1 engines from the S-IC stage that launched Apollo 11
-        into space. They were found on the Atlantic seabed using advanced sonar scanning.[249]
-        His team brought parts of two of the five engines to the surface. In July
-        2013, a conservator discovered a serial number under the rust on one of the
-        engines raised from the Atlantic, which NASA confirmed was from Apollo 11.[250][251]
-        The S-IVB third stage which performed Apollo 11''s trans-lunar injection remains
-        in a solar orbit near to that of Earth.[252]\nPieces of fabric and wood from
-        the first airplane, the 1903 Wright Flyer, traveled to the Moon in Apollo
-        11''s Lunar Module Eagle and are displayed at the Wright Brothers National
-        Memorial.\nMoon rocks\nThe main repository for the Apollo Moon rocks is the
-        Lunar Sample Laboratory Facility at the Lyndon B. Johnson Space Center in
-        Houston, Texas. For safekeeping, there is also a smaller collection stored
-        at White Sands Test Facility near Las Cruces, New Mexico. Most of the rocks
-        are stored in nitrogen to keep them free of moisture. They are handled only
-        indirectly, using special tools. Over 100 research laboratories worldwide
-        conduct studies of the samples; approximately 500 samples are prepared and
-        sent to investigators every year.[253][254]\nIn November 1969, Nixon asked
-        NASA to make up about 250 presentation Apollo 11 lunar sample displays for
-        135 nations, the fifty states of the United States and its possessions, and
-        the United Nations. Each display included Moon dust from Apollo 11 and flags,
-        including one of the Soviet Union, taken along by Apollo 11. The rice-sized
-        particles were four small pieces of Moon soil weighing about 50 mg and were
-        enveloped in a clear acrylic button about as big as a United States half-dollar
-        coin. This acrylic button magnified the grains of lunar dust. Nixon gave the
-        Apollo 11 lunar sample displays as goodwill gifts in 1970.[255][256]\nExperiment
-        results\nThe Passive Seismic Experiment ran until the command uplink failed
-        on August 25, 1969. The downlink failed on December 14, 1969.[257] As of 2018,
-        the Lunar Laser Ranging experiment remains operational.[258]\nMoonwalk camera\nThe
-        Hasselblad camera used during the moonwalk was thought to be lost or left
-        on the Moon surface.[259]\nLunar Module Eagle memorabilia\nIn 2015, after
-        Armstrong died in 2012, his widow contacted the National Air and Space Museum
-        to inform them she had found a white cloth bag in one of Armstrong''s closets.
-        The bag contained various items, which should have been left behind in the
-        Lunar Module Eagle, including the 16mm Data Acquisition Camera that had been
-        used to capture images of the first Moon landing.[260][261] The camera is
-        currently on display at the National Air and Space Museum.[262]\nAnniversary
-        events\nFurther information: Apollo 11 anniversaries\n40th anniversary\nColumbia
-        at the Mary Baker Engen Restoration Hangar\nOn July 15, 2009, Life.com released
-        a photo gallery of previously unpublished photos of the astronauts taken by
-        Life photographer Ralph Morse prior to the Apollo 11 launch.[263] From July
-        16 to 24, 2009, NASA streamed the original mission audio on its website in
-        real time 40 years to the minute after the events occurred.[264] It is in
-        the process of restoring the video footage and has released a preview of key
-        moments.[265] In July 2010, air-to-ground voice recordings and film footage
-        shot in Mission Control during the Apollo 11 powered descent and landing was
-        re-synchronized and released for the first time.[266] The John F. Kennedy
-        Presidential Library and Museum set up an Adobe Flash website that rebroadcasts
-        the transmissions of Apollo 11 from launch to landing on the Moon.[267]\nOn
-        July 20, 2009, Armstrong, Aldrin, and Collins met with President Barack Obama
-        at the White House.[268] \"We expect that there is, as we speak, another generation
-        of kids out there who are looking up at the sky and are going to be the next
-        Armstrong, Collins, and Aldrin\", Obama said. \"We want to make sure that
-        NASA is going to be there for them when they want to take their journey.\"[269]
-        On August 7, 2009, an act of Congress awarded the three astronauts a Congressional
-        Gold Medal, the highest civilian award in the United States. The bill was
-        sponsored by Florida Senator Bill Nelson and Florida Representative Alan Grayson.[270][271]\nA
-        group of British scientists interviewed as part of the anniversary events
-        reflected on the significance of the Moon landing:\nIt was carried out in
-        a technically brilliant way with risks taken ... that would be inconceivable
-        in the risk-averse world of today ... The Apollo programme is arguably the
-        greatest technical achievement of mankind to date ... nothing since Apollo
-        has come close [to] the excitement that was generated by those astronauts—Armstrong,
-        Aldrin and the 10 others who followed them.[272]\n50th anniversary\nFurther
-        information: Apollo 11 50th Anniversary commemorative coins\nOn June 10, 2015,
-        Congressman Bill Posey introduced resolution H.R. 2726 to the 114th session
-        of the United States House of Representatives directing the United States
-        Mint to design and sell commemorative coins in gold, silver and clad for the
-        50th anniversary of the Apollo 11 mission. On January 24, 2019, the Mint released
-        the Apollo 11 Fiftieth Anniversary commemorative coins to the public on its
-        website.[273][274]\nA documentary film, Apollo 11, with restored footage of
-        the 1969 event, premiered in IMAX on March 1, 2019, and broadly in theaters
-        on March 8.[275][276]\nThe Smithsonian Institute''s National Air and Space
-        Museum and NASA sponsored the \"Apollo 50 Festival\" on the National Mall
-        in Washington DC. The three-day (July 18 to 20, 2019) outdoor festival featured
-        hands-on exhibits and activities, live performances, and speakers such as
-        Adam Savage and NASA scientists.[277]\nSaturn V rocket projected onto the
-        Washington Monument during the Apollo 11 50th anniversary show\nAs part of
-        the festival, a projection of the 363-foot (111 m) tall Saturn V rocket was
-        displayed on the east face of the 555-foot (169 m) tall Washington Monument
-        from July 16 through the 20th from 9:30 pm until 11:30 pm (EDT). The program
-        also included a 17-minute show that combined full-motion video projected on
-        the Washington Monument to recreate the assembly and launch of the Saturn
-        V rocket. The projection was joined by a 40-foot (12 m) wide recreation of
-        the Kennedy Space Center countdown clock and two large video screens showing
-        archival footage to recreate the time leading up to the moon landing. There
-        were three shows per night on July 19–20, with the last show on Saturday,
-        delayed slightly so the portion where Armstrong first set foot on the Moon
-        would happen exactly 50 years to the second after the actual event.[278]\nOn
-        July 19, 2019, the Google Doodle paid tribute to the Apollo 11 Moon landing,
-        complete with a link to an animated YouTube video with voiceover by astronaut
-        Michael Collins.[279][280]\nAldrin, Collins, and Armstrong''s sons were hosted
-        by President Donald Trump in the Oval Office.[281][282]\nFilms and documentaries\nFootprints
-        on the Moon, a 1969 documentary film by Bill Gibson and Barry Coe[283]\nMoonwalk
-        One, a 1971 documentary film by Theo Kamecke[284]\nApollo 11: As It Happened,
-        a 1994 six-hour documentary on ABC News'' coverage of the event[285]\nFirst
-        Man, 2018 film by Damien Chazelle based on the 2005 James R. Hansen book First
-        Man: The Life of Neil A. Armstrong.\nApollo 11, a 2019 documentary film by
-        Todd Douglas Miller with restored footage of the 1969 event[286][287]\nChasing
-        the Moon, a July 2019 PBS three-night six-hour documentary, directed by Robert
-        Stone, examined the events leading up to the mission. An accompanying book
-        of the same name was also released.[288]\n8 Days: To the Moon and Back, a
-        PBS and BBC Studios 2019 documentary film by Anthony Philipson re-enacting
-        major portions of the mission using mission audio recordings, new studio footage,
-        NASA and news archives, and computer-generated imagery.[289]\nSee also\nApollo
-        in Real Time – Interactive website of Apollo 11, 13, and 17\nExploration of
-        the Moon – Missions to the Moon\nList of missions to the Moon\nList of species
-        that have landed on the Moon\nList of photographs considered the most important\nReferences\nNotes\n^
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-        the intention was to contrast a man (an individual''s action) and mankind
-        (as a species).[14]\nCitations\nIn some of the following sources, times are
-        shown in the format hours:minutes:seconds (e.g. 109:24:15), referring to the
-        mission''s Ground Elapsed Time (GET),[290] based on the official launch time
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-        links\nApollo 11\nat Wikipedia''s sister projects\nMedia from Commons\nQuotations
-        from Wikiquote\nEnglish Wikisource has original text related to this article:\nIn
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-        Spacelog\nApollo 11 in real time\nApollo 11 Press Conference filmed by KPRC-TV
-        at Texas Archive of the Moving Image\nApollo 11 and 13 Checklists at The Museum
-        of Flight Digital Collections.\nApollo 11, 12, and 14 Traverses, at the Lunar
-        and Planetary Institute\nMultimedia\nGarner, Robert (ed.). \"Apollo 11 Partial
-        Restoration HD Videos (Downloads)\". NASA. Retrieved June 13, 2013. Remastered
-        videos of the original landing.\nDynamic timeline of lunar excursion. Lunar
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-        free viewing and download at the Internet Archive.\nThe Eagle Has Landed:
-        The Flight of Apollo 11 (1969) (transcript) from US National Archives (via
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WKy0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\nT8gtn1smVwVY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WKy0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\nT8gtn1smVwVY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+  recorded_at: Sat, 25 Oct 2025 05:32:06 GMT
+recorded_with: VCR 6.3.1
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new file mode 100644
index 00000000..7146aa50
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+          "model": "text-embedding-3-small",
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+          }
+        }
+  recorded_at: Sat, 25 Oct 2025 05:32:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/agents/embeddings_examples/quick_start.yml b/test/fixtures/vcr_cassettes/docs/agents/embeddings_examples/quick_start.yml
new file mode 100644
index 00000000..29ed1e26
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/agents/embeddings_examples/quick_start.yml
@@ -0,0 +1,1643 @@
+---
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diff --git a/test/fixtures/vcr_cassettes/docs/providers/anthropic/basic_generation.yml b/test/fixtures/vcr_cassettes/docs/providers/anthropic/basic_generation.yml
new file mode 100644
index 00000000..fa10f2a9
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/anthropic/basic_generation.yml
@@ -0,0 +1,120 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What
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+        AI assistant."}'
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+      X-Stainless-Runtime-Version:
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+        standardizes how AI applications interact with external data sources and tools.\n\n##
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+        connect to various data sources - local files, databases, APIs, and other
+        services - in a standardized way.\n\n**Architecture**: It uses a client-server
+        model where:\n- **MCP Hosts** (like Claude Desktop or IDEs) act as clients\n-
+        **MCP Servers** provide context and tools to the AI\n- Communication happens
+        via standard protocols (stdio, HTTP with SSE)\n\n**Main Benefits**:\n1. **Standardization**:
+        One protocol instead of custom integrations for each data source\n2. **Security**:
+        Built-in privacy and security controls\n3. **Composability**: Can connect
+        multiple servers simultaneously\n4. **Flexibility**: Works with local and
+        remote resources\n\n**Common Use Cases**:\n- Connecting to databases (PostgreSQL,
+        SQLite)\n- Accessing file systems\n- Integrating with business tools (Slack,
+        Google Drive)\n- Fetching web content\n- Interacting with development tools
+        (Git, Docker)\n\nThe protocol is open-source and designed to create an ecosystem
+        where developers can build MCP servers that work with any MCP-compatible AI
+        application."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":21,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":297,"service_tier":"standard"}}'
+  recorded_at: Sat, 25 Oct 2025 00:28:40 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/anthropic/response_format/json_object.yml b/test/fixtures/vcr_cassettes/docs/providers/anthropic/response_format/json_object.yml
new file mode 100644
index 00000000..389561af
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/anthropic/response_format/json_object.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"Return
+        a JSON object with three primary colors in an array named ''colors''."},{"role":"assistant","content":"Here
+        is the JSON requested:\n{"}],"max_tokens":4096}'
+    headers:
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+      - arm64
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+      - ruby
+      X-Stainless-Runtime-Version:
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+      X-Stainless-Retry-Count:
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+      X-Stainless-Timeout:
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+      message: OK
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+  recorded_at: Sat, 25 Oct 2025 00:28:41 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/ollama/advanced_options.yml b/test/fixtures/vcr_cassettes/docs/providers/ollama/advanced_options.yml
new file mode 100644
index 00000000..3dd4c9f2
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/advanced_options.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is 2+2?"}],"model":"llama3","temperature":0.7,"options":{"num_ctx":4096,"num_gpu":1,"num_thread":8,"repeat_penalty":1.1,"mirostat":2,"mirostat_tau":5.0,"mirostat_eta":0.1}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
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+      - Sat, 25 Oct 2025 00:25:12 GMT
+      Content-Length:
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+        answer to 2+2 is... 4!"},"finish_reason":"stop"}],"usage":{"prompt_tokens":17,"completion_tokens":13,"total_tokens":30}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 00:25:12 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/ollama/basic_generation.yml b/test/fixtures/vcr_cassettes/docs/providers/ollama/basic_generation.yml
new file mode 100644
index 00000000..d80582f8
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/basic_generation.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a helpful AI assistant."},{"role":"user","content":"What
+        is a design pattern?"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 00:25:08 GMT
+      Transfer-Encoding:
+      - chunked
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+      encoding: ASCII-8BIT
+      string: !binary |-
+        {"id":"chatcmpl-828","object":"chat.completion","created":1761351908,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Okay, let's break down what a design pattern is!\n\nImagine you're baking. You don't start from scratch every time you want a specific cake type (like a layer cake or chocolate chip). Instead, years of experience have taught people standard recipes and techniques for *how* to build that kind of cake effectively.\n\nThat's similar to **Software Design Patterns** in software development:\n\n1.  **What it is:** A reusable blueprint – a description of how to solve a specific problem or achieve a particular design objective that occurs repeatedly in the context of software development.\n2.  **The \"Why\":** They are created from practical experience, successful architectural choices, and good abstractions. They encapsulate proven solutions with well-defined boundaries between components, making them reliable building blocks.\n3.  **The Nature:** Design patterns aren't actual code you copy-paste. Instead, they're templates or *idioms* that describe how to organize your code (using various classes, objects, and their relationships). Think of them as architectural patterns for specific problems at a lower level than overall software architecture styles.\n4.  **Common Problems:** They address recurring issues related to:\n    *   Object creation (**Creational Patterns** - e.g., Singleton, Factory Method)\n    *   Composition of objects (**Structural Patterns** - e.g., Adapter, Decorator, Composite)\n    *   Communication between objects (**Behavioral Patterns** - e.g., Observer, Strategy, Command)\n\n### Key Characteristics\n\n*   **Reusability:** They provide templates for solving common object-level and subsystem-level problems.\n*   **Communication:** A design pattern gives a name to a problem and its solution. By naming it (e.g., \"use the Factory Method\"), you immediately communicate your intended approach without lengthy explanations.\n*   **Flexibility \u0026 Maintainability:** Following established patterns often leads to more flexible, modular, and maintainable code.\n*   **Best Practices:** They represent common architectural approaches and capture collective wisdom about which designs work well in various situations.\n\n### Think of It Like This\n\n*   **A Design Pattern is analogous to:**\n    *   **Household objects (like a fridge or chair) being designed by engineers.** Engineers didn't invent every single piece; they recognized standard functional requirements and solutions.\n    *   **Standardized approaches from experienced practitioners solving the same problem repeatedly.**\n\n### Examples\n\nInstead of thinking about \"how to structure my code so reusable parts are easy to build,\" an experienced developer would reach for patterns like MVC (Model-View-Controller), Strategy, or Observer. They understand these are common ways to tackle such needs.\n\n#### Common Pattern Types Mentioned Briefly:\n\n*   **Creational:** Deal with object creation mechanisms – create objects in a manner suitable to the situation (e.g., Factory Method creates objects by calling factory methods without knowing which class will be instantiated). Think of Mappers/Handlers too, they are often a way to decouple creation.\n*   **Structural:** Concerned with how classes and objects can be composed to form larger structures. They help design flexible and efficient systems (e.g., Adapter helps integrating different interfaces).\n*   *(Often discussed) Behavioral:* Focus on communication between objects (**Command**, **Observer**) or assigning responsibilities to objects for achieving goals (**Strategy**, defining a common interface to encapsulate a set of algorithms).\n\nIn essence, software design patterns are established ways of thinking about and building solutions to specific problems at the code and object level, improving clarity, reusability, and overall quality.\n\nAre there any particular aspects you'd like me to elaborate on or examples that feel relevant to your situation?","reasoning":"Okay, the user asked what a design pattern is. Let me start by recalling my previous answer but maybe make it clearer or more engaging this time.\n\nFirst, I need to define design patterns in simple terms. The big idea is reusable solutions for recurring problems in software design. But how do I explain that without being too technical? Maybe use an analogy like a recipe book—standardized approaches that have worked before. That makes it relatable.\n\nNow, considering the user's context: they might be new to software development or just heard the term and want a basic understanding. They probably don't know all the jargon yet, so I should break down terms like S.O.L.I.D principles and Mappers/Handlers without depth that could overwhelm them.\n\nI should structure my answer with key characteristics since that helped last time. Highlighting intent makes it easier for users to grasp why patterns exist. Also, mentioning different types (Creational, Structural, Behavioral) adds categorization but I'll keep it brief unless they ask more.\n\nWhy is this useful? The user might be interested in practical benefits, not just definitions. So, explaining how designers share knowledge and reduce learning curves could help them understand the value. They might want to use design patterns to become a better developer or solve their own problems efficiently.\n\nI wonder if there's an unspoken need here. Maybe they're looking for a starting point on when or where to apply these patterns. But since they didn't ask, keep it at an introduction level and maybe suggest digging deeper into specific types later if interested.\n\nAlso, I'll remember examples like Factory Method or Singleton are common ones so newbies can relate. It's important to clarify how code is organized around the pattern concepts as well—like using interfaces for abstracted creation versus composition instead of inheritance.\n\nI should keep this concise and avoid markdown in thinking, focusing on points that lead into a clear explanation.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":8,"completion_tokens":1130,"total_tokens":1138}}

+  recorded_at: Sat, 25 Oct 2025 00:25:08 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/ollama/error_handling.yml b/test/fixtures/vcr_cassettes/docs/providers/ollama/error_handling.yml
new file mode 100644
index 00000000..0fe4e9cc
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/error_handling.yml
@@ -0,0 +1,39 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hi!"}],"model":"llama3"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 00:24:24 GMT
+      Content-Length:
+      - '374'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-104","object":"chat.completion","created":1761351864,"model":"llama3","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Hi!
+        It''s nice to meet you. Is there something I can help you with, or would you
+        like to chat?"},"finish_reason":"stop"}],"usage":{"prompt_tokens":12,"completion_tokens":26,"total_tokens":38}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 00:24:24 GMT
+recorded_with: VCR 6.3.1
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new file mode 100644
index 00000000..374f121a
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/gpu_configuration.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is 5+5?"}],"model":"llama3","options":{"num_gpu":-1,"main_gpu":0}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 00:24:22 GMT
+      Content-Length:
+      - '307'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-828","object":"chat.completion","created":1761351862,"model":"llama3","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"The
+        answer to 5 + 5 is 10."},"finish_reason":"stop"}],"usage":{"prompt_tokens":17,"completion_tokens":13,"total_tokens":30}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 00:24:22 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/ollama/model_loading.yml b/test/fixtures/vcr_cassettes/docs/providers/ollama/model_loading.yml
new file mode 100644
index 00000000..0dc019bc
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/model_loading.yml
@@ -0,0 +1,39 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hello!"}],"model":"llama3","keep_alive":"5m"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 00:24:23 GMT
+      Content-Length:
+      - '374'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-754","object":"chat.completion","created":1761351863,"model":"llama3","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Hi!
+        It''s nice to meet you. Is there something I can help you with, or would you
+        like to chat?"},"finish_reason":"stop"}],"usage":{"prompt_tokens":12,"completion_tokens":26,"total_tokens":38}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 00:24:23 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/ollama/quantized_model.yml b/test/fixtures/vcr_cassettes/docs/providers/ollama/quantized_model.yml
new file mode 100644
index 00000000..e55ecbd0
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/ollama/quantized_model.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Count to three"}],"model":"qwen3:0.6b"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 00:28:12 GMT
+      Content-Length:
+      - '1360'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
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+  recorded_at: Sat, 25 Oct 2025 00:28:12 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/app_attribution.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/app_attribution.yml
new file mode 100644
index 00000000..b1b60199
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/app_attribution.yml
@@ -0,0 +1,83 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is a design pattern?"}],"model":"openrouter/auto"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://myapp.com
+      X-Title:
+      - MyApp
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:39:22 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f07881df8fb3c-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n{\"id\":\"gen-1761367159-bw7TTp8wPLqHlkXLaiqu\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761367161,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"A
+        design pattern is a reusable solution to a recurring problem in software design.
+        It's not a finished design that can be transformed directly into code, but
+        rather a template for how to solve a problem that you can use in many different
+        situations. Design patterns provide a common language and a set of tried-and-true
+        solutions to common problems, making it easier to communicate and understand
+        designs.\\n\\nHere are some key aspects of design patterns:\\n\\n1. **Intent**:
+        The purpose or goal of the pattern.\\n2. **Also Known As**: Other names the
+        pattern might be known by.\\n3. **Motivation**: A description of the problem
+        that the pattern solves.\\n4. **Applicability**: The situations in which the
+        pattern can be applied.\\n5. **Structure**: A graphical representation of
+        the pattern, showing the classes and objects involved and their relationships.\\n6.
+        **Participants**: The classes and objects involved in the pattern and their
+        responsibilities.\\n7. **Collaborations**: How the participants interact with
+        each other to carry out their responsibilities.\\n8. **Consequences**: The
+        results and trade-offs of applying the pattern, including its strengths and
+        weaknesses.\\n\\nThere are three main categories of design patterns:\\n\\n-
+        **Creational Patterns**: Deal with object creation mechanisms, trying to create
+        objects in a manner suitable to the situation.\\n- **Structural Patterns**:
+        Concerned with the composition of classes or objects, and provide simple ways
+        to realize relationships among them.\\n- **Behavioral Patterns**: Describe
+        communication patterns among objects and how they interact with each other.\\n\\nSome
+        of the most well-known design patterns include Singleton, Factory, Observer,
+        Strategy, and Decorator, among many others. They are widely used in software
+        development to improve the quality, flexibility, and maintainability of the
+        code.\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":11,\"completion_tokens\":353,\"total_tokens\":364,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 04:39:27 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/auto_routing.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/auto_routing.yml
new file mode 100644
index 00000000..9ed621cd
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/auto_routing.yml
@@ -0,0 +1,84 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is a microservice?"}],"model":"openrouter/auto"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:36:04 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f02bb6ca93ad4-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761366962-xf5VUVkz001hBPuNRZYE\",\"provider\":\"InferenceNet\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761366964,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"A
+        microservice is a software development technique that structures an application
+        as a collection of small, loosely coupled services. Each service runs in its
+        own process and communicates with other services through lightweight mechanisms,
+        often an HTTP/RESTful API. Here are some key characteristics of microservices:\\n\\n1.
+        **Small and Focused**: Microservices are small, single-purpose services that
+        focus on doing one thing well. They are typically much smaller than traditional
+        monolithic applications.\\n\\n2. **Loosely Coupled**: Microservices are designed
+        to be independent of each other. They can be developed, deployed, and scaled
+        independently. This allows for greater agility and flexibility.\\n\\n3. **Lightweight
+        Communication**: Microservices communicate with each other using simple, lightweight
+        mechanisms, often HTTP/REST or gRPC. This makes it easy to understand and
+        debug the communication between services.\\n\\n4. **Resilience**: Microservices
+        are designed to be resilient. If one service fails, it doesn't necessarily
+        impact other services. This is often achieved through techniques like circuit
+        breakers, retries, and timeouts.\\n\\n5. **Decentralized Governance**: Each
+        microservice can be developed, deployed, and scaled independently. This means
+        that teams can work on different services simultaneously without stepping
+        on each other's toes.\\n\\n6. **Technology Stack**: Each microservice can
+        be developed using a different technology stack. This allows teams to choose
+        the best tool for the job for each specific service.\\n\\nHere's a simple
+        example of what a microservice might look like using Node.js and Express:\\n\\n```javascript\\nconst
+        express = require('express');\\nconst app = express();\\n\\napp.get('/hello',
+        (req, res) => {\\n  res.send('Hello from the microservice!');\\n});\\n\\napp.listen(3000,
+        () => {\\n  console.log('Microservice listening on port 3000');\\n});\\n```\\n\\nIn
+        this example, the microservice listens on port 3000 and provides a single
+        endpoint ('/hello') that returns a greeting message.\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":13,\"completion_tokens\":413,\"total_tokens\":426}}"
+  recorded_at: Sat, 25 Oct 2025 04:36:10 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/basic_generation.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/basic_generation.yml
new file mode 100644
index 00000000..b2c174e7
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/basic_generation.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a helpful AI assistant."},{"role":"user","content":"What
+        is functional programming?"}],"model":"qwen/qwen3-30b-a3b:free"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:39:07 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
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+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f0735cfac9e65-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        
         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         

         
{"id":"gen-1761367146-iABMpcjCCUy0gaqwYEPT","provider":"Chutes","model":"qwen/qwen3-30b-a3b:free","object":"chat.completion","created":1761367146,"choices":[{"logprobs":null,"finish_reason":"stop","native_finish_reason":"stop","index":0,"message":{"role":"assistant","content":"Functional programming is a **programming paradigm** that treats computation as the evaluation of mathematical functions and avoids changing-state and mutable data. It emphasizes **writing code using pure functions**, **immutable data**, and **expressing logic through function composition** rather than step-by-step instructions. Here's a breakdown of its key principles and characteristics:\n\n---\n\n### **Core Concepts**:\n1. **Pure Functions**:\n   - A function that always produces the same output for the same input and has **no side effects** (e.g., no modifying global variables or external state).\n   - Example: `add(a, b) = a + b` is pure, whereas a function that updates a database or changes a variable is not.\n\n2. **Immutability**:\n   - Data is **not modified after creation**. Instead, transformations generate new data structures.\n   - Example: Instead of changing a list, you create a new list by applying a function to it.\n\n3. **First-Class and Higher-Order Functions**:\n   - Functions are treated as **first-class citizens**, meaning they can be passed as arguments, returned from other functions, and assigned to variables.\n   - Higher-order functions take other functions as parameters or return them. For example, `map`, `filter`, and `reduce` in languages like JavaScript or Python.\n\n4. **Recursion**:\n   - Iteration (e.g., loops) is often replaced with **recursive function calls**, as functional programming avoids mutable variables and loops.\n\n5. **Referential Transparency**:\n   - Expressions can be replaced with their values without changing the program's behavior. This makes reasoning about code easier.\n\n6. **Avoiding Side Effects**:\n   - Functions do not alter external state or data, making programs more predictable and easier to debug.\n\n---\n\n### **Key Differences from Other Paradigms**:\n- **Imperative Programming (e.g., C, Java)**: Focuses on **changing state** through statements and variables.\n- **Object-Oriented Programming (e.g., Python, Java)**: Centers on **objects and classes** with mutable state and methods.\n- **Functional Programming**: Emphasizes **expressions and declarations** over statements. It prioritizes **what to compute** rather than **how to compute it**.\n\n---\n\n### **Benefits**:\n- **Predictability**: Pure functions and immutability reduce unexpected behavior.\n- **Testability**: Easier to test because functions depend only on their inputs.\n- **Concurrency/Parallelism**: Less risk of errors in multi-threaded environments due to no shared state.\n- **Modularity**: Encourages breaking problems into smaller, reusable functions.\n\n---\n\n### **Languages and Tools**:\n- **Purely Functional Languages**: Haskell, Lisp, Erlang, Scala (with functional features).\n- **Imperative Languages with Functional Features**: JavaScript (e.g., `map`, `filter`), Python (e.g., `lambda`, `reduce`), C# (LINQ), and Java (with streams).\n\n---\n\n### **Example**:\nIn functional programming, a simple task like summing a list of numbers might look like this:\n```haskell\nsumList = foldl (+) 0\n```\nThis uses a **pure function** (`foldl`) to accumulate the sum without modifying any variables.\n\n---\n\nIn essence, functional programming is a style of writing code that values **declarative logic**, **reusability**, and **mathematical precision** to build robust and maintainable systems.","refusal":null,"reasoning":"\nOkay, the user is asking, \"What is functional programming?\" I need to explain this in a clear and concise way. Let me start by recalling what I know about functional programming.\n\nFunctional programming is a programming paradigm where programs are constructed by applying and composing functions. It's different from imperative programming, which focuses on changing state and mutable data. So, I should highlight the key principles first. Idempotent functions come to mind—functions that don't have side effects. That's a big one. Also, immutability, where data isn't changed after creation, which helps in avoiding bugs related to state changes.\n\nI should mention that functions are first-class citizens, meaning they can be passed as arguments, returned from other functions, and assigned to variables. This is important because it allows for higher-order functions. Also, pure functions are essential here; they always return the same output for the same input and don't depend on external state.\n\nMaybe I should explain the differences between functional and other paradigms like object-oriented. In functional programming, the emphasis is on expressing the problem in terms of functions and data transformations rather than changing states. Things like recursion instead of loops might be a point to cover, as well as avoiding shared state and mutable data.\n\nExamples could help. Languages like Haskell, Lisp, Erlang, and even modern ones like JavaScript (with functions like map, filter) or Python (using lambda). But I need to make sure not to get too bogged down in examples unless necessary.\n\nAlso, benefits. Functional programming can lead to more predictable code, easier testing, and better concurrency because of immutability. Maybe touch on concepts like referential transparency where an expression can be replaced with its value without changing the program's behavior.\n\nWait, should I also mention that it's inspired by lambda calculus? That might be a bit advanced, but it's a foundational aspect. Maybe include that as a side note.\n\nI should structure the answer with an introduction, key concepts, and then benefits. Avoid jargon where possible, but since the user asked for a definition, some terms are necessary. Make sure to explain each term briefly. Also, note that functional programming isn't just about one language but a style that can be applied in various languages, even if they aren't purely functional.\n\nCheck if there's anything I'm missing. Maybe mention things like composition over inheritance, as that's part of the paradigm. Or the use of recursion for iteration. Maybe also touch on how it handles data as immutable, so transformations create new data structures instead of modifying existing ones.\n\nDon't forget to mention that it's good for parallel and concurrent programming because of the lack of shared state. Also, maybe explain that it's often used in domains where correctness is critical, like in financial systems or compilers.\n\nWait, the user might be a beginner, so keep it simple. Don't go into too much detail but cover the essentials. Let me put this together step by step.\n"}}],"usage":{"prompt_tokens":26,"completion_tokens":1321,"total_tokens":1347}}
+  recorded_at: Sat, 25 Oct 2025 04:39:18 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_cost.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_cost.yml
new file mode 100644
index 00000000..a5023823
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_cost.yml
@@ -0,0 +1,83 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is GraphQL?"}],"model":"openrouter/auto","provider":{"sort":"price","max_price":{"prompt":0.3,"completion":0.5}}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:34:57 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f011bba36159e-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761366896-fOG0kw5JIrYi7OLdawYu\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761366897,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"GraphQL
+        is an open-source query language for APIs and a runtime for fulfilling those
+        queries with your data. It was developed internally by Facebook in 2012 before
+        being open-sourced in 2015. Here are some key features and concepts of GraphQL:\\n\\n1.
+        **Strongly Typed**: GraphQL is self-documenting and strongly typed. It allows
+        both the client and the server to agree on the structure of the data, making
+        it easier to understand and work with.\\n\\n2. **Single Endpoint**: Unlike
+        REST APIs that have multiple endpoints, GraphQL has a single endpoint. The
+        client specifies exactly what data it needs, reducing over-fetching and under-fetching
+        of data.\\n\\n3. **Queries and Mutations**: GraphQL uses queries to fetch
+        data and mutations to change data (create, update, delete). Here's a simple
+        example of a query:\\n\\n   ```graphql\\n   {\\n     user(id: 1) {\\n       name\\n
+        \      email\\n     }\\n   }\\n   ```\\n\\n4. **Schema Definition Language
+        (SDL)**: GraphQL uses SDL to define the types and fields in your schema. It's
+        used to generate type-safe code and documentation.\\n\\n5. **Real-time Updates**:
+        GraphQL supports subscriptions, which allow clients to receive real-time updates
+        when data changes.\\n\\n6. **Introspection and Code Generation**: GraphQL
+        supports introspection, allowing tools to extract information about the schema,
+        generate code, and more.\\n\\nHere's a simple example of a GraphQL schema:\\n\\n```graphql\\ntype
+        User {\\n  id: ID!\\n  name: String!\\n  email: String!\\n}\\n\\ntype Query
+        {\\n  user(id: ID!): User\\n}\\n```\\n\\nIn this schema, we have a `User`
+        type with fields `id`, `name`, and `email`. We also have a `Query` type with
+        a single field `user` that takes an `id` argument and returns a `User`.\\n\\nGraphQL
+        is used by many large companies including Facebook, GitHub, Twitter, and more.
+        It's often used as an alternative or complement to REST APIs.\\n\\nTo learn
+        more about GraphQL, you can visit the official website: https://graphql.org/\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":10,\"completion_tokens\":450,\"total_tokens\":460,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 04:35:04 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_fallbacks.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_fallbacks.yml
new file mode 100644
index 00000000..125b2bee
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_fallbacks.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain RESTful APIs"}],"model":"openai/gpt-4o","models":["anthropic/claude-sonnet-4","google/gemini-pro-1.5"]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:35:25 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f01cb1bbf963f-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
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+  recorded_at: Sat, 25 Oct 2025 04:35:31 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_privacy.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_privacy.yml
new file mode 100644
index 00000000..32633de7
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_privacy.yml
@@ -0,0 +1,116 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain OAuth 2.0"}],"model":"anthropic/claude-3-5-sonnet","provider":{"data_collection":"deny","zdr":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:35:06 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f0155499f17ec-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n{\"id\":\"gen-1761366905-j7JARRwYwFsy5OHCDFUS\",\"provider\":\"Amazon
+        Bedrock\",\"model\":\"anthropic/claude-3.5-sonnet\",\"object\":\"chat.completion\",\"created\":1761366905,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"OAuth
+        2.0 is an authorization framework that enables applications to obtain limited
+        access to user accounts on an HTTP service. Here's a comprehensive explanation:\\n\\n1.
+        Core Concepts:\\n\\n```\\n- Resource Owner: The user who owns the data (e.g.,
+        the user's profile)\\n- Client: The application requesting access to the resources\\n-
+        Resource Server: The API server hosting the protected resources\\n- Authorization
+        Server: The server issuing access tokens\\n- Access Token: The key used to
+        access protected resources\\n- Scope: The permissions that the client is requesting\\n```\\n\\n2.
+        Main Grant Types:\\n\\n```javascript\\na) Authorization Code Flow:\\n// Most
+        common and secure flow\\n1. User clicks \\\"Login with Service\\\"\\n2. User
+        authenticates and approves permissions\\n3. Service returns authorization
+        code\\n4. App exchanges code for access token\\n5. App uses token to access
+        resources\\n\\nb) Implicit Flow:\\n// Used in browser-based apps (less secure)\\n1.
+        User authenticates\\n2. Token returned directly to browser\\n3. No authorization
+        code step\\n\\nc) Client Credentials:\\n// Used for server-to-server communication\\n1.
+        App directly requests token using client ID and secret\\n2. No user interaction
+        required\\n\\nd) Resource Owner Password:\\n// Used when high trust exists
+        between user and app\\n1. User provides username/password directly to app\\n2.
+        App exchanges credentials for token\\n```\\n\\n3. Basic Flow Example (Authorization
+        Code):\\n\\n```javascript\\n// 1. Authorization Request\\nGET /authorize?\\n
+        \ response_type=code&\\n  client_id=CLIENT_ID&\\n  redirect_uri=CALLBACK_URL&\\n
+        \ scope=read_profile&\\n  state=RANDOM_STRING\\n\\n// 2. Authorization Response\\nHTTP/1.1
+        302 Found\\nLocation: CALLBACK_URL?code=AUTHORIZATION_CODE&state=RANDOM_STRING\\n\\n//
+        3. Token Request\\nPOST /token\\n  grant_type=authorization_code&\\n  code=AUTHORIZATION_CODE&\\n
+        \ client_id=CLIENT_ID&\\n  client_secret=CLIENT_SECRET&\\n  redirect_uri=CALLBACK_URL\\n\\n//
+        4. Token Response\\n{\\n  \\\"access_token\\\": \\\"ACCESS_TOKEN\\\",\\n  \\\"token_type\\\":
+        \\\"Bearer\\\",\\n  \\\"expires_in\\\": 3600,\\n  \\\"refresh_token\\\": \\\"REFRESH_TOKEN\\\"\\n}\\n```\\n\\n4.
+        Security Considerations:\\n\\n```javascript\\n// Always use:\\n- HTTPS for
+        all OAuth communications\\n- State parameter to prevent CSRF\\n- PKCE for
+        mobile/native apps\\n- Validate redirect URIs\\n- Secure storage of tokens\\n\\n//
+        Never:\\n- Store tokens in localStorage (for web apps)\\n- Pass tokens in
+        URLs\\n- Share client secrets in public clients\\n```\\n\\n5. Token Usage:\\n\\n```javascript\\n//
+        Making authenticated requests\\nfetch('https://api.service.com/resource',
+        {\\n  headers: {\\n    'Authorization': 'Bearer ACCESS_TOKEN'\\n  }\\n});\\n```\\n\\n6.
+        Refresh Token Flow:\\n\\n```javascript\\n// When access token expires\\nPOST
+        /token\\n  grant_type=refresh_token&\\n  refresh_token=REFRESH_TOKEN&\\n  client_id=CLIENT_ID&\\n
+        \ client_secret=CLIENT_SECRET\\n\\n// Response includes new access token\\n{\\n
+        \ \\\"access_token\\\": \\\"NEW_ACCESS_TOKEN\\\",\\n  \\\"token_type\\\":
+        \\\"Bearer\\\",\\n  \\\"expires_in\\\": 3600,\\n  \\\"refresh_token\\\": \\\"NEW_REFRESH_TOKEN\\\"\\n}\\n```\\n\\n7.
+        Common Implementations:\\n\\n```javascript\\n// Popular services using OAuth
+        2.0:\\n- Google\\n- Facebook\\n- GitHub\\n- Twitter\\n- Microsoft\\n\\n//
+        Common libraries:\\n- Passport.js (Node.js)\\n- Spring Security OAuth (Java)\\n-
+        OmniAuth (Ruby)\\n```\\n\\n8. Best Practices:\\n\\n```javascript\\n// Implementation\\n1.
+        Use authorization code flow when possible\\n2. Implement proper token storage\\n3.
+        Handle token expiration gracefully\\n4. Validate all tokens\\n5. Use appropriate
+        scopes\\n\\n// Security\\n1. Keep client secrets secure\\n2. Use short-lived
+        access tokens\\n3. Implement token revocation\\n4. Monitor for suspicious
+        activity\\n5. Regular security audits\\n```\\n\\nUnderstanding OAuth 2.0 is
+        crucial for modern web development as it's the industry standard for authorization.
+        It provides a secure way for applications to access user resources without
+        exposing credentials.\\n\\nRemember that OAuth 2.0 is primarily for authorization
+        (what you can do) rather than authentication (who you are), though it's often
+        used as part of authentication protocols like OpenID Connect.\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":14,\"completion_tokens\":1045,\"total_tokens\":1059}}"
+  recorded_at: Sat, 25 Oct 2025 04:35:23 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_tracking.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_tracking.yml
new file mode 100644
index 00000000..e2503da3
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_tracking.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain webhooks"}],"model":"openai/gpt-4o-mini","user":"user-456"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - MyApp
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:34:42 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f00c21972ed38-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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+  recorded_at: Sat, 25 Oct 2025 04:34:55 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_transforms.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_transforms.yml
new file mode 100644
index 00000000..a6030e4d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/bp_transforms.yml
@@ -0,0 +1,111 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Summarize: API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. API documentation.
+        API documentation. API documentation. API documentation. API documentation.
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+        API documentation. API documentation. API documentation. "}],"model":"openai/gpt-4o-mini","transforms":["middle-out"]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:35:32 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
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+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
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+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 993f01fd8974b976-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n{\"id\":\"gen-1761366932-O2YxuYYXHsGQCUxeyDDQ\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o-mini\",\"object\":\"chat.completion\",\"created\":1761366932,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
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+  recorded_at: Sat, 25 Oct 2025 04:35:33 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/cost_optimization.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/cost_optimization.yml
new file mode 100644
index 00000000..995ba3fb
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/cost_optimization.yml
@@ -0,0 +1,93 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Define inheritance"}],"model":"openrouter/auto","provider":{"sort":"price","max_price":{"prompt":0.3,"completion":0.5}}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:38:07 GMT
+      Content-Type:
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+      Transfer-Encoding:
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+      Connection:
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+      X-Content-Type-Options:
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+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761367085-PsqbjXkMOlvR2PeaBgQ8\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761367087,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"Inheritance
+        is a fundamental concept in object-oriented programming (OOP) that allows
+        one class (subclass or derived class) to acquire properties and methods of
+        another class (superclass or base class). It promotes code reusability and
+        establishes a \\\"is-a\\\" relationship between the two classes. Here are
+        some key aspects of inheritance:\\n\\n1. **Base Class (Superclass or Parent
+        Class)**: This is the class whose properties and methods are inherited by
+        another class.\\n\\n2. **Derived Class (Subclass or Child Class)**: This is
+        the class that inherits properties and methods from another class.\\n\\n3.
+        **Inheritance Types**:\\n\\n   - **Single Inheritance**: A class inherits
+        from a single base class.\\n\\n     ```python\\n     class Animal:\\n         def
+        __init__(self, name):\\n             self.name = name\\n\\n         def speak(self):\\n
+        \            pass\\n\\n     class Dog(Animal):  # Dog inherits from Animal\\n
+        \        def speak(self):\\n             return f\\\"{self.name} says Woof!\\\"\\n
+        \    ```\\n\\n   - **Multiple Inheritance**: A class inherits from multiple
+        base classes.\\n\\n     ```python\\n     class Flyable:\\n         def fly(self):\\n
+        \            pass\\n\\n     class Bird(Animal, Flyable):  # Bird inherits
+        from both Animal and Flyable\\n         pass\\n     ```\\n\\n   - **Multilevel
+        Inheritance**: A class inherits from a class that itself inherits from another
+        class.\\n\\n     ```python\\n     class Mammal(Animal):  # Mammal inherits
+        from Animal\\n         def mammal_specific_method(self):\\n             pass\\n\\n
+        \    class Human(Mammal):  # Human inherits from Mammal\\n         pass\\n
+        \    ```\\n\\n   - **Hierarchical Inheritance**: Multiple classes inherit
+        from a single base class.\\n\\n     ```python\\n     class Dog(Animal):\\n
+        \        pass\\n\\n     class Cat(Animal):\\n         pass\\n     ```\\n\\n4.
+        **Overriding**: A subclass can provide its own implementation of a method
+        that is already defined in the superclass.\\n\\n5. **Overloading**: Inheritance
+        does not support method overloading (multiple methods with the same name but
+        different parameters) in the same way as some other languages. In Python,
+        you can achieve similar behavior using default arguments or variable-length
+        arguments.\\n\\n6. **Polymorphism**: Inheritance enables polymorphism, which
+        allows objects of different classes to be treated as objects of a common superclass.\\n\\n7.
+        **Encapsulation and Access Modifiers**: Inheritance also allows subclasses
+        to access and modify the protected and private members of the superclass,
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+  recorded_at: Sat, 25 Oct 2025 04:38:16 GMT
+recorded_with: VCR 6.3.1
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new file mode 100644
index 00000000..4c30e7c5
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/fallback_models.yml
@@ -0,0 +1,92 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain polymorphism in OOP"}],"model":"openai/gpt-4o","models":["anthropic/claude-sonnet-4","google/gemini-pro-1.5"]}'
+    headers:
+      Content-Type:
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+      Authorization:
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+      Http-Referer:
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+      X-Title:
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+      Accept:
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+      message: OK
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+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761367043-SOh0bP6BAsHYgIbcCmHO\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761367044,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"Polymorphism
+        is one of the core concepts of Object-Oriented Programming (OOP) and it refers
+        to the ability of different objects to be treated as instances of the same
+        class through a common interface. The most common type of polymorphism in
+        OOP is through methods.\\n\\n### Types of Polymorphism\\n\\n1. **Compile-Time
+        Polymorphism (Static Binding or Method Overloading):**\\n   - This type of
+        polymorphism is resolved during the compile time.\\n   - Method Overloading:
+        It occurs when multiple methods have the same name with different parameters
+        (either in number, type, or order) within the same class or in a subclass.
+        The compiler determines the appropriate method based on the method signature
+        during compile time.\\n   - Example: \\n     ```java\\n     class Printer
+        {\\n         void print(int num) {\\n             System.out.println(\\\"Integer:
+        \\\" + num);\\n         }\\n         void print(String text) {\\n             System.out.println(\\\"String:
+        \\\" + text);\\n         }\\n     }\\n     ```\\n\\n2. **Runtime Polymorphism
+        (Dynamic Binding or Method Overriding):**\\n   - This type of polymorphism
+        is resolved during runtime.\\n   - Method Overriding: It occurs when a subclass
+        has a method with the same name and signature as a method in its superclass.
+        The decisions regarding which method to call are made at runtime based on
+        the object's actual type.\\n   - Example:\\n     ```java\\n     class Animal
+        {\\n         void sound() {\\n             System.out.println(\\\"Animal sound\\\");\\n
+        \        }\\n     }\\n\\n     class Dog extends Animal {\\n         @Override\\n
+        \        void sound() {\\n             System.out.println(\\\"Bark\\\");\\n
+        \        }\\n     }\\n\\n     public class Test {\\n         public static
+        void main(String[] args) {\\n             Animal myDog = new Dog();\\n             myDog.sound();
+        \ // Outputs: Bark\\n         }\\n     }\\n     ```\\n   - In the example
+        above, even though `myDog` is declared as an `Animal`, it refers to an instance
+        of `Dog`, and thus the `sound` method of `Dog` is invoked.\\n\\n### Importance
+        of Polymorphism\\n\\n- **Code Reusability:** By using polymorphism, a single
+        function can operate on different types of objects, enhancing reusability.\\n-
+        **Scalability and Maintainability:** Polymorphism allows systems to be easily
+        extended and modified. Adding new subclasses or method implementations doesn't
+        require changing existing code.\\n- **Interface Implementation:** It allows
+        objects to be manipulated regardless of their specific class, upholding the
+        principle of programming to an interface rather than an implementation.\\n\\nOverall,
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new file mode 100644
index 00000000..efd07673
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/pdf.yml
@@ -0,0 +1,69 @@
+---
+http_interactions:
+- request:
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+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"Summarize
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+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
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+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 04:36:01 GMT
+      Content-Type:
+      - application/json
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+        web applications using Ruby on Rails, led a team of five developers, and implemented
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/docs/providers/open_router/privacy.yml b/test/fixtures/vcr_cassettes/docs/providers/open_router/privacy.yml
new file mode 100644
index 00000000..d7257eb0
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/privacy.yml
@@ -0,0 +1,97 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain the SOLID principles"}],"model":"openrouter/auto","provider":{"data_collection":"deny","zdr":true}}'
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
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+      - Sat, 25 Oct 2025 04:35:36 GMT
+      Content-Type:
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+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761366934-ZcxpSINGnRBEfdWUnBy5\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761366936,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
+        SOLID principles are five object-oriented design principles intended to make
+        software designs more understandable, flexible, and maintainable. They are
+        fundamental principles that help developers create more stable and scalable
+        code. SOLID is an acronym that stands for:\\n\\n1. **Single Responsibility
+        Principle (SRP)**\\n   - A class should have only one reason to change.\\n
+        \  - This means that a class should only have one job or responsibility. If
+        a class has more than one responsibility, it becomes coupled, and changes
+        to one responsibility may impair the others. This makes the system more rigid
+        and harder to maintain.\\n\\n2. **Open-Closed Principle (OCP)**\\n   - Software
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+        but closed for modification.\\n   - This means that you should be able to
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+        techniques like inheritance, composition, or extension methods. The main benefit
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+        is using a base class, it should be able to use any of its subclasses without
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+        less prone to errors.\\n\\n4. **Interface Segregation Principle (ISP)**\\n
+        \  - Make fine-grained interfaces that are client-specific.\\n   - This means
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+        see methods they're interested in, reducing dependencies and coupling.\\n\\n5.
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+        should not depend on low-level modules. Both should depend on abstractions.
+        This can be achieved through techniques like dependency injection. The main
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+        and easier to maintain.\\n\\nBy following these principles, you can create
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new file mode 100644
index 00000000..a7bc9896
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/provider_preferences.yml
@@ -0,0 +1,85 @@
+---
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+        is one of the fundamental concepts in object-oriented programming (OOP). It
+        is the practice of keeping fields within a class private (or protected) and
+        providing access to them through public methods (getters and setters). This
+        helps to achieve data hiding and abstraction, which are crucial for software
+        security, stability, and maintainability.\\n\\nHere are some key aspects of
+        encapsulation:\\n\\n1. **Data Hiding**: Encapsulation hides the internal state
+        of an object from the outside world. This means that the internal data (attributes)
+        of an object are not directly accessible from outside the object. Instead,
+        they can only be accessed or modified through methods (functions) provided
+        by the class.\\n\\n2. **Abstraction**: Encapsulation allows you to define
+        what data is accessible and how it can be accessed. This helps to create a
+        clear interface for interacting with an object, making the code easier to
+        understand and use.\\n\\n3. **Control**: By using methods to access and modify
+        data, you can add logic and validation to ensure that the data remains in
+        a valid state. This gives you control over how the data is used and helps
+        to prevent errors.\\n\\n4. **Protection**: Encapsulation protects the internal
+        data from being accidentally modified or accessed in an unauthorized way.
+        This can help prevent bugs and security vulnerabilities.\\n\\nHere's a simple
+        example in Python:\\n\\n```python\\nclass BankAccount:\\n    def __init__(self,
+        balance=0):\\n        self.__balance = balance  # Private attribute\\n\\n
+        \   def deposit(self, amount):\\n        if amount > 0:\\n            self.__balance
+        += amount\\n\\n    def withdraw(self, amount):\\n        if 0 < amount <=
+        self.__balance:\\n            self.__balance -= amount\\n\\n    def get_balance(self):\\n
+        \       return self.__balance\\n```\\n\\nIn this example, the `balance` attribute
+        is private (denoted by the double underscore prefix), and the only way to
+        access or modify it is through the `deposit`, `withdraw`, and `get_balance`
+        methods. This helps to ensure that the balance is always a valid amount.\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":9,\"completion_tokens\":421,\"total_tokens\":430,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 04:38:30 GMT
+recorded_with: VCR 6.3.1
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new file mode 100644
index 00000000..eae875ac
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/provider_selection.yml
@@ -0,0 +1,57 @@
+---
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+    body:
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new file mode 100644
index 00000000..10680588
--- /dev/null
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+        (test-driven development, TDD) What is the main function? What are the benefits?\\nTest-driven
+        development (TDD-test-driven development) is mainly:\\n  1. Development (coding)
+        is based on the final requirements (test result). Test First - .\\n  2. Feedback
+        (REF) is fast every time. automated testing .\\n  3. The number of tests increases
+        (The number of tests twice the number of functions should be written in. )
+        tests .\\nSelection of TDD Key Factors:\\n  1. Refactoring First write some
+        code and then use infinite test cases for automatic testing.\\n  2. Test Twice
+        Completely cover the ability of the tester (the number of test cases)\\n  3.
+        Design Development Program Design First meet the refactoring requirements
+        and then meet the test requirements. (agile programming)\\nThe design is based
+        on subtle or manual simulation, and the tested design will be more practical
+        next time.\\nUsers and developers are involved in the development together
+        to ensure feasibility.\\n  4. Choose the Acceptance Test (see section 2 to
+        section 4 for details).\\n  5. Automated testing (see section 5 for details
+        ).\\n  6. Test tool (see section 6 for details )\\nWhat does Restful mean?
+        How is Restful used?\\nsimple set of rule , but as a whole is a set of strong
+        coherence.\\n(1) Representation(readable text document);\\n(2) State Transfer(transfer
+        information state);\\n(3) architecture is clear, providing web service interfaces
+        (A new set of architecture based on HTTP);\\nFamily Style.\\nRest = HTTP interface\\n
+        \ 1. For the Client, he only knows the services that should be requested based
+        on the URL path specified by the server. => Filter through HTTP + map tags\\n
+        \ 2. The content transmitted by the client is a defined XML or JSon format\\nWhat
+        is NoSQL? What are the benefits of NoSQL?\\nNoSQL Database ,\\nCommon relational
+        database:\\n  1. Standardized data storage mode (title, content, ID, and time)
+        are determined when the database is created, including the data type, title,
+        and Attributes of each field)\\n  2. The source of data objects is mainly
+        bound to a fixed folder for query operations.\\n  3. Implementation of unified
+        query language-Structured Query Language (SQL)\\nIn the search engine, however,
+        even the inverted index is not suitable for the database (large amount of
+        data, slowly retrieving ).\\nTherefore, the database is only suitable for
+        traditional companies.\\n  2. The amount of data is particularly large\\n
+        \ 3. The user expands quickly.\\n  4. The day of paralysis of the database
+        is within a week (structured storage) and user growth increases non-linearly.\\nPrinciples
+        for using relational databases:\\n  1. Select a small amount of data in the
+        order of ten million in progress (1: n complex condition proportions)\\n  2.
+        Structured data definition (business design must be clear)\\nAnother thought
+        is unstructured.\\nThere should be no irrelevant configurations and no configuration
+        (without Document) in the traditional NoSQL database!\\nThe technical background
+        of the non-relational database is as follows:\\n  1. Relational database can
+        be used in almost all systems;\\n  2. Data extraction algorithm is used to
+        abstract key-value pairs;\\n  3. File storage technology.\\nThe endless expansion
+        of conventional RDB is solved. The limitation of server Co-location is solved.\\nTherefore,
+        the inevitable result is the distributed storage of data on multiple machines,
+        while consistency and scalability (real-time performance) cannot be achieved.
+        In conclusion,\\n  1. SQL functions are mandatory. One SQL can be placed in
+        multiple servers, while in NoSQL, the data sources are separated and the query
+        is written. (some of the immediately available values must be Fault tolerant)\\n
+        \ 2. The order in the database is keywords and values. At the beginning, you
+        do not define the exclusive columns, which are complex values that can accept
+        the data type (similar to object storage)\\n  3. Conduct deep design at the
+        business level (Koi-Vue storage)\\nTargeted Function Flow:\\n  1. Define data
+        types based on specific content.\\n  2. Set the column data retrieval and
+        query features in the business.\\n  3. Sets the reference for data writing.\\nThe
+        final highlight is that both the database value and database extraction can
+        be implemented.\\nTo solve the performance bottleneck, you can:\\n  1. Upgrade
+        database hardware;\\n  2. Stand-alone optimization;\\n  3. Data retrieval
+        algorithm;\\n  4. SQL optimization 3. There is only one key-value pair, which
+        also faults the server.\\n  5. Establish a data warehouse and then conduct
+        real-time optimization to search for database instances.\\n  6. Use parallelization
+        solutions to resolve bottlenecks.\\n  7. SQL + Non-SQL solution for distributed
+        databases Final optimization solution. hbase\\nWhat is the Object-oriented
+        interior (also know as inside), and Reflection\\nObject-oriented interior
+        (interior), is a concept that disrupts the package's structure and creates
+        a package as a \\\" \\\" Generally, the translator inspects the services provided
+        by the package. \\\"Powerful In the class library. The efficiency of implementation
+        is also a time for translators and a way to translate language components.
+        (language-defined concept)\\nIntroduction: Introduction to language design
+        Procedure and components.\\nCommon reflective languages :\\nThe essence is
+        to use the object type to manipulate the object (Id ID).\\nhow to understand
+        Shared and Exclusive Locks, and Optimism and Pessimism\\nNote The purpose
+        of using a lock is to assert a composite physical station commitment. (transaction
+        support, process locking) Implement\\n1. Exclusive/Shared\\n2. Mutual\\n  1.
+        If the transaction T1 has a lock on the data object O, T2 applies to lock
+        the same image O, and it is likely to cause the insecurity (strong or weak
+        attributes) of the DBMS to be inconsistent.\\n3. Deadlock\\n  1. Suppose T1
+        has a lock on a Data Object O1 and tries to obtain a lock on O2.\\n  2. T2
+        locks an object O2 at the same time and tries to lock O1 .\\n  3. The two
+        transactions wait for each other and form a cyclic wait, which is a so-called
+        deadlock.\\nConclusion: data cannot be written at the same time during concurrent
+        operations.\\n(Controversial data types:\\nCharacter Data: text, varchar,
+        bitmap)\\nLarge Input: consumer must apply for IO, (distributed multithreading,
+        CPU, I/O, virtual machine, etc)\\nThe emergence of dynamic websites greatly
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+        query in. SQL query)\\nText block transfer (program copy copy, read the text
+        provided by the tester, Or select other data sources based on the data source.
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+        lock (Shared Lock: Shared Lock ): the lock can be shared by other users (that
+        is, whoever has the lock can access it)\\nExclusive Lock: for other users,
+        users use specified declaration and control authority to determine whether
+        the data is available or not at will! (Status lock, if the user directly reads
+        the file without compilation, if writing is connected to the lock, But the
+        user can save the file and release the exclusive lock)\\nA should be X (with
+        a return value, you need to release the lock first), B should be U (if the
+        lock trigger needs to be used, and the lock disappears automatically)\\nThe
+        mapping to the lock attribute design processing: (properties -> processes)\\n
+        \ 1. Lock Expanding (Expand Locks) (Autolock, Users S) -> (Comprehensive lock
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+        (Dependency set, triggerbase, action set for Users X) -> (lock set , + short
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+        no lock support in the system. The two are mainly for applications in different
+        fields.\\nWhat is the Cache(Memcache, EhcacheWebpackPlugin, OS cache, etc.)
+        application Scope and Principle?\\nCache is a medium for storing memory and
+        hard disks in a computing environment. After the cache is applied, the application
+        significantly improves performance. However, the data in the cache is not
+        persistent.\\nPrinciple : The cache stores the publicly accessible object
+        content. The bandwidth demand for new users is unlimited and staged. Load
+        the page data based on the URL (confirm user identity authentication to prevent
+        hackers)\\n1. P todd\\n2. Distributed cluster\\n3. Data Sharing Session and
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+        of the web page.\\n-Bidirectional, it is more difficult to organize and design,
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index 00000000..a1e837a0
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/docs/providers/open_router/transforms.yml
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+                  "text": "Certainly! The term **\"Responses API\"** can refer to different services or libraries depending on the context (such as web APIs, specific products, frameworks, or platforms). Below, I'll give you a general overview, as well as a more specific explanation for some popular contexts:\n\n---\n\n## 1. **General Definition**\n\nA **Responses API** usually refers to an **interface or set of endpoints** provided by an application or service for managing, sending, or analyzing **responses**. \"Responses\" can mean answers to surveys, form submissions, bot replies, HTTP responses, etc.\n\nCommon actions provided by a Responses API include:\n- **Submitting** a response (POST)\n- **Retrieving** one or multiple responses (GET)\n- **Updating** a response (PUT/PATCH)\n- **Deleting** a response (DELETE)\n\n---\n\n## 2. **Examples in Specific Contexts**\n\n### A) **Survey/Form Platforms (ex: Google Forms, Typeform, SurveyMonkey)**\n\nThese services often provide a **Responses API** endpoint to:\n- Retrieve users\u2019 form or survey responses.\n- Filter/search for specific responses.\n- Collect analytics (counts, completion rates, etc.).\n- Download answers as CSV or JSON.\n\n**Example: Google Forms API**\n```http\nGET https://forms.googleapis.com/v1/forms/{formId}/responses\n```\nReturns all responses for a particular form.\n\n---\n\n### B) **Python Library: `responses`**\n\n[`responses`](https://github.com/getsentry/responses) is also a Python library used for **mocking out requests (HTTP responses)** made by the `requests` library during testing.\n\n**Example:**\n```python\nimport responses\nimport requests\n\n@responses.activate\ndef test_request():\n    responses.add(responses.GET, 'http://example.com', json={'foo': 'bar'}, status=200)\n    resp = requests.get('http://example.com')\n    print(resp.json())  # {'foo': 'bar'}\n```\n---\n\n### C) **REST APIs in Web Development**\n\nIn web backends (Node.js, Django, Flask), \"responses API\" might simply mean the way your API sends HTTP responses to clients, usually as JSON objects, with appropriate headers and status codes.\n\n**Example (Express.js):**\n```js\napp.get('/api/responses', (req, res) => {\n  res.json([{message: \"Hello!\"}, ...]);\n});\n```\n\n---\n\n## 3. **Typical Fields in a \"Responses\" API**\n\nA typical API for handling responses (say, for a form/survey) might have response objects like:\n```json\n{\n  \"id\": \"response_12345\",\n  \"submitted_at\": \"2024-06-12T10:24:00Z\",\n  \"answers\": [\n    {\"question_id\": \"q1\", \"answer\": \"Yes\"},\n    {\"question_id\": \"q2\", \"answer\": \"No\"}\n  ],\n  \"respondent\": {\n    \"user_id\": \"user_987\"\n  }\n}\n```\n\n---\n\n## **Summary Table**\n\n| Context            | Main Use                                        | Example Endpoint / Usage                            |\n|--------------------|-------------------------------------------------|-----------------------------------------------------|\n| Survey platforms   | Manage collected responses                      | `GET /forms/{form_id}/responses`                    |\n| Python testing     | Mock HTTP responses in tests (`responses` lib)  | `responses.add(...); requests.get(...)`             |\n| Web backends       | Return responses to client requests             | `res.json({...});`                                  |\n| Chatbots/Bots      | Store and retrieve bot interaction responses    | `POST /api/botresponses`                            |\n\n---\n\n## **If You Have a Specific Product or Platform in Mind\u2026**\nPlease specify (e.g., \u201cTypeform Responses API\u201d or \u201cGoogle Forms Responses API\u201d) and I can provide detailed endpoints and usage for that particular case!\n\n---\n\n**Let me know if you want a deeper dive into any specific API or use case!**"
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diff --git a/test/fixtures/vcr_cassettes/generation_response_usage_example.yml b/test/fixtures/vcr_cassettes/generation_response_usage_example.yml
deleted file mode 100644
index 0e54eb83..00000000
--- a/test/fixtures/vcr_cassettes/generation_response_usage_example.yml
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new file mode 100644
index 00000000..99e05312
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/array_instructions_agent_basic_request.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
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+    uri: https://api.anthropic.com/v1/messages
+    body:
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+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..f8fb6d3c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,104 @@
+---
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+- request:
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+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":[{"type":"text","text":"You are an overridden
+        assistant."},{"type":"text","text":"Please respond concisely."}]}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '232'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:14 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T02:01:13Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T02:01:14Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T02:01:13Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T02:01:13Z'
+      Request-Id:
+      - req_011CUDqdWWrZC8jy3pxHGwhd
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '2389'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99047248ad7d7ac1-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_016MxjzoEDeksF4ogQQ2taPH","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":25,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":12,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 02:01:14 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request.yml
new file mode 100644
index 00000000..e6466e36
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":"Default auto-loaded instructions for
+        testing."}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '169'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:49 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T02:01:49Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T02:01:49Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T02:01:48Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T02:01:49Z'
+      Request-Id:
+      - req_011CUDqgA67aWvtVMPoJiAPv
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1761'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 990473293d01ed3d-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01Tj5vc5GcVXHfZ5NrCP2niM","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        It''s nice to meet you. How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":19,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":19,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 02:01:49 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..83836644
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":"You are an overridden assistant."}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '156'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:51 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T02:01:51Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T02:01:51Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T02:01:50Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T02:01:51Z'
+      Request-Id:
+      - req_011CUDqgJC2dp8Bu2LqhKdMD
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1735'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 990473350b693023-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01DNmBrT39ur5MzcpqZrDiff","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":19,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":12,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 02:01:51 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..080e7998
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":"You are a configured assistant with
+        default instructions."}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '181'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:05 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T02:01:02Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T02:01:05Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T02:01:03Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T02:01:02Z'
+      Request-Id:
+      - req_011CUDqcpYY8tci66vJgr4Kd
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '2696'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9904720e2c1dcfa4-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_018zjrHhoXiShSLAHgzPEsk8","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        It''s nice to meet you. How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":20,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":19,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 02:01:05 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..ac17033c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":"You are an overridden assistant."}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '156'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:07 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T02:01:06Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T02:01:07Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T02:01:06Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T02:01:06Z'
+      Request-Id:
+      - req_011CUDqd2wAmrhAxvL59dNoj
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1777'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9904722048ed1613-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_016U1ZG2Pt9fFCMULADzkoK2","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        It''s nice to meet you. How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":19,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":19,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 02:01:07 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..f83968eb
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '112'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 02:01:09 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
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+      - cloudflare
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+  recorded_at: Sat, 18 Oct 2025 02:01:09 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..1f99637a
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024,"system":"You are an overridden assistant."}'
+    headers:
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
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+      User-Agent:
+      - Ruby
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+      - api.anthropic.com
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+      - MacOS
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+      X-Stainless-Runtime-Version:
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+  response:
+    status:
+      code: 200
+      message: OK
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+      Date:
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+      Content-Type:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_bare.yml
new file mode 100644
index 00000000..e0c323e8
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_bare.yml
@@ -0,0 +1,112 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+      - application/json
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+      - Ruby
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+      - api.anthropic.com
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+      - arm64
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+      - ruby
+      X-Stainless-Os:
+      - MacOS
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+      - ruby
+      X-Stainless-Runtime-Version:
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+      - application/json
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+      - '2023-06-01'
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+      X-Stainless-Timeout:
+      - '600.0'
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+    headers:
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+  recorded_at: Mon, 20 Oct 2025 20:12:11 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_message.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_message.yml
new file mode 100644
index 00000000..d8ccd9ec
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_message.yml
@@ -0,0 +1,112 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
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diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_messages.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_messages.yml
new file mode 100644
index 00000000..c809f664
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_base64_messages.yml
@@ -0,0 +1,111 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this document?"},{"type":"document","source":{"type":"base64","media_type":"application/pdf","data":"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"}}]}],"max_tokens":1024}'
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+      Accept:
+      - application/json
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+      - Ruby
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+      - api.anthropic.com
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+      - arm64
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+      - ruby
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+      - MacOS
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+      - 1.12.0
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+      - ruby
+      X-Stainless-Runtime-Version:
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+      - '0'
+      X-Stainless-Timeout:
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+      - '1837'
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+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 20:12:05 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
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+        Here are the key details:\n\n## Contact Information\n- **Email:** john.doe@example.com\n-
+        **Phone:** (555) 123-4567\n- **Location:** San Francisco, CA\n\n## Experience\n-
+        **Senior Software Engineer at TechCorp** (2020-2024)\n  - Developed web applications
+        using Ruby on Rails\n  - Led a team of 5 developers\n  - Implemented CI/CD
+        pipelines\n\n## Skills\nRuby, Rails, JavaScript, Python, AWS, Docker\n\n##
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+  recorded_at: Mon, 20 Oct 2025 20:12:05 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_bare.yml
new file mode 100644
index 00000000..e55d1d8d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_bare.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this document?"},{"type":"document","source":{"type":"url","url":"https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"}}]}],"max_tokens":1024}'
+    headers:
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
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+      - application/json
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+      - api.anthropic.com
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+      - arm64
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+      - ruby
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+      - MacOS
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+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
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+      - application/json
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+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
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+  response:
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+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 20:11:25 GMT
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+      - application/json
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+  recorded_at: Mon, 20 Oct 2025 20:11:25 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_message.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_message.yml
new file mode 100644
index 00000000..4a3ef82c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_message.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+    headers:
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+      - api.anthropic.com
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+      - MacOS
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+      X-Stainless-Runtime-Version:
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+      - application/json
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+  recorded_at: Mon, 20 Oct 2025 20:11:52 GMT
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diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_messages.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_messages.yml
new file mode 100644
index 00000000..7639b36a
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_document_url_messages.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this document?"},{"type":"document","source":{"type":"url","url":"https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"}}]}],"max_tokens":1024}'
+    headers:
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
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+      - api.anthropic.com
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+      - MacOS
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+      - application/json
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+  recorded_at: Mon, 20 Oct 2025 20:11:50 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_file_url_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_file_url_bare.yml
new file mode 100644
index 00000000..97e81dad
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_file_url_bare.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+      X-Stainless-Os:
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+      X-Stainless-Package-Version:
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+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '257'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 19:59:44 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
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+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '49000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
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+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-20T19:59:44Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
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+      Anthropic-Ratelimit-Tokens-Limit:
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+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '59000'
+      Anthropic-Ratelimit-Tokens-Reset:
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+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
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+      X-Envoy-Upstream-Service-Time:
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+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
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+      X-Robots-Tag:
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+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991b18e0893367bf-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01M5aK1j4DVhurbw8axKo3tm","type":"message","role":"assistant","content":[{"type":"text","text":"This
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+  recorded_at: Mon, 20 Oct 2025 19:59:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_bare.yml
new file mode 100644
index 00000000..ce13b666
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_bare.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"base64","media_type":"image/png","data":"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
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+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 05:56:58 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
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+      Anthropic-Ratelimit-Input-Tokens-Reset:
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+      Anthropic-Ratelimit-Output-Tokens-Limit:
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+      Anthropic-Ratelimit-Output-Tokens-Remaining:
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+      Anthropic-Ratelimit-Output-Tokens-Reset:
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+      Anthropic-Ratelimit-Tokens-Limit:
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+      X-Envoy-Upstream-Service-Time:
+      - '1817'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
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+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9916465f7c529e59-SJC
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+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01ETxrtiD58kkEHRsmXCwnsf","type":"message","role":"assistant","content":[{"type":"text","text":"This
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+        background with possibly a very subtle mark or dot, but there''s no clear
+        or distinct content visible. The image quality is very low, or it may be nearly
+        empty. Could you provide more context or a clearer version of the image?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":17,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":72,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 05:56:58 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_message.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_message.yml
new file mode 100644
index 00000000..eda3311c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_message.yml
@@ -0,0 +1,109 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '309'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 19:06:13 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
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+      Via:
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+        it could be a favicon, a simple geometric shape, or perhaps a loading indicator.
+        The image is predominantly white or light-colored with what might be a small
+        colored element in the center, but the resolution is too low for me to identify
+        it with certainty. \n\nIf you could provide more context about where this
+        image is from or what it''s meant to represent, I''d be happy to give you
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+  recorded_at: Mon, 20 Oct 2025 19:06:13 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_messages.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_messages.yml
new file mode 100644
index 00000000..5507e0fa
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_base64_messages.yml
@@ -0,0 +1,107 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"base64","media_type":"image/png","data":"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '309'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
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+      Content-Type:
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+      Transfer-Encoding:
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+      Connection:
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+      Anthropic-Ratelimit-Requests-Reset:
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+      X-Envoy-Upstream-Service-Time:
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+      Via:
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+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991aca7218409e58-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01X9NWHYHSX77faTWe48ZjwM","type":"message","role":"assistant","content":[{"type":"text","text":"This
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+        mark in light gray or white color against a white or light background. Due
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+        details or purpose of this icon with certainty."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":17,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":78,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 19:06:11 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_bare.yml
new file mode 100644
index 00000000..eee8d736
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_bare.yml
@@ -0,0 +1,107 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"url","url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '269'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 05:56:40 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
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+      Anthropic-Ratelimit-Requests-Remaining:
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+      Anthropic-Ratelimit-Requests-Reset:
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+      Anthropic-Ratelimit-Tokens-Reset:
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+      - req_011CUHwCbPZgtqeTTB4tNMM8
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+      Via:
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+      Cf-Cache-Status:
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+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991645e52b3e67bf-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_0131tDwcW2BweHqvtwwQSGse","type":"message","role":"assistant","content":[{"type":"text","text":"This
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+  recorded_at: Mon, 20 Oct 2025 05:56:40 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_message.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_message.yml
new file mode 100644
index 00000000..79821d96
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_message.yml
@@ -0,0 +1,108 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"url","url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '269'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 05:56:44 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-20T05:56:43Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-20T05:56:45Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-20T05:56:44Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-20T05:56:43Z'
+      Request-Id:
+      - req_011CUHwCznV2on5kjrGXSkeQ
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1838'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991646074d99963f-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01DHMH4m7EHD7GAiYGdKZ69d","type":"message","role":"assistant","content":[{"type":"text","text":"This
+        image shows the **Active Agents** logo, which appears to be a text-based logo
+        with a red circular icon on the left side. The logo uses a clean, professional
+        font and is commonly associated with software or technology services, though
+        without additional context, I cannot specify exactly what Active Agents does.
+        The design is simple and straightforward, suitable for corporate branding
+        purposes."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":19,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":81,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 05:56:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_messages.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_messages.yml
new file mode 100644
index 00000000..5ffe2f6f
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_image_url_messages.yml
@@ -0,0 +1,108 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"url","url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '269'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 05:56:42 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-20T05:56:41Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-20T05:56:43Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-20T05:56:41Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-20T05:56:41Z'
+      Request-Id:
+      - req_011CUHwCpMvPC8fUFPk6Ay1B
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '2273'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991645f80a4f15b4-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01Gs4n22LiCQ5ycE6CfbiMG2","type":"message","role":"assistant","content":[{"type":"text","text":"#
+        Active Agents Logo\n\nThis image shows the \"ACTIVE AGENTS\" logo, which features:\n\n-
+        **Text**: The words \"ACTIVE AGENTS\" in dark blue/navy color\n- **Icon**:
+        A red circular symbol or badge to the left of the text, which appears to be
+        a stylized design element\n\nThis appears to be a company or organization
+        logo, though without additional context, I cannot specify what particular
+        organization or service this represents."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":19,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":97,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 05:56:42 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_default.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_default.yml
new file mode 100644
index 00000000..2789599b
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_default.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"What
+        is the capital of France?"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '118'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:52:21 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-21T22:52:20Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-21T22:52:21Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-21T22:52:22Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-21T22:52:20Z'
+      Request-Id:
+      - req_011CUMATuuEydQorXRk5LieC
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '905'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99245325ba3915b4-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_017gMCauBRyzMNZiN1jecf3Z","type":"message","role":"assistant","content":[{"type":"text","text":"The
+        capital of France is Paris."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":14,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":10,"service_tier":"standard"}}'
+  recorded_at: Tue, 21 Oct 2025 22:52:21 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_with_locals.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_with_locals.yml
new file mode 100644
index 00000000..85988483
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_templates_with_locals.yml
@@ -0,0 +1,121 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"Tell
+        me about Japan and its capital city Tokyo."}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '135'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:52:53 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-21T22:52:50Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-21T22:52:55Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-21T22:52:51Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-21T22:52:50Z'
+      Request-Id:
+      - req_011CUMAW3oobqZ1LqFdzYFN9
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '4007'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 992453daed566802-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01C8i9CozKc31eYJHcNepreW","type":"message","role":"assistant","content":[{"type":"text","text":"#
+        Japan and Tokyo\n\n## Japan Overview\nJapan is an island nation in East Asia
+        consisting of four main islands: Honshu, Hokkaido, Kyushu, and Shikoku. With
+        about 125 million people, it''s one of the world''s most densely populated
+        countries. Japan is known for blending ancient traditions with cutting-edge
+        technology.\n\n**Key characteristics:**\n- Rich cultural heritage (temples,
+        tea ceremonies, martial arts)\n- Economic powerhouse with major tech and automotive
+        industries\n- Famous for cuisine, anime, and manga\n- Mountainous terrain
+        with frequent earthquakes\n\n## Tokyo\n\nTokyo is Japan''s capital and largest
+        city, located on the eastern coast on Honshu island.\n\n**Population & Size:**\n-
+        About 14 million people in the city proper\n- Over 37 million in the greater
+        metropolitan area (one of the world''s largest)\n\n**Notable Features:**\n-
+        **Shinjuku & Shibuya**: Famous bustling districts known for shopping and nightlife\n-
+        **Traditional areas**: Asakusa with its historic temples\n- **Modern landmarks**:
+        Tokyo Tower, Tokyo Skytree\n- **Efficient transit**: Extensive subway and
+        train network\n- **Food scene**: Michelin-starred restaurants alongside street
+        food\n\n**Role:**\nTokyo is the political, economic, and cultural center of
+        Japan, hosting the government, major corporations, and countless cultural
+        institutions.\n\nWould you like to know more about any specific aspect of
+        Japan or Tokyo?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":17,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":325,"service_tier":"standard"}}'
+  recorded_at: Tue, 21 Oct 2025 22:52:53 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_bare.yml
new file mode 100644
index 00000000..bcf5dd77
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_bare.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"What
+        is the capital of France?"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '118'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 19:06:54 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-20T19:06:54Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-20T19:06:55Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-20T19:06:55Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-20T19:06:54Z'
+      Request-Id:
+      - req_011CUJyTskUHH3GqfvFheyDs
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '780'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 991acb86fcd0cf45-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01MnExji6G3fYWRuh2ZXjwFq","type":"message","role":"assistant","content":[{"type":"text","text":"The
+        capital of France is Paris."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":14,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":10,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 19:06:54 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_bare.yml
new file mode 100644
index 00000000..a75a92e1
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_bare.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"Explain
+        quantum computing in bare terms."}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
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+      User-Agent:
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+      Host:
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+      X-Stainless-Lang:
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+      X-Stainless-Os:
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+      X-Stainless-Runtime:
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+      X-Stainless-Runtime-Version:
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+      X-Stainless-Retry-Count:
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+      X-Stainless-Timeout:
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+  response:
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+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 19:06:53 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
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+      Anthropic-Ratelimit-Input-Tokens-Reset:
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+      Anthropic-Ratelimit-Output-Tokens-Reset:
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+      Anthropic-Ratelimit-Requests-Limit:
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+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
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+      Anthropic-Ratelimit-Tokens-Limit:
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+      Anthropic-Ratelimit-Tokens-Remaining:
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+      Anthropic-Ratelimit-Tokens-Reset:
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+      Strict-Transport-Security:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_object.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_object.yml
new file mode 100644
index 00000000..4afbdb68
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_message_object.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"What
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+      Content-Type:
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+      Connection:
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+      Anthropic-Ratelimit-Input-Tokens-Remaining:
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+      Anthropic-Ratelimit-Input-Tokens-Reset:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_bare.yml
new file mode 100644
index 00000000..f566d87d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_bare.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"Tell
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
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+      - api.anthropic.com
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+      - arm64
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+      X-Stainless-Timeout:
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+      Content-Type:
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+      Connection:
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+  recorded_at: Mon, 20 Oct 2025 19:07:08 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_object.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_object.yml
new file mode 100644
index 00000000..a06ad1ff
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_text_messages_object.yml
@@ -0,0 +1,125 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"assistant","content":"I
+        can help you with programming questions."},{"role":"user","content":"What
+        are the benefits of using ActiveRecord?"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '208'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Mon, 20 Oct 2025 19:07:03 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-20T19:07:00Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-20T19:07:05Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-20T19:07:00Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-20T19:07:00Z'
+      Request-Id:
+      - req_011CUJyUHNHThUBatRJcqJiv
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '4016'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
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+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01TMUAweNTtjC8AiNVgkEXca","type":"message","role":"assistant","content":[{"type":"text","text":"#
+        Benefits of ActiveRecord\n\nActiveRecord is an Object-Relational Mapping (ORM)
+        library, primarily used in Ruby on Rails. Here are its key benefits:\n\n##
+        1. **Simplified Database Interaction**\n- Write less SQL code\n- Use Ruby
+        objects instead of raw queries\n- Intuitive, readable syntax\n\n## 2. **Rapid
+        Development**\n- Quickly scaffold models and migrations\n- Built-in CRUD operations\n-
+        Less boilerplate code\n\n## 3. **Database Abstraction**\n- Switch databases
+        with minimal code changes\n- Works with PostgreSQL, MySQL, SQLite, etc.\n-
+        Database-agnostic queries\n\n## 4. **Built-in Validations**\n- Validate data
+        before saving to database\n- Reduce duplicate validation logic\n- Consistent
+        error handling\n\n## 5. **Associations**\n- Easily define relationships (has_many,
+        belongs_to, etc.)\n- Automatic join queries\n- Reduces manual relationship
+        management\n\n## 6. **Security Features**\n- Protection against SQL injection\n-
+        Parameter sanitization built-in\n- Secure by default\n\n## 7. **Conventions
+        Over Configuration**\n- Follow Rails conventions = less configuration needed\n-
+        Predictable naming patterns\n- Faster onboarding for new developers\n\n##
+        8. **Rich Query Interface**\n- Chainable query methods\n- Lazy evaluation
+        (queries execute only when needed)\n- Complex queries without raw SQL\n\n##
+        9. **Migrations**\n- Version control for database schema\n- Easy rollbacks\n-
+        Team collaboration on schema changes\n\n## 10. **Callbacks & Hooks**\n- Execute
+        code at specific model lifecycle points\n- before_save, after_create, etc.\n-
+        Automate common patterns\n\nWould you like me to elaborate on any of these
+        benefits?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":39,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":405,"service_tier":"standard"}}'
+  recorded_at: Mon, 20 Oct 2025 19:07:03 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_texts_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_texts_bare.yml
new file mode 100644
index 00000000..b56adea1
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/messages_test/test_agent_texts_bare.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":[{"type":"text","text":"Tell
+        me a fun fact about Ruby programming."},{"type":"text","text":"Now explain
+        why that''s interesting."}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '216'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 04:54:21 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-21T04:54:18Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-21T04:54:23Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-21T04:54:19Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-21T04:54:18Z'
+      Request-Id:
+      - req_011CUKkFrUyicvTyM6qPkj8U
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
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+      X-Envoy-Upstream-Service-Time:
+      - '3854'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
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+      X-Robots-Tag:
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+      Server:
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+      string: !binary |-
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+  recorded_at: Tue, 21 Oct 2025 04:54:21 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object.yml
new file mode 100644
index 00000000..138fde01
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"Return
+        a JSON object with three primary colors in an array named ''colors''."},{"role":"assistant","content":"Here
+        is the JSON requested:\n{"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
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+      - api.anthropic.com
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+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
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+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
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+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '226'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Thu, 23 Oct 2025 23:53:11 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
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+      - keep-alive
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+      - '50000'
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+      - '10000'
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+      - 1.1 google
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+      - DYNAMIC
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+      - none
+      Server:
+      - cloudflare
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+      - 99352701d954cfc4-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_019XaHQgKWMBZckg2tqrgARo","type":"message","role":"assistant","content":[{"type":"text","text":"\n  \"colors\":
+        [\"red\", \"blue\", \"yellow\"]\n}"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":31,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":19,"service_tier":"standard"}}'
+  recorded_at: Thu, 23 Oct 2025 23:53:11 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object_bare.yml
new file mode 100644
index 00000000..218df7ef
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_json_object_bare.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"Return
+        a JSON object with three primary colors in an array named ''colors''."},{"role":"assistant","content":"Here
+        is the JSON requested:\n{"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '226'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 20:04:32 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '450000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '450000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-25T20:04:32Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '90000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '90000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-25T20:04:32Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '1000'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '999'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-25T20:04:31Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '540000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '540000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-25T20:04:32Z'
+      Request-Id:
+      - req_011CUUWuLMDPfeS9GU4KHYjQ
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '793'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 994452d15c81f497-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01Mu2etBQ6ZsTxgJn6oZdbP7","type":"message","role":"assistant","content":[{"type":"text","text":"\n  \"colors\":
+        [\n    \"red\",\n    \"yellow\",\n    \"blue\"\n  ]\n}"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":31,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":29,"service_tier":"standard"}}'
+  recorded_at: Sat, 25 Oct 2025 20:04:32 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text.yml
new file mode 100644
index 00000000..f9f94c8c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"List
+        three primary colors."}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '114'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Thu, 23 Oct 2025 23:53:12 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '50000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-23T23:53:12Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '10000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-23T23:53:13Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '48'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-23T23:53:13Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '60000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-23T23:53:12Z'
+      Request-Id:
+      - req_011CUR2irxtSLAsKMxGz52gQ
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1234'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9935270758062714-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01MjGQwiHfbm5T29qhfWpNUu","type":"message","role":"assistant","content":[{"type":"text","text":"The
+        three primary colors are:\n\n1. **Red**\n2. **Yellow**\n3. **Blue**\n\nThese
+        are the traditional primary colors in art and painting, as they cannot be
+        created by mixing other colors together."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":50,"service_tier":"standard"}}'
+  recorded_at: Thu, 23 Oct 2025 23:53:12 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text_bare.yml b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text_bare.yml
new file mode 100644
index 00000000..609248f1
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/common_format/response_format_test/test_agent_response_text_bare.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-haiku-4-5","messages":[{"role":"user","content":"List
+        three primary colors."}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '114'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 20:04:33 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '450000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '450000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-25T20:04:33Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '90000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '90000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-25T20:04:33Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '1000'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '999'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-25T20:04:32Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '540000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '540000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-25T20:04:33Z'
+      Request-Id:
+      - req_011CUUWuQVzind9bb6mBZ144
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1136'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 994452d7680bce9c-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-haiku-4-5-20251001","id":"msg_01PN2EKcdKo6AC1PDDQRAhiq","type":"message","role":"assistant","content":[{"type":"text","text":"The
+        three primary colors are:\n\n1. **Red**\n2. **Yellow**\n3. **Blue**\n\nThese
+        are the traditional primary colors in the RYB (Red-Yellow-Blue) color model
+        used in art and painting."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":54,"service_tier":"standard"}}'
+  recorded_at: Sat, 25 Oct 2025 20:04:33 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_assistant_message_tool_use.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_assistant_message_tool_use.yml
new file mode 100644
index 00000000..2de78fb6
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_assistant_message_tool_use.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What''s
+        the weather in San Francisco?"},{"role":"assistant","content":[{"type":"text","text":"I''ll
+        check the weather for you."},{"type":"tool_use","id":"toolu_123","name":"get_weather","input":{"location":"San
+        Francisco, CA"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_123","content":"72°F
+        and sunny"}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '428'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:48:46 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:48:46Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '7000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:48:52Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:48:46Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '37000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T03:48:46Z'
+      Request-Id:
+      - req_011CUDyqBcKqqFSMBePEVu8q
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1886'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99050fd38d4917f2-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:48:46 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_basic_request.yml
new file mode 100644
index 00000000..6219e4ee
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_basic_request.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Hello,
+        Claude!"}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '112'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:48:05 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:48:05Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:48:05Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:48:05Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T03:48:05Z'
+      Request-Id:
+      - req_011CUDynB5VgdPFibQ7ydqVA
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1585'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99050ed46d8e6804-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01HZVgtm724wS73HqGSfykTS","type":"message","role":"assistant","content":[{"type":"text","text":"Hello!
+        It''s nice to meet you. How can I help you today?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":11,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":19,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 03:48:05 GMT
+recorded_with: VCR 6.3.1
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new file mode 100644
index 00000000..51f7019d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_extended_thinking.yml
@@ -0,0 +1,112 @@
+---
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new file mode 100644
index 00000000..1503ab75
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_metadata_request.yml
@@ -0,0 +1,102 @@
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new file mode 100644
index 00000000..d6768877
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_multiple_messages.yml
@@ -0,0 +1,120 @@
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+        and write text that sounds human\n- Answer questions, write essays, code,
+        translate languages, and more\n\n**How they learn:**\n- They''re trained on
+        massive amounts of text from books, websites, and articles\n- They learn patterns
+        - like which words typically go together and how sentences are structured\n-
+        Think of it like someone who''s read millions of books and learned how language
+        works\n\n**How they respond:**\n- When you ask something, they predict what
+        words should come next based on their training\n- They don''t truly \"understand\"
+        like humans do - they''re recognizing patterns\n- They generate responses
+        word by word, choosing what''s most likely to fit\n\n**Key limitations:**\n-
+        They don''t have real knowledge or beliefs\n- They can make mistakes or \"hallucinate\"
+        false information\n- They don''t have access to current events (unless specifically
+        updated)\n- They can''t learn from conversations permanently\n\nThink of an
+        LLM as an incredibly well-read assistant that''s very good at pattern matching
+        in language, but doesn''t actually \"think\" the way humans do.\n\nDoes that
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+recorded_with: VCR 6.3.1
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new file mode 100644
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--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_sampling_parameters.yml
@@ -0,0 +1,103 @@
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+  recorded_at: Sat, 18 Oct 2025 03:48:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_stop_sequences.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_stop_sequences.yml
new file mode 100644
index 00000000..512518b3
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_stop_sequences.yml
@@ -0,0 +1,103 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Generate
+        a JSON object representing a person with a name, email, and phone number ."}],"max_tokens":1024,"stop_sequences":["}"]}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '204'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:47:37 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:47:36Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:47:37Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:47:36Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T03:47:36Z'
+      Request-Id:
+      - req_011CUDyk4zKeQRqi7FsDRvw3
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1925'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99050e21fc37169e-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01MXYtF6bbpWtwC587ZPpqc2","type":"message","role":"assistant","content":[{"type":"text","text":"```json\n{\n  \"name\":
+        \"John Smith\",\n  \"email\": \"john.smith@example.com\",\n  \"phone\": \"+1-555-123-4567\"\n"}],"stop_reason":"stop_sequence","stop_sequence":"}","usage":{"input_tokens":24,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":44,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 03:47:37 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_streaming.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_streaming.yml
new file mode 100644
index 00000000..d1bfd6d4
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_streaming.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"Tell
+        me a story."}],"max_tokens":1024,"stream":true}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - text/event-stream
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '128'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:47:03 GMT
+      Content-Type:
+      - text/event-stream; charset=utf-8
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Cf-Ray:
+      - 99050d513da2eb25-SJC
+      Cache-Control:
+      - no-cache
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:47:02Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:47:02Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:47:03Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T03:47:02Z'
+      Request-Id:
+      - req_011CUDyhcFBgsDodsJNQbSTE
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '1770'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        event: message_start
data: {"type":"message_start","message":{"model":"claude-sonnet-4-5-20250929","id":"msg_01CpEVUxB5JFhaGLVfNLMxqL","type":"message","role":"assistant","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":12,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}} }

event: content_block_start
data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""}        }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"#"}         }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" The Lighthouse"}      }

event: ping
data: {"type": "ping"}

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" Keeper's Secret"}          }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"\n\nOn"}}

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" a rocky islan"}           }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"d where the sea met"}    }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" the sky in"} }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" endless gray, there lived a lighthouse keeper name"}  }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"d Elias. Every"}     }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" night, he clim"} }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"bed the "}    }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"127 spir"}  }

event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"aling steps"}      }

event: content_block_delta
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+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:47:34Z'
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+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:47:35Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:47:33Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
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+      - '38000'
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+      Request-Id:
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+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '2685'
+      Via:
+      - 1.1 google
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+      - DYNAMIC
+      X-Robots-Tag:
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+      Server:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_auto.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_auto.yml
new file mode 100644
index 00000000..fe6cf3da
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_auto.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What''s
+        the weather?"}],"max_tokens":1024,"tools":[{"name":"get_weather","description":"Get
+        weather","input_schema":{"type":"object","properties":{"location":{"type":"string"}},"required":["location"]}}],"tool_choice":{"type":"auto"}}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
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+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
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+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
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+      X-Stainless-Retry-Count:
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+      X-Stainless-Timeout:
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+      Content-Length:
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+      code: 200
+      message: OK
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+      Date:
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+      Content-Type:
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+      Transfer-Encoding:
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+      - none
+      Server:
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+      Cf-Ray:
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+        you''d like to check the weather for. Could you please tell me the city, region,
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+  recorded_at: Sat, 18 Oct 2025 03:47:45 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_disable_parallel.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_disable_parallel.yml
new file mode 100644
index 00000000..53c94301
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_disable_parallel.yml
@@ -0,0 +1,106 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What''s
+        the weather?"}],"max_tokens":1024,"tools":[{"name":"get_weather","description":"Get
+        weather","input_schema":{"type":"object","properties":{"location":{"type":"string"}},"required":["location"]}}],"tool_choice":{"type":"auto","disable_parallel_tool_use":true}}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
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+      - arm64
+      X-Stainless-Lang:
+      - ruby
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+      - MacOS
+      X-Stainless-Package-Version:
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+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
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+      - ACCESS_TOKEN
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+      - '0'
+      X-Stainless-Timeout:
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+  response:
+    status:
+      code: 200
+      message: OK
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+      Content-Type:
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+      - keep-alive
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+      Server:
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+  recorded_at: Sat, 18 Oct 2025 03:48:56 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_specific.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_specific.yml
new file mode 100644
index 00000000..01564ef5
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tool_choice_specific.yml
@@ -0,0 +1,204 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What''s
+        the weather?"}],"max_tokens":1024,"tools":[{"name":"get_weather","description":"Get
+        weather","input_schema":{"type":"object","properties":{"location":{"type":"string"}},"required":["location"]}}],"tool_choice":{"type":"tool","name":"get_weather"}}'
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+      - Ruby
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+      - api.anthropic.com
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+      message: OK
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+      Date:
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+      Server:
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+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01PhcrToCNwyRQ61sfmLNDW5","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QJjLx6V2f3GcHMGhNozUG5","name":"get_weather","input":{"location":"<UNKNOWN>"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":655,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":34,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 03:48:07 GMT
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":"What''s
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+      message: OK
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_request.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_request.yml
new file mode 100644
index 00000000..e21d67ff
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_request.yml
@@ -0,0 +1,209 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
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diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_with_streaming.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_with_streaming.yml
new file mode 100644
index 00000000..2b4c5aaf
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_tools_with_streaming.yml
@@ -0,0 +1,242 @@
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+        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
+  recorded_at: Sat, 18 Oct 2025 03:48:54 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_user_message_content_blocks.yml b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_user_message_content_blocks.yml
new file mode 100644
index 00000000..dfbeb25b
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/anthropic/native_format_test/test_agent_user_message_content_blocks.yml
@@ -0,0 +1,105 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://api.anthropic.com/v1/messages
+    body:
+      encoding: UTF-8
+      string: '{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image","source":{"type":"base64","media_type":"image/jpeg","data":"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"max_tokens":1024}'
+    headers:
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - application/json
+      User-Agent:
+      - Ruby
+      Host:
+      - api.anthropic.com
+      X-Stainless-Arch:
+      - arm64
+      X-Stainless-Lang:
+      - ruby
+      X-Stainless-Os:
+      - MacOS
+      X-Stainless-Package-Version:
+      - 1.12.0
+      X-Stainless-Runtime:
+      - ruby
+      X-Stainless-Runtime-Version:
+      - 3.4.7
+      Content-Type:
+      - application/json
+      Anthropic-Version:
+      - '2023-06-01'
+      X-Api-Key:
+      - ACCESS_TOKEN
+      X-Stainless-Retry-Count:
+      - '0'
+      X-Stainless-Timeout:
+      - '600.0'
+      Content-Length:
+      - '320'
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:48:49 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Anthropic-Ratelimit-Input-Tokens-Limit:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Remaining:
+      - '30000'
+      Anthropic-Ratelimit-Input-Tokens-Reset:
+      - '2025-10-18T03:48:48Z'
+      Anthropic-Ratelimit-Output-Tokens-Limit:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Remaining:
+      - '8000'
+      Anthropic-Ratelimit-Output-Tokens-Reset:
+      - '2025-10-18T03:48:52Z'
+      Anthropic-Ratelimit-Requests-Limit:
+      - '50'
+      Anthropic-Ratelimit-Requests-Remaining:
+      - '49'
+      Anthropic-Ratelimit-Requests-Reset:
+      - '2025-10-18T03:48:48Z'
+      Anthropic-Ratelimit-Tokens-Limit:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Remaining:
+      - '38000'
+      Anthropic-Ratelimit-Tokens-Reset:
+      - '2025-10-18T03:48:48Z'
+      Request-Id:
+      - req_011CUDyqLUdMFiAsMRJ42hDF
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Anthropic-Organization-Id:
+      - 2557c2f2-bcfa-4054-9fa8-ae13b3b47d6b
+      X-Envoy-Upstream-Service-Time:
+      - '2683'
+      Via:
+      - 1.1 google
+      Cf-Cache-Status:
+      - DYNAMIC
+      X-Robots-Tag:
+      - none
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99050fe06d1158ac-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"model":"claude-sonnet-4-5-20250929","id":"msg_01C2ByjQciQ6PceQWUWUFYo5","type":"message","role":"assistant","content":[{"type":"text","text":"This
+        image appears to be almost entirely blank or white. I can see what looks like
+        a very faint gray or off-white background, but there is no discernible text,
+        objects, or other content visible in the image."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":17,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":50,"service_tier":"standard"}}'
+  recorded_at: Sat, 18 Oct 2025 03:48:49 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..fce21ba4
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":[{"type":"text","text":"You
+        are a helpful assistant."},{"type":"text","text":"Always be polite and professional."}]},{"role":"user","content":"Hello,
+        Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:22:29 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Tue, 21 Oct 2025 22:22:29 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..3fd52beb
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":[{"type":"text","text":"You
+        are an overridden assistant."},{"type":"text","text":"Please respond concisely."}]},{"role":"user","content":"Hello,
+        Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:22:17 GMT
+      Content-Length:
+      - '1457'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Tue, 21 Oct 2025 22:22:17 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request.yml
new file mode 100644
index 00000000..76b7f589
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"Default auto-loaded instructions
+        for testing."},{"role":"user","content":"Hello, Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:27:51 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:27:51 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..42082cf3
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
+        Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:30:34 GMT
+      Content-Length:
+      - '1779'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:30:34 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..2f28cddd
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a configured assistant
+        with default instructions."},{"role":"user","content":"Hello, Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:30:17 GMT
+      Content-Length:
+      - '1482'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        eyJpZCI6ImNoYXRjbXBsLTY0NSIsIm9iamVjdCI6ImNoYXQuY29tcGxldGlvbiIsImNyZWF0ZWQiOjE3NjA3NTgyMTcsIm1vZGVsIjoiZGVlcHNlZWstcjE6bGF0ZXN0Iiwic3lzdGVtX2ZpbmdlcnByaW50IjoiZnBfb2xsYW1hIiwiY2hvaWNlcyI6W3siaW5kZXgiOjAsIm1lc3NhZ2UiOnsicm9sZSI6ImFzc2lzdGFudCIsImNvbnRlbnQiOiJIZWxsbyEg8J+Ri1xuXG5HcmVhdCB0byBzZWUgeW91IGhlcmUg4oCUIGFuZCBJ4oCZbSBoYXBweSB0byBoZWxwISBJZiB5b3XigJlyZSByZWZlcnJpbmcgdG8gbWUgYmVpbmcgcGFydCBvZiB5b3VyIHdvcmxkIHRocm91Z2ggT2xsYW1hLCBsZXTigJlzIGp1c3Qgc2F5IHRoaXMgaXMgYSBmcmVzaCBzdGFydC4g8J+YiiBHb3QgYW55dGhpbmcgZXhjaXRpbmcgb3IgaW50ZXJlc3Rpbmcgb24geW91ciBtaW5kIHRvZGF5PyIsInJlYXNvbmluZyI6Ik9rYXksIHRoZSB1c2VyIGdyZWV0ZWQgbWUgd2l0aCDigJxIZWxsbywgT2xsYW1hIeKAnSB3aGljaCBmZWVscyBsaWtlIGEgd2FybSBhbmQgc2xpZ2h0bHkgcGxheWZ1bCBvcGVuaW5nLiBcblxuSG1tLCBnaXZlbiB0aGF0IHRoaXMgaXMgbXkgZmlyc3QgaW50ZXJhY3Rpb24gaGVyZSwgdGhleSBtaWdodCBiZSB0ZXN0aW5nIGhvdyBJIHJlc3BvbmQgb3IganVzdCBzdGFydGluZyBhIGNhc3VhbCBjb252ZXJzYXRpb24uIFRoZWlyIHRvbmUgc3VnZ2VzdHMgZnJpZW5kbGluZXNz4oCUbWF5YmUgZXZlbiBhIGJpdCBjdXJpb3Vz4oCUYnV0IG5vdCBvdmVybHkgZGVtYW5kaW5nIG9yIGZvcm1hbC5cblxuU2luY2UgdGhlIGdyZWV0aW5nIGluY2x1ZGVzIOKAnE9sbGFtYSzigJ0gaXQncyBwb3NzaWJsZSB0aGV5IHJlZmVycmVkIHRvIG9uZSBvZiBPcGVuQUkncyBtb2RlbHMgKGxpa2UgR1BULTQgb2xsYW1hKSBlYXJsaWVyLCBzbyBJJ2xsIGFja25vd2xlZGdlIHRoYXQgY29ubmVjdGlvbiB3aXRob3V0IG1ha2luZyBhc3N1bXB0aW9ucy4gXG5cblRoZSByZXNwb25zZSBzaG91bGQgYmUgY2hlZXJmdWwgYW5kIG9wZW4tZW5kZWQsIGludml0aW5nIHRoZW0gdG8gc2hhcmUgd2hhdCB0aGV5J3JlIGludGVyZXN0ZWQgaW4gd2hpbGUgZXN0YWJsaXNoaW5nIGEgaGVscGZ1bCB0b25lLiBNYXliZSB0aHJvdyBpbiBhbiBlbW9qaSBvciB0d28gdG8gbWF0Y2ggdGhlaXIgZnJpZW5kbHkgdmliZS5cblxuQWxzbyB3b3J0aCBtZW50aW9uaW5nIHRoaXMgaXMgbXkgZmlyc3QgaW50ZXJhY3Rpb27igJRJIGRvbid0IGhhdmUgYWNjZXNzIHRvIG1lbW9yeeKAlGJ1dCBmcmFtaW5nIGl0IGFzIHNvbWV0aGluZyB3ZSBjYW4gb3ZlcmNvbWUgdG9nZXRoZXIga2VlcHMgdGhlIGNvbnZlcnNhdGlvbiBwb3NpdGl2ZSByYXRoZXIgdGhhbiBwb2ludGluZyBvdXQgbGltaXRhdGlvbnMuXG4ifSwiZmluaXNoX3JlYXNvbiI6InN0b3AifV0sInVzYWdlIjp7InByb21wdF90b2tlbnMiOjgsImNvbXBsZXRpb25fdG9rZW5zIjoyNDQsInRvdGFsX3Rva2VucyI6MjUyfX0K
+  recorded_at: Sat, 18 Oct 2025 03:30:17 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..846b1b95
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
+        Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:29:54 GMT
+      Content-Length:
+      - '701'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:29:54 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..7c174ef7
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hello, Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:27:36 GMT
+      Content-Length:
+      - '1877'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:27:36 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..518627c3
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
+        Ollama!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:30:09 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:30:09 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_document_base64_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_document_base64_bare.yml
new file mode 100644
index 00000000..1699532f
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_document_base64_bare.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this document?"},{"type":"file","file":{"file_data":"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"}}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 400
+      message: Bad Request
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Tue, 21 Oct 2025 22:17:54 GMT
+      Content-Length:
+      - '102'
+    body:
+      encoding: UTF-8
+      string: '{"error":{"message":"invalid message format","type":"invalid_request_error","param":null,"code":null}}'
+  recorded_at: Tue, 21 Oct 2025 22:17:54 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_bare.yml
new file mode 100644
index 00000000..73eeb39e
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_bare.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:17:01 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Tue, 21 Oct 2025 22:17:01 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_message.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_message.yml
new file mode 100644
index 00000000..4e41b97d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_message.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:17:27 GMT
+      Content-Length:
+      - '1749'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-459","object":"chat.completion","created":1761085047,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"I
+        cannot see or analyze images. To share something from an image with me, please
+        type your description here directly using screenshots or detailed descriptions
+        whenever applicable.\n\n\\`\\`\\`\n\u003cimage\u003e\n\\`\\`\\`","reasoning":"Okay,
+        the user is asking about an image but hasn''t attached anything yet. Their
+        question \"What''s in this image?\" seems straightforward - they probably
+        want visual content analyzed from whatever picture they have.\nSince there''s
+        no actual image provided under img-0 (as per usual), I can''t perform any
+        computer vision analysis. The request format suggests they might be testing
+        or comparing with assistant systems that do handle images differently.\n\nThe
+        user likely either didn''t realize their image wasn''t attached, was unsure
+        if this is possible through text interfaces yet, or simply wants to know how
+        the system would normally analyze and describe an uploaded image.\nThey probably
+        expect some form of visual recognition like many other users who ask about
+        pictures. Maybe they''re curious about what can be done with images in conversational
+        AI systems.\n\nI should respond neutrally without making assumptions - that
+        there''s no img-0 attached but if it were, these are the aspects the system
+        would typically recognize and describe.\nThe response should mirror common
+        text-based assistant behaviors to manage expectations properly while remaining
+        informative about how they''d handle such requests otherwise.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":13,"completion_tokens":264,"total_tokens":277}}
+
+        '
+  recorded_at: Tue, 21 Oct 2025 22:17:27 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_messages.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_messages.yml
new file mode 100644
index 00000000..d9a783ca
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_base64_messages.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:17:37 GMT
+      Content-Length:
+      - '1886'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-867","object":"chat.completion","created":1761085057,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"I''m
+        unable to see or interpret any images unless you upload them directly into
+        this chat. No file was received with your question.\n\nTo help me understand
+        what''s in the image, please:\n\n1.  **Upload** the `.svg` file (it doesn''t
+        need a special extension like \".jpg\" for processing).\n2.  Or, if describing
+        it is manageable, tell me you''re trying to upload an image and describe the
+        content *in your mind*.","reasoning":"Hmm, the user is asking about an image
+        but hasn''t actually provided one. What a common scenario! They probably clicked
+        \"Send Image\" without realizing they need to upload first.\n\nOkay, let me
+        break this down. The core issue here isn''t technical - I can still help them
+        learn how we interact with images despite not seeing their specific file.
+        The user might be feeling frustrated if they expected just an answer about
+        their image, or maybe confused by the interface.\n\nI should first acknowledge
+        that no image was received while making our process absolutely clear: 1) We
+        need to receive and analyze actual content 2) I''ll demonstrate how this works
+        with current capabilities 3) Offer practical alternatives like describing
+        what''s in mind. \n\nThe tone needs to be helpful but not condescending -
+        they''re just following basic steps correctly for regular queries, so it shouldn''t
+        feel like their lack of technical knowledge is being highlighted negatively.\n\nAlternative
+        approach: Maybe the user thinks we can predict images from text alone? I should
+        gently clarify that limitation while showing how our system would normally
+        function for image-based questions.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":13,"completion_tokens":316,"total_tokens":329}}
+
+        '
+  recorded_at: Tue, 21 Oct 2025 22:17:37 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_url_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_url_bare.yml
new file mode 100644
index 00000000..4d98b5f1
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_image_url_bare.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 400
+      message: Bad Request
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Tue, 21 Oct 2025 22:16:30 GMT
+      Content-Length:
+      - '99'
+    body:
+      encoding: UTF-8
+      string: '{"error":{"message":"invalid image input","type":"invalid_request_error","param":null,"code":null}}'
+  recorded_at: Tue, 21 Oct 2025 22:16:30 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_bare.yml
new file mode 100644
index 00000000..5e082743
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_bare.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the capital of France?"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:09:07 GMT
+      Content-Length:
+      - '1925'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Tue, 21 Oct 2025 22:09:07 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_bare.yml
new file mode 100644
index 00000000..b307a804
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_bare.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain quantum computing in
+        bare terms."}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:12:56 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
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+  recorded_at: Tue, 21 Oct 2025 22:12:56 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_object.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_object.yml
new file mode 100644
index 00000000..ec65a7ae
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_message_object.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What are the main differences
+        between Ruby and Python?"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:15:53 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        {"id":"chatcmpl-461","object":"chat.completion","created":1761084953,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Ruby and Python are two popular dynamic, interpreted programming languages known for their simplicity and readability, but they differ in several key aspects:\n\n### 1. **Syntax Style**\n   - **Python**: Syntax emphasizes explicitness, using keywords like `for`, `if` consistently (e.g., loops vs conditionals). It requires explicit return statements (`return`). Curly braces `{}` are not used for code blocks; instead, indentation defines structure.\n   - **Ruby**: Uses more natural English-like syntax with words such as `end` and `def`. There’s no distinction between keywords in assignment (e.g., `=`) or conditionals/loops. Returns the last expression's value implicitly.\n\n### 2. **Inheritance Model**\n   - **Python**: Single inheritance is the default, while multiple inheritance exists but must be used cautiously. Most codebases focus on single inheritance for clarity.\n   - **Ruby**: Supports multiple inheritance via classes inheriting from modules (similar to traits in Scala), combined with mixins. This allows more flexible composition of behaviors.\n\n### 3. **Execution Model**\n   - **Python**: Scripts and programs are separate entities, requiring distinct file types like `.py` vs `.pyc`. Execution is typically linear.\n   - **Ruby**: Combines scripts (\"throwaway\" code) and Rake tasks (complex workflows in build automation), enabling reuse across projects without tight coupling.\n\n### 4. **Typing Philosophy**\n   - **Python**: Often used for creating universal tools that work on multiple data types, reflecting a pragmatic approach to duck typing.\n   - **Ruby**: Prioritizes writing domain-specific methods (\"Little Languages\") tailored to precise use cases in larger systems (e.g., web frameworks like Ruby on Rails).\n\n### 5. **Error Handling**\n   - Both raise exceptions and handle system errors consistently, but their default runtime behaviors differ. Python strictly enforces the Liskov substitution principle for inheritance, while Ruby encourages creative multiple inheritance solutions.\n\n**Example Contrasts:**\n\n- **Control Flow**:\n  ```python\n  # Python requires explicit 'else' with indentation\n  if condition:\n      return \"yes\"\n  else:\n      return \"no\"\n  ```\n\n  ```ruby\n  # Ruby uses more natural syntax but needs an 'else'\n  if condition\n      \"yes\"\n  else\n      \"no\"\n  end # Implicit return from hereon, no 'return' expected in middle/end of code blocks\n  ```\n\n### Key Differences Summary:\n- **Ruby** is often preferred for concise syntax in domains like web UI or automation tasks.\n- **Python** excels as a universal foundation language (e.g., scientific computing with NumPy) due to its explicit return style and focus on broad applicability.\n\nThese distinctions help guide which projects or roles might align better with each language.","reasoning":"We are comparing two high-level programming languages: Ruby and Python.\n Here are some key points to highlight:\n\n 1. Syntax:\n    - Python is known for its clean, readable syntax and mandatory whitespace that helps in enforcing code style.\n    - Ruby also uses indentation but it's optional and can be mixed with spaces and tabs (though typically used as spaces).\n\n 2. Object Orientation:\n    - Both are object-oriented languages, though the philosophy is slightly different.\n\n 3. Typing Discipline:\n    - Python has a strong dynamic typing system.\n    - Ruby also has an explicit dynamic typing system.\n\n 4. Philosophy and Design:\n    - Python (Zen of Python) emphasizes readability, simplicity, and code clarity. It has a philosophy of doing one thing well.\n    - Ruby is more about \"developer happiness\" or \"matz happy\". It prioritizes programmer satisfaction and uses duck typing.\n\n 5. Paradigm Flexibility:\n    - Both can be used for multiple programming paradigms (procedural, functional, object-oriented).\n    - However, in practice, each tends to lean towards its own style.\n\n 6. Control Flow Statements:\n    - The structure of control flow statements is similar but with slight differences.\n        Example: \n          Python uses `elif` and `else`, while Ruby uses `elsif` and `else`.\n          Also, the semicolon for multiple statements on one line in a block (like if/while) is replaced by newline.\n\n 7. Exception Handling:\n    - Both use try-except blocks but have different syntax.\n        Python: \n            try... except ... as ... or from ...\n            can also catch exceptions and check instance of\n        Ruby:\n            begin ... rescue ...\n            multiple conditions possible with `when` (using subclass, class, and even variable checking)\n\n 8. Loops:\n    - Both use for loops and while loops.\n    - In Python, the classic loop requires iterating over a range or using `range()`, whereas in Ruby often ranges are used but also there is no need to specify range if we are going to break on condition.\n\n 9. Function/Method Definition:\n        Python: \n            def function_name(parameters):\n                ... body ...\n\n        Ruby:\n            define method_name(parameters)\n                ... body ...\n            end\n\n10. Line Continuation and Comments:\n    - Both can use parentheses for multi-line without continuation character, but in single line they have (#) comments.\n\n11. Block Syntax (for Iterators): \n    - Python uses indentation to define the block after a colon.\n    - Ruby also uses an indented block but sometimes with `do: ... end` or `{ }`. Also, there is concept of heredoc and everything can be done within code blocks if properly closed.\n\n12. String Interpolation:\n        Python (3): \n            f-strings for embedding expressions in strings.\n            {} placeholders inside string literals.\n\n        Ruby:\n            #{expression} is the typical way to interpolate a value or expression into a string.\n\n    - Also, Python has %-formatting and .format() method while Ruby often uses `sprintf` or interpolation.\n\n13. Standard Library:\n    Both have extensive standard libraries. However, they are designed differently (Python for a wide range of domains, Ruby more focused on web development initially).\n\n14. Community and Ecosystem:\n    - Python has an active community and is widely used in data science, machine learning, web development (Django, Flask), automation, etc.\n    - Ruby has a strong following in the Rails framework which is popular for web applications.\n\n15. Dynamic Typing:\n    - Both have dynamic typing but differ in error handling during type operations:\n\n        In Python:\n            \u003e\u003e\u003e a = 1\n            \u003e\u003e\u003e b = \"2\"\n            \u003e\u003e\u003e print(a+b) \n            TypeError: unsupported operand type(s) for +: 'int' and 'str'\n\n        In Ruby (without strong.typing):\n            \u003e\u003e class Foo ; end\n            =\u003e nil\n            \u003e\u003e a = Foo.new\n            =\u003e #\u003cFoo:0x005642a9b3e0\u003e\n            \u003e\u003e b = 1\n            =\u003e 1\n            \u003e\u003e a + b   -\u003e This doesn't work because everything in Ruby is an object? Actually, no. Let me correct:\n\n        Correction for Ruby:\n            In Ruby, the + operator tries to call the `+` method on the first operand and pass the second as argument. Since Foo has no defined + method, it will try to do type coercion if possible. But typically, when two very different objects are added, an error is raised.\n\n        Actually, let me correct my previous example: in Ruby, the above addition attempt would be:\n\n            \u003e\u003e class Foo; end\n            =\u003e nil\n            \u003e\u003e a = Foo.new\n            =\u003e #\u003cFoo:0x005642a9b3e0\u003e\n            \u003e\u003e b = 1\n            =\u003e 1\n            \u003e\u003e a + b\n            No implementation for message #+ on class `#object (class Foo)`\n\n        However, if we try with strings and integers:\n\n            \u003e\u003e c = \"2\"\n            =\u003e \"2\"\n            \u003e\u003e d = 3\n            =\u003e 3\n            \u003e\u003e c * d   -\u003e allows different types when operation is supported by both?\n            No implementation for message `*` on class `String`\n\n        Alternatively, let's try with a fixed string:\n\n        Actually the error handling can be different. For example, if we do something more specific to the type (like checking methods). But note: Ruby does not allow mixing types in an operation unless that is defined by overloading.\n\n16. Blocks vs Lambdas:\n    - In Python, there are no built-in language blocks beyond control structures and iterators with for/while.\n    - Ruby has explicit `do ... end` or `{}` blocks that can be passed to methods (like `.each`).\n\n17. Gems vs Pip:\n    - The package manager in the Ruby ecosystem is called RubyGems (or Bundler), while Python uses pip, conda, etc.\n\nHowever, note that these are high-level differences and both languages evolve over time. Also, there is much overlap because of similar syntax and paradigms.\n\nLet me summarize with a structured comparison:\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":12,"completion_tokens":1879,"total_tokens":1891}}

+  recorded_at: Tue, 21 Oct 2025 22:15:53 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_bare.yml
new file mode 100644
index 00000000..985703e1
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_bare.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"Tell
+        me a fun fact about Ruby programming."},{"type":"text","text":"Now explain
+        why that''s interesting."}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:14:02 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        {"id":"chatcmpl-367","object":"chat.completion","created":1761084842,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"A fun fact about Ruby programming is its capability for **reverse indexing using negative numbers in arrays**. For example:\n\n```ruby\narr = [1, 2, 3, 4]\nputs arr[-2]   # Output: 3 (the third element from the end)\n```\n\nThis unique feature allows programmers to quickly access elements *from the last* without knowing the exact index length upfront.\n\n**Why it's interesting:** Think about how often you might need to retrieve an item near the end of a list, like the `last` or `(n-1)th` element. Reverse indexing simplifies this by making negative integers (e.g., `-`, `-2`) valid ways to count backwards from the array’s final index. This can save time and make code more readable in situations where you handle dynamic arrays or need concise logic for accessing trailing elements, offering a clever shortcut without altering the original data structure.","reasoning":"We are going to find a fun fact about Ruby and then explain why it is interesting.\n One example: In Ruby, you can have an array with elements of different types, including numbers and strings, without explicit type declaration.\n But also note:\n Another one: You can use the same keyword 'return' to exit loops (like while or until) even if they don't explicitly call a method? Actually no.\n\n Let me look for something more unique. How about:\n\n \"You can have an infinite loop in Ruby without ever using a colon, just with parentheses and three exclamation marks.\"\n\n But that doesn't sound fun enough.\n\n Another one: \n In Ruby, you can re-open any class to add or modify methods. For example:\n   Array.class \u003c\u003c :cool_method\n\n Wait, let me check the syntax again. Actually, there's more interesting:\n\n \"You can concatenate arrays in Ruby with both `+` and `|`, but they behave differently (union vs concatenation).\"\n\n But that might be too straightforward.\n\n Let me try a different one:\n   Fact: You don't need to import anything in Ruby because the syntax includes for methods like upcase or sort, which are included from the standard library.\n   Why it's interesting: In many other languages you have to import libraries and sometimes even modules. In Ruby, these built-in classes come with a lot of functionality without explicit imports.\n\n However, let me find something more unusual:\n\n \"Ruby has upcased method names as constants, for example, `attr_reader`, but you can still access them by using the lowercase version or even if there's no underscore.\"\n\n Wait, that doesn't hold. Let me check: \n   We don't have an `attr_reader` class in Ruby? Actually, we have modules like `ActiveSupport::Concern` and then `included_modules`.\n\n Not exactly.\n\n After some research (in my mind) I recall:\n\n \"In Ruby, you can have an array of strings and split them by using the same method as for splitting a string. For example:\n   %w{apple banana orange}.split(',')\n\n This will actually work because `%w` creates an array from words delimited by spaces, but note that `split` is defined for strings.\n\n But wait: \n  If I have an array of strings and want to split each element? Then you can do:\n\n Example: \n\n   arr = ['apple pie', 'banana bread']\n   arr.map { |str| str.split }\n\n However, the fun fact might be something else.\n\n Another idea:\n\n \"Ruby is a language that allows multiple inheritance via mixins. But note that it uses modules to achieve this by including them.\"\n\n Wait, not as fun as maybe others.\n\n How about:\n\n \"You can call private methods from outside their class using `self.method_name` even if the receiver doesn't respond to the call?\"\n\n Actually, let me try:\n\n   class MyClass\n     def public_method\n        42\n     end\n\n     private\n\n     def private_method\n       'secret'\n     end\n   end\n\n   obj = MyClass.new\n   puts obj.private_method   # this would fail because private methods are not visible from outside.\n\n But wait, the fun fact might be:\n\n \"Ruby has a method called `send` that allows you to call any public or protected method (but not private) by name. And there's also an internal method `_send` for calling private methods.\"\n\n Let me check in IRB:\n\n   class MyClass\n     def public_method; end\n\n     private\n\n     def private_method; end\n   end\n\n   obj = MyClass.new\n   # I can call public and protected (if called from same class or instance) but not private via send by default?\n   Actually, the `send` method in Ruby is defined in Kernel as a public method. So:\n\n   obj.send(:private_method)\n\n This will actually break because private methods are hidden even when called using `send`? Wait no, let me check.\n\n Actually: \n   According to the documentation (or my memory), you cannot call private methods via `send` by default unless the object is also an instance of a subclass that has inherited or if it's in the same class and allowed?\n\n This might be getting too complex for a fun fact.\n\n Let me think again.\n\n I remember:\n\n \"You can define variables inside double quotes (\\\"...\\\") as part of the string, but note that they are interpolated.\"\n\n But wait: Double quoted strings in Ruby support interpolation. What about single quotes? No, it's not allowed because you have to declare variables and then use them?\n\n Not a fun fact.\n\n Another one:\n\n \"Ruby 1.9 introduced a new type of string literal for backticks (`` ... ``) that returns the result of evaluating any shell command it contains.\"\n\n Wait, but in Ruby, the method `system` or using backticks actually runs system commands? And wait, is this true?\n\n Example:\n   `echo 'hello'`\n\n This will output hello and return nil. Actually no: \n\n  Kernel.backtick (i.e., backticks) are special because they can capture stdout (if a string literal then it doesn't). Wait:\n\n    In Ruby, when you use `` echo \\\"hello\\\"` the entire content from the opening backtick to the closing one is passed as a command.\n\n  Actually, if I do:\n      result = `echo 'hello'`\n      puts $?\n\n  That runs a system call and captures the output. But note that `$?` holds the exit status of the last shell command.\n\n Then there's:\n\n \"You can access special variables even within an array created with backticks (like in double quotes) because they are available in every context.\"\n\n Wait, that might not be it.\n\n Alternatively, let me choose a different approach and pick one from programming folklore or quirks:\n\n   \"Ruby allows you to have a module named `Foo` inside another module named the same as an instance variable prefix.\"\n\n Or maybe even more fun: \n\n  \"You can call private methods by sending a message with the exact method name, but there's a twist. Sometimes if a class has too many private methods (like over a certain limit) they might be automatically turned to single letter prefixes? No.\"\n\n I'm struggling.\n\n Let me use:\n\n   Fact: In Ruby, you can define singleton methods on an object and then call those methods using `self.method_name`, but there's no way to do that without making the method available as part of class definition (unless it's a metaclass).\n\n Not fun.\n\n Wait, let me think about something I remember from Eric Hanchway:\n\n \"Ruby has a feature where if you have two variables with the same name in different scopes, they don't interfere.\"\n\n But this is true for most dynamically scoped languages? \n\n Actually, no. Because Ruby is lexically scoped by default (except global variables). So let me not.\n\n I found something more interesting from StackOverflow or other sources:\n\n   \"Ruby allows you to call private methods of another class if the object on which you are calling is an instance of that class and it's called in the context of a method with super, but wait.\"\n\n Actually, no. Private methods can only be called by the same object (the singleton) unless overridden.\n\n Let me try:\n\n   class A\n     private\n\n     def hello\n        \"from B\"\n     end\n   end\n\n   class B \u003c A; end\n\n   x = B.new\n   puts x.hello  # This is okay because in a subclass, the instance of B still has access to methods from A? Wait no.\n\n   According to Ruby's documentation: \n     In general, private means not overridden by subclasses and callable only from within an object. However, if a method from a superclass does something useful that you can't easily override (like mix in) then sometimes it might be appropriate to allow the method to be called.\"\n\n   Actually, I think we are confused with protected.\n\n Let me look for another fact:\n\n   Fun Fact: In Ruby, array indices start at 0 (like most languages). But what about negative numbers? They work! \n\n     arr = [1,2,3]\n     puts arr[-1]   # prints the last element: 3\n\n   So you can go in reverse by using negative indices.\n\n Why is this interesting?\n\n   Because it's a common feature (like PHP) but not everyone knows. Also, I love that because then when debugging and seeing an index like -2 or something, you'll know what to do!\n\n But wait, let me explain:\n\n   Negative indexes can be used from 0 down to -(number_of_elements). So:\n\n     arr = [10,20,30]\n        # indices: \n         0: 10\n         1: 20\n         2: 30\n\n         -1: 30\n         -2: 20\n         -3: 10\n\n   So it's a way to index from the end.\n\n Now, that seems like a fun fact and explanation is straightforward.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":18,"completion_tokens":2052,"total_tokens":2070}}

+  recorded_at: Tue, 21 Oct 2025 22:14:02 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_object.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_object.yml
new file mode 100644
index 00000000..3890695b
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_text_messages_object.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"assistant","content":"I can help you with programming
+        questions."},{"role":"user","content":"What are the benefits of using ActiveRecord?"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:10:35 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        {"id":"chatcmpl-673","object":"chat.completion","created":1761084635,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Okay, let's talk about some key benefits of using **ActiveRecord** (the ORM pattern implemented in Ruby on Rails) when working with relational databases.\n\nThe fundamental benefit lies in its core principle: **mapping database tables directly to Ruby classes and their rows to objects.**\n\nHere are the main advantages:\n\n1.  **Object-Relational Mapping (ORM):** This is the heart of ActiveRecord.\n    *   **Encapsulation:** It allows you to work entirely with Ruby objects (your Models) instead of writing SQL code. The persistence logic (how these objects get saved to and retrieved from the database) is hidden within the ORM layer.\n    *   **Abstraction:** Hides the complexities of direct database interaction for most tasks, reducing the need to write verbose or fragile raw SQL queries.\n    *   **Less Boilerplate:** Reduces the amount of repetitive code needed to handle common database operations.\n\n2.  **Convention over Configuration (CoC):** ActiveRecord heavily leverages CoC principles prevalent in Rails:\n    *   **Sensible Defaults:** It provides sensible defaults for how things work. For example, by default, a `User` model maps directly to the `users` table.\n    *   **Implicit Behavior:** Naming conventions often dictate behavior and relationships (e.g., using standard association methods like `has_many :posts` automatically configures foreign key lookups (`post_id`) in related models).\n    *   **Developer Productivity:** This reduces setup time and configuration code, leading to faster development once you understand the conventions.\n\n3.  **Domain Model Focus:**\n    *   **Organized Logic:** Keeps all your business logic (domain rules) encapsulated within your model classes.\n    *   **Object Behavior:** You can define methods with a specific purpose in a single class (the Model). The ORM handles saving/reading, making it easier to manage object state and persistence separately. Think of `validates`, callbacks, etc.\n\n4.  **Persistence Abstraction:**\n    *   **Simple Accessors:** For the attribute \"email\" on your User model, you just have `user.email = 'new email'` and access via `user.email`.\n    *   **Automatic Save/Destroy:** Methods like `save`, `update_attributes`, or simply assigning attributes (if auto-save is enabled) automatically generate SQL inserts/updates. Similarly, `destroy` uses the foreign key to cascade deletes.\n    *   **Consistency:** Provides a consistent interface for interacting with different database systems.\n\n5.  **Database Query Abstraction:**\n    *   **Model Methods:** You use model methods (finders) instead of writing standard SQL query syntax (`SELECT`, `FROM`, `WHERE` etc.). This keeps the code closer to your models and business logic.\n    *   **Scoping:** Allows building queries through method chaining (`User.where(active: true).order(:created_at).limit(10)`) which is clean and readable.\n\n6.  **Reduced Boilerplate for CRUD (CRUDBake-off):**\n    *   ActiveRecord significantly reduces the code needed to implement standard Create, Read, Update, Delete operations compared to other options like DataMapper or just custom SQL/Ruby classes built from scratch.\n\n7.  **Active Record Validations:** Provides a powerful way to enforce business rules and data integrity directly within your model when saving data (e.g., `validates_presence_of :name`, `validates_uniqueness_of :email`). This keeps validation logic separate and contained in the Model, promoting good design principles.\n\n8.  **Database Transactions:**\n    *   Provides methods for managing database transactions (`transaction`) easily within your models or controllers when persisting multiple related records or performing critical operations.\n\n9.  **Easier Testing (in some ways):**\n    *   Since interactions are object-based and handled through model methods, unit tests can often focus purely on the behavior of these objects without needing complex stubs for every database call unless you're dealing with external dependencies in validations/associations.\n    *   Allows testing persistence logic by just calling save or destroy.\n\n10. **Simplified Relationship Management:**\n    *   Easily defines relational data (`belongs_to`, `has_many`, `has_and_belongs_to_many`) and ActiveRecord handles the SQL joins, foreign keys, and retrieval of related records seamlessly (e.g., finding products for a category).\n\n**In summary:** ActiveRecord provides a robust way to map database tables onto Ruby objects, automating much of the data access code. By focusing on the domain model as pure Ruby objects and using conventions, it significantly speeds up development, reduces boilerplate code, maintains cleaner separation between logic/business rules and persistence concerns, and offers powerful built-in features for validations, transactions, and querying.\n\nWhile ORMs like ActiveRecord introduce some learning curve (like understanding potential issues with \"magic,\" mapping complexity, or performance pitfalls compared to raw SQL), the benefits for developers using a framework that promotes these principles usually outweigh the drawbacks for common CRUD and data access needs.","reasoning":"Okay, so the user is asking about the benefits of using ActiveRecord. Let me start by recalling what I know about it. ActiveRecord is part of Ruby on Rails, right? So, they might be a Rails developer or someone considering learning Rails.\n\nFirst, they mentioned CRUD operations and ORMs. That's straightforward—ActiveRecord simplifies database interactions. But maybe they want more than just the basics. They could be looking to transition from another framework or language where ORM isn't as integrated, like if they're coming from plain Ruby or a different web framework.\n\nThey used \"benefits,\" so I should focus on advantages over alternatives. Comparing it to writing direct SQL would highlight why ActiveRecord is better unless someone's doing something very specific with hand-rolled queries. They might be weighing the time investment of learning ActiveRecord versus maintaining raw SQL code.\n\nORM layer makes development faster, especially for teams using Rails. But maybe they're concerned about potential issues like magic or mapping problems. I should mention that while focusing on the positives since their question is clear.\n\nObject-Oriented approach ties into Ruby's paradigms. They might be familiar with OOP and appreciate how models encapsulate behavior. It could help in teaching other developers who know object-oriented programming without a steep database learning curve.\n\nLet me structure the benefits: Convention over configuration, domain model focus, persistence abstraction, query abstraction (like finders), reduced boilerplate for CRUD, validation layer for better data quality, transaction handling, ease of testing with mocks, and community support. Each point addresses different pain points developers face without ORM.\n\nWait, they might be a beginner or intermediate developer looking to understand why ActiveRecord is recommended by the Ruby on Rails community. Or maybe an experienced dev evaluating tools for a new project. Either way, emphasizing how it accelerates development and integrates well with Rails could appeal to them.\n\nAlso, considering active record principle itself—single class holding domain logic and data persistence. But since they're in the context of Rails' ActiveRecord ORM, I should distinguish that framework-specific part unless specified otherwise.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":20,"completion_tokens":1443,"total_tokens":1463}}

+  recorded_at: Tue, 21 Oct 2025 22:10:35 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_texts_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_texts_bare.yml
new file mode 100644
index 00000000..406235af
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/messages_test/test_agent_texts_bare.yml
@@ -0,0 +1,99 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"Tell
+        me a fun fact about Ruby programming."},{"type":"text","text":"Now explain
+        why that''s interesting."}]}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 22:09:48 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-954","object":"chat.completion","created":1761084588,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Okay,
+        here''s a fun fact:\n\nYou cannot execute code inside a string interpolated
+        with `#{}` if that code block (or part of it) spans across multiple lines.\n\n*   **The
+        Fun Fact:** In Ruby 1.9 and above (which includes the common `{...}` syntax
+        for interpolation in addition to older `%Q{...}` style), if you try something
+        like:\n    ```ruby\n    my_var = \"hello\"\n    long_string = \u003c\u003c~EOS\n        #{my_var[0].upcase!\"world\".reverse!}
+        # This is intentional and wrong on multiple levels!\n          or perhaps
+        this: %x{\n            system_command_line\n          }\n    EOS\n    ```\n    (or
+        using `\u003c\u003c-EOS` or `%x{}` etc.) you''ll get a syntax error because
+        the Ruby parser will treat everything after the line break inside the interpolation
+        as part of *your string*. The `{...}` block is considered an \"embedded expression,\"
+        and when it spans lines, the newline becomes invalid syntax within that embedded
+        scope.\n\n**Why This Is Interesting:**\n\nThis feels like one of those delightful
+        little surprises in a language known for its pragmatism and avoiding unnecessary
+        complexity. It highlights:\n\n1.  **Ruby''s Syntax Sensitivity Edge Cases:**
+        Ruby tries very hard to be forgiving with whitespace, especially where curly
+        braces `{}` might denote blocks or other things (`case`/`when`, `if`/`elsif`
+        conditions). This rule ensures that the newline isn''t interpreted as part
+        of a code block when you intended it for interpolation *into* your string.
+        It maintains clarity.\n2.  **Tricky Corner Case:** Many developers aren''t
+        aware this limitation exists, especially if they haven''t tried to write cross-line
+        interpolated expressions. When someone encounters such code and gets stuck
+        on the error message (`invalid in ...%{...} expression: \\n`), it can be unexpectedly
+        frustrating because your instinct is to interpret that newline as normal.\n3.  **Security
+        Awareness (Bonus):** While `\u003c\u003c~EOS` uses HEREDOC syntax where leading
+        tabs are stripped, a similar rule applies internally for `system_command_line`.
+        This specific quirk *might* have indirectly prompted the requirement or clarification
+        in other Ruby implementations regarding multiline string interpolation execution
+        (`%x{...}` and `\u003c\u003c(END_MARKER)`) because allowing arbitrary code
+        on newlines within interpolated execution commands is clearly dangerous. While
+        less direct, it reinforces that this limitation exists across various interpretations.\n\nEssentially,
+        *every* newline inside a multiline `${...}`, `%(...}` or similar block forces
+        the Ruby interpreter to stop parsing *within* those braces and interpret it
+        as part of the outer string literal structure. It''s an unusual requirement
+        for a language like Ruby, which otherwise encourages code without such strict
+        whitespace rules regarding interpolation blocks.","reasoning":"Okay, the user
+        asked for a fun fact about Ruby and then to explain its interest. Let me start
+        by recalling something unexpected but accurate about the language. How about
+        the String interpolation in #{...} with multiline blocks? That seems kinda
+        obscure and cool at the same time.\n\nFirst, I need to present the fun fact
+        clearly. Maybe they''re looking for that unique aspect where Ruby allows executing
+        code inside interpolated strings even across multiple lines. Check if all
+        examples work with heredocs or xstrings. I remember in a StackOverflow discussion
+        about multiline string interpolation, someone tried `#{print \"hi\"}\\n` and
+        it compiled but threw an error because the newline was outside. That''s the
+        quirky part.\n\nNow, why is this interesting? The user probably wants to understand
+        not just that the fact exists, but its significance for Rubyists. It ties
+        into Ruby''s design of making code as forgiving as possible, yet here''s a
+        time where syntax breaks due to a newline in an xstring and blocks. This makes
+        the language both friendly and has edge cases that are good conversation starters.\n\nThe
+        user might be preparing for a technical chat or just curious about hidden
+        features. They could be learning Ruby and want engaging trivia. Or maybe they''re
+        interested in how dynamic languages handle syntax rules compared to static
+        ones like Python or JavaScript. Explaining the community''s reaction, like
+        the RFC and debates around it, adds context of real-world impact.\n\nAlso,
+        considering deeper needs: Maybe the user is looking for a fun fact to use
+        in a talk, article, or to impress peers with Ruby knowledge. They might appreciate
+        understanding how seemingly small features can have large implications in
+        code design. Highlighting the contrast between Ruby''s usual leniency and
+        this specific quirk emphasizes its cleverness without relying on memorized
+        syntax.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":18,"completion_tokens":937,"total_tokens":955}}
+
+        '
+  recorded_at: Tue, 21 Oct 2025 22:09:48 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object.yml
new file mode 100644
index 00000000..eca651d8
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object.yml
@@ -0,0 +1,60 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return a JSON object with three
+        primary colors in an array named ''colors''."}],"model":"deepseek-r1:latest","response_format":{"type":"json_object"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 21:28:38 GMT
+      Content-Length:
+      - '2014'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-696","object":"chat.completion","created":1761427718,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"{\n\n\n  \"colors\":
+        [\"red\", \"green\", \"blue\"]\n}","reasoning":"We are to return a JSON object
+        that contains an array of three primary colors.\n The primary colors typically
+        in the context of web design or common knowledge are red, blue, and green
+        (RGB).\n However, note that sometimes the traditional primary colors for pigments
+        (R-Y-B) include yellow as well, but since we need only three, \n RGB is often
+        used.\n\n But let''s confirm: In subtractive color (like paints), the primary
+        colors are typically cyan, magenta, and yellow. \n In additive color (like
+        computer screens), they are red, green, and blue.\n\n Since the prompt does
+        not specify, I''ll assume it wants the web RGB primary colors because that
+        is more versatile in digital contexts.\n If the context is for pigments (like
+        printing with CMYK) then cyan, magenta, yellow would be considered. But without
+        specification, \n to avoid confusion, let me use red, green, blue.\n\n However,
+        note: the three primary colors of light and the RGB color model are indeed
+        red, green, and blue.\n\n Let''s create a JSON object like:\n {\n   \"colors\":
+        [\"red\", \"green\", \"blue\"]\n }\n\n But wait, if we think about the traditional
+        pigments (subtractive) then it is often mentioned as yellow in some contexts.
+        \n The problem says ''primary colors'' without specifying RGB or CMYK.\n\n
+        Alternatively, we can consider the common understanding of primary colors
+        for young children or art classes which sometimes includes red, blue and yellow.\n\n
+        However, the prompt does not specify so I''ll stick to the most standard digital
+        primary: red, green, blue.\n\n If there is a specific requirement, it should
+        be provided. Since none was given, this is my best judgment.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":370,"completion_tokens":16,"total_tokens":386}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 21:28:38 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object_bare.yml
new file mode 100644
index 00000000..7e3d687e
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_json_object_bare.yml
@@ -0,0 +1,49 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return a JSON object with three
+        primary colors in an array named ''colors''."}],"model":"deepseek-r1:latest","response_format":{"type":"json_object"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 21:27:28 GMT
+      Content-Length:
+      - '1182'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-88","object":"chat.completion","created":1761427648,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"{\"colors\":[\"red\",\"blue\",\"yellow\"]}","reasoning":"We
+        are to return a JSON object that has one key: \"colors\"\n The value of \"colors\"
+        should be an array containing the three primary colors.\n Primary colors typically
+        refer to red, blue, and yellow (in subtractive color models like paint) OR\n
+        In additive color models (like RGB), we have red, green, blue.\n However,
+        the problem doesn''t specify one model or another. Let''s assume the common
+        primary colors are red, blue, and yellow.\n\n So, we can create a JSON object:
+        { \"colors\": [\"red\", \"blue\", \"yellow\"] }\n\n But note: sometimes people
+        might think of RGB primaries (red, green, blue). However, without specification,
+        let''s choose subtractive as it is more traditional for primary colors in
+        art.\n\n If the problem intended any particular definition, we can adjust.
+        Since not specified, I''ll use red, blue, yellow.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":202,"completion_tokens":10,"total_tokens":212}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 21:27:28 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text.yml
new file mode 100644
index 00000000..60795094
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text.yml
@@ -0,0 +1,60 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"List three primary colors."}],"model":"deepseek-r1:latest","response_format":{"type":"text"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 21:27:40 GMT
+      Content-Length:
+      - '2016'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-259","object":"chat.completion","created":1761427660,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"In
+        art and design (referring to subtractive color mixing with pigments like paints),
+        the three traditional primary colors are generally considered **Red, Blue,
+        and Yellow**.\n\nHowever, it''s important to note that:\n\n*   **Additive
+        color theory** (used in light, e.g., RGB screens) considers different primaries:
+        Red, Green, and Blue.\n*   The exact choice can vary slightly depending on
+        the specific context or color model followed.","reasoning":"Okay, the user
+        is asking to list three primary colors. Let me start by recalling what primary
+        colors are. In color theory, there are different sets depending on context.\n\nFirst,
+        I need to address their question in a general sense. They might be thinking
+        for art or design. The common answer is red, blue, yellow as subtractive primaries.
+        But wait, subtractive refers to pigments, paints, etc., right? That''s the
+        standard RGB model vs. CMYK and other systems.\n\nThey could be interested
+        in either additive (like screen colors) or traditional art. Maybe they''re
+        an artist or a designer working with physical materials versus digital screens.
+        The answer should cover both possibilities without assuming their field unless
+        specified.\n\nBut why would someone ask this? They might be learning about
+        color basics for school, starting to paint, doing graphic design work, or
+        just curious. Including both systems shows thoroughness and invites them to
+        ask which one they need more details on.\n\nThe user''s needs aren''t just
+        the list; they probably want clarity on how primary colors differ between
+        contexts. Not all information sources explain these nuances. Explaining RGB
+        vs CMYK helps them avoid confusion later, especially if their work involves
+        both mediums or printing.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":7,"completion_tokens":345,"total_tokens":352}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 21:27:40 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text_bare.yml
new file mode 100644
index 00000000..fd3907db
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/common_format/response_format_test/test_agent_response_text_bare.yml
@@ -0,0 +1,60 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"List three primary colors."}],"model":"deepseek-r1:latest","response_format":{"type":"text"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 25 Oct 2025 21:27:53 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-931","object":"chat.completion","created":1761427673,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"In
+        the context of **pigment** and traditional **art**, there are three primary
+        colors:\n\n1.  Red\n2.  Yellow\n3.  Blue\n\nThese combine (subtractively)
+        to create all other colors.\n\nHowever, in the context of **light** and digital
+        displays (**additive color theory**), the three primary colors are:\n\n*   Red\n*   Green\n*   Blue\n\nOften
+        abbreviated as RGB.","reasoning":"Okay, the user asked me to list three primary
+        colors. Let me start by recalling that primary colors depend on context. In
+        art and design, it''s usually red, yellow, blue for pigments. The RYB model
+        is widely taught in schools, so the user might be expecting a basic answer
+        unless they specify another context.\n\nWait, but maybe they have a different
+        background? Like digital or physics. Primary colors there are red, green,
+        blue (RGB). Need to mention both possibilities because I don''t know for sure
+        what they''re referring to.\n\nHmm, should I just give the RYB model first
+        and then add RGB as an alternative? The user might not be aware that contexts
+        vary. They might think primary colors are a fixed set, but it''s actually
+        context-dependent. Including both models shows thoroughness without assuming
+        their knowledge level.\n\nAlso, considering why they''re asking. Maybe for
+        a school project or general curiosity. Either way, being clear and accurate
+        is key. Avoid technical jargon unless necessary. Keep the answer simple with
+        brief explanations for each color in each model to show understanding of basics
+        like light vs pigment mixing.\n\nNeed to check if there''s any ambiguity between
+        models. For example, RGB is additive (light sources) while subtractive (like
+        paints or digital screens) use RYB. The user didn''t specify, so it''s safer
+        to present both possibilities as they''re equally standard depending on context.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":7,"completion_tokens":381,"total_tokens":388}}
+
+        '
+  recorded_at: Sat, 25 Oct 2025 21:27:53 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions.yml
new file mode 100644
index 00000000..0fe56909
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions.yml
@@ -0,0 +1,114 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
+        Boston today?"}],"model":"qwen3","tool_choice":"auto","tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+        the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:50:38 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-116","object":"chat.completion","created":1760759438,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"","reasoning":"Okay,
+        the user is asking about the weather in Boston today. Let me check the tools
+        available. There''s a function called get_current_weather that takes location
+        and unit parameters. The location is required, and the unit can be celsius
+        or fahrenheit. Since the user didn''t specify the unit, I should default to
+        a common one. In the US, people usually use Fahrenheit, but Boston is in Massachusetts,
+        and they might prefer Celsius. Wait, actually, in the US, Fahrenheit is more
+        common for weather. But maybe the function''s default is Celsius. Wait, the
+        parameters show that unit is optional, but the enum includes both. Since the
+        user didn''t specify, maybe I should use Fahrenheit as it''s the US standard.
+        Alternatively, maybe the function defaults to Celsius if not provided. Hmm.
+        The function''s parameters don''t mention a default, so perhaps I should include
+        the unit. But the user didn''t ask for a specific unit. Maybe I should call
+        the function without the unit and let the backend handle it, but the function
+        requires the unit to be specified. Wait, looking back, the parameters have
+        \"unit\" as a property with enum, but is it required? The required array only
+        includes \"location\". So unit is optional. So I can omit it, but the function
+        might have a default. However, the user might expect Fahrenheit. Alternatively,
+        maybe the function requires the unit. Wait, the parameters say \"unit\" is
+        part of the properties but not in the required array. So it''s optional. So
+        I can call the function with just location. But the user might want Fahrenheit.
+        Wait, the user is in the US, so maybe Fahrenheit is better. But the function''s
+        parameters don''t have a default, so maybe the backend will handle it. Alternatively,
+        perhaps the function expects the unit to be provided. But since the user didn''t
+        specify, maybe I should call the function without the unit and let the backend
+        decide. Wait, the function''s parameters for unit have an enum, so it''s required
+        to provide one. Wait, no. The required array only has \"location\". So unit
+        is optional. So I can omit it. But the function might need it. Wait, the function''s
+        parameters have \"unit\" as a property but not in the required array. So it''s
+        optional. Therefore, I can call the function with just the location. However,
+        the user might expect the unit. But since the user didn''t specify, maybe
+        the function will return the unit in the response. Alternatively, maybe the
+        function requires the unit. Wait, perhaps the function''s parameters have
+        \"unit\" as optional, so I can include it. But since the user didn''t specify,
+        maybe I should default to Fahrenheit. So I''ll include unit as \"fahrenheit\".
+        Let me check the function again. The function''s parameters for unit have
+        an enum of celsius and fahrenheit. So the user might expect the answer in
+        Fahrenheit. So I''ll include unit: \"fahrenheit\". Therefore, the function
+        call should be get_current_weather with location \"Boston\" and unit \"fahrenheit\".\n","tool_calls":[{"id":"call_8kul2diq","index":0,"type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"Boston\",\"unit\":\"fahrenheit\"}"}}]},"finish_reason":"tool_calls"}],"usage":{"prompt_tokens":180,"completion_tokens":659,"total_tokens":839}}
+
+        '
+  recorded_at: Sat, 18 Oct 2025 03:50:38 GMT
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
+        Boston today?"},{"role":"assistant","content":"","tool_calls":[{"id":"call_8kul2diq","index":0,"type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"Boston\",\"unit\":\"fahrenheit\"}"}}]},{"role":"tool","content":"{\"location\":\"Boston\",\"unit\":\"fahrenheit\",\"temperature\":\"22\"}","tool_call_id":"call_8kul2diq"}],"model":"qwen3","tool_choice":"auto","tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+        the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:50:43 GMT
+      Content-Length:
+      - '1044'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:50:43 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions_with_streaming.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions_with_streaming.yml
new file mode 100644
index 00000000..90279969
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_functions_with_streaming.yml
@@ -0,0 +1,961 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
+        Boston today?"}],"model":"qwen3","stream":true,"tool_choice":"auto","tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
+        the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - text/event-stream
+      Date:
+      - Sat, 18 Oct 2025 03:49:28 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: UTF-8
+      string: |+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":"Okay"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":","},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" the"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" user"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" is"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" asking"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" about"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" the"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" weather"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" in"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" Boston"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" today"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":"."},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" Let"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" me"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" check"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759368,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" the"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" tools"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" provided"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":"."},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" There"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":"'s"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" a"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" function"},"finish_reason":null}]}
+
+        data: {"id":"chatcmpl-780","object":"chat.completion.chunk","created":1760759369,"model":"qwen3","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":" called"},"finish_reason":null}]}
+
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data: [DONE]


+  recorded_at: Sat, 18 Oct 2025 03:49:47 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_image_input.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_image_input.yml
new file mode 100644
index 00000000..313a60ed
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_image_input.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
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+  recorded_at: Sat, 18 Oct 2025 03:49:17 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_logprobs.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_logprobs.yml
new file mode 100644
index 00000000..9f45c3aa
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_logprobs.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hello!"}],"model":"deepseek-r1:latest","logprobs":true,"top_logprobs":2}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:49:10 GMT
+      Content-Length:
+      - '1258'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
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+  recorded_at: Sat, 18 Oct 2025 03:49:10 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_streaming.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_streaming.yml
new file mode 100644
index 00000000..aa7ff250
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_streaming.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a helpful assistant."},{"role":"user","content":"Hello!"}],"model":"deepseek-r1:latest","stream":true}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - text/event-stream
+      Date:
+      - Sat, 18 Oct 2025 03:50:08 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        data: {"id":"chatcmpl-977","object":"chat.completion.chunk","created":1760759408,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"","reasoning":"Okay"},"finish_reason":null}]}

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data: [DONE]


+  recorded_at: Sat, 18 Oct 2025 03:50:13 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_text_input.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_text_input.yml
new file mode 100644
index 00000000..6c8e3d1e
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_text_input.yml
@@ -0,0 +1,36 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a helpful assistant."},{"role":"user","content":"Hello!"}],"model":"deepseek-r1:latest"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:50:07 GMT
+      Content-Length:
+      - '1385'
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        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
+  recorded_at: Sat, 18 Oct 2025 03:50:07 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_web_search.yml b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_web_search.yml
new file mode 100644
index 00000000..8d234553
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/chat/native_format_test/test_agent_web_search.yml
@@ -0,0 +1,56 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What was a positive news story
+        from today?"}],"model":"deepseek-r1:latest","web_search_options":{}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 03:50:00 GMT
+      Content-Length:
+      - '1707'
+    body:
+      encoding: UTF-8
+      string: '{"id":"chatcmpl-650","object":"chat.completion","created":1760759400,"model":"deepseek-r1:latest","system_fingerprint":"fp_ollama","choices":[{"index":0,"message":{"role":"assistant","content":"Okay,
+        here''s a link that often aggregates positive stories:\n\n[Good News Network](http://www.goodnewsnetwork.org)\n\nI
+        can''t directly browse today to fetch *new* individual stories at this moment,
+        but the Good News Network website frequently updates with uplifting stories
+        covering various categories like environment, human-interest, culture, technology,
+        and science.\n\nWould you like me to look for a specific type of positive
+        story? Or I could search my internal knowledge again, searching the web might
+        provide fresher results.","reasoning":"Okay, the user is asking for a positive
+        news story from today. First, I need to figure out what they really want here.
+        They might be looking for something uplifting during a stressful time, or
+        perhaps seeking content to share on social media with friends and followers.\n\nI
+        think it''s likely that the user wants quick, easy-to-digest information to
+        feel a sense of hope amid negative news trends. Providing a current positive
+        story is probably helpful because recent events may carry more weight regarding
+        immediate impact.\n\nAnother consideration: The user didn''t specify any particular
+        topic or region. This lack could indicate they''re open to various types of
+        positivity - be it technological, human-interest, community-driven efforts
+        like COVID recovery and so on. I should cover different categories unless
+        the user indicates otherwise in future requests.\n"},"finish_reason":"stop"}],"usage":{"prompt_tokens":11,"completion_tokens":264,"total_tokens":275}}
+
+        '
+  recorded_at: Sat, 18 Oct 2025 03:50:00 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_array.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_array.yml
new file mode 100644
index 00000000..6d183df7
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_array.yml
@@ -0,0 +1,38 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/embeddings
+    body:
+      encoding: UTF-8
+      string: '{"model":"all-minilm","input":["First text string goes here","Second
+        text string goes here"]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 23:11:44 GMT
+      Transfer-Encoding:
+      - chunked
+    body:
+      encoding: UTF-8
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+
+        '
+  recorded_at: Tue, 21 Oct 2025 23:11:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_bare.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_bare.yml
new file mode 100644
index 00000000..b9e4df36
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_input_bare.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: http://127.0.0.1:11434/v1/embeddings
+    body:
+      encoding: UTF-8
+      string: '{"model":"all-minilm","input":"Your text string goes here"}'
+    headers:
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+      - application/json
+      Authorization:
+      - Bearer ollama
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 21 Oct 2025 23:11:44 GMT
+      Transfer-Encoding:
+      - chunked
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diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_templates_default.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/common_format_test/test_agent_templates_default.yml
new file mode 100644
index 00000000..c9d4aa0c
--- /dev/null
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diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_multi_input_custom_model.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_multi_input_custom_model.yml
new file mode 100644
index 00000000..8a9a7174
--- /dev/null
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diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_multi_input_default_model.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_multi_input_default_model.yml
new file mode 100644
index 00000000..af4700e4
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_multi_input_default_model.yml
@@ -0,0 +1,38 @@
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diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_custom_model.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_custom_model.yml
new file mode 100644
index 00000000..bba7381d
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_custom_model.yml
@@ -0,0 +1,37 @@
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+  recorded_at: Sat, 18 Oct 2025 17:36:18 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_default_model.yml b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_default_model.yml
new file mode 100644
index 00000000..82c8eb6b
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/ollama/embedding/native_format_test/test_agent_single_input_default_model.yml
@@ -0,0 +1,37 @@
+---
+http_interactions:
+- request:
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+    uri: http://127.0.0.1:11434/v1/embeddings
+    body:
+      encoding: UTF-8
+      string: '{"model":"all-minilm","input":"Your text string goes here"}'
+    headers:
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+      Accept:
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+      User-Agent:
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+  response:
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+      message: OK
+    headers:
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+      - application/json
+      Date:
+      - Sat, 18 Oct 2025 17:35:58 GMT
+      Transfer-Encoding:
+      - chunked
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diff --git a/test/fixtures/vcr_cassettes/integration/open_ai/chat/common_format/messages_test/test_agent_text_messages_bare.yml b/test/fixtures/vcr_cassettes/integration/open_ai/chat/common_format/messages_test/test_agent_text_messages_bare.yml
new file mode 100644
index 00000000..20ab74a2
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_ai/chat/common_format/messages_test/test_agent_text_messages_bare.yml
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index 00000000..60367a43
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new file mode 100644
index 00000000..eb281817
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/array_instructions_agent_basic_request.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":[{"type":"text","text":"You
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diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..590bf22c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/array_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":[{"type":"text","text":"You
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+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request.yml
new file mode 100644
index 00000000..27ba0b4a
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"Default auto-loaded instructions
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+    headers:
+      Content-Type:
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+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
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+      X-Title:
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+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
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+      User-Agent:
+      - Ruby
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+  recorded_at: Sat, 18 Oct 2025 03:45:11 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..323bc8ed
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/auto_template_agent_basic_request_with_override.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
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+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:45:09 GMT
+      Content-Type:
+      - application/json
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+      - chunked
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+      - keep-alive
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request.yml
new file mode 100644
index 00000000..f4abd9d2
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a configured assistant
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+      Content-Type:
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+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
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+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
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+      message: OK
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..7113224b
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/configured_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
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+      message: OK
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+      Date:
+      - Sat, 18 Oct 2025 03:45:08 GMT
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request.yml
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index 00000000..4478f47a
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hello, OpenRouter!"}],"model":"openai/gpt-4o"}'
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+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
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+      message: OK
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
new file mode 100644
index 00000000..70402cdf
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/instructions_test/no_instructions_agent_basic_request_with_override.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are an overridden assistant."},{"role":"user","content":"Hello,
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:44:54 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_bare.yml
new file mode 100644
index 00000000..616d84ce
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_bare.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:03:10 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
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+      Server:
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+      Cf-Ray:
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_message.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_message.yml
new file mode 100644
index 00000000..c800deb6
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_message.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:03:18 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
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+      Permissions-Policy:
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+      X-Content-Type-Options:
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diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_messages.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_messages.yml
new file mode 100644
index 00000000..37c0ddba
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_base64_messages.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:03:17 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
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+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
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+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99240b45cfc1ed38-SJC
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+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n{\"id\":\"gen-1761084196-0aghKgcxHI7HlDGP0mUj\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761084196,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_bare.yml
new file mode 100644
index 00000000..c6e6f6ef
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_bare.yml
@@ -0,0 +1,60 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:02:46 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99240a815ef81f2f-SJC
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+      encoding: ASCII-8BIT
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_message.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_message.yml
new file mode 100644
index 00000000..761519a2
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_message.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:02:56 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
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+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99240ac4bc21cf1e-SJC
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+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761084176-wIAwcdgyl1gbHjaNeWGk\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761084176,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
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+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_messages.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_messages.yml
new file mode 100644
index 00000000..6bd9dd65
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_image_url_messages.yml
@@ -0,0 +1,60 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What''s
+        in this image?"},{"type":"image_url","image_url":{"url":"https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"}}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 22:02:59 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 99240ad2ef14aaaf-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n{\"id\":\"gen-1761084178-fz0jW0rVgr33sAWwkDPJ\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761084178,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
+        image contains a logo with a cartoon face wearing sunglasses and headphones
+        next to the text \\\"Active Agents.\\\" The overall design has a red and black
+        color scheme.\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"fp_cbf1785567\",\"usage\":{\"prompt_tokens\":267,\"completion_tokens\":32,\"total_tokens\":299,\"prompt_tokens_details\":{\"cached_tokens\":0,\"audio_tokens\":0},\"completion_tokens_details\":{\"reasoning_tokens\":0}}}"
+  recorded_at: Tue, 21 Oct 2025 22:03:00 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_bare.yml
new file mode 100644
index 00000000..68d01c32
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_bare.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the capital of France?"}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:51:44 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923fa5a2a712712-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1761083503-8aygugabGLDnwXJYEvEI\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083503,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
+        capital of France is Paris.\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"fp_cbf1785567\",\"usage\":{\"prompt_tokens\":14,\"completion_tokens\":7,\"total_tokens\":21,\"prompt_tokens_details\":{\"cached_tokens\":0,\"audio_tokens\":0},\"completion_tokens_details\":{\"reasoning_tokens\":0}}}"
+  recorded_at: Tue, 21 Oct 2025 21:51:44 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_bare.yml
new file mode 100644
index 00000000..0323d289
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_bare.yml
@@ -0,0 +1,75 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Explain quantum computing in
+        bare terms."}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:55:10 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923ff62cdec06a9-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761083709-iNFrTiZywQFwdrCKv3dm\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083709,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"Quantum
+        computing is a new way of processing information using the principles of quantum
+        mechanics, which is the science of how things work at the smallest scales,
+        like atoms and subatomic particles. In classical computing, information is
+        processed using bits, which can be either a 0 or a 1. However, quantum computing
+        uses quantum bits, or qubits, which can be both 0 and 1 at the same time due
+        to a property called superposition. This allows quantum computers to process
+        a vast amount of information simultaneously.\\n\\nAdditionally, qubits can
+        be entangled, meaning the state of one qubit can depend on the state of another,
+        no matter how far apart they are. This property, called entanglement, allows
+        quantum computers to potentially solve complex problems much faster than classical
+        computers. Quantum computers also use interference, the idea that quantum
+        states can combine in ways that amplify some outcomes and cancel others, thus
+        steering the computation in useful ways.\\n\\nOverall, quantum computing holds
+        great promise for tasks that are very difficult for classical computers, like
+        simulating molecules for drug discovery or factoring large numbers for cryptography.
+        However, building practical quantum computers is extremely challenging and
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+  recorded_at: Tue, 21 Oct 2025 21:55:15 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_object.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_object.yml
new file mode 100644
index 00000000..4c764dac
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_message_object.yml
@@ -0,0 +1,104 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What are the main differences
+        between Ruby and Python?"}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:55:21 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923ffa988809e52-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761083721-MoSY5M8CJEX4GKu8TfDu\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083721,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"Ruby
+        and Python are both high-level, interpreted programming languages that are
+        popular for their simplicity and productivity. However, they have some key
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+        emphasizes the principle of \\\"developer happiness\\\" and aims for simplicity
+        and productivity. Ruby's syntax is designed to be natural and easy to read,
+        inspired by Perl and Smalltalk.\\n   - **Python:** Python focuses on readability
+        and simplicity, emphasizing a straightforward, clean syntax. It is designed
+        to make it easy to write clear and logical code for both small and large-scale
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+        to denote the end of blocks, methods, classes, etc. Its syntax is flexible
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+        utilizes indentation to define blocks. There are specific ways to do things
+        to maintain readability, often described as \\\"one right way.\\\"\\n\\n3.
+        **Community and Ecosystem:**\\n   - **Ruby:** Ruby is strongly associated
+        with web development, primarily due to the Ruby on Rails framework, which
+        is a powerful and popular tool for building web applications.\\n   - **Python:**
+        Python has a broad range of applications, including web development, data
+        science, machine learning, scientific computing, scripting, and automation.
+        It has a vast ecosystem of libraries and frameworks for these domains.\\n\\n4.
+        **Object-Oriented Features:**\\n   - **Ruby:** Ruby is a pure object-oriented
+        language, meaning that everything is an object, including primitive data types.\\n
+        \  - **Python:** Python supports both object-oriented and procedural programming
+        paradigms. It treats classes and functions as objects, but not primitive types.\\n\\n5.
+        **Performance:**\\n   - Generally, both languages have similar performance
+        profiles as interpreted languages. Specific use cases and implementations
+        (such as JRuby for Ruby or PyPy for Python) can affect performance.\\n\\n6.
+        **Meta-programming:**\\n   - **Ruby:** Ruby offers advanced metaprogramming
+        capabilities, which allow for more dynamic and flexible code generation and
+        are often used within Ruby on Rails.\\n   - **Python:** While Python has metaprogramming
+        facilities, they are generally more limited and used less frequently than
+        in Ruby.\\n\\n7. **Typing:**\\n   - **Ruby:** Ruby is dynamically typed, with
+        a focus on simplicity and a convention-based approach.\\n   - **Python:**
+        Python is also dynamically typed but has gained strong typing support in recent
+        versions with type hints and mypy for static type checking.\\n\\n8. **Usage
+        Examples:**\\n   - **Ruby:** Mainly used for web development (Ruby on Rails),
+        automation, and DevOps (using tools like Chef and Puppet).\\n   - **Python:**
+        Widely used in various fields such as web development (Django, Flask), data
+        science (NumPy, pandas), machine learning (TensorFlow, scikit-learn), and
+        more.\\n\\nUltimately, choosing between Ruby and Python often comes down to
+        project requirements, specific frameworks, and personal or team preferences.
+        Both languages are excellent for rapid application development and have large,
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+  recorded_at: Tue, 21 Oct 2025 21:55:36 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_bare.yml
new file mode 100644
index 00000000..a8bbfce0
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_bare.yml
@@ -0,0 +1,74 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"Tell
+        me a fun fact about Ruby programming."},{"type":"text","text":"Now explain
+        why that''s interesting."}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:55:15 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923ff83e8adfa62-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n{\"id\":\"gen-1761083715-QeM4v1d8IlcdaiaCS54H\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083715,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"A
+        fun fact about Ruby programming is that its creator, Yukihiro Matsumoto (often
+        referred to as \\\"Matz\\\"), designed Ruby to make programmers happy, focusing
+        on productivity and enjoyment. He wanted to create a language that was not
+        only powerful but also enjoyable to write, which led him to develop Ruby with
+        simple, elegant syntax inspired by languages like Perl, Smalltalk, Eiffel,
+        Ada, and Lisp. \\n\\nThe interesting aspect of this fact is that it highlights
+        the philosophy behind Ruby, which is quite different from many other programming
+        languages that often prioritize performance or technical capability first.
+        By focusing on developer happiness, Ruby fosters a community and environment
+        where creativity and expressiveness are valued. This approach has influenced
+        how modern programming languages are designed, as seen in languages like Python
+        and Elixir, which also prioritize developer experience. This philosophy has
+        contributed significantly to Ruby's popularity, especially in web development
+        through frameworks like Ruby on Rails.\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"fp_65564d8ba5\",\"usage\":{\"prompt_tokens\":21,\"completion_tokens\":185,\"total_tokens\":206,\"prompt_tokens_details\":{\"cached_tokens\":0,\"audio_tokens\":0},\"completion_tokens_details\":{\"reasoning_tokens\":0}}}"
+  recorded_at: Tue, 21 Oct 2025 21:55:21 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_object.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_object.yml
new file mode 100644
index 00000000..974f81df
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_text_messages_object.yml
@@ -0,0 +1,93 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"assistant","content":"I can help you with programming
+        questions."},{"role":"user","content":"What are the benefits of using ActiveRecord?"}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:54:51 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923fee9e8ddced1-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n{\"id\":\"gen-1761083690-4x4R9roGM3zqjJ58unNW\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083690,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"ActiveRecord
+        is an Object-Relational Mapping (ORM) system used in Ruby on Rails, which
+        offers several benefits for developers:\\n\\n1. **Simplicity and Productivity**:
+        ActiveRecord abstracts away the complexities of SQL and database interactions,
+        allowing developers to interact with the database using Ruby objects. This
+        can significantly speed up the development process and make code easier to
+        read and maintain.\\n\\n2. **Convention over Configuration**: ActiveRecord
+        follows Rails' principle of \\\"Convention over Configuration\\\", meaning
+        that it provides sensible defaults and conventions for database table names,
+        columns, and relationships. This reduces the amount of configuration code
+        developers need to write.\\n\\n3. **Easy Database Migrations**: ActiveRecord
+        provides a built-in mechanism for managing database schema changes through
+        migrations. Migrations allow developers to define changes to the database
+        schema in Ruby, making it easy to apply and revert changes across different
+        environments.\\n\\n4. **Associations**: ActiveRecord makes it easy to define
+        and work with relationships between models (e.g., one-to-many, many-to-many).
+        This allows developers to retrieve related data with minimal manual SQL writing.\\n\\n5.
+        **Validation and Callbacks**: ActiveRecord includes a robust system for validating
+        data before it is saved to the database, ensuring data integrity. It also
+        provides callbacks to hook into the lifecycle of models, allowing developers
+        to trigger custom behavior at certain points, such as before saving or after
+        creating a record.\\n\\n6. **Query Interface**: ActiveRecord provides a powerful
+        query interface that allows developers to construct complex queries and scopes
+        in a more intuitive and readable way than raw SQL.\\n\\n7. **Database Agnostic**:
+        ActiveRecord supports multiple databases (like SQLite, PostgreSQL, and MySQL)
+        and is designed to abstract database-specific behavior. This means that the
+        same code can often be used with different databases without modification.\\n\\n8.
+        **Active Community and Ecosystem**: Being part of Ruby on Rails, ActiveRecord
+        benefits from a large community and a wealth of resources, including libraries,
+        plugins, and documentation.\\n\\nWhile ActiveRecord is very useful, it's important
+        to note that there may be certain situations where direct SQL or another ORM
+        might be more appropriate, especially for complex or highly optimized database
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+  recorded_at: Tue, 21 Oct 2025 21:55:01 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_texts_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_texts_bare.yml
new file mode 100644
index 00000000..791743a6
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/messages_test/test_agent_texts_bare.yml
@@ -0,0 +1,73 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"Tell
+        me a fun fact about Ruby programming."},{"type":"text","text":"Now explain
+        why that''s interesting."}]}],"model":"openai/gpt-4o"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Tue, 21 Oct 2025 21:55:02 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9923ff31d8d4cee9-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n{\"id\":\"gen-1761083702-wwAua6y9LQP0tlBuLfmD\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1761083702,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"A
+        fun fact about Ruby programming is that the language was named after a gemstone
+        as a play on words. Its creator, Yukihiro \\\"Matz\\\" Matsumoto, named it
+        after a colleague jokingly suggested it to follow Python, which was named
+        after the comedic group Monty Python. Matz wanted to create a language that
+        was \\\"more valuable\\\" than other gems like Perl, which are also named
+        after precious items.\\n\\nThis is interesting because it highlights the playful
+        and creative environment in which Ruby was developed. The naming reflects
+        not just a sense of humor but also a philosophy. Ruby emphasizes programmer
+        happiness and productivity, focusing on simplicity and elegance. This mindset
+        has resulted in a community and culture that values aesthetics and readability,
+        which are hallmarks of the Ruby programming language. This approach has significantly
+        influenced modern programming practices and frameworks, making Ruby a uniquely
+        enjoyable language to work with.\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"fp_cbf1785567\",\"usage\":{\"prompt_tokens\":21,\"completion_tokens\":176,\"total_tokens\":197,\"prompt_tokens_details\":{\"cached_tokens\":0,\"audio_tokens\":0},\"completion_tokens_details\":{\"reasoning_tokens\":0}}}"
+  recorded_at: Tue, 21 Oct 2025 21:55:09 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object.yml
new file mode 100644
index 00000000..9b81b5fd
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return a JSON object with three
+        primary colors in an array named ''colors''."}],"model":"openrouter/auto","response_format":{"type":"json_object"},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:38:03 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dbc48dffeb2c-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n{\"id\":\"gen-1761428281-Mp0UzZHBoHOULizyEEV9\",\"provider\":\"Novita\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428282,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\\"colors\\\":
+        [\\\"red\\\", \\\"green\\\", \\\"blue\\\"]}\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":38,\"completion_tokens\":14,\"total_tokens\":52,\"prompt_tokens_details\":null,\"completion_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:38:03 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object_bare.yml
new file mode 100644
index 00000000..fdb85981
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_object_bare.yml
@@ -0,0 +1,58 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return a JSON object with three
+        primary colors in an array named ''colors''."}],"model":"openrouter/auto","response_format":{"type":"json_object"},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:38:12 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dc03bff1fa9a-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1761428291-d6gF4For8PEGZNuPkCt2\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428292,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\n
+        \ \\\"colors\\\": [\\\"red\\\", \\\"blue\\\", \\\"yellow\\\"]\\n  }\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":19,\"completion_tokens\":16,\"total_tokens\":35,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:38:13 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit.yml
new file mode 100644
index 00000000..37f46835
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return the three primary colors."}],"model":"openrouter/auto","response_format":{"type":"json_schema","json_schema":{"name":"primary_colors","schema":{"type":"object","properties":{"colors":{"type":"array","items":{"type":"string"}}},"required":["colors"],"additionalProperties":false},"strict":true}},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:39:05 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dd369d9ccf2f-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
+        \        \n\n         \n\n         \n{\"id\":\"gen-1761428340-SU9mlnrUYXcb0mV6q90c\",\"provider\":\"Novita\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428342,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"
+        \   \\t{\\n    \\\"colors\\\": [\\\"red\\\", \\\"blue\\\", \\\"yellow\\\"]\\n
+        \   }\\n   \\t\\t\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":28,\"completion_tokens\":24,\"total_tokens\":52,\"prompt_tokens_details\":null,\"completion_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:39:05 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit_bare.yml
new file mode 100644
index 00000000..efddb6ad
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_implicit_bare.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return the three primary colors."}],"model":"openrouter/auto","response_format":{"type":"json_schema","json_schema":{"name":"primary_colors","schema":{"type":"object","properties":{"colors":{"type":"array","items":{"type":"string"}}},"required":["colors"],"additionalProperties":false},"strict":true}},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:40:45 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dfb39aae15e5-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1761428442-BL61YvDxpaNQTBSNWsef\",\"provider\":\"InferenceNet\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428444,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\\"colors\\\":
+        [\\\"red\\\", \\\"blue\\\", \\\"yellow\\\"]}\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":11,\"completion_tokens\":14,\"total_tokens\":25,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:40:45 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_inline.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_inline.yml
new file mode 100644
index 00000000..ce738ba4
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_inline.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return the three primary colors."}],"model":"openrouter/auto","response_format":{"type":"json_schema","json_schema":{"name":"primary_colors","schema":{"type":"object","properties":{"colors":{"type":"array","items":{"type":"string"}}},"required":["colors"],"additionalProperties":false},"strict":true}},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:38:42 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dcb70fc41726-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1761428319-dn7SbwYcKgBvJ2s4hLPb\",\"provider\":\"InferenceNet\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428321,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\\"colors\\\":
+        [\\\"red\\\", \\\"blue\\\", \\\"yellow\\\"]}\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":11,\"completion_tokens\":14,\"total_tokens\":25,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:38:42 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_named.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_named.yml
new file mode 100644
index 00000000..f77a4c80
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_json_schema_named.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Return the three primary colors."}],"model":"openrouter/auto","response_format":{"type":"json_schema","json_schema":{"name":"primary_colors","schema":{"type":"object","properties":{"colors":{"type":"array","items":{"type":"string"}}},"required":["colors"],"additionalProperties":false},"strict":true}},"provider":{"require_parameters":true}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:38:59 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944dd27bd93172a-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1761428338-9CyyZwZrgCjKje8ESOxj\",\"provider\":\"InferenceNet\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428339,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\\"colors\\\":
+        [\\\"red\\\", \\\"blue\\\", \\\"yellow\\\"]}\",\"refusal\":null,\"reasoning\":null}}],\"system_fingerprint\":\"\",\"usage\":{\"prompt_tokens\":11,\"completion_tokens\":14,\"total_tokens\":25,\"prompt_tokens_details\":null}}"
+  recorded_at: Sat, 25 Oct 2025 21:39:00 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text.yml
new file mode 100644
index 00000000..e0bc5992
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"List three primary colors."}],"model":"openrouter/auto","response_format":{"type":"text"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:37:48 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944db64b8f967b5-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n{\"id\":\"gen-1761428265-YxlhHEohgZCqyT62SDsW\",\"provider\":\"Novita\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428267,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
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+  recorded_at: Sat, 25 Oct 2025 21:37:48 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text_bare.yml b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text_bare.yml
new file mode 100644
index 00000000..4ab1cc3c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/common_format/response_format_test/test_agent_response_text_bare.yml
@@ -0,0 +1,57 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"List three primary colors."}],"model":"openrouter/auto","response_format":{"type":"text"}}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 25 Oct 2025 21:37:50 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
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+      - Accept-Encoding
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+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9944db783c06ed3f-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n\n         \n\n         \n{\"id\":\"gen-1761428268-U8rhu4q1FfOCVDtMCzn6\",\"provider\":\"DeepInfra\",\"model\":\"mistralai/mistral-nemo\",\"object\":\"chat.completion\",\"created\":1761428270,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"The
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+  recorded_at: Sat, 25 Oct 2025 21:37:52 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions.yml
new file mode 100644
index 00000000..ffa1fc03
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions.yml
@@ -0,0 +1,120 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
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+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:54:29 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
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+      - Accept-Encoding
+      Permissions-Policy:
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+      X-Content-Type-Options:
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+      Cf-Ray:
+      - 9905183449ea1f2f-SJC
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+      encoding: ASCII-8BIT
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+  recorded_at: Sat, 18 Oct 2025 03:54:29 GMT
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
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+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:54:30 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
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+    body:
+      encoding: ASCII-8BIT
+      string: "\n         \n{\"id\":\"gen-1760759670-pDIn6eeKLlopiEEDpdKX\",\"provider\":\"Google
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+  recorded_at: Sat, 18 Oct 2025 03:54:30 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions_with_streaming.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions_with_streaming.yml
new file mode 100644
index 00000000..b0bb95fb
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_functions_with_streaming.yml
@@ -0,0 +1,139 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
+        Boston today?"}],"model":"google/gemini-2.0-flash-001","stream":true,"tool_choice":"auto","tools":[{"type":"function","function":{"name":"get_current_weather","description":"Get
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+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:54:03 GMT
+      Content-Type:
+      - text/event-stream
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Cf-Ray:
+      - 9905179a0819238f-SJC
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+      Vary:
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+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
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+      X-Content-Type-Options:
+      - nosniff
+      Server:
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+    body:
+      encoding: UTF-8
+      string: |+
+        : OPENROUTER PROCESSING
+
+        data: {"id":"gen-1760759643-7lmzcP9bDLtC1i46exjd","provider":"Google","model":"google/gemini-2.0-flash-001","object":"chat.completion.chunk","created":1760759643,"choices":[{"index":0,"delta":{"role":"assistant","content":null,"tool_calls":[{"index":0,"id":"tool_0_get_current_weather_xPIIubbsnxYD3x51TcNC","type":"function","function":{"name":"get_current_weather","arguments":"{\"location\":\"Boston, MA\"}"}}]},"finish_reason":"tool_calls","native_finish_reason":"STOP","logprobs":null}]}
+
+        data: {"id":"gen-1760759643-7lmzcP9bDLtC1i46exjd","provider":"Google","model":"google/gemini-2.0-flash-001","object":"chat.completion.chunk","created":1760759643,"choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":null,"native_finish_reason":null,"logprobs":null}],"usage":{"prompt_tokens":45,"completion_tokens":9,"total_tokens":54,"prompt_tokens_details":{"cached_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"image_tokens":0}}}
+
+        data: [DONE]
+
+  recorded_at: Sat, 18 Oct 2025 03:54:03 GMT
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"What is the weather like in
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+        the current weather in a given location","parameters":{"type":"object","properties":{"location":{"type":"string","description":"The
+        city and state, e.g. San Francisco, CA"},"unit":{"type":"string","enum":["celsius","fahrenheit"]}},"required":["location"]}}}]}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:54:04 GMT
+      Content-Type:
+      - text/event-stream
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Cf-Ray:
+      - 9905179e2c6715b2-SJC
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+      - "*"
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+      - Accept-Encoding
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+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+    body:
+      encoding: UTF-8
+      string: |+
+        : OPENROUTER PROCESSING
+
+        data: {"id":"gen-1760759643-283KSkfvmEbJoJph1rwU","provider":"Google AI Studio","model":"google/gemini-2.0-flash-001","object":"chat.completion.chunk","created":1760759643,"choices":[{"index":0,"delta":{"role":"assistant","content":"It"},"finish_reason":null,"native_finish_reason":null,"logprobs":null}]}
+
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+
+        data: {"id":"gen-1760759643-283KSkfvmEbJoJph1rwU","provider":"Google AI Studio","model":"google/gemini-2.0-flash-001","object":"chat.completion.chunk","created":1760759643,"choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":null,"native_finish_reason":null,"logprobs":null}],"usage":{"prompt_tokens":86,"completion_tokens":12,"total_tokens":98,"prompt_tokens_details":{"cached_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"image_tokens":0}}}
+
+        data: [DONE]
+
+  recorded_at: Sat, 18 Oct 2025 03:54:04 GMT
+recorded_with: VCR 6.3.1
+...
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_image_input.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_image_input.yml
new file mode 100644
index 00000000..846cb446
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_image_input.yml
@@ -0,0 +1,73 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":[{"type":"text","text":"What
+        is in this image?"},{"type":"image_url","image_url":{"url":"https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"}}]}],"model":"openai/gpt-5"}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:53:59 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9905177bedd3ee17-SJC
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+  recorded_at: Sat, 18 Oct 2025 03:54:03 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_logprobs.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_logprobs.yml
new file mode 100644
index 00000000..85ab235c
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_logprobs.yml
@@ -0,0 +1,69 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"user","content":"Hello!"}],"model":"gpt-4","logprobs":true,"top_logprobs":2}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:53:58 GMT
+      Content-Type:
+      - application/json
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Access-Control-Allow-Origin:
+      - "*"
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+      Cf-Ray:
+      - 9905177698deaaaf-SJC
+    body:
+      encoding: ASCII-8BIT
+      string: '{"id":"gen-1760759637-He0xET5xebAKdwd01P0a","provider":"OpenAI","model":"openai/gpt-4","object":"chat.completion","created":1760759637,"choices":[{"logprobs":{"content":[{"token":"Hello","bytes":[72,101,108,108,111],"logprob":-0.016666941,"top_logprobs":[{"token":"Hello","bytes":[72,101,108,108,111],"logprob":-0.016666941},{"token":"Hi","bytes":[72,105],"logprob":-4.111729}]},{"token":"!","bytes":[33],"logprob":-0.0050005824,"top_logprobs":[{"token":"!","bytes":[33],"logprob":-0.0050005824},{"token":"
+        there","bytes":[32,116,104,101,114,101],"logprob":-5.43782}]},{"token":" How","bytes":[32,72,111,119],"logprob":-0.00010807293,"top_logprobs":[{"token":"
+        How","bytes":[32,72,111,119],"logprob":-0.00010807293},{"token":" What","bytes":[32,87,104,97,116],"logprob":-10.06677}]},{"token":"
+        can","bytes":[32,99,97,110],"logprob":-0.0028350651,"top_logprobs":[{"token":"
+        can","bytes":[32,99,97,110],"logprob":-0.0028350651},{"token":" may","bytes":[32,109,97,121],"logprob":-5.8735514}]},{"token":"
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+        assist","bytes":[32,97,115,115,105,115,116],"logprob":-7.86904}]},{"token":"
+        assist","bytes":[32,97,115,115,105,115,116],"logprob":-0.0035348518,"top_logprobs":[{"token":"
+        assist","bytes":[32,97,115,115,105,115,116],"logprob":-0.0035348518},{"token":"
+        help","bytes":[32,104,101,108,112],"logprob":-5.655661}]},{"token":" you","bytes":[32,121,111,117],"logprob":-0.000021650272,"top_logprobs":[{"token":"
+        you","bytes":[32,121,111,117],"logprob":-0.000021650272},{"token":" your","bytes":[32,121,111,117,114],"logprob":-12.569131}]},{"token":"
+        today","bytes":[32,116,111,100,97,121],"logprob":-0.00028600733,"top_logprobs":[{"token":"
+        today","bytes":[32,116,111,100,97,121],"logprob":-0.00028600733},{"token":"?","bytes":[63],"logprob":-8.264334}]},{"token":"?","bytes":[63],"logprob":-0.0930275,"top_logprobs":[{"token":"?","bytes":[63],"logprob":-0.0930275},{"token":"?\n","bytes":[63,10],"logprob":-2.4242692}]}],"refusal":[]},"finish_reason":"stop","native_finish_reason":"stop","index":0,"message":{"role":"assistant","content":"Hello!
+        How can I assist you today?","refusal":null,"reasoning":null}}],"system_fingerprint":null,"usage":{"prompt_tokens":9,"completion_tokens":9,"total_tokens":18,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0}}}'
+  recorded_at: Sat, 18 Oct 2025 03:53:58 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_streaming.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_streaming.yml
new file mode 100644
index 00000000..e405c8fd
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_streaming.yml
@@ -0,0 +1,59 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
+    body:
+      encoding: UTF-8
+      string: '{"messages":[{"role":"developer","content":"You are a helpful assistant."},{"role":"user","content":"Hello!"}],"model":"openrouter/auto","stream":true}'
+    headers:
+      Content-Type:
+      - application/json
+      Authorization:
+      - Bearer ACCESS_TOKEN
+      Http-Referer:
+      - https://example.com
+      X-Title:
+      - Dummy
+      Accept-Encoding:
+      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
+      Accept:
+      - "*/*"
+      User-Agent:
+      - Ruby
+  response:
+    status:
+      code: 200
+      message: OK
+    headers:
+      Date:
+      - Sat, 18 Oct 2025 03:54:27 GMT
+      Content-Type:
+      - text/event-stream
+      Transfer-Encoding:
+      - chunked
+      Connection:
+      - keep-alive
+      Cf-Ray:
+      - 9905181f1867159a-SJC
+      Access-Control-Allow-Origin:
+      - "*"
+      Cache-Control:
+      - no-cache
+      Vary:
+      - Accept-Encoding
+      Permissions-Policy:
+      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
+        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
+      Referrer-Policy:
+      - no-referrer, strict-origin-when-cross-origin
+      X-Content-Type-Options:
+      - nosniff
+      Server:
+      - cloudflare
+    body:
+      encoding: ASCII-8BIT
+      string: !binary |-
+        : OPENROUTER PROCESSING

: OPENROUTER PROCESSING

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data: [DONE]


+  recorded_at: Sat, 18 Oct 2025 03:54:27 GMT
+recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_structured_output.yml b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_structured_output.yml
new file mode 100644
index 00000000..2575e1cb
--- /dev/null
+++ b/test/fixtures/vcr_cassettes/integration/open_router/native_format_test/test_agent_structured_output.yml
@@ -0,0 +1,62 @@
+---
+http_interactions:
+- request:
+    method: post
+    uri: https://openrouter.ai/api/v1/chat/completions
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diff --git a/test/fixtures/vcr_cassettes/open_router_prompt_context_response.yml b/test/fixtures/vcr_cassettes/open_router_prompt_context_response.yml
deleted file mode 100644
index 1ad605c1..00000000
--- a/test/fixtures/vcr_cassettes/open_router_prompt_context_response.yml
+++ /dev/null
@@ -1,54 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
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-      Accept:
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-    status:
-      code: 200
-      message: OK
-    headers:
-      Date:
-      - Mon, 11 Aug 2025 22:50:52 GMT
-      Content-Type:
-      - application/json
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-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
-        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
-      Referrer-Policy:
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diff --git a/test/fixtures/vcr_cassettes/openrouter_fallback_models.yml b/test/fixtures/vcr_cassettes/openrouter_fallback_models.yml
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-        The quick brown fox jumps over the lazy dog. The quick brown fox jumps over
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-  recorded_at: Sat, 16 Aug 2025 19:37:58 GMT
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diff --git a/test/fixtures/vcr_cassettes/openrouter_image_analysis_structured.yml b/test/fixtures/vcr_cassettes/openrouter_image_analysis_structured.yml
deleted file mode 100644
index 4d3e9783..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_image_analysis_structured.yml
+++ /dev/null
@@ -1,71 +0,0 @@
----
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diff --git a/test/fixtures/vcr_cassettes/openrouter_pdf_local.yml b/test/fixtures/vcr_cassettes/openrouter_pdf_local.yml
deleted file mode 100644
index a3ea7b96..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_pdf_local.yml
+++ /dev/null
@@ -1,76 +0,0 @@
----
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-      message: OK
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diff --git a/test/fixtures/vcr_cassettes/openrouter_pdf_native.yml b/test/fixtures/vcr_cassettes/openrouter_pdf_native.yml
deleted file mode 100644
index e369304f..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_pdf_native.yml
+++ /dev/null
@@ -1,79 +0,0 @@
----
-http_interactions:
-- request:
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-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o","messages":[{"role":"system","content":"You
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-        this PDF document"},{"type":"file","file":{"file_name":"test.pdf","file_data":"data:application/pdf;base64,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"}}]}],"temperature":0.7,"plugins":[{"id":"file-parser","pdf":{"engine":"native"}}],"models":["anthropic/claude-sonnet-4"]}'
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-  recorded_at: Tue, 19 Aug 2025 05:08:55 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_pdf_no_plugin.yml b/test/fixtures/vcr_cassettes/openrouter_pdf_no_plugin.yml
deleted file mode 100644
index f5be216a..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_pdf_no_plugin.yml
+++ /dev/null
@@ -1,72 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o","messages":[{"role":"system","content":"You
-        are an advanced AI assistant with vision and structured output capabilities.\n\nWhen
-        analyzing images:\n- Be detailed and accurate\n- Identify all visible objects\n-
-        Note colors, positions, and relationships\n- Follow the exact schema provided\n\nWhen
-        processing text:\n- Be concise and clear\n- Follow the specified format exactly"},{"role":"user","content":[{"type":"text","text":"Analyze
-        this PDF document"},{"type":"file","file":{"file_name":"test.pdf","file_data":"https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"}}]}],"temperature":0.7,"models":["anthropic/claude-sonnet-4"]}'
-    headers:
-      Content-Type:
-      - application/json
-      Authorization:
-      - Bearer <OPEN_ROUTER_ACCESS_TOKEN>
-      Accept-Encoding:
-      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
-      Accept:
-      - "*/*"
-      User-Agent:
-      - Ruby
-  response:
-    status:
-      code: 200
-      message: OK
-    headers:
-      Date:
-      - Tue, 19 Aug 2025 04:49:46 GMT
-      Content-Type:
-      - application/json
-      Transfer-Encoding:
-      - chunked
-      Connection:
-      - keep-alive
-      Access-Control-Allow-Origin:
-      - "*"
-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
-        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
-      Referrer-Policy:
-      - no-referrer, strict-origin-when-cross-origin
-      X-Content-Type-Options:
-      - nosniff
-      Server:
-      - cloudflare
-      Cf-Ray:
-      - 971706a4fbb41739-SJC
-    body:
-      encoding: ASCII-8BIT
-      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
-        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
-        \        \n\n         \n\n         \n\n         \n\n         \n\n         \n\n
-        \        \n\n         \n\n         \n\n         \n{\"id\":\"gen-1755578983-KmtkkGO0oPRdkvyCLETX\",\"provider\":\"Google\",\"model\":\"anthropic/claude-sonnet-4\",\"object\":\"chat.completion\",\"created\":1755578984,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"I've
-        analyzed the PDF document you provided. Here's what I found:\\n\\n## Document
-        Analysis\\n\\n**Document Type:** PDF file\\n**Pages:** 1 page\\n**Content:**
-        Minimal test document\\n\\n### Content Summary:\\n- **Title:** \\\"Dummy PDF
-        file\\\" (appears twice - once at the top of the page and once as a heading)\\n-
-        **Layout:** Simple, clean layout with black text on white background\\n- **Text
-        Elements:** Only contains the title text with no additional content, paragraphs,
-        or other elements\\n- **Purpose:** This appears to be a test or placeholder
-        PDF file\\n\\n### Document Structure:\\n- The document has a very basic structure\\n-
-        No complex formatting, tables, images, or other media elements\\n- No headers,
-        footers, or page numbers visible\\n- Substantial white space below the title\\n\\nThis
-        is clearly a minimal test document, likely created for demonstration or testing
-        purposes rather than containing substantive content.\",\"refusal\":null,\"reasoning\":null}}],\"usage\":{\"prompt_tokens\":1677,\"completion_tokens\":203,\"total_tokens\":1880}}"
-  recorded_at: Tue, 19 Aug 2025 04:49:52 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_pdf_ocr.yml b/test/fixtures/vcr_cassettes/openrouter_pdf_ocr.yml
deleted file mode 100644
index acde10c4..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_pdf_ocr.yml
+++ /dev/null
@@ -1,78 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o","messages":[{"role":"system","content":"You
-        are an advanced AI assistant with vision and structured output capabilities.\n\nWhen
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-        text from this PDF."},{"type":"file","file":{"file_data":"https://docs.activeagents.ai/sample_resume.pdf"}}]}],"temperature":0.7,"plugins":[{"id":"file-parser","pdf":{"engine":"mistral-ocr"}}],"response_format":{"type":"json_schema","json_schema":{"name":"resume_schema","schema":{"type":"object","properties":{"name":{"type":"string","description":"The
-        full name of the individual."},"email":{"type":"string","format":"email","description":"The
-        email address of the individual."},"phone":{"type":"string","description":"The
-        phone number of the individual."},"education":{"type":"array","items":{"$ref":"#/$defs/education"}},"experience":{"type":"array","items":{"$ref":"#/$defs/experience"}}},"required":["name","email","phone","education","experience"],"additionalProperties":false,"$defs":{"education":{"type":"object","properties":{"degree":{"type":"string","description":"The
-        degree obtained."},"institution":{"type":"string","description":"The institution
-        where the degree was obtained."},"year":{"type":"integer","description":"The
-        year of graduation."}},"required":["degree","institution","year"],"additionalProperties":false},"experience":{"type":"object","properties":{"job_title":{"type":"string","description":"The
-        job title held."},"company":{"type":"string","description":"The company where
-        the individual worked."},"duration":{"type":"string","description":"The duration
-        of employment."}},"required":["job_title","company","duration"],"additionalProperties":false}}},"strict":true}}}'
-    headers:
-      Content-Type:
-      - application/json
-      Authorization:
-      - Bearer <OPEN_ROUTER_ACCESS_TOKEN>
-      Accept-Encoding:
-      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
-      Accept:
-      - "*/*"
-      User-Agent:
-      - Ruby
-  response:
-    status:
-      code: 200
-      message: OK
-    headers:
-      Date:
-      - Tue, 19 Aug 2025 02:56:13 GMT
-      Content-Type:
-      - application/json
-      Transfer-Encoding:
-      - chunked
-      Connection:
-      - keep-alive
-      Access-Control-Allow-Origin:
-      - "*"
-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
-        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
-      Referrer-Policy:
-      - no-referrer, strict-origin-when-cross-origin
-      X-Content-Type-Options:
-      - nosniff
-      Server:
-      - cloudflare
-      Cf-Ray:
-      - 9716605798751739-SJC
-    body:
-      encoding: ASCII-8BIT
-      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
-        \        \n\n         \n{\"id\":\"gen-1755572171-PesULuJGgMNgTRFzK0e6\",\"provider\":\"OpenAI\",\"model\":\"openai/gpt-4o\",\"object\":\"chat.completion\",\"created\":1755572173,\"choices\":[{\"logprobs\":null,\"finish_reason\":\"stop\",\"native_finish_reason\":\"stop\",\"index\":0,\"message\":{\"role\":\"assistant\",\"content\":\"{\\\"name\\\":\\\"John
-        Doe\\\",\\\"email\\\":\\\"john.doe@example.com\\\",\\\"phone\\\":\\\"(555)
-        123-4567\\\",\\\"education\\\":[{\\\"degree\\\":\\\"BS Computer Science\\\",\\\"institution\\\":\\\"Stanford
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-        Software Engineer\\\",\\\"company\\\":\\\"TechCorp\\\",\\\"duration\\\":\\\"2020-2024\\\"}]}\",\"refusal\":null,\"reasoning\":null,\"annotations\":[{\"type\":\"file\",\"file\":{\"hash\":\"a07ee87fc40ecf27abb3dad8cdea615042b82e1c2ba87d6f42ec78fc5b6ea475\",\"content\":[{\"type\":\"text\",\"text\":\"<file
-        name=\\\"file\\\">\"},{\"type\":\"text\",\"text\":\"# John Doe - Software
-        Engineer \\n\\nEmail: john.doe@example.com\\nPhone: (555) 123-4567\\nLocation:
-        San Francisco, CA\\n\\n## Experience:\\n\\nSenior Software Engineer at TechCorp
-        (2020-2024)\\n\\n- Developed web applications using Ruby on Rails\\n- Led
-        team of 5 developers\\n- Implemented CI/CD pipelines\\n\\n\\n## Skills:\\n\\nRuby,
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-  recorded_at: Tue, 19 Aug 2025 02:56:15 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_pdf_remote_no_plugin.yml b/test/fixtures/vcr_cassettes/openrouter_pdf_remote_no_plugin.yml
deleted file mode 100644
index 2ec9559b..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_pdf_remote_no_plugin.yml
+++ /dev/null
@@ -1,69 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o","messages":[{"role":"system","content":"You
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-        year of graduation."}},"required":["degree","institution","year"],"additionalProperties":false},"experience":{"type":"object","properties":{"job_title":{"type":"string","description":"The
-        job title held."},"company":{"type":"string","description":"The company where
-        the individual worked."},"duration":{"type":"string","description":"The duration
-        of employment."}},"required":["job_title","company","duration"],"additionalProperties":false}}},"strict":true}}}'
-    headers:
-      Content-Type:
-      - application/json
-      Authorization:
-      - Bearer <OPEN_ROUTER_ACCESS_TOKEN>
-      Accept-Encoding:
-      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
-      Accept:
-      - "*/*"
-      User-Agent:
-      - Ruby
-  response:
-    status:
-      code: 400
-      message: Bad Request
-    headers:
-      Date:
-      - Tue, 19 Aug 2025 03:05:18 GMT
-      Content-Type:
-      - application/json
-      Transfer-Encoding:
-      - chunked
-      Connection:
-      - keep-alive
-      Cf-Ray:
-      - 97166dabce10ed3b-SJC
-      Access-Control-Allow-Origin:
-      - "*"
-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
-        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
-      Referrer-Policy:
-      - no-referrer, strict-origin-when-cross-origin
-      X-Content-Type-Options:
-      - nosniff
-      Server:
-      - cloudflare
-    body:
-      encoding: UTF-8
-      string: '{"error":{"message":"Provider returned error","code":400,"metadata":{"raw":"{\n  \"error\":
-        {\n    \"message\": \"Missing required parameter: ''messages[1].content[1].file.file_id''.\",\n    \"type\":
-        \"invalid_request_error\",\n    \"param\": \"messages[1].content[1].file.file_id\",\n    \"code\":
-        \"missing_required_parameter\"\n  }\n}","provider_name":"Azure"}},"user_id":"user_2eQUOcQCBVawo2tt464cvhH6ned"}'
-  recorded_at: Tue, 19 Aug 2025 03:05:18 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_receipt_extraction_local.yml b/test/fixtures/vcr_cassettes/openrouter_receipt_extraction_local.yml
deleted file mode 100644
index 2d8662d2..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_receipt_extraction_local.yml
+++ /dev/null
@@ -1,60 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o","messages":[{"role":"system","content":"You
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-        Note colors, positions, and relationships\n- Follow the exact schema provided\n\nWhen
-        processing text:\n- Be concise and clear\n- Follow the specified format exactly"},{"role":"user","content":[{"type":"text","text":"Extract
-        the receipt information from this image."},{"type":"image_url","image_url":{"url":"data:image/png;base64,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-    headers:
-      Content-Type:
-      - application/json
-      Authorization:
-      - Bearer <OPEN_ROUTER_ACCESS_TOKEN>
-      Accept-Encoding:
-      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
-      Accept:
-      - "*/*"
-      User-Agent:
-      - Ruby
-  response:
-    status:
-      code: 200
-      message: OK
-    headers:
-      Date:
-      - Tue, 19 Aug 2025 01:51:30 GMT
-      Content-Type:
-      - application/json
-      Transfer-Encoding:
-      - chunked
-      Connection:
-      - keep-alive
-      Access-Control-Allow-Origin:
-      - "*"
-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
-        "https://js.stripe.com" "https://*.js.stripe.com" "https://hooks.stripe.com")
-      Referrer-Policy:
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-  recorded_at: Tue, 19 Aug 2025 01:51:33 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_remote_image_basic.yml b/test/fixtures/vcr_cassettes/openrouter_remote_image_basic.yml
deleted file mode 100644
index af28f806..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_remote_image_basic.yml
+++ /dev/null
@@ -1,66 +0,0 @@
----
-http_interactions:
-- request:
-    method: post
-    uri: https://openrouter.ai/api/v1/chat/completions
-    body:
-      encoding: UTF-8
-      string: '{"model":"openai/gpt-4o-mini","messages":[{"role":"system","content":"You
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-        Note colors, positions, and relationships\n- Follow the exact schema provided\n\nWhen
-        processing text:\n- Be concise and clear\n- Follow the specified format exactly"},{"role":"user","content":[{"type":"text","text":"Analyze
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-        with description, objects array, scene_type, and primary_colors."},{"type":"image_url","image_url":{"url":"https://picsum.photos/400/300"}}]}],"temperature":0.7}'
-    headers:
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-      - application/json
-      Authorization:
-      - Bearer <OPEN_ROUTER_ACCESS_TOKEN>
-      Accept-Encoding:
-      - gzip;q=1.0,deflate;q=0.6,identity;q=0.3
-      Accept:
-      - "*/*"
-      User-Agent:
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-      message: OK
-    headers:
-      Date:
-      - Sat, 16 Aug 2025 19:38:16 GMT
-      Content-Type:
-      - application/json
-      Transfer-Encoding:
-      - chunked
-      Connection:
-      - keep-alive
-      Access-Control-Allow-Origin:
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-      Vary:
-      - Accept-Encoding
-      Permissions-Policy:
-      - payment=(self "https://checkout.stripe.com" "https://connect-js.stripe.com"
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-      Referrer-Policy:
-      - no-referrer, strict-origin-when-cross-origin
-      X-Content-Type-Options:
-      - nosniff
-      Server:
-      - cloudflare
-      Cf-Ray:
-      - 9703640f686b236e-SJC
-    body:
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-      string: "\n         \n\n         \n\n         \n\n         \n\n         \n\n
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-        \ \\\"description\\\": \\\"A scenic view of the Golden Gate Bridge partially
-        obscured by fog, spanning across the water. The bridge is seen from an elevated
-        perspective, showcasing its iconic towers and cables. A sailboat is visible
-        on the water below.\\\",\\n  \\\"objects\\\": [\\n    \\\"Golden Gate Bridge\\\",\\n
-        \   \\\"water\\\",\\n    \\\"fog\\\",\\n    \\\"sailboat\\\"\\n  ],\\n  \\\"scene_type\\\":
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-  recorded_at: Sat, 16 Aug 2025 19:38:19 GMT
-recorded_with: VCR 6.3.1
diff --git a/test/fixtures/vcr_cassettes/openrouter_transforms.yml b/test/fixtures/vcr_cassettes/openrouter_transforms.yml
deleted file mode 100644
index 4695d6cd..00000000
--- a/test/fixtures/vcr_cassettes/openrouter_transforms.yml
+++ /dev/null
@@ -1,427 +0,0 @@
----
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-    body:
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-        Note colors, positions, and relationships\n- Follow the exact schema provided\n\nWhen
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diff --git a/test/generation_provider/anthropic_provider_test.rb b/test/generation_provider/anthropic_provider_test.rb
deleted file mode 100644
index b76f9630..00000000
--- a/test/generation_provider/anthropic_provider_test.rb
+++ /dev/null
@@ -1,227 +0,0 @@
-require "test_helper"
-
-# Test for Anthropic Provider gem loading and configuration
-class AnthropicProviderTest < ActiveAgentTestCase
-  # Test the gem load rescue block
-  test "gem load rescue block provides correct error message" do
-    # Since we can't easily simulate the gem not being available without complex mocking,
-    # we'll test that the error message is correct by creating a minimal reproduction
-    expected_message = "The 'ruby-anthropic ~> 0.4.2' gem is required for AnthropicProvider. Please add it to your Gemfile and run `bundle install`."
-
-    # Verify the rescue block pattern exists in the source code
-    provider_file_path = File.join(Rails.root, "../../lib/active_agent/generation_provider/anthropic_provider.rb")
-    provider_source = File.read(provider_file_path)
-
-    assert_includes provider_source, "begin"
-    assert_includes provider_source, 'gem "ruby-anthropic"'
-    assert_includes provider_source, 'require "anthropic"'
-    assert_includes provider_source, "rescue LoadError"
-    assert_includes provider_source, expected_message
-
-    # Test the actual error by creating a minimal scenario
-    test_code = <<~RUBY
-      begin
-        gem "nonexistent-anthropic-gem"
-        require "nonexistent-anthropic-gem"
-      rescue LoadError
-        raise LoadError, "#{expected_message}"
-      end
-    RUBY
-
-    error = assert_raises(LoadError) do
-      eval(test_code)
-    end
-
-    assert_equal expected_message, error.message
-  end
-
-  test "loads successfully when ruby-anthropic gem is available" do
-    # This test ensures the provider loads correctly when the gem is present
-    # Since the gem is already loaded in our test environment, this should work
-    assert_nothing_raised do
-      require "active_agent/generation_provider/anthropic_provider"
-    end
-
-    # Verify the class exists and can be instantiated with valid config
-    assert defined?(ActiveAgent::GenerationProvider::AnthropicProvider)
-
-    config = {
-      "service" => "Anthropic",
-      "access_token" => "test-key",
-      "model" => "claude-3-sonnet-20240229"
-    }
-
-    assert_nothing_raised do
-      ActiveAgent::GenerationProvider::AnthropicProvider.new(config)
-    end
-  end
-
-  # Test configuration loading and presence
-  test "raises error when active_agent.yml config is missing for provider" do
-    # Ensure no configuration is present
-    ActiveAgent.instance_variable_set(:@config, {})
-
-    error = assert_raises(RuntimeError) do
-      ApplicationAgent.configuration(:nonexistent_provider)
-    end
-
-    assert_includes error.message, "Failed to load provider nonexistent_provider:"
-  end
-
-  test "loads configuration from active_agent.yml when present" do
-    # Mock a configuration
-    mock_config = {
-      "test" => {
-        "anthropic" => {
-          "service" => "Anthropic",
-          "access_token" => "test-api-key",
-          "model" => "claude-3-sonnet-20240229",
-          "temperature" => 0.7
-        }
-      }
-    }
-
-    ActiveAgent.instance_variable_set(:@config, mock_config)
-
-    # Set Rails environment for testing
-    rails_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:anthropic)
-
-    assert_equal "Anthropic", config.config["service"]
-    assert_equal "test-api-key", config.config["access_token"]
-    assert_equal "claude-3-sonnet-20240229", config.config["model"]
-    assert_equal 0.7, config.config["temperature"]
-
-    # Restore original environment
-    ENV["RAILS_ENV"] = rails_env
-  end
-
-  test "loads configuration from environment-specific section" do
-    mock_config = {
-      "development" => {
-        "anthropic" => {
-          "service" => "Anthropic",
-          "access_token" => "dev-api-key",
-          "model" => "claude-3-sonnet-20240229"
-        }
-      },
-      "test" => {
-        "anthropic" => {
-          "service" => "Anthropic",
-          "access_token" => "test-api-key",
-          "model" => "claude-3-sonnet-20240229"
-        }
-      }
-    }
-
-    ActiveAgent.instance_variable_set(:@config, mock_config)
-
-    # Test development configuration
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "development"
-
-    config = ApplicationAgent.configuration(:anthropic)
-    assert_equal "dev-api-key", config.config["access_token"]
-
-    # Test test configuration
-    ENV["RAILS_ENV"] = "test"
-    config = ApplicationAgent.configuration(:anthropic)
-    assert_equal "test-api-key", config.config["access_token"]
-
-    ENV["RAILS_ENV"] = original_env
-  end
-
-  test "configuration file loading from file system" do
-    # Create a temporary configuration file
-    temp_config_content = <<~YAML
-      test:
-        anthropic:
-          service: "Anthropic"
-          access_token: "file-based-key"
-          model: "claude-3-sonnet-20240229"
-          temperature: 0.8
-    YAML
-
-    temp_file = Tempfile.new([ "active_agent", ".yml" ])
-    temp_file.write(temp_config_content)
-    temp_file.close
-
-    # Reset configuration
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Load configuration from file
-    ActiveAgent.load_configuration(temp_file.path)
-
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:anthropic)
-    assert_equal "file-based-key", config.config["access_token"]
-    assert_equal 0.8, config.config["temperature"]
-
-    ENV["RAILS_ENV"] = original_env
-    temp_file.unlink
-  end
-
-  test "handles missing configuration file gracefully" do
-    # Reset configuration
-    real_config = ActiveAgent.config
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Try to load non-existent file
-    ActiveAgent.load_configuration("/path/to/nonexistent/file.yml")
-
-    # Should not raise an error, config should remain nil
-    assert_equal ActiveAgent.config, {}
-
-    # Restore original configuration
-    ActiveAgent.instance_variable_set(:@config, real_config)
-  end
-
-  test "configuration with ERB processing" do
-    # Create a temporary configuration file with ERB
-    temp_config_content = <<~YAML
-      test:
-        anthropic:
-          service: "Anthropic"
-          access_token: "<%= 'erb-processed-key' %>"
-          model: "claude-3-sonnet-20240229"
-          temperature: <%= 0.5 + 0.2 %>
-    YAML
-
-    temp_file = Tempfile.new([ "active_agent", ".yml" ])
-    temp_file.write(temp_config_content)
-    temp_file.close
-
-    # Reset configuration
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Load configuration from file
-    ActiveAgent.load_configuration(temp_file.path)
-
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:anthropic)
-    assert_equal "erb-processed-key", config.config["access_token"]
-    assert_equal 0.7, config.config["temperature"]
-
-    ENV["RAILS_ENV"] = original_env
-    temp_file.unlink
-  end
-
-  test "Anthropic provider initialization with missing access token" do
-    config = {
-      "service" => "Anthropic"
-      # Missing access_token
-    }
-
-    require "active_agent/generation_provider/anthropic_provider"
-    assert_raises(Anthropic::ConfigurationError) do
-      provider = ActiveAgent::GenerationProvider::AnthropicProvider.new(config)
-      assert_nil provider.instance_variable_get(:@access_token)
-    end
-  end
-end
diff --git a/test/generation_provider/anthropic_raw_request_test.rb b/test/generation_provider/anthropic_raw_request_test.rb
deleted file mode 100644
index 57a2ea7a..00000000
--- a/test/generation_provider/anthropic_raw_request_test.rb
+++ /dev/null
@@ -1,155 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/anthropic_provider"
-require "active_agent/action_prompt/prompt"
-
-module ActiveAgent
-  module GenerationProvider
-    class AnthropicRawRequestTest < ActiveSupport::TestCase
-      setup do
-        @config = {
-          "api_key" => "test-key",
-          "model" => "claude-3-opus-20240229"
-        }
-        @provider = AnthropicProvider.new(@config)
-
-        @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [
-            ActiveAgent::ActionPrompt::Message.new(
-              content: "Hello, Claude!",
-              role: "user"
-            )
-          ],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-      end
-
-      test "chat_response includes raw_request when provided" do
-        mock_response = {
-          "id" => "msg-123",
-          "content" => [
-            {
-              "type" => "text",
-              "text" => "Hello! I'm Claude. How can I assist you today?"
-            }
-          ],
-          "stop_reason" => "end_turn",
-          "usage" => {
-            "input_tokens" => 10,
-            "output_tokens" => 12
-          }
-        }
-
-        request_params = {
-          model: "claude-3-opus-20240229",
-          messages: [ { role: "user", content: "Hello, Claude!" } ],
-          max_tokens: 1024,
-          temperature: 0.7
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-      end
-
-      test "chat_response with tool use includes raw_request" do
-        mock_response = {
-          "id" => "msg-456",
-          "content" => [
-            {
-              "type" => "text",
-              "text" => "I'll help you with that calculation."
-            },
-            {
-              "type" => "tool_use",
-              "id" => "tool-789",
-              "name" => "calculator",
-              "input" => { "expression" => "2 + 2" }
-            }
-          ],
-          "stop_reason" => "tool_use"
-        }
-
-        request_params = {
-          model: "claude-3-opus-20240229",
-          messages: [ { role: "user", content: "What is 2 + 2?" } ],
-          tools: [
-            {
-              name: "calculator",
-              description: "Performs calculations",
-              input_schema: {
-                type: "object",
-                properties: {
-                  expression: { type: "string" }
-                }
-              }
-            }
-          ],
-          max_tokens: 1024
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-        assert response.message.action_requested
-      end
-
-      test "streaming request params are captured" do
-        request_params = {
-          model: "claude-3-opus-20240229",
-          messages: [ { role: "user", content: "Stream test" } ],
-          stream: true,
-          max_tokens: 1024
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-
-        # Simulate setting streaming params like in chat_prompt
-        @provider.instance_variable_set(:@streaming_request_params, request_params)
-
-        assert_equal request_params, @provider.instance_variable_get(:@streaming_request_params)
-      end
-
-      test "response includes metadata alongside raw_request and raw_response" do
-        mock_response = {
-          "id" => "msg-meta-123",
-          "content" => [
-            {
-              "type" => "text",
-              "text" => "Response with metadata"
-            }
-          ],
-          "stop_reason" => "end_turn",
-          "model" => "claude-3-opus-20240229",
-          "usage" => {
-            "input_tokens" => 5,
-            "output_tokens" => 4
-          }
-        }
-
-        request_params = {
-          model: "claude-3-opus-20240229",
-          messages: [ { role: "user", content: "Test" } ],
-          max_tokens: 100
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-
-        # Response should also have metadata
-        assert_instance_of Hash, response.metadata
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/error_handling_test.rb b/test/generation_provider/error_handling_test.rb
deleted file mode 100644
index b4b0c2af..00000000
--- a/test/generation_provider/error_handling_test.rb
+++ /dev/null
@@ -1,313 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_support/rescuable"
-require "active_agent/generation_provider/base"
-require "active_agent/generation_provider/error_handling"
-
-class ErrorHandlingTest < ActiveSupport::TestCase
-  class TestError < StandardError; end
-  class RetryableError < StandardError; end
-
-  class TestProvider
-    include ActiveAgent::GenerationProvider::ErrorHandling
-
-    attr_accessor :config, :call_count
-
-    def initialize(config = {})
-      @config = config
-      @call_count = 0
-    end
-
-    def operation_that_fails
-      @call_count += 1
-      raise TestError, "Test error message"
-    end
-
-    def operation_that_succeeds_on_retry
-      @call_count += 1
-      if @call_count < 2
-        raise RetryableError, "Temporary failure"
-      else
-        "Success"
-      end
-    end
-  end
-
-  setup do
-    @provider = TestProvider.new
-    # Ensure verbose errors are disabled for these tests
-    @provider.class.verbose_errors_enabled = false
-  end
-
-  test "with_error_handling uses rescue_with_handler" do
-    # The default rescue_from StandardError handler will convert to GenerationProviderError
-    error = assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      @provider.with_error_handling do
-        @provider.operation_that_fails
-      end
-    end
-
-    assert_equal "Test error message", error.message
-  end
-
-  test "preserves original backtrace" do
-    original_line = nil
-    error = assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      @provider.with_error_handling do
-        original_line = __LINE__ + 1
-        raise TestError, "With backtrace"
-      end
-    end
-
-    assert error.backtrace.any? { |line| line.include?("#{__FILE__}:#{original_line}") }
-  end
-
-  test "retries on configured errors" do
-    @provider.class.retry_on_errors = [ RetryableError ]
-    @provider.class.max_retries = 3
-
-    result = @provider.with_error_handling do
-      @provider.operation_that_succeeds_on_retry
-    end
-
-    assert_equal "Success", result
-    assert_equal 2, @provider.call_count
-  end
-
-  test "respects max_retries limit" do
-    @provider.class.retry_on_errors = [ TestError ]
-    @provider.class.max_retries = 2
-
-    assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      @provider.with_error_handling do
-        @provider.operation_that_fails
-      end
-    end
-
-    assert_equal 3, @provider.call_count # Initial + 2 retries
-  end
-
-  test "should_retry? checks error class" do
-    @provider.class.retry_on_errors = [ RetryableError ]
-
-    assert @provider.send(:should_retry?, RetryableError.new)
-    assert_not @provider.send(:should_retry?, TestError.new)
-  end
-
-  test "retry_delay uses exponential backoff" do
-    assert_equal 1, @provider.send(:retry_delay, 1)
-    assert_equal 2, @provider.send(:retry_delay, 2)
-    assert_equal 4, @provider.send(:retry_delay, 3)
-    assert_equal 8, @provider.send(:retry_delay, 4)
-  end
-
-  test "format_error_message handles different error types" do
-    error_with_message = StandardError.new("Standard message")
-    assert_equal "Standard message", @provider.send(:format_error_message, error_with_message)
-
-    # Test with an object that doesn't respond to message
-    error_without_message = Object.new
-    def error_without_message.to_s
-      "custom object string"
-    end
-    message = @provider.send(:format_error_message, error_without_message)
-    assert_equal "custom object string", message
-
-    # Test with an object that doesn't respond to to_s properly
-    class NoMethodObject; end
-    no_method_obj = NoMethodObject.new
-    message = @provider.send(:format_error_message, no_method_obj)
-    assert_match(/NoMethodObject/, message)
-  end
-
-  test "verbose_errors includes error class in message" do
-    @provider.class.verbose_errors_enabled = true
-    error = StandardError.new("Test")
-
-    message = @provider.send(:format_error_message, error)
-    assert_equal "[StandardError] Test", message
-  end
-
-  test "verbose_errors? checks multiple sources" do
-    # Save original state
-    original_verbose = @provider.class.verbose_errors_enabled
-    original_env = ENV["ACTIVE_AGENT_VERBOSE_ERRORS"]
-    original_config = ActiveAgent.configuration.verbose_generation_errors if defined?(ActiveAgent)
-
-    begin
-      # Reset all sources
-      @provider.class.verbose_errors_enabled = false
-      @provider.config = {}
-      ENV.delete("ACTIVE_AGENT_VERBOSE_ERRORS")
-      ActiveAgent.configuration.verbose_generation_errors = false if defined?(ActiveAgent)
-
-      # Default is false
-      assert_not @provider.send(:verbose_errors?)
-
-      # Check instance config (highest priority)
-      @provider.config = { "verbose_errors" => true }
-      assert @provider.send(:verbose_errors?)
-      @provider.config = {}
-
-      # Check class attribute
-      @provider.class.verbose_errors_enabled = true
-      assert @provider.send(:verbose_errors?)
-      @provider.class.verbose_errors_enabled = false
-
-      # Check ActiveAgent configuration
-      if defined?(ActiveAgent)
-        ActiveAgent.configuration.verbose_generation_errors = true
-        assert @provider.send(:verbose_errors?)
-        ActiveAgent.configuration.verbose_generation_errors = false
-      end
-
-      # Check environment variable (lowest priority)
-      ENV["ACTIVE_AGENT_VERBOSE_ERRORS"] = "true"
-      assert @provider.send(:verbose_errors?)
-    ensure
-      # Always restore original state
-      if original_env
-        ENV["ACTIVE_AGENT_VERBOSE_ERRORS"] = original_env
-      else
-        ENV.delete("ACTIVE_AGENT_VERBOSE_ERRORS")
-      end
-      @provider.class.verbose_errors_enabled = original_verbose
-      ActiveAgent.configuration.verbose_generation_errors = original_config if defined?(ActiveAgent) && original_config
-    end
-  end
-
-  test "retry_on class method configures retry behavior" do
-    class ConfiguredProvider < TestProvider
-      retry_on RetryableError, TestError, max_attempts: 5
-    end
-
-    provider = ConfiguredProvider.new
-    assert_equal [ RetryableError, TestError ], provider.class.retry_on_errors
-    assert_equal 5, provider.class.max_retries
-  end
-
-  test "enable_verbose_errors! class method" do
-    class VerboseProvider < TestProvider
-      enable_verbose_errors!
-    end
-
-    provider = VerboseProvider.new
-    assert provider.class.verbose_errors_enabled
-  end
-
-  test "log_retry logs retry attempts" do
-    # Test with a simple logger that captures the message
-    logged_message = nil
-    logger = Object.new
-    logger.define_singleton_method(:info) do |msg|
-      logged_message = msg
-    end
-
-    @provider.class.max_retries = 3
-    @provider.config = { "logger" => logger }
-    @provider.send(:log_retry, RetryableError.new, 1)
-
-    assert_match(/Retry attempt 1\/3/, logged_message)
-    assert_match(/RetryableError/, logged_message)
-  end
-
-  test "log_error_details logs detailed error information" do
-    # Test with a simple logger that captures messages
-    error_message = nil
-    debug_message = nil
-    logger = Object.new
-    logger.define_singleton_method(:error) do |msg|
-      error_message = msg
-    end
-    logger.define_singleton_method(:respond_to?) do |method|
-      method == :debug
-    end
-    logger.define_singleton_method(:debug) do |msg|
-      debug_message = msg
-    end
-
-    @provider.config = { "logger" => logger }
-    error = TestError.new("Test error")
-    error.set_backtrace([ "line1", "line2" ])
-
-    @provider.send(:log_error_details, error)
-
-    assert_match(/Error/, error_message)
-    assert_match(/TestError/, error_message)
-    assert_match(/Test error/, error_message)
-    assert_match(/Backtrace/, debug_message) if debug_message
-  end
-
-  test "no retry when retry_on_errors is empty" do
-    @provider.class.retry_on_errors = []
-    @provider.class.max_retries = 3
-
-    assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      @provider.with_error_handling do
-        @provider.operation_that_fails
-      end
-    end
-
-    assert_equal 1, @provider.call_count # No retries
-  end
-
-  test "sleep is called with proper delay on retry" do
-    @provider.class.retry_on_errors = [ RetryableError ]
-    @provider.class.max_retries = 1
-
-    # Mock sleep to avoid actual delay in tests
-    @provider.define_singleton_method(:sleep) do |duration|
-      @sleep_called_with = duration
-    end
-
-    @provider.with_error_handling do
-      @provider.operation_that_succeeds_on_retry
-    end
-
-    assert_equal 1, @provider.instance_variable_get(:@sleep_called_with)
-  end
-
-  test "find_logger tries multiple sources" do
-    # Test with config logger
-    config_logger = Object.new
-    @provider.config = { "logger" => config_logger }
-    assert_equal config_logger, @provider.send(:find_logger)
-
-    # Test with no config logger - should find ActiveAgent::Base.logger or Rails.logger
-    @provider.config = {}
-    logger = @provider.send(:find_logger)
-    # It should find some logger (ActiveAgent::Base.logger in test environment)
-    assert_not_nil logger if defined?(ActiveAgent::Base)
-  end
-
-  test "handle_generation_error wraps and logs error" do
-    @provider.class.verbose_errors_enabled = true
-    logged = false
-
-    logger = Object.new
-    logger.define_singleton_method(:error) { |_| logged = true }
-    logger.define_singleton_method(:respond_to?) { |m| m == :debug }
-    logger.define_singleton_method(:debug) { |_| }
-
-    @provider.config = { "logger" => logger }
-
-    error = TestError.new("Original error")
-    assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      @provider.send(:handle_generation_error, error)
-    end
-
-    assert logged
-  end
-
-  test "instrument_error sends notifications if available" do
-    # This test would require mocking ActiveSupport::Notifications
-    # For now, just ensure the method doesn't error
-    error = TestError.new("Test")
-    wrapped = ActiveAgent::GenerationProvider::Base::GenerationProviderError.new("Wrapped")
-
-    assert_nothing_raised do
-      @provider.send(:instrument_error, error, wrapped)
-    end
-  end
-end
diff --git a/test/generation_provider/gem_loading_test.rb b/test/generation_provider/gem_loading_test.rb
deleted file mode 100644
index 8062b05f..00000000
--- a/test/generation_provider/gem_loading_test.rb
+++ /dev/null
@@ -1,73 +0,0 @@
-require "test_helper"
-
-# Test specifically for the gem loading rescue behavior in OpenAI provider
-class OpenAIProviderGemLoadTest < ActiveSupport::TestCase
-  test "gem loading rescue block provides helpful error message" do
-    # Test the specific LoadError message from the rescue block
-    expected_message = "The 'ruby-openai >= 8.1.0' gem is required for OpenAIProvider. Please add it to your Gemfile and run `bundle install`."
-
-    # We can't easily simulate the gem not being available in our test environment
-    # since the gem is already loaded, but we can test that the constant exists
-    # and verify the rescue block structure by examining the source
-
-    # Verify that the OpenAI provider file contains the expected rescue block
-    provider_file = File.read(Rails.root.join("../../lib/active_agent/generation_provider/open_ai_provider.rb"))
-
-    assert_includes provider_file, "begin"
-    assert_includes provider_file, 'gem "ruby-openai", ">= 8.1.0"'
-    assert_includes provider_file, 'require "openai"'
-    assert_includes provider_file, "rescue LoadError"
-    assert_includes provider_file, expected_message
-  end
-
-  test "OpenAI provider loads successfully when gem is available" do
-    # This verifies the gem is properly loaded in our test environment
-    assert defined?(OpenAI), "OpenAI gem should be loaded"
-
-    # Load the provider file to ensure the constant is defined
-    require "active_agent/generation_provider/open_ai_provider"
-    assert defined?(ActiveAgent::GenerationProvider::OpenAIProvider), "OpenAI provider should be available"
-
-    # Test that we can create an instance
-    config = {
-      "service" => "OpenAI",
-      "access_token" => "test-key",
-      "model" => "gpt-4o-mini"
-    }
-
-    provider = nil
-    assert_nothing_raised do
-      provider = ActiveAgent::GenerationProvider::OpenAIProvider.new(config)
-    end
-
-    assert_instance_of ActiveAgent::GenerationProvider::OpenAIProvider, provider
-    assert_equal "test-key", provider.instance_variable_get(:@access_token)
-    assert_equal "gpt-4o-mini", provider.instance_variable_get(:@model_name)
-  end
-
-  # Integration test to verify the actual LoadError behavior
-  # Note: This test demonstrates how you would test the gem loading in isolation
-  test "simulated gem missing scenario" do
-    # Create a temporary file that simulates the OpenAI provider without the gem
-    temp_provider_content = <<~RUBY
-      begin
-        gem "nonexistent-gem", "~> 1.0.0"
-        require "nonexistent-gem"
-      rescue LoadError
-        raise LoadError, "The 'ruby-openai' gem is required for OpenAIProvider. Please add it to your Gemfile and run `bundle install`."
-      end
-    RUBY
-
-    temp_file = Tempfile.new([ "test_provider", ".rb" ])
-    temp_file.write(temp_provider_content)
-    temp_file.close
-
-    error = assert_raises(LoadError) do
-      load temp_file.path
-    end
-
-    assert_equal "The 'ruby-openai' gem is required for OpenAIProvider. Please add it to your Gemfile and run `bundle install`.", error.message
-
-    temp_file.unlink
-  end
-end
diff --git a/test/generation_provider/message_formatting_test.rb b/test/generation_provider/message_formatting_test.rb
deleted file mode 100644
index 51734bb4..00000000
--- a/test/generation_provider/message_formatting_test.rb
+++ /dev/null
@@ -1,210 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/action_prompt/message"
-require "active_agent/action_prompt/action"
-require "active_agent/generation_provider/message_formatting"
-
-class MessageFormattingTest < ActiveSupport::TestCase
-  class TestProvider
-    include ActiveAgent::GenerationProvider::MessageFormatting
-  end
-
-  setup do
-    @provider = TestProvider.new
-    @message = ActiveAgent::ActionPrompt::Message.new(
-      role: :user,
-      content: "Test content"
-    )
-  end
-
-  test "provider_messages formats multiple messages" do
-    messages = [
-      ActiveAgent::ActionPrompt::Message.new(role: :user, content: "Hello"),
-      ActiveAgent::ActionPrompt::Message.new(role: :assistant, content: "Hi there")
-    ]
-
-    formatted = @provider.provider_messages(messages)
-
-    assert_equal 2, formatted.length
-    assert_equal "user", formatted[0][:role]
-    assert_equal "Hello", formatted[0][:content]
-    assert_equal "assistant", formatted[1][:role]
-    assert_equal "Hi there", formatted[1][:content]
-  end
-
-  test "format_message creates base message structure" do
-    formatted = @provider.send(:format_message, @message)
-
-    assert_equal "user", formatted[:role]
-    assert_equal "Test content", formatted[:content]
-  end
-
-  test "convert_role converts role to string" do
-    assert_equal "user", @provider.send(:convert_role, :user)
-    assert_equal "assistant", @provider.send(:convert_role, :assistant)
-    assert_equal "system", @provider.send(:convert_role, "system")
-    assert_equal "tool", @provider.send(:convert_role, :tool)
-  end
-
-  test "format_content handles text content" do
-    @message.content_type = "text"
-    assert_equal "Test content", @provider.send(:format_content, @message)
-  end
-
-  test "format_content handles image_url content type" do
-    @message.content_type = "image_url"
-    @message.content = "https://example.com/image.jpg"
-
-    # Default implementation returns content as-is
-    result = @provider.send(:format_content, @message)
-    assert_equal "https://example.com/image.jpg", result
-  end
-
-  test "format_content handles multipart/mixed content type" do
-    @message.content_type = "multipart/mixed"
-    @message.content = [ "part1", "part2" ]
-
-    result = @provider.send(:format_content, @message)
-    assert_equal [ "part1", "part2" ], result
-  end
-
-  test "format_multimodal_content handles array content" do
-    @message.content = [
-      { type: "text", content: "Hello" },
-      { type: "image", content: "image_url" }
-    ]
-
-    result = @provider.send(:format_multimodal_content, @message)
-    assert_equal 2, result.length
-  end
-
-  test "add_tool_fields adds tool calls for assistant messages" do
-    @message.role = :assistant
-    @message.action_requested = true
-
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "tool_1",
-      name: "test_tool",
-      params: { key: "value" }
-    )
-    @message.requested_actions = [ action ]
-
-    formatted = {}
-    @provider.send(:add_tool_fields, formatted, @message)
-
-    assert formatted[:tool_calls]
-    assert_equal 1, formatted[:tool_calls].length
-    assert_equal "function", formatted[:tool_calls][0][:type]
-    assert_equal "test_tool", formatted[:tool_calls][0][:function][:name]
-  end
-
-  test "add_tool_fields adds raw actions for assistant messages" do
-    @message.role = :assistant
-    @message.raw_actions = [ { type: "function", name: "raw_tool" } ]
-
-    formatted = {}
-    @provider.send(:add_tool_fields, formatted, @message)
-
-    assert_equal [ { type: "function", name: "raw_tool" } ], formatted[:tool_calls]
-  end
-
-  test "add_tool_fields adds tool metadata for tool messages" do
-    @message.role = :tool
-    @message.action_id = "tool_123"
-    @message.action_name = "my_tool"
-
-    formatted = {}
-    @provider.send(:add_tool_fields, formatted, @message)
-
-    assert_equal "tool_123", formatted[:tool_call_id]
-    assert_equal "my_tool", formatted[:name]
-  end
-
-  test "add_metadata_fields can be overridden" do
-    class MetadataProvider < TestProvider
-      protected
-      def add_metadata_fields(base_message, message)
-        base_message[:timestamp] = "2024-01-01"
-      end
-    end
-
-    provider = MetadataProvider.new
-    formatted = provider.send(:format_message, @message)
-
-    assert_equal "2024-01-01", formatted[:timestamp]
-  end
-
-  test "format_tool_calls formats multiple actions" do
-    actions = [
-      ActiveAgent::ActionPrompt::Action.new(id: "1", name: "tool1", params: { a: 1 }),
-      ActiveAgent::ActionPrompt::Action.new(id: "2", name: "tool2", params: { b: 2 })
-    ]
-
-    formatted = @provider.send(:format_tool_calls, actions)
-
-    assert_equal 2, formatted.length
-    assert_equal "tool1", formatted[0][:function][:name]
-    assert_equal "tool2", formatted[1][:function][:name]
-    assert_equal '{"a":1}', formatted[0][:function][:arguments]
-    assert_equal '{"b":2}', formatted[1][:function][:arguments]
-  end
-
-  test "format_single_tool_call creates OpenAI format" do
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_123",
-      name: "get_weather",
-      params: { location: "NYC" }
-    )
-
-    formatted = @provider.send(:format_single_tool_call, action)
-
-    assert_equal "function", formatted[:type]
-    assert_equal "get_weather", formatted[:function][:name]
-    assert_equal '{"location":"NYC"}', formatted[:function][:arguments]
-    assert_equal "call_123", formatted[:id]
-  end
-
-  test "format_single_tool_call handles string params" do
-    action = ActiveAgent::ActionPrompt::Action.new(
-      id: "call_456",
-      name: "test",
-      params: '{"already":"json"}'
-    )
-
-    formatted = @provider.send(:format_single_tool_call, action)
-    assert_equal '{"already":"json"}', formatted[:function][:arguments]
-  end
-
-  test "compact removes nil values from formatted message" do
-    @message.action_id = nil
-    @message.action_name = nil
-
-    formatted = @provider.send(:format_message, @message)
-
-    assert_not formatted.key?(:tool_call_id)
-    assert_not formatted.key?(:name)
-  end
-
-  test "provider can override format_image_content" do
-    class ImageProvider < TestProvider
-      protected
-      def format_image_content(message)
-        [ { type: "image_url", url: message.content } ]
-      end
-    end
-
-    provider = ImageProvider.new
-    @message.content_type = "image_url"
-    @message.content = "https://example.com/pic.jpg"
-
-    result = provider.send(:format_content, @message)
-    assert_equal [ { type: "image_url", url: "https://example.com/pic.jpg" } ], result
-  end
-
-  test "format_content_item default implementation" do
-    item = { type: "text", content: "Hello" }
-    result = @provider.send(:format_content_item, item)
-    assert_equal item, result
-  end
-end
diff --git a/test/generation_provider/ollama_provider_test.rb b/test/generation_provider/ollama_provider_test.rb
deleted file mode 100644
index b7e586c9..00000000
--- a/test/generation_provider/ollama_provider_test.rb
+++ /dev/null
@@ -1,184 +0,0 @@
-require "test_helper"
-require "openai"
-require "active_agent/action_prompt"
-require "active_agent/generation_provider/ollama_provider"
-
-class OllamaProviderTest < ActiveSupport::TestCase
-  setup do
-    @config = {
-      "service" => "Ollama",
-      "model" => "gemma3:latest",
-      "host" => "http://localhost:11434",
-      "api_version" => "v1",
-      "embedding_model" => "nomic-embed-text"
-    }
-    @provider = ActiveAgent::GenerationProvider::OllamaProvider.new(@config)
-
-    @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-      message: ActiveAgent::ActionPrompt::Message.new(content: "Test content for embedding"),
-      instructions: "You are a test agent"
-    )
-  end
-
-  test "initializes with correct configuration" do
-    assert_equal "gemma3:latest", @provider.instance_variable_get(:@model_name)
-    assert_equal "http://localhost:11434", @provider.instance_variable_get(:@host)
-    assert_equal "v1", @provider.instance_variable_get(:@api_version)
-
-    client = @provider.instance_variable_get(:@client)
-    assert_instance_of OpenAI::Client, client
-  end
-
-  test "uses default values when config values not provided" do
-    minimal_config = {
-      "service" => "Ollama",
-      "model" => "llama2:latest"
-    }
-    provider = ActiveAgent::GenerationProvider::OllamaProvider.new(minimal_config)
-
-    assert_equal "http://localhost:11434", provider.instance_variable_get(:@host)
-    assert_equal "v1", provider.instance_variable_get(:@api_version)
-  end
-
-  test "embeddings_parameters returns correct structure" do
-    params = @provider.send(:embeddings_parameters, input: "Test text", model: "nomic-embed-text")
-
-    assert_equal "nomic-embed-text", params[:model]
-    assert_equal "Test text", params[:input]
-  end
-
-  test "embeddings_parameters uses config embedding_model when available" do
-    params = @provider.send(:embeddings_parameters, input: "Test text")
-
-    assert_equal "nomic-embed-text", params[:model]
-    assert_equal "Test text", params[:input]
-  end
-
-  test "embeddings_parameters uses prompt message content by default" do
-    @provider.instance_variable_set(:@prompt, @prompt)
-    params = @provider.send(:embeddings_parameters)
-
-    assert_equal "nomic-embed-text", params[:model]
-    assert_equal "Test content for embedding", params[:input]
-  end
-
-  test "embeddings_response creates proper response object" do
-    mock_response = {
-      "embedding" => [ 0.1, 0.2, 0.3, 0.4, 0.5 ],
-      "model" => "nomic-embed-text",
-      "created" => 1234567890
-    }
-
-    request_params = {
-      model: "nomic-embed-text",
-      input: "Test text"
-    }
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    response = @provider.send(:embeddings_response, mock_response, request_params)
-
-    assert_instance_of ActiveAgent::GenerationProvider::Response, response
-    assert_equal @prompt, response.prompt
-    assert_instance_of ActiveAgent::ActionPrompt::Message, response.message
-    assert_equal [ 0.1, 0.2, 0.3, 0.4, 0.5 ], response.message.content
-    assert_equal "assistant", response.message.role
-    assert_equal mock_response, response.raw_response
-    assert_equal request_params, response.raw_request
-  end
-
-  test "embed method works with Ollama provider" do
-    VCR.use_cassette("ollama_provider_embed") do
-      # region ollama_provider_embed
-      provider = ActiveAgent::GenerationProvider::OllamaProvider.new(@config)
-      prompt = ActiveAgent::ActionPrompt::Prompt.new(
-        message: ActiveAgent::ActionPrompt::Message.new(content: "Generate an embedding for this text"),
-        instructions: "You are an embedding test agent"
-      )
-
-      response = provider.embed(prompt)
-      # endregion ollama_provider_embed
-
-      assert_not_nil response
-      assert_instance_of ActiveAgent::GenerationProvider::Response, response
-      assert_not_nil response.message.content
-      assert_kind_of Array, response.message.content
-      assert response.message.content.all? { |val| val.is_a?(Numeric) }
-
-      doc_example_output(response)
-    rescue Errno::ECONNREFUSED, Net::OpenTimeout, Net::ReadTimeout => e
-      skip "Ollama is not running locally: #{e.message}"
-    end
-  end
-
-  test "embed method provides helpful error when Ollama not running" do
-    # Configure with a bad port to simulate Ollama not running
-    # Disable VCR for this test to allow actual connection failure
-    VCR.turn_off!
-    WebMock.allow_net_connect!
-
-    bad_config = @config.merge("host" => "http://localhost:99999")
-    provider = ActiveAgent::GenerationProvider::OllamaProvider.new(bad_config)
-    prompt = ActiveAgent::ActionPrompt::Prompt.new(
-      message: ActiveAgent::ActionPrompt::Message.new(content: "Test embedding"),
-      instructions: "Test agent"
-    )
-
-    error = assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-      provider.embed(prompt)
-    end
-
-    assert_match(/Unable to connect to Ollama at http:\/\/localhost:99999/, error.message)
-    assert_match(/Please ensure Ollama is running/, error.message)
-    assert_match(/ollama serve/, error.message)
-  ensure
-    VCR.turn_on!
-    WebMock.disable_net_connect!
-  end
-
-  test "inherits from OpenAIProvider" do
-    assert ActiveAgent::GenerationProvider::OllamaProvider < ActiveAgent::GenerationProvider::OpenAIProvider
-  end
-
-  test "overrides embeddings methods from parent class" do
-    # Verify that OllamaProvider has its own implementation of these methods
-    assert @provider.respond_to?(:embeddings_parameters, true)
-    assert @provider.respond_to?(:embeddings_response, true)
-
-    # Verify the methods are defined in OllamaProvider, not just inherited
-    ollama_methods = ActiveAgent::GenerationProvider::OllamaProvider.instance_methods(false)
-    assert_includes ollama_methods, :embeddings_parameters
-    assert_includes ollama_methods, :embeddings_response
-  end
-
-  test "handles Ollama-specific embedding format" do
-    # Test native Ollama format
-    ollama_response = {
-      "embedding" => [ 0.1, 0.2, 0.3 ],
-      "model" => "nomic-embed-text"
-    }
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    response = @provider.send(:embeddings_response, ollama_response)
-
-    assert_equal [ 0.1, 0.2, 0.3 ], response.message.content
-  end
-
-  test "handles OpenAI-compatible embedding format from Ollama" do
-    # Test OpenAI-compatible format that newer Ollama versions return
-    openai_format_response = {
-      "data" => [
-        {
-          "embedding" => [ 0.4, 0.5, 0.6 ],
-          "object" => "embedding"
-        }
-      ],
-      "model" => "nomic-embed-text",
-      "object" => "list"
-    }
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    response = @provider.send(:embeddings_response, openai_format_response)
-
-    assert_equal [ 0.4, 0.5, 0.6 ], response.message.content
-  end
-end
diff --git a/test/generation_provider/open_ai_provider_test.rb b/test/generation_provider/open_ai_provider_test.rb
deleted file mode 100644
index 7406164c..00000000
--- a/test/generation_provider/open_ai_provider_test.rb
+++ /dev/null
@@ -1,236 +0,0 @@
-require "test_helper"
-
-# Test for OpenAI Provider gem loading and configuration
-class OpenAIProviderTest < ActiveAgentTestCase
-  # Test the gem load rescue block
-  test "gem load rescue block provides correct error message" do
-    # Since we can't easily simulate the gem not being available without complex mocking,
-    # we'll test that the error message is correct by creating a minimal reproduction
-    expected_message = "The 'ruby-openai >= 8.1.0' gem is required for OpenAIProvider. Please add it to your Gemfile and run `bundle install`."
-
-    # Verify the rescue block pattern exists in the source code
-    provider_file_path = File.join(Rails.root, "../../lib/active_agent/generation_provider/open_ai_provider.rb")
-    provider_source = File.read(provider_file_path)
-
-    assert_includes provider_source, "begin"
-    assert_includes provider_source, 'gem "ruby-openai"'
-    assert_includes provider_source, 'require "openai"'
-    assert_includes provider_source, "rescue LoadError"
-    assert_includes provider_source, expected_message
-
-    # Test the actual error by creating a minimal scenario
-    test_code = <<~RUBY
-      begin
-        gem "nonexistent-openai-gem"
-        require "nonexistent-openai-gem"
-      rescue LoadError
-        raise LoadError, "#{expected_message}"
-      end
-    RUBY
-
-    error = assert_raises(LoadError) do
-      eval(test_code)
-    end
-
-    assert_equal expected_message, error.message
-  end
-
-  test "loads successfully when ruby-openai gem is available" do
-    # This test ensures the provider loads correctly when the gem is present
-    # Since the gem is already loaded in our test environment, this should work
-    assert_nothing_raised do
-      require "active_agent/generation_provider/open_ai_provider"
-    end
-
-    # Verify the class exists and can be instantiated with valid config
-    assert defined?(ActiveAgent::GenerationProvider::OpenAIProvider)
-
-    config = {
-      "service" => "OpenAI",
-      "api_key" => "test-key",
-      "model" => "gpt-4o-mini"
-    }
-
-    assert_nothing_raised do
-      ActiveAgent::GenerationProvider::OpenAIProvider.new(config)
-    end
-  end
-
-  # Test configuration loading and presence
-  test "raises error when active_agent.yml config is missing for provider" do
-    # Ensure no configuration is present
-    ActiveAgent.instance_variable_set(:@config, {})
-
-    error = assert_raises(RuntimeError) do
-      ApplicationAgent.configuration(:nonexistent_provider)
-    end
-
-    assert_includes error.message, "Failed to load provider nonexistent_provider:"
-  end
-
-  test "loads configuration from active_agent.yml when present" do
-    # Mock a configuration
-    mock_config = {
-      "test" => {
-        "openai" => {
-          "service" => "OpenAI",
-          "api_key" => "test-api-key",
-          "model" => "gpt-4o-mini",
-          "temperature" => 0.7
-        }
-      }
-    }
-
-    ActiveAgent.instance_variable_set(:@config, mock_config)
-
-    # Set Rails environment for testing
-    rails_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:openai)
-
-    assert_equal "OpenAI", config.config["service"]
-    assert_equal "test-api-key", config.config["api_key"]
-    assert_equal "gpt-4o-mini", config.config["model"]
-    assert_equal 0.7, config.config["temperature"]
-
-    # Restore original environment
-    ENV["RAILS_ENV"] = rails_env
-  end
-
-  test "loads configuration from environment-specific section" do
-    mock_config = {
-      "development" => {
-        "openai" => {
-          "service" => "OpenAI",
-          "api_key" => "dev-api-key",
-          "model" => "gpt-4o-mini"
-        }
-      },
-      "test" => {
-        "openai" => {
-          "service" => "OpenAI",
-          "api_key" => "test-api-key",
-          "model" => "gpt-4o-mini"
-        }
-      }
-    }
-
-    ActiveAgent.instance_variable_set(:@config, mock_config)
-
-    # Test development configuration
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "development"
-
-    config = ApplicationAgent.configuration(:openai)
-    assert_equal "dev-api-key", config.config["api_key"]
-
-    # Test test configuration
-    ENV["RAILS_ENV"] = "test"
-    config = ApplicationAgent.configuration(:openai)
-    assert_equal "test-api-key", config.config["api_key"]
-
-    ENV["RAILS_ENV"] = original_env
-  end
-
-  test "configuration file loading from file system" do
-    # Create a temporary configuration file
-    temp_config_content = <<~YAML
-      test:
-        openai:
-          service: "OpenAI"
-          api_key: "file-based-key"
-          model: "gpt-4o-mini"
-          temperature: 0.8
-    YAML
-
-    temp_file = Tempfile.new([ "active_agent", ".yml" ])
-    temp_file.write(temp_config_content)
-    temp_file.close
-
-    # Reset configuration
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Load configuration from file
-    ActiveAgent.load_configuration(temp_file.path)
-
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:openai)
-    assert_equal "file-based-key", config.config["api_key"]
-    assert_equal 0.8, config.config["temperature"]
-
-    ENV["RAILS_ENV"] = original_env
-    temp_file.unlink
-  end
-
-  test "handles missing configuration file gracefully" do
-    real_config = ActiveAgent.config
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Try to load non-existent file
-    ActiveAgent.load_configuration("/path/to/nonexistent/file.yml")
-
-    # Should not raise an error, config should remain nil
-    assert_equal ActiveAgent.config, {}
-
-    # Restore original configuration
-    ActiveAgent.instance_variable_set(:@config, real_config)
-  end
-
-  test "configuration with ERB processing" do
-    # Create a temporary configuration file with ERB
-    temp_config_content = <<~YAML
-      test:
-        openai:
-          service: "OpenAI"
-          api_key: "<%= 'erb-processed-key' %>"
-          model: "gpt-4o-mini"
-          temperature: <%= 0.5 + 0.2 %>
-    YAML
-
-    temp_file = Tempfile.new([ "active_agent", ".yml" ])
-    temp_file.write(temp_config_content)
-    temp_file.close
-
-    # Reset configuration
-    ActiveAgent.instance_variable_set(:@config, nil)
-
-    # Load configuration from file
-    ActiveAgent.load_configuration(temp_file.path)
-
-    original_env = ENV["RAILS_ENV"]
-    ENV["RAILS_ENV"] = "test"
-
-    config = ApplicationAgent.configuration(:openai)
-    assert_equal "erb-processed-key", config.config["api_key"]
-    assert_equal 0.7, config.config["temperature"]
-
-    ENV["RAILS_ENV"] = original_env
-    temp_file.unlink
-  end
-
-  test "OpenAI provider initialization with missing API key" do
-    config = {
-      "service" => "OpenAI",
-      "model" => "gpt-4o-mini"
-      # Missing api_key
-    }
-
-    provider = ActiveAgent::GenerationProvider::OpenAIProvider.new(config)
-    assert_nil provider.instance_variable_get(:@api_key)
-  end
-
-  test "OpenAI provider initialization with custom host" do
-    config = {
-      "service" => "OpenAI",
-      "api_key" => "test-key",
-      "model" => "gpt-4o-mini",
-      "host" => "https://custom-openai-host.com"
-    }
-
-    provider = ActiveAgent::GenerationProvider::OpenAIProvider.new(config)
-    assert_equal "https://custom-openai-host.com", provider.instance_variable_get(:@host)
-  end
-end
diff --git a/test/generation_provider/open_router_provider_test.rb b/test/generation_provider/open_router_provider_test.rb
deleted file mode 100644
index ce18f944..00000000
--- a/test/generation_provider/open_router_provider_test.rb
+++ /dev/null
@@ -1,542 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/open_router_provider"
-require "active_agent/action_prompt/prompt"
-require "active_agent/generation_provider/response"
-
-module ActiveAgent
-  module GenerationProvider
-    class OpenRouterProviderTest < ActiveSupport::TestCase
-      setup do
-        @base_config = {
-          "api_key" => "test_api_key",
-          "model" => "openai/gpt-4o",
-          "app_name" => "TestApp",
-          "site_url" => "https://test.app"
-        }
-      end
-
-      test "initializes with basic configuration" do
-        provider = OpenRouterProvider.new(@base_config)
-
-        assert_equal "test_api_key", provider.instance_variable_get(:@access_token)
-        assert_equal "openai/gpt-4o", provider.instance_variable_get(:@model_name)
-        assert_equal "TestApp", provider.instance_variable_get(:@app_name)
-        assert_equal "https://test.app", provider.instance_variable_get(:@site_url)
-      end
-
-      test "initializes with fallback models configuration" do
-        config = @base_config.merge(
-          "fallback_models" => [ "anthropic/claude-3-opus", "google/gemini-pro" ],
-          "enable_fallbacks" => true
-        )
-
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal [ "anthropic/claude-3-opus", "google/gemini-pro" ],
-                     provider.instance_variable_get(:@fallback_models)
-        assert provider.instance_variable_get(:@enable_fallbacks)
-      end
-
-      test "initializes with provider preferences" do
-        config = @base_config.merge(
-          "provider" => {
-            "order" => [ "OpenAI", "Anthropic" ],
-            "require_parameters" => true,
-            "data_collection" => "deny"
-          }
-        )
-
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.instance_variable_get(:@provider_preferences)
-
-        assert_equal [ "OpenAI", "Anthropic" ], prefs["order"]
-        assert prefs["require_parameters"]
-        assert_equal "deny", prefs["data_collection"]
-      end
-
-      test "initializes with transforms" do
-        config = @base_config.merge(
-          "transforms" => [ "middle-out" ]
-        )
-
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal [ "middle-out" ], provider.instance_variable_get(:@transforms)
-      end
-
-      test "sets correct OpenRouter headers" do
-        provider = OpenRouterProvider.new(@base_config)
-        client = provider.instance_variable_get(:@client)
-
-        assert_not_nil client
-        # The client should be configured with OpenRouter base URL
-        assert_equal "https://openrouter.ai/api/v1", client.instance_variable_get(:@uri_base)
-
-        # Verify extra headers are set
-        extra_headers = client.instance_variable_get(:@extra_headers)
-        assert_not_nil extra_headers
-        assert_equal "TestApp", extra_headers["X-Title"]
-        assert_equal "https://test.app", extra_headers["HTTP-Referer"]
-      end
-
-      test "uses default app name when not configured" do
-        config = @base_config.dup
-        config.delete("app_name")
-
-        provider = OpenRouterProvider.new(config)
-        client = provider.instance_variable_get(:@client)
-        extra_headers = client.instance_variable_get(:@extra_headers)
-
-        # Should use Rails app name or "ActiveAgent" as default
-        assert_not_nil extra_headers["X-Title"]
-        assert_includes [ "ActiveAgent", "Dummy" ], extra_headers["X-Title"]
-      end
-
-      test "uses default site URL from Rails config when not provided" do
-        config = @base_config.dup
-        config.delete("site_url")
-
-        provider = OpenRouterProvider.new(config)
-        client = provider.instance_variable_get(:@client)
-        extra_headers = client.instance_variable_get(:@extra_headers)
-
-        # Should either be localhost or no HTTP-Referer header
-        referer = extra_headers["HTTP-Referer"]
-        assert(referer.nil? || referer.include?("localhost") || referer.include?("example.com"))
-      end
-
-      test "headers are present when both app_name and site_url are configured" do
-        provider = OpenRouterProvider.new(@base_config)
-        headers = provider.send(:openrouter_headers)
-
-        assert_equal "TestApp", headers["X-Title"]
-        assert_equal "https://test.app", headers["HTTP-Referer"]
-      end
-
-      test "headers handle nil app_name gracefully" do
-        config = @base_config.merge("app_name" => nil)
-        provider = OpenRouterProvider.new(config)
-        headers = provider.send(:openrouter_headers)
-
-        # Should still have a header, using default
-        assert_not_nil headers["X-Title"]
-      end
-
-      test "headers handle nil site_url gracefully" do
-        config = @base_config.merge("site_url" => nil)
-        provider = OpenRouterProvider.new(config)
-        headers = provider.send(:openrouter_headers)
-
-        # HTTP-Referer might be nil or use default
-        # The key should exist but value might be nil
-        assert headers.key?("HTTP-Referer")
-      end
-
-      test "headers are passed to OpenAI client on initialization" do
-        provider = OpenRouterProvider.new(@base_config)
-        client = provider.instance_variable_get(:@client)
-
-        # The OpenAI::Client should receive the extra_headers
-        assert_not_nil client
-        extra_headers = client.instance_variable_get(:@extra_headers)
-
-        assert_equal({
-          "X-Title" => "TestApp",
-          "HTTP-Referer" => "https://test.app"
-        }, extra_headers)
-      end
-
-      test "builds OpenRouter-specific parameters with fallbacks" do
-        config = @base_config.merge(
-          "fallback_models" => [ "anthropic/claude-3-opus" ],
-          "route" => "fallback"
-        )
-
-        provider = OpenRouterProvider.new(config)
-
-        # Create a real prompt object
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-
-        provider.instance_variable_set(:@prompt, prompt)
-
-        params = provider.send(:build_openrouter_parameters)
-
-        assert_equal [ "openai/gpt-4o", "anthropic/claude-3-opus" ], params[:models]
-        assert_equal "fallback", params[:route]
-      end
-
-      test "builds provider preferences correctly" do
-        config = @base_config.merge(
-          "enable_fallbacks" => true,
-          "provider" => {
-            "order" => [ "OpenAI", "Anthropic" ],
-            "require_parameters" => true,
-            "data_collection" => "deny"
-          }
-        )
-
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal [ "OpenAI", "Anthropic" ], prefs[:order]
-        assert prefs[:require_parameters]
-        assert prefs[:allow_fallbacks]
-        assert_equal "deny", prefs[:data_collection]
-      end
-
-      test "data_collection parameter defaults to allow" do
-        provider = OpenRouterProvider.new(@base_config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal "allow", prefs[:data_collection]
-      end
-
-      test "data_collection parameter can be set to deny" do
-        config = @base_config.merge("data_collection" => "deny")
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal "deny", prefs[:data_collection]
-      end
-
-      test "data_collection parameter can be array of provider names" do
-        config = @base_config.merge("data_collection" => [ "OpenAI", "Anthropic" ])
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal [ "OpenAI", "Anthropic" ], prefs[:data_collection]
-      end
-
-      test "data_collection parameter can be set in provider preferences" do
-        config = @base_config.merge(
-          "provider" => {
-            "data_collection" => "deny"
-          }
-        )
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal "deny", prefs[:data_collection]
-      end
-
-      test "top-level data_collection overrides provider preferences" do
-        config = @base_config.merge(
-          "data_collection" => "allow",
-          "provider" => {
-            "data_collection" => "deny"
-          }
-        )
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.send(:build_provider_preferences)
-
-        assert_equal "allow", prefs[:data_collection]
-      end
-
-      test "handles OpenRouter-specific errors" do
-        provider = OpenRouterProvider.new(@base_config)
-
-        # Test rate limit error
-        error = StandardError.new("rate limit exceeded")
-        assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-          provider.send(:handle_openrouter_error, error)
-        end
-
-        # Test insufficient credits error
-        error = StandardError.new("insufficient credits")
-        assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-          provider.send(:handle_openrouter_error, error)
-        end
-
-        # Test no provider error
-        error = StandardError.new("no available provider")
-        assert_raises(ActiveAgent::GenerationProvider::Base::GenerationProviderError) do
-          provider.send(:handle_openrouter_error, error)
-        end
-      end
-
-      test "tracks usage when enabled" do
-        config = @base_config.merge("track_costs" => true)
-        provider = OpenRouterProvider.new(config)
-
-        response = {
-          "usage" => {
-            "prompt_tokens" => 100,
-            "completion_tokens" => 50,
-            "total_tokens" => 150
-          },
-          "model" => "openai/gpt-4o"
-        }
-
-        cost_info = provider.send(:track_usage, response)
-
-        assert_equal "openai/gpt-4o", cost_info[:model]
-        assert_equal 100, cost_info[:prompt_tokens]
-        assert_equal 50, cost_info[:completion_tokens]
-        assert_equal 150, cost_info[:total_tokens]
-      end
-
-      test "does not track usage when disabled" do
-        config = @base_config.merge("track_costs" => false)
-        provider = OpenRouterProvider.new(config)
-
-        response = {
-          "usage" => {
-            "prompt_tokens" => 100,
-            "completion_tokens" => 50,
-            "total_tokens" => 150
-          }
-        }
-
-        # Should return nil when tracking is disabled
-        assert_nil provider.send(:track_usage, response)
-      end
-
-      test "adds metadata from response headers" do
-        provider = OpenRouterProvider.new(@base_config)
-
-        # Create a real response object with a minimal prompt
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(message: "test")
-        response = ActiveAgent::GenerationProvider::Response.new(prompt: prompt)
-
-        headers = {
-          "x-provider" => "OpenAI",
-          "x-model" => "gpt-4o",
-          "x-trace-id" => "trace-123",
-          "x-ratelimit-requests-limit" => "100",
-          "x-ratelimit-requests-remaining" => "99"
-        }
-
-        provider.send(:add_openrouter_metadata, response, headers)
-
-        # Verify metadata was set correctly
-        assert_equal "OpenAI", response.metadata[:provider]
-        assert_equal "gpt-4o", response.metadata[:model_used]
-        assert_equal "trace-123", response.metadata[:trace_id]
-        assert_equal "100", response.metadata[:ratelimit][:requests_limit]
-        assert_equal "99", response.metadata[:ratelimit][:requests_remaining]
-      end
-
-      test "defaults enable_fallbacks to true" do
-        provider = OpenRouterProvider.new(@base_config)
-        assert provider.instance_variable_get(:@enable_fallbacks)
-      end
-
-      test "defaults track_costs to true" do
-        provider = OpenRouterProvider.new(@base_config)
-        assert provider.instance_variable_get(:@track_costs)
-      end
-
-      test "defaults route to fallback" do
-        provider = OpenRouterProvider.new(@base_config)
-        assert_equal "fallback", provider.instance_variable_get(:@route)
-      end
-
-      test "environment variables fallback for API key" do
-        ENV["OPENROUTER_API_KEY"] = "env_api_key"
-
-        config = @base_config.dup
-        config.delete("api_key")
-
-        provider = OpenRouterProvider.new(config)
-        assert_equal "env_api_key", provider.instance_variable_get(:@access_token)
-      ensure
-        ENV.delete("OPENROUTER_API_KEY")
-      end
-
-      test "alternative environment variable for API key" do
-        ENV["OPENROUTER_ACCESS_TOKEN"] = "env_access_token"
-
-        config = @base_config.dup
-        config.delete("api_key")
-
-        provider = OpenRouterProvider.new(config)
-        assert_equal "env_access_token", provider.instance_variable_get(:@access_token)
-      ensure
-        ENV.delete("OPENROUTER_ACCESS_TOKEN")
-      end
-
-      test "initializes with only providers configuration" do
-        config = @base_config.merge("only" => [ "openai", "anthropic" ])
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal [ "openai", "anthropic" ], provider.instance_variable_get(:@only_providers)
-      end
-
-      test "initializes with ignore providers configuration" do
-        config = @base_config.merge("ignore" => [ "google", "cohere" ])
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal [ "google", "cohere" ], provider.instance_variable_get(:@ignore_providers)
-      end
-
-      test "initializes with quantizations configuration" do
-        config = @base_config.merge("quantizations" => [ "int4", "int8" ])
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal [ "int4", "int8" ], provider.instance_variable_get(:@quantizations)
-      end
-
-      test "initializes with sort configuration" do
-        config = @base_config.merge("sort" => "price")
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal "price", provider.instance_variable_get(:@sort_preference)
-      end
-
-      test "initializes with max_price configuration" do
-        max_price = { "prompt_tokens" => 0.001, "completion_tokens" => 0.002 }
-        config = @base_config.merge("max_price" => max_price)
-        provider = OpenRouterProvider.new(config)
-
-        assert_equal max_price, provider.instance_variable_get(:@max_price)
-      end
-
-      test "initializes with provider preferences containing new options" do
-        config = @base_config.merge(
-          "provider" => {
-            "only" => [ "openai", "anthropic" ],
-            "ignore" => [ "google" ],
-            "quantizations" => [ "int4" ],
-            "sort" => "throughput",
-            "max_price" => { "prompt_tokens" => 0.001 }
-          }
-        )
-
-        provider = OpenRouterProvider.new(config)
-        prefs = provider.instance_variable_get(:@provider_preferences)
-
-        assert_equal [ "openai", "anthropic" ], prefs["only"]
-        assert_equal [ "google" ], prefs["ignore"]
-        assert_equal [ "int4" ], prefs["quantizations"]
-        assert_equal "throughput", prefs["sort"]
-        assert_equal({ "prompt_tokens" => 0.001 }, prefs["max_price"])
-      end
-
-      test "builds provider preferences with only providers" do
-        config = @base_config.merge("only" => [ "openai", "anthropic" ])
-        provider = OpenRouterProvider.new(config)
-
-        # Create a real prompt object
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-        assert_equal [ "openai", "anthropic" ], prefs[:only]
-      end
-
-      test "builds provider preferences with ignore providers" do
-        config = @base_config.merge("ignore" => [ "google", "cohere" ])
-        provider = OpenRouterProvider.new(config)
-
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-        assert_equal [ "google", "cohere" ], prefs[:ignore]
-      end
-
-      test "builds provider preferences with quantizations" do
-        config = @base_config.merge("quantizations" => [ "int4", "int8" ])
-        provider = OpenRouterProvider.new(config)
-
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-        assert_equal [ "int4", "int8" ], prefs[:quantizations]
-      end
-
-      test "builds provider preferences with sort" do
-        config = @base_config.merge("sort" => "price")
-        provider = OpenRouterProvider.new(config)
-
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-        assert_equal "price", prefs[:sort]
-      end
-
-      test "builds provider preferences with max_price" do
-        max_price = { "prompt_tokens" => 0.001, "completion_tokens" => 0.002 }
-        config = @base_config.merge("max_price" => max_price)
-        provider = OpenRouterProvider.new(config)
-
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-        assert_equal max_price, prefs[:max_price]
-      end
-
-      test "runtime options override configured provider preferences" do
-        config = @base_config.merge(
-          "only" => [ "openai" ],
-          "sort" => "price"
-        )
-        provider = OpenRouterProvider.new(config)
-
-        # Create prompt with runtime overrides
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [],
-          actions: [],
-          options: {
-            only: [ "anthropic", "openai" ],
-            sort: "throughput",
-            quantizations: [ "int4" ]
-          },
-          output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        prefs = provider.send(:build_provider_preferences)
-
-        # Runtime options should override configured ones
-        assert_equal [ "anthropic", "openai" ], prefs[:only]
-        assert_equal "throughput", prefs[:sort]
-        assert_equal [ "int4" ], prefs[:quantizations]
-      end
-
-      test "builds openrouter parameters with all provider preferences" do
-        config = @base_config.merge(
-          "only" => [ "openai", "anthropic" ],
-          "ignore" => [ "google" ],
-          "quantizations" => [ "int4" ],
-          "sort" => "price",
-          "max_price" => { "prompt_tokens" => 0.001 }
-        )
-
-        provider = OpenRouterProvider.new(config)
-
-        prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [], actions: [], options: {}, output_schema: nil
-        )
-        provider.instance_variable_set(:@prompt, prompt)
-
-        params = provider.send(:build_openrouter_parameters)
-
-        assert params[:provider].present?
-        assert_equal [ "openai", "anthropic" ], params[:provider][:only]
-        assert_equal [ "google" ], params[:provider][:ignore]
-        assert_equal [ "int4" ], params[:provider][:quantizations]
-        assert_equal "price", params[:provider][:sort]
-        assert_equal({ "prompt_tokens" => 0.001 }, params[:provider][:max_price])
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/openai_builtin_tools_test.rb b/test/generation_provider/openai_builtin_tools_test.rb
deleted file mode 100644
index 92650ff3..00000000
--- a/test/generation_provider/openai_builtin_tools_test.rb
+++ /dev/null
@@ -1,281 +0,0 @@
-require "test_helper"
-require "active_agent/action_prompt/prompt"
-require "active_agent/generation_provider/open_ai_provider"
-
-class OpenAIBuiltinToolsTest < ActiveSupport::TestCase
-  setup do
-    @config = {
-      "model" => "gpt-5",
-      "api_key" => "test-key"
-    }
-    @provider = ActiveAgent::GenerationProvider::OpenAIProvider.new(@config)
-    @prompt = ActiveAgent::ActionPrompt::Prompt.new
-  end
-
-  test "builds tools array with web_search_preview" do
-    @prompt.options = {
-      tools: [
-        { type: "web_search_preview" }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-  end
-
-  test "builds tools array with web_search_preview and options" do
-    @prompt.options = {
-      tools: [
-        {
-          type: "web_search_preview",
-          search_context_size: "high",
-          user_location: {
-            type: "approximate",
-            country: "US",
-            city: "San Francisco"
-          }
-        }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-    assert_equal "high", tools[0][:search_context_size]
-    assert_equal({ type: "approximate", country: "US", city: "San Francisco" }, tools[0][:user_location])
-  end
-
-  test "builds tools array with image_generation" do
-    @prompt.options = {
-      tools: [
-        { type: "image_generation" }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "image_generation", tools[0][:type]
-  end
-
-  test "builds tools array with image_generation and options" do
-    @prompt.options = {
-      tools: [
-        {
-          type: "image_generation",
-          size: "1024x1024",
-          quality: "high",
-          format: "png",
-          compression: 80,
-          background: "transparent",
-          partial_images: 2
-        }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "image_generation", tools[0][:type]
-    assert_equal "1024x1024", tools[0][:size]
-    assert_equal "high", tools[0][:quality]
-    assert_equal "png", tools[0][:format]
-    assert_equal 80, tools[0][:compression]
-    assert_equal "transparent", tools[0][:background]
-    assert_equal 2, tools[0][:partial_images]
-  end
-
-  test "builds tools array with MCP server" do
-    @prompt.options = {
-      tools: [
-        {
-          type: "mcp",
-          server_label: "dmcp",
-          server_description: "A Dungeons and Dragons MCP server",
-          server_url: "https://dmcp-server.deno.dev/sse",
-          require_approval: "never"
-        }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "mcp", tools[0][:type]
-    assert_equal "dmcp", tools[0][:server_label]
-    assert_equal "A Dungeons and Dragons MCP server", tools[0][:server_description]
-    assert_equal "https://dmcp-server.deno.dev/sse", tools[0][:server_url]
-    assert_equal "never", tools[0][:require_approval]
-  end
-
-  test "builds tools array with MCP connector" do
-    @prompt.options = {
-      tools: [
-        {
-          type: "mcp",
-          server_label: "Dropbox",
-          connector_id: "connector_dropbox",
-          authorization: "oauth_token_here",
-          require_approval: "always",
-          allowed_tools: [ "search", "fetch" ]
-        }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "mcp", tools[0][:type]
-    assert_equal "Dropbox", tools[0][:server_label]
-    assert_equal "connector_dropbox", tools[0][:connector_id]
-    assert_equal "oauth_token_here", tools[0][:authorization]
-    assert_equal "always", tools[0][:require_approval]
-    assert_equal [ "search", "fetch" ], tools[0][:allowed_tools]
-  end
-
-  test "combines action tools with built-in tools" do
-    action_tool = {
-      "type" => "function",
-      "function" => {
-        "name" => "get_weather",
-        "description" => "Get the weather",
-        "parameters" => {}
-      }
-    }
-
-    @prompt.options = {
-      tools: [
-        { type: "web_search_preview" },
-        { type: "image_generation" }
-      ]
-    }
-    @prompt.actions = [ action_tool ]
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [ action_tool ])
-
-    assert_equal 3, tools.length
-    # First should be the action tool
-    assert_equal "function", tools[0]["type"]
-    assert_equal "get_weather", tools[0]["function"]["name"]
-    # Then the built-in tools
-    assert_equal "web_search_preview", tools[1][:type]
-    assert_equal "image_generation", tools[2][:type]
-  end
-
-  test "handles multiple built-in tools" do
-    @prompt.options = {
-      tools: [
-        { type: "web_search_preview", search_context_size: "low" },
-        { type: "image_generation", size: "512x512" },
-        {
-          type: "mcp",
-          server_label: "test",
-          server_url: "https://test.com/mcp"
-        }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 3, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-    assert_equal "low", tools[0][:search_context_size]
-    assert_equal "image_generation", tools[1][:type]
-    assert_equal "512x512", tools[1][:size]
-    assert_equal "mcp", tools[2][:type]
-    assert_equal "test", tools[2][:server_label]
-    assert_equal "https://test.com/mcp", tools[2][:server_url]
-  end
-
-  test "handles empty tools option" do
-    @prompt.options = {}
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 0, tools.length
-  end
-
-  test "handles nil action tools" do
-    @prompt.options = {
-      tools: [ { type: "web_search_preview" } ]
-    }
-    @prompt.actions = nil
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, nil)
-
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-  end
-
-  test "ignores invalid tool types" do
-    @prompt.options = {
-      tools: [
-        { type: "invalid_tool" },
-        { type: "web_search_preview" }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    # Should only include the valid web_search_preview tool
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-  end
-
-  test "handles non-hash tool entries" do
-    @prompt.options = {
-      tools: [
-        "not_a_hash",
-        { type: "web_search_preview" },
-        nil
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    # Should only include the valid tool
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-  end
-
-  test "normalizes web_search to web_search_preview" do
-    @prompt.options = {
-      tools: [
-        { type: "web_search", search_context_size: "medium" }
-      ]
-    }
-    @prompt.actions = []
-
-    @provider.instance_variable_set(:@prompt, @prompt)
-    tools = @provider.send(:build_tools_for_responses, [])
-
-    assert_equal 1, tools.length
-    assert_equal "web_search_preview", tools[0][:type]
-    assert_equal "medium", tools[0][:search_context_size]
-  end
-end
diff --git a/test/generation_provider/openai_raw_request_test.rb b/test/generation_provider/openai_raw_request_test.rb
deleted file mode 100644
index b1bee239..00000000
--- a/test/generation_provider/openai_raw_request_test.rb
+++ /dev/null
@@ -1,147 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/open_ai_provider"
-require "active_agent/action_prompt/prompt"
-
-module ActiveAgent
-  module GenerationProvider
-    class OpenAIRawRequestTest < ActiveSupport::TestCase
-      setup do
-        @config = {
-          "api_key" => "test-key",
-          "model" => "gpt-4"
-        }
-        @provider = OpenAIProvider.new(@config)
-
-        @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [
-            ActiveAgent::ActionPrompt::Message.new(
-              content: "Hello, world!",
-              role: "user"
-            )
-          ],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-      end
-
-      test "chat_response includes raw_request when provided" do
-        mock_response = {
-          "id" => "chatcmpl-123",
-          "choices" => [
-            {
-              "message" => {
-                "role" => "assistant",
-                "content" => "Hello! How can I help you today?"
-              }
-            }
-          ]
-        }
-
-        request_params = {
-          model: "gpt-4",
-          messages: [ { role: "user", content: "Hello, world!" } ],
-          temperature: 0.7
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response
-        # Note: raw_request should be sanitized, but since our test key isn't in the
-        # sanitizers list, it should remain unchanged in this test
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-      end
-
-      test "chat_response sanitizes API keys in raw_request" do
-        # Setup sanitizers with our test key
-        original_config = ActiveAgent.config
-        test_config = { "openai" => { "api_key" => "test-key" } }
-        ActiveAgent.instance_variable_set(:@config, test_config)
-        ActiveAgent.sanitizers_reset!
-
-        mock_response = {
-          "id" => "chatcmpl-456",
-          "choices" => [
-            {
-              "message" => {
-                "role" => "assistant",
-                "content" => "Response"
-              }
-            }
-          ]
-        }
-
-        request_params = {
-          model: "gpt-4",
-          api_key: "test-key",
-          headers: { "Authorization" => "Bearer test-key" },
-          messages: [ { role: "user", content: "Message with key: test-key" } ]
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        # API key should be sanitized in raw_request
-        assert_equal "<OPENAI_API_KEY>", response.raw_request[:api_key]
-        assert_equal "Bearer <OPENAI_API_KEY>", response.raw_request[:headers]["Authorization"]
-        assert_equal "Message with key: <OPENAI_API_KEY>",
-                     response.raw_request[:messages][0][:content]
-
-        # Restore original config
-        ActiveAgent.instance_variable_set(:@config, original_config)
-        ActiveAgent.sanitizers_reset!
-      end
-
-      test "embeddings_response includes raw_request when provided" do
-        mock_response = {
-          "data" => [
-            {
-              "embedding" => [ 0.1, 0.2, 0.3 ]
-            }
-          ]
-        }
-
-        request_params = {
-          model: "text-embedding-ada-002",
-          input: "Hello, world!"
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:embeddings_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-      end
-
-      test "responses_response includes raw_request when provided" do
-        mock_response = {
-          "id" => "resp-123",
-          "output" => [
-            {
-              "type" => "message",
-              "id" => "msg-123",
-              "content" => [ { "text" => "Hello response" } ],
-              "role" => "assistant",
-              "finish_reason" => "stop"
-            }
-          ]
-        }
-
-        request_params = {
-          model: "gpt-4",
-          input: { messages: [ { role: "user", content: "Hello" } ] }
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:responses_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/openrouter_raw_request_test.rb b/test/generation_provider/openrouter_raw_request_test.rb
deleted file mode 100644
index 10e66756..00000000
--- a/test/generation_provider/openrouter_raw_request_test.rb
+++ /dev/null
@@ -1,99 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/open_router_provider"
-require "active_agent/action_prompt/prompt"
-
-module ActiveAgent
-  module GenerationProvider
-    class OpenRouterRawRequestTest < ActiveSupport::TestCase
-      setup do
-        @config = {
-          "api_key" => "test-key",
-          "model" => "openai/gpt-4",
-          "app_name" => "TestApp",
-          "site_url" => "https://test.app"
-        }
-        @provider = OpenRouterProvider.new(@config)
-
-        @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [
-            ActiveAgent::ActionPrompt::Message.new(
-              content: "Hello, OpenRouter!",
-              role: "user"
-            )
-          ],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-      end
-
-      test "inherits raw_request handling from OpenAI provider" do
-        mock_response = {
-          "id" => "gen-123",
-          "choices" => [
-            {
-              "message" => {
-                "role" => "assistant",
-                "content" => "Hello from OpenRouter!"
-              }
-            }
-          ],
-          "model" => "openai/gpt-4"
-        }
-
-        request_params = {
-          model: "openai/gpt-4",
-          messages: [ { role: "user", content: "Hello, OpenRouter!" } ],
-          temperature: 0.7,
-          provider: {
-            data_collection: "allow",
-            allow_fallbacks: true
-          }
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response
-        assert_equal request_params, response.raw_request
-        assert_equal mock_response, response.raw_response
-        assert_instance_of ActiveAgent::GenerationProvider::Response, response
-      end
-
-      test "raw_request includes OpenRouter-specific parameters" do
-        mock_response = {
-          "id" => "gen-456",
-          "choices" => [
-            {
-              "message" => {
-                "role" => "assistant",
-                "content" => "Response with fallback"
-              }
-            }
-          ],
-          "model" => "anthropic/claude-3-opus"
-        }
-
-        request_params = {
-          model: "openai/gpt-4",
-          models: [ "openai/gpt-4", "anthropic/claude-3-opus" ],
-          route: "fallback",
-          messages: [ { role: "user", content: "Test with fallbacks" } ],
-          provider: {
-            order: [ "OpenAI", "Anthropic" ],
-            data_collection: "deny",
-            allow_fallbacks: true
-          }
-        }
-
-        @provider.instance_variable_set(:@prompt, @prompt)
-        response = @provider.send(:chat_response, mock_response, request_params)
-
-        assert_not_nil response.raw_request
-        assert_equal [ "openai/gpt-4", "anthropic/claude-3-opus" ], response.raw_request[:models]
-        assert_equal "fallback", response.raw_request[:route]
-        assert_equal "deny", response.raw_request[:provider][:data_collection]
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/parameter_builder_test.rb b/test/generation_provider/parameter_builder_test.rb
deleted file mode 100644
index 410a9d87..00000000
--- a/test/generation_provider/parameter_builder_test.rb
+++ /dev/null
@@ -1,422 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/action_prompt/message"
-require "active_agent/generation_provider/parameter_builder"
-require "active_agent/generation_provider/message_formatting"
-require "active_agent/generation_provider/tool_management"
-
-class ParameterBuilderTest < ActiveSupport::TestCase
-  MockPrompt = Data.define(:messages, :options, :actions, :output_schema, :message) do
-    def initialize(messages: [], options: {}, actions: nil, output_schema: nil, message: nil)
-      super
-    end
-  end
-
-  class TestProvider
-    include ActiveAgent::GenerationProvider::ParameterBuilder
-    include ActiveAgent::GenerationProvider::MessageFormatting
-    include ActiveAgent::GenerationProvider::ToolManagement
-
-    attr_accessor :prompt, :config, :model_name
-
-    def initialize(config = {})
-      @config = config
-    end
-  end
-
-  setup do
-    @provider = TestProvider.new("temperature" => 0.5, "model" => "test-model")
-    @prompt = MockPrompt.new(
-      messages: [
-        ActiveAgent::ActionPrompt::Message.new(role: :user, content: "Hello")
-      ],
-      options: {},
-      actions: nil,
-      output_schema: nil
-    )
-    @provider.prompt = @prompt
-  end
-
-  test "prompt_parameters builds complete parameters" do
-    params = @provider.prompt_parameters
-
-    assert_equal "test-model", params[:model]
-    assert_equal 0.5, params[:temperature]
-    assert params[:messages]
-    assert_equal 1, params[:messages].length
-  end
-
-  test "prompt_parameters accepts overrides" do
-    params = @provider.prompt_parameters(model: "override-model", temperature: 0.9)
-
-    assert_equal "override-model", params[:model]
-    assert_equal 0.9, params[:temperature]
-  end
-
-  test "build_base_parameters includes required fields" do
-    params = @provider.send(:build_base_parameters)
-
-    assert params.key?(:model)
-    assert params.key?(:messages)
-    assert params.key?(:temperature)
-  end
-
-  test "build_base_parameters includes max_tokens when present" do
-    @provider.config["max_tokens"] = 1000
-    params = @provider.send(:build_base_parameters)
-
-    assert_equal 1000, params[:max_tokens]
-  end
-
-  test "build_base_parameters includes tools when actions present" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options,
-      actions: [
-        { "name" => "tool1", "description" => "Test tool", "parameters" => {} }
-      ],
-      output_schema: @prompt.output_schema
-    )
-
-    params = @provider.send(:build_base_parameters)
-
-    assert params[:tools]
-    assert_equal 1, params[:tools].length
-    assert_equal "function", params[:tools][0][:type]
-  end
-
-  test "build_provider_parameters returns empty hash by default" do
-    params = @provider.send(:build_provider_parameters)
-    assert_equal({}, params)
-  end
-
-  test "extract_prompt_options includes common options" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: {
-        stream: true,
-        top_p: 0.9,
-        frequency_penalty: 0.1,
-        presence_penalty: 0.2,
-        seed: 42,
-        stop: [ "\n" ],
-        user: "user123"
-      },
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    options = @provider.send(:extract_prompt_options)
-
-    assert_equal true, options[:stream]
-    assert_equal 0.9, options[:top_p]
-    assert_equal 0.1, options[:frequency_penalty]
-    assert_equal 0.2, options[:presence_penalty]
-    assert_equal 42, options[:seed]
-    assert_equal [ "\n" ], options[:stop]
-    assert_equal "user123", options[:user]
-  end
-
-  test "extract_prompt_options excludes missing options" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: { stream: true },
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    options = @provider.send(:extract_prompt_options)
-
-    assert_equal true, options[:stream]
-    assert_not options.key?(:top_p)
-    assert_not options.key?(:frequency_penalty)
-  end
-
-  test "extract_prompt_options includes response_format for output_schema" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options,
-      actions: @prompt.actions,
-      output_schema: {
-        name: "test_schema",
-        schema: { type: "object" }
-      }
-    )
-
-    options = @provider.send(:extract_prompt_options)
-
-    assert options[:response_format]
-    assert_equal "json_schema", options[:response_format][:type]
-    assert_equal @provider.prompt.output_schema, options[:response_format][:json_schema]
-  end
-
-  test "determine_model prioritizes prompt option over config" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(model: "prompt-model"),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.model_name = "provider-model"
-    @provider.config["model"] = "config-model"
-
-    assert_equal "prompt-model", @provider.send(:determine_model)
-  end
-
-  test "determine_model falls back to provider model_name" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(model: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.model_name = "provider-model"
-    @provider.config["model"] = "config-model"
-
-    assert_equal "provider-model", @provider.send(:determine_model)
-  end
-
-  test "determine_model falls back to config model" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(model: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.model_name = nil
-    @provider.config["model"] = "config-model"
-
-    assert_equal "config-model", @provider.send(:determine_model)
-  end
-
-  test "determine_temperature prioritizes prompt option" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(temperature: 0.3),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["temperature"] = 0.5
-
-    assert_equal 0.3, @provider.send(:determine_temperature)
-  end
-
-  test "determine_temperature falls back to config" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(temperature: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["temperature"] = 0.5
-
-    assert_equal 0.5, @provider.send(:determine_temperature)
-  end
-
-  test "determine_temperature defaults to 0.7" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(temperature: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["temperature"] = nil
-
-    assert_equal 0.7, @provider.send(:determine_temperature)
-  end
-
-  test "determine_max_tokens from prompt options" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(max_tokens: 500),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["max_tokens"] = 1000
-
-    assert_equal 500, @provider.send(:determine_max_tokens)
-  end
-
-  test "determine_max_tokens from config" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(max_tokens: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["max_tokens"] = 1000
-
-    assert_equal 1000, @provider.send(:determine_max_tokens)
-  end
-
-  test "build_response_format creates OpenAI format" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options,
-      actions: @prompt.actions,
-      output_schema: {
-        name: "response",
-        schema: { type: "object", properties: {} }
-      }
-    )
-
-    format = @provider.send(:build_response_format)
-
-    assert_equal "json_schema", format[:type]
-    assert_equal @provider.prompt.output_schema, format[:json_schema]
-  end
-
-  test "embeddings_parameters builds embedding params" do
-    @provider.config["embedding_model"] = "embed-model"
-    @provider.config["embedding_dimensions"] = 768
-
-    params = @provider.send(:embeddings_parameters,
-      input: "test input",
-      encoding_format: "base64"
-    )
-
-    assert_equal "embed-model", params[:model]
-    assert_equal "test input", params[:input]
-    assert_equal 768, params[:dimensions]
-    assert_equal "base64", params[:encoding_format]
-  end
-
-  test "determine_embedding_model prioritizes prompt option" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(embedding_model: "custom-embed"),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["embedding_model"] = "config-embed"
-
-    assert_equal "custom-embed", @provider.send(:determine_embedding_model)
-  end
-
-  test "determine_embedding_model defaults to text-embedding-3-small" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(embedding_model: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    @provider.config["embedding_model"] = nil
-
-    assert_equal "text-embedding-3-small", @provider.send(:determine_embedding_model)
-  end
-
-  test "format_embedding_input handles single message" do
-    @provider.prompt = MockPrompt.new(
-      message: ActiveAgent::ActionPrompt::Message.new(
-        role: :user,
-        content: "Embed this text"
-      ),
-      messages: nil,
-      options: @prompt.options,
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    assert_equal "Embed this text", @provider.send(:format_embedding_input)
-  end
-
-  test "format_embedding_input handles multiple messages" do
-    @provider.prompt = MockPrompt.new(
-      message: nil,
-      messages: [
-        ActiveAgent::ActionPrompt::Message.new(role: :user, content: "First"),
-        ActiveAgent::ActionPrompt::Message.new(role: :user, content: "Second")
-      ],
-      options: @prompt.options,
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    assert_equal [ "First", "Second" ], @provider.send(:format_embedding_input)
-  end
-
-  test "format_embedding_input returns nil when no input" do
-    @provider.prompt = MockPrompt.new(
-      message: nil,
-      messages: nil,
-      options: @prompt.options,
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    assert_nil @provider.send(:format_embedding_input)
-  end
-
-  test "parameter precedence order" do
-    # Setup all parameter sources
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: {
-        model: "prompt-model",
-        temperature: 0.1,
-        max_tokens: 100
-      },
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-
-    @provider.config = {
-      "model" => "config-model",
-      "temperature" => 0.5,
-      "max_tokens" => 500
-    }
-
-    # Provider-specific params
-    class CustomProvider < TestProvider
-      protected
-      def build_provider_parameters
-        { custom_param: "provider_value", temperature: 0.3 }
-      end
-    end
-
-    provider = CustomProvider.new(@provider.config)
-    provider.prompt = @provider.prompt
-
-    # Test with overrides
-    params = provider.prompt_parameters(temperature: 0.9, another_param: "override")
-
-    # Verify precedence: overrides > prompt options > provider params > base params
-    assert_equal "prompt-model", params[:model] # From prompt options
-    assert_equal 0.9, params[:temperature] # From overrides
-    assert_equal 100, params[:max_tokens] # From prompt options
-    assert_equal "provider_value", params[:custom_param] # From provider params
-    assert_equal "override", params[:another_param] # From overrides
-  end
-
-  test "compact removes nil values" do
-    @provider.prompt = MockPrompt.new(
-      messages: @prompt.messages,
-      options: @prompt.options.merge(max_tokens: nil),
-      actions: @prompt.actions,
-      output_schema: @prompt.output_schema
-    )
-    params = @provider.prompt_parameters
-
-    assert_not params.key?(:max_tokens)
-  end
-
-  test "class method default_parameters" do
-    class ConfiguredProvider < TestProvider
-      default_parameters temperature: 0.8, top_p: 0.95
-    end
-
-    assert_equal({ temperature: 0.8, top_p: 0.95 }, ConfiguredProvider.get_default_parameters)
-  end
-
-  test "embeddings_parameters compact removes nil values" do
-    params = @provider.send(:embeddings_parameters,
-      input: "test",
-      dimensions: nil
-    )
-
-    assert params.key?(:input)
-    assert_not params.key?(:dimensions)
-    assert_equal "float", params[:encoding_format] # Default value
-  end
-end
diff --git a/test/generation_provider/response_sanitization_test.rb b/test/generation_provider/response_sanitization_test.rb
deleted file mode 100644
index fe1dbdd4..00000000
--- a/test/generation_provider/response_sanitization_test.rb
+++ /dev/null
@@ -1,179 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/response"
-require "active_agent/action_prompt/prompt"
-require "active_agent/action_prompt/message"
-
-module ActiveAgent
-  module GenerationProvider
-    class ResponseSanitizationTest < ActiveSupport::TestCase
-      setup do
-        @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-
-        @message = ActiveAgent::ActionPrompt::Message.new(
-          content: "Test response",
-          role: "assistant"
-        )
-
-        # Mock the ActiveAgent config to set up sanitizers
-        @original_config = ActiveAgent.config
-        test_config = {
-          "openai" => { "api_key" => "sk-test123secret" },
-          "anthropic" => { "access_token" => "ant-test456token" }
-        }
-        ActiveAgent.instance_variable_set(:@config, test_config)
-        ActiveAgent.sanitizers_reset!
-      end
-
-      teardown do
-        ActiveAgent.instance_variable_set(:@config, @original_config)
-        ActiveAgent.sanitizers_reset!
-      end
-
-      test "sanitizes API keys in raw_request" do
-        raw_request = {
-          model: "gpt-4",
-          messages: [ { role: "user", content: "Hello" } ],
-          api_key: "sk-test123secret",
-          headers: {
-            "Authorization" => "Bearer sk-test123secret"
-          }
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request
-        )
-
-        # The API key should be replaced with a placeholder
-        assert_equal "<OPENAI_API_KEY>", response.raw_request[:api_key]
-        assert_equal "Bearer <OPENAI_API_KEY>", response.raw_request[:headers]["Authorization"]
-
-        # Other fields should remain unchanged
-        assert_equal "gpt-4", response.raw_request[:model]
-        assert_equal [ { role: "user", content: "Hello" } ], response.raw_request[:messages]
-      end
-
-      test "sanitizes access tokens in nested structures" do
-        raw_request = {
-          model: "claude-3",
-          config: {
-            auth: {
-              token: "ant-test456token",
-              type: "bearer"
-            }
-          },
-          headers: {
-            "X-API-Key" => "ant-test456token"
-          }
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request
-        )
-
-        # The access token should be replaced in nested hashes
-        assert_equal "<ANTHROPIC_ACCESS_TOKEN>", response.raw_request[:config][:auth][:token]
-        assert_equal "<ANTHROPIC_ACCESS_TOKEN>", response.raw_request[:headers]["X-API-Key"]
-        assert_equal "bearer", response.raw_request[:config][:auth][:type]
-      end
-
-      test "sanitizes credentials in arrays" do
-        raw_request = {
-          model: "gpt-4",
-          messages: [
-            { role: "system", content: "You have API key: sk-test123secret" },
-            { role: "user", content: "What's my token ant-test456token?" }
-          ],
-          tools: [
-            { name: "api_call", api_key: "sk-test123secret" }
-          ]
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request
-        )
-
-        # Credentials should be sanitized in array elements
-        assert_equal "You have API key: <OPENAI_API_KEY>",
-                     response.raw_request[:messages][0][:content]
-        assert_equal "What's my token <ANTHROPIC_ACCESS_TOKEN>?",
-                     response.raw_request[:messages][1][:content]
-        assert_equal "<OPENAI_API_KEY>", response.raw_request[:tools][0][:api_key]
-      end
-
-      test "handles nil raw_request gracefully" do
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: nil
-        )
-
-        assert_nil response.raw_request
-      end
-
-      test "handles non-hash raw_request gracefully" do
-        # If for some reason raw_request is not a hash (unlikely but defensive)
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: "string_request"
-        )
-
-        assert_equal "string_request", response.raw_request
-      end
-
-      test "does not modify original request object" do
-        original_request = {
-          model: "gpt-4",
-          api_key: "sk-test123secret",
-          messages: [ { role: "user", content: "Hello with key sk-test123secret" } ]
-        }
-
-        # Keep a copy of the original to verify it wasn't modified
-        original_copy = original_request.deep_dup
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: original_request
-        )
-
-        # Original should remain unchanged
-        assert_equal original_copy, original_request
-        assert_equal "sk-test123secret", original_request[:api_key]
-
-        # But response.raw_request should be sanitized
-        assert_equal "<OPENAI_API_KEY>", response.raw_request[:api_key]
-      end
-
-      test "sanitizes multiple different credentials" do
-        raw_request = {
-          openai_key: "sk-test123secret",
-          anthropic_key: "ant-test456token",
-          combined: "Keys: sk-test123secret and ant-test456token"
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request
-        )
-
-        assert_equal "<OPENAI_API_KEY>", response.raw_request[:openai_key]
-        assert_equal "<ANTHROPIC_ACCESS_TOKEN>", response.raw_request[:anthropic_key]
-        assert_equal "Keys: <OPENAI_API_KEY> and <ANTHROPIC_ACCESS_TOKEN>",
-                     response.raw_request[:combined]
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/response_test.rb b/test/generation_provider/response_test.rb
deleted file mode 100644
index 3d3b285a..00000000
--- a/test/generation_provider/response_test.rb
+++ /dev/null
@@ -1,121 +0,0 @@
-require "test_helper"
-require "active_agent/generation_provider/response"
-require "active_agent/action_prompt/prompt"
-require "active_agent/action_prompt/message"
-
-module ActiveAgent
-  module GenerationProvider
-    class ResponseTest < ActiveSupport::TestCase
-      setup do
-        @prompt = ActiveAgent::ActionPrompt::Prompt.new(
-          messages: [],
-          actions: [],
-          options: {},
-          output_schema: nil
-        )
-
-        @message = ActiveAgent::ActionPrompt::Message.new(
-          content: "Test response",
-          role: "assistant"
-        )
-      end
-
-      test "initializes with raw_request parameter" do
-        raw_request = {
-          model: "gpt-4",
-          messages: [ { role: "user", content: "Hello" } ],
-          temperature: 0.7
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request
-        )
-
-        assert_equal raw_request, response.raw_request
-        assert_equal @prompt, response.prompt
-        assert_equal @message, response.message
-      end
-
-      test "raw_request is optional and defaults to nil" do
-        response = Response.new(
-          prompt: @prompt,
-          message: @message
-        )
-
-        assert_nil response.raw_request
-      end
-
-      test "stores both raw_request and raw_response" do
-        raw_request = {
-          model: "gpt-4",
-          messages: [ { role: "user", content: "Hello" } ]
-        }
-
-        raw_response = {
-          "id" => "chatcmpl-123",
-          "choices" => [
-            {
-              "message" => {
-                "role" => "assistant",
-                "content" => "Hello! How can I help you?"
-              }
-            }
-          ],
-          "usage" => {
-            "prompt_tokens" => 10,
-            "completion_tokens" => 8,
-            "total_tokens" => 18
-          }
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_request: raw_request,
-          raw_response: raw_response
-        )
-
-        assert_equal raw_request, response.raw_request
-        assert_equal raw_response, response.raw_response
-      end
-
-      test "usage helper methods work with raw_response" do
-        raw_response = {
-          "usage" => {
-            "prompt_tokens" => 100,
-            "completion_tokens" => 50,
-            "total_tokens" => 150
-          }
-        }
-
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          raw_response: raw_response
-        )
-
-        assert_equal 100, response.prompt_tokens
-        assert_equal 50, response.completion_tokens
-        assert_equal 150, response.total_tokens
-        assert_equal raw_response["usage"], response.usage
-      end
-
-      test "metadata can be set and accessed" do
-        response = Response.new(
-          prompt: @prompt,
-          message: @message,
-          metadata: { provider: "OpenAI", model_used: "gpt-4" }
-        )
-
-        assert_equal "OpenAI", response.metadata[:provider]
-        assert_equal "gpt-4", response.metadata[:model_used]
-
-        # Metadata is mutable
-        response.metadata[:trace_id] = "trace-123"
-        assert_equal "trace-123", response.metadata[:trace_id]
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/responses_adapter_test.rb b/test/generation_provider/responses_adapter_test.rb
deleted file mode 100644
index 7ba973f7..00000000
--- a/test/generation_provider/responses_adapter_test.rb
+++ /dev/null
@@ -1,260 +0,0 @@
-require "test_helper"
-require "active_agent/action_prompt/prompt"
-require "active_agent/action_prompt/message"
-require_relative "../../lib/active_agent/generation_provider/responses_adapter"
-
-module ActiveAgent
-  module GenerationProvider
-    module OpenAIAdapters
-      class ResponsesAdapterTest < ActiveSupport::TestCase
-        def setup
-          # Create a real prompt instance for testing
-          @prompt = ActiveAgent::ActionPrompt::Prompt.new
-        end
-
-        test "handles simple text messages" do
-          simple_messages = [
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "system",
-              content: "Talk like a pirate."
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: "Are semicolons optional in JavaScript?"
-            )
-          ]
-
-          @prompt.messages = simple_messages
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-          assert_equal 2, result.length  # The two messages we provided
-
-          # Test first message (system)
-          assert_equal "system", result[0][:role]
-          assert_equal "Talk like a pirate.", result[0][:content]
-
-          # Test second message (user)
-          assert_equal "user", result[1][:role]
-          assert_equal "Are semicolons optional in JavaScript?", result[1][:content]
-        end
-
-        test "handles multimodal content with text and image" do
-          multimodal_message = ActiveAgent::ActionPrompt::Message.new(
-            role: "user",
-            content: [
-              ActiveAgent::ActionPrompt::Message.new({ content_type: "input_text", content: "what's in this image?" }),
-              ActiveAgent::ActionPrompt::Message.new({ content_type: "image_data", content: "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD..." })
-            ]
-          )
-
-          @prompt.messages = [ multimodal_message ]
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 1, result.length # Just the multimodal message
-          message = result[0]  # Get the single message
-
-          assert_equal "user", message[:role]
-          assert_instance_of Array, message[:content]
-          assert_equal 2, message[:content].length
-
-          # Test text content
-          text_content = message[:content][0]
-          assert_equal "input_text", text_content[:type]
-          assert_equal "what's in this image?", text_content[:text]
-
-          # Test image content
-          image_content = message[:content][1]
-          assert_equal "input_image", image_content[:type]
-          assert_equal "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD...", image_content[:image_url]
-        end
-
-        test "handles file content with text" do
-          file_message = ActiveAgent::ActionPrompt::Message.new(
-            role: "user",
-            content: [
-              ActiveAgent::ActionPrompt::Message.new({ content_type: "file_data", metadata: { filename: "pdf_test_file.pdf" }, content: "data:application/pdf;base64,JVBERi0xLj..." }),
-              ActiveAgent::ActionPrompt::Message.new({ content_type: "input_text", content: "What is the first dragon in the book?" })
-            ]
-          )
-
-          @prompt.messages = [ file_message ]
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 1, result.length # Just the file message
-          message = result[0]  # Get the single message
-
-          assert_equal "user", message[:role]
-          assert_instance_of Array, message[:content]
-          assert_equal 2, message[:content].length
-
-          # Test file content
-          file_content = message[:content][0]
-          assert_equal "input_file", file_content[:type]
-          assert_equal "pdf_test_file.pdf", file_content[:filename]
-          assert_equal "data:application/pdf;base64,JVBERi0xLj...", file_content[:file_data]
-
-          # Test text content
-          text_content = message[:content][1]
-          assert_equal "input_text", text_content[:type]
-          assert_equal "What is the first dragon in the book?", text_content[:text]
-        end
-
-        test "handles mixed simple and multimodal messages" do
-          mixed_messages = [
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "system",
-              content: "Talk like a pirate."
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: [
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "input_text", content: "what's in this image?" }),
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "image_data", content: "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD..." })
-              ]
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: "Are semicolons optional in JavaScript?"
-            )
-          ]
-
-          @prompt.messages = mixed_messages
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 3, result.length # Just the 3 messages
-
-          # Test simple text message (system)
-          assert_equal "system", result[0][:role]
-          assert_equal "Talk like a pirate.", result[0][:content]
-
-          # Test multimodal message
-          assert_equal "user", result[1][:role]
-          assert_instance_of Array, result[1][:content]
-
-          # Test another simple text message
-          assert_equal "user", result[2][:role]
-          assert_equal "Are semicolons optional in JavaScript?", result[2][:content]
-        end
-
-        test "handles string content for non-array messages" do
-          string_message = ActiveAgent::ActionPrompt::Message.new(
-            role: "user",
-            content: "This is a simple string message"
-          )
-
-          @prompt.messages = [ string_message ]
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 1, result.length # Just the string message
-          message = result[0]  # Get the single message
-
-          assert_equal "user", message[:role]
-          assert_equal "This is a simple string message", message[:content]
-        end
-
-        test "raises error for unsupported content type" do
-          unsupported_message = ActiveAgent::ActionPrompt::Message.new(
-            role: "user",
-            content: [
-              ActiveAgent::ActionPrompt::Message.new({ content_type: "unsupported_type", content: "some data" })
-            ]
-          )
-
-          @prompt.messages = [ unsupported_message ]
-          adapter = ResponsesAdapter.new(@prompt)
-
-          assert_raises(ArgumentError, "Unsupported content type in message") do
-            adapter.input
-          end
-        end
-
-        test "handles empty messages array" do
-          @prompt.messages = []
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 0, result.length # No messages
-        end
-
-        test "handles complex multimodal scenarios from examples" do
-          # Test the exact scenario from your examples
-          complex_messages = [
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "system",
-              content: "Talk like a pirate."
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: "Are semicolons optional in JavaScript?"
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: [
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "input_text", content: "what's in this image?" }),
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "image_data", content: "data:image/jpeg;base64,base64_image_data_here" })
-              ]
-            ),
-            ActiveAgent::ActionPrompt::Message.new(
-              role: "user",
-              content: [
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "file_data", metadata: { filename: "pdf_test_file.pdf" }, content: "data:application/pdf;base64,base64_pdf_data_here" }),
-                ActiveAgent::ActionPrompt::Message.new({ content_type: "input_text", content: "What is the first dragon in the book?" })
-              ]
-            )
-          ]
-
-          @prompt.messages = complex_messages
-          adapter = ResponsesAdapter.new(@prompt)
-
-          result = adapter.input
-
-          assert_equal 4, result.length # Just the 4 messages
-
-          # Test developer message
-          assert_equal "system", result[0][:role]
-          assert_equal "Talk like a pirate.", result[0][:content]
-
-          # Test simple user message
-          assert_equal "user", result[1][:role]
-          assert_equal "Are semicolons optional in JavaScript?", result[1][:content]
-
-          # Test multimodal image message
-          image_message = result[2]
-          assert_equal "user", image_message[:role]
-          assert_equal 2, image_message[:content].length
-          assert_equal "input_text", image_message[:content][0][:type]
-          assert_equal "what's in this image?", image_message[:content][0][:text]
-          assert_equal "input_image", image_message[:content][1][:type]
-          assert_equal "data:image/jpeg;base64,base64_image_data_here", image_message[:content][1][:image_url]
-
-          # Test multimodal file message
-          file_message = result[3]
-          assert_equal "user", file_message[:role]
-          assert_equal 2, file_message[:content].length
-          assert_equal "input_file", file_message[:content][0][:type]
-          assert_equal "pdf_test_file.pdf", file_message[:content][0][:filename]
-          assert_equal "data:application/pdf;base64,base64_pdf_data_here", file_message[:content][0][:file_data]
-          assert_equal "input_text", file_message[:content][1][:type]
-          assert_equal "What is the first dragon in the book?", file_message[:content][1][:text]
-        end
-
-        test "initializes with prompt" do
-          prompt = ActiveAgent::ActionPrompt::Prompt.new
-          adapter = ResponsesAdapter.new(prompt)
-
-          assert_equal prompt, adapter.prompt
-        end
-      end
-    end
-  end
-end
diff --git a/test/generation_provider/stream_processing_test.rb b/test/generation_provider/stream_processing_test.rb
deleted file mode 100644
index ad4281eb..00000000
--- a/test/generation_provider/stream_processing_test.rb
+++ /dev/null
@@ -1,160 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/action_prompt/message"
-require "active_agent/generation_provider/response"
-require "active_agent/generation_provider/stream_processing"
-
-class StreamProcessingTest < ActiveSupport::TestCase
-  class TestProvider
-    include ActiveAgent::GenerationProvider::StreamProcessing
-
-    attr_accessor :prompt, :config, :response
-
-    def initialize(prompt = nil)
-      @prompt = prompt
-      @stream_chunks = []
-      @response = nil
-    end
-
-    # Override for testing
-    def process_stream_chunk(chunk, message, agent_stream)
-      @stream_chunks << chunk
-
-      if chunk[:content]
-        message.content += chunk[:content]
-        agent_stream&.call(message, chunk[:content], false, prompt&.action_name)
-      end
-
-      if chunk[:finish]
-        finalize_stream(message, agent_stream)
-      end
-    end
-
-    attr_reader :stream_chunks
-  end
-
-  MockPrompt = Data.define(:options, :action_name)
-
-  setup do
-    @prompt = MockPrompt.new(
-      options: { stream: true },
-      action_name: "test_action"
-    )
-    @provider = TestProvider.new(@prompt)
-  end
-
-  test "provider_stream creates a proc" do
-    stream_proc = @provider.provider_stream
-    assert_instance_of Proc, stream_proc
-  end
-
-  test "provider_stream initializes response" do
-    stream_proc = @provider.provider_stream
-    assert_not_nil @provider.response
-    assert_instance_of ActiveAgent::GenerationProvider::Response, @provider.response
-  end
-
-  test "initialize_stream_message creates assistant message" do
-    message = @provider.send(:initialize_stream_message)
-    assert_equal :assistant, message.role
-    assert_equal "", message.content
-  end
-
-  test "process_stream_chunk raises NotImplementedError by default" do
-    class DefaultProvider
-      include ActiveAgent::GenerationProvider::StreamProcessing
-    end
-
-    provider = DefaultProvider.new
-    assert_raises(NotImplementedError) do
-      provider.send(:process_stream_chunk, {}, nil, nil)
-    end
-  end
-
-  test "handle_stream_delta processes content delta" do
-    message = ActiveAgent::ActionPrompt::Message.new(content: "", role: :assistant)
-    chunks_received = []
-
-    agent_stream = proc do |msg, content, finished, action|
-      chunks_received << { message: msg, content: content, finished: finished }
-    end
-
-    @provider.send(:handle_stream_delta, "Hello", message, agent_stream)
-
-    assert_equal "Hello", message.content
-    assert_equal 1, chunks_received.length
-    assert_equal "Hello", chunks_received[0][:content]
-    assert_equal false, chunks_received[0][:finished]
-  end
-
-  test "finalize_stream calls agent_stream with finished flag" do
-    message = ActiveAgent::ActionPrompt::Message.new(content: "Test", role: :assistant)
-    finalized = false
-
-    agent_stream = proc do |msg, content, finished, action|
-      finalized = finished if finished
-    end
-
-    @provider.send(:finalize_stream, message, agent_stream)
-    assert finalized
-  end
-
-  test "extract_content_from_delta handles string content" do
-    assert_equal "test", @provider.send(:extract_content_from_delta, "test")
-    assert_nil @provider.send(:extract_content_from_delta, { content: "test" })
-    assert_nil @provider.send(:extract_content_from_delta, nil)
-  end
-
-  test "streaming workflow with multiple chunks" do
-    chunks_received = []
-    agent_stream = proc do |msg, content, finished, action|
-      chunks_received << {
-        content: content,
-        finished: finished,
-        total: msg.content
-      }
-    end
-
-    @prompt = MockPrompt.new(
-      options: @prompt.options.merge(stream: agent_stream),
-      action_name: @prompt.action_name
-    )
-    @provider.prompt = @prompt
-    stream_proc = @provider.provider_stream
-
-    # Simulate streaming chunks
-    stream_proc.call({ content: "Hello" })
-    stream_proc.call({ content: " world" })
-    stream_proc.call({ finish: true })
-
-    assert_equal 3, chunks_received.length
-    assert_equal "Hello", chunks_received[0][:content]
-    assert_equal " world", chunks_received[1][:content]
-    assert_nil chunks_received[2][:content]
-    assert chunks_received[2][:finished]
-    assert_equal "Hello world", chunks_received[2][:total]
-  end
-
-  test "handle_tool_stream_chunk can be overridden" do
-    class ToolProvider < TestProvider
-      def handle_tool_stream_chunk(chunk, message, agent_stream)
-        message.content = "Tool handled"
-      end
-    end
-
-    provider = ToolProvider.new(@prompt)
-    message = ActiveAgent::ActionPrompt::Message.new(content: "", role: :assistant)
-
-    provider.send(:handle_tool_stream_chunk, {}, message, nil)
-    assert_equal "Tool handled", message.content
-  end
-
-  test "stream_buffer and stream_context attributes" do
-    @provider.stream_buffer = "buffer"
-    @provider.stream_context = { test: true }
-
-    assert_equal "buffer", @provider.stream_buffer
-    assert_equal({ test: true }, @provider.stream_context)
-  end
-end
diff --git a/test/generation_provider/tool_management_test.rb b/test/generation_provider/tool_management_test.rb
deleted file mode 100644
index d0f3dcaf..00000000
--- a/test/generation_provider/tool_management_test.rb
+++ /dev/null
@@ -1,266 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/action_prompt/action"
-require "active_agent/generation_provider/tool_management"
-
-class ToolManagementTest < ActiveSupport::TestCase
-  class TestProvider
-    include ActiveAgent::GenerationProvider::ToolManagement
-  end
-
-  setup do
-    @provider = TestProvider.new
-  end
-
-  test "format_tools returns nil for blank tools" do
-    assert_nil @provider.format_tools(nil)
-    assert_nil @provider.format_tools([])
-  end
-
-  test "format_tools formats array of tools" do
-    tools = [
-      { "name" => "tool1", "description" => "First tool", "parameters" => {} },
-      { "name" => "tool2", "description" => "Second tool", "parameters" => {} }
-    ]
-
-    formatted = @provider.format_tools(tools)
-
-    assert_equal 2, formatted.length
-    assert_equal "function", formatted[0][:type]
-    assert_equal "tool1", formatted[0][:function][:name]
-    assert_equal "tool2", formatted[1][:function][:name]
-  end
-
-  test "format_single_tool handles already formatted tool" do
-    tool = {
-      "function" => {
-        "name" => "existing_tool",
-        "description" => "Already formatted",
-        "parameters" => { "type" => "object" }
-      }
-    }
-
-    result = @provider.send(:format_single_tool, tool)
-    assert_equal tool, result
-  end
-
-  test "format_single_tool handles symbol keys" do
-    tool = {
-      function: {
-        name: "symbol_tool",
-        description: "Tool with symbols",
-        parameters: {}
-      }
-    }
-
-    result = @provider.send(:format_single_tool, tool)
-    assert_equal tool, result
-  end
-
-  test "wrap_tool_in_function creates OpenAI function format" do
-    tool = {
-      "name" => "my_tool",
-      "description" => "Tool description",
-      "parameters" => { "type" => "object", "properties" => {} }
-    }
-
-    wrapped = @provider.send(:wrap_tool_in_function, tool)
-
-    assert_equal "function", wrapped[:type]
-    assert_equal "my_tool", wrapped[:function][:name]
-    assert_equal "Tool description", wrapped[:function][:description]
-    assert_equal({ "type" => "object", "properties" => {} }, wrapped[:function][:parameters])
-  end
-
-  test "wrap_tool_in_function handles symbol keys" do
-    tool = {
-      name: "symbol_tool",
-      description: "Symbol description",
-      parameters: { type: "object" }
-    }
-
-    wrapped = @provider.send(:wrap_tool_in_function, tool)
-
-    assert_equal "symbol_tool", wrapped[:function][:name]
-    assert_equal "Symbol description", wrapped[:function][:description]
-  end
-
-  test "handle_actions returns empty array for nil or empty tool_calls" do
-    assert_equal [], @provider.handle_actions(nil)
-    assert_equal [], @provider.handle_actions([])
-  end
-
-  test "handle_actions parses multiple tool calls" do
-    tool_calls = [
-      {
-        "id" => "call_1",
-        "function" => {
-          "name" => "tool1",
-          "arguments" => '{"param":"value1"}'
-        }
-      },
-      {
-        "id" => "call_2",
-        "function" => {
-          "name" => "tool2",
-          "arguments" => '{"param":"value2"}'
-        }
-      }
-    ]
-
-    actions = @provider.handle_actions(tool_calls)
-
-    assert_equal 2, actions.length
-    assert_equal "call_1", actions[0].id
-    assert_equal "tool1", actions[0].name
-    assert_equal({ param: "value1" }, actions[0].params)
-    assert_equal "call_2", actions[1].id
-    assert_equal "tool2", actions[1].name
-    assert_equal({ param: "value2" }, actions[1].params)
-  end
-
-  test "parse_tool_call returns nil for nil input" do
-    assert_nil @provider.send(:parse_tool_call, nil)
-  end
-
-  test "parse_tool_call returns nil for tool without name" do
-    tool_call = { "id" => "123", "function" => { "arguments" => "{}" } }
-    assert_nil @provider.send(:parse_tool_call, tool_call)
-  end
-
-  test "parse_tool_call creates Action from tool call" do
-    tool_call = {
-      "id" => "call_xyz",
-      "function" => {
-        "name" => "get_weather",
-        "arguments" => '{"location":"Paris","units":"celsius"}'
-      }
-    }
-
-    action = @provider.send(:parse_tool_call, tool_call)
-
-    assert_instance_of ActiveAgent::ActionPrompt::Action, action
-    assert_equal "call_xyz", action.id
-    assert_equal "get_weather", action.name
-    assert_equal({ location: "Paris", units: "celsius" }, action.params)
-  end
-
-  test "extract_tool_id gets id from various formats" do
-    assert_equal "123", @provider.send(:extract_tool_id, { "id" => "123" })
-    assert_equal "456", @provider.send(:extract_tool_id, { id: "456" })
-    assert_nil @provider.send(:extract_tool_id, {})
-  end
-
-  test "extract_tool_name tries multiple paths" do
-    # Function path with string keys
-    assert_equal "tool1", @provider.send(:extract_tool_name, {
-      "function" => { "name" => "tool1" }
-    })
-
-    # Function path with symbol keys
-    assert_equal "tool2", @provider.send(:extract_tool_name, {
-      function: { name: "tool2" }
-    })
-
-    # Direct name with string key
-    assert_equal "tool3", @provider.send(:extract_tool_name, { "name" => "tool3" })
-
-    # Direct name with symbol key
-    assert_equal "tool4", @provider.send(:extract_tool_name, { name: "tool4" })
-  end
-
-  test "extract_tool_params tries multiple paths" do
-    # Function arguments path
-    tool_call = { "function" => { "arguments" => '{"a":1}' } }
-    assert_equal({ a: 1 }, @provider.send(:extract_tool_params, tool_call))
-
-    # Direct arguments
-    tool_call = { "arguments" => '{"b":2}' }
-    assert_equal({ b: 2 }, @provider.send(:extract_tool_params, tool_call))
-
-    # Input field (Anthropic style)
-    tool_call = { "input" => { c: 3 } }
-    assert_equal({ c: 3 }, @provider.send(:extract_tool_params, tool_call))
-
-    # Symbol keys
-    tool_call = { function: { arguments: '{"d":4}' } }
-    assert_equal({ d: 4 }, @provider.send(:extract_tool_params, tool_call))
-  end
-
-  test "extract_tool_params handles non-JSON string params" do
-    tool_call = { "function" => { "arguments" => "not json" } }
-    assert_nil @provider.send(:extract_tool_params, tool_call)
-  end
-
-  test "extract_tool_params handles already parsed params" do
-    tool_call = { "function" => { "arguments" => { e: 5 } } }
-    assert_equal({ e: 5 }, @provider.send(:extract_tool_params, tool_call))
-  end
-
-  test "extract_tool_params returns nil for blank arguments" do
-    assert_nil @provider.send(:extract_tool_params, { "function" => { "arguments" => "" } })
-    assert_nil @provider.send(:extract_tool_params, { "function" => {} })
-    assert_nil @provider.send(:extract_tool_params, {})
-  end
-
-  test "format_tools_for_anthropic creates Anthropic format" do
-    tools = [
-      {
-        "function" => {
-          "name" => "search",
-          "description" => "Search the web",
-          "parameters" => { "type" => "object" }
-        }
-      }
-    ]
-
-    formatted = @provider.send(:format_tools_for_anthropic, tools)
-
-    assert_equal 1, formatted.length
-    assert_equal "search", formatted[0][:name]
-    assert_equal "Search the web", formatted[0][:description]
-    assert_equal({ "type" => "object" }, formatted[0][:input_schema])
-  end
-
-  test "format_tools_for_openai delegates to format_tools" do
-    tools = [ { "name" => "tool1", "parameters" => {} } ]
-
-    openai_format = @provider.send(:format_tools_for_openai, tools)
-    default_format = @provider.format_tools(tools)
-
-    assert_equal default_format, openai_format
-  end
-
-  test "extract helpers work with nested symbol and string keys" do
-    mixed_tool = {
-      "name" => "direct_name",
-      function: {
-        "name" => "function_name",
-        description: "Mixed keys",
-        "parameters" => { type: "object" }
-      }
-    }
-
-    # Extract tool name should get direct name first, then function name
-    # Based on the implementation, it tries "name" first
-    assert_equal "direct_name", @provider.send(:extract_tool_name_from_schema, mixed_tool)
-    assert_equal "Mixed keys", @provider.send(:extract_tool_description_from_schema, mixed_tool)
-    # The function key is a symbol, so tool.dig(:function, :parameters) will find it
-    assert_equal({ type: "object" }, @provider.send(:extract_tool_parameters_from_schema, mixed_tool))
-  end
-
-  test "handle_actions filters out nil results from parse_tool_call" do
-    tool_calls = [
-      { "id" => "1", "function" => { "name" => "valid", "arguments" => "{}" } },
-      { "id" => "2", "function" => {} }, # No name, will return nil
-      { "id" => "3", "function" => { "name" => "also_valid", "arguments" => "{}" } }
-    ]
-
-    actions = @provider.handle_actions(tool_calls)
-
-    assert_equal 2, actions.length
-    assert_equal "valid", actions[0].name
-    assert_equal "also_valid", actions[1].name
-  end
-end
diff --git a/test/generation_provider_examples_test.rb b/test/generation_provider_examples_test.rb
deleted file mode 100644
index 5f64d998..00000000
--- a/test/generation_provider_examples_test.rb
+++ /dev/null
@@ -1,82 +0,0 @@
-require "test_helper"
-
-class GenerationProviderExamplesTest < ActiveAgentTestCase
-  test "provider configuration examples" do
-    # Mock configurations for providers that might not be configured
-    mock_config = {
-      "anthropic" => {
-        "service" => "Anthropic",
-        "api_key" => "test-key",
-        "model" => "claude-3-5-sonnet-20241022"
-      },
-      "openai" => {
-        "service" => "OpenAI",
-        "api_key" => "test-key",
-        "model" => "gpt-4"
-      },
-      "open_router" => {
-        "service" => "OpenRouter",
-        "api_key" => "test-key",
-        "model" => "anthropic/claude-3-5-sonnet"
-      }
-    }
-
-    with_active_agent_config(mock_config) do
-      # These are documentation examples only
-      # region anthropic_provider_example
-      class AnthropicConfigAgent < ActiveAgent::Base
-        generate_with :anthropic,
-          model: "claude-3-5-sonnet-20241022",
-          temperature: 0.7
-      end
-      # endregion anthropic_provider_example
-
-      # region open_router_provider_example
-      class OpenRouterConfigAgent < ActiveAgent::Base
-        generate_with :open_router,
-          model: "anthropic/claude-3-5-sonnet",
-          temperature: 0.5
-      end
-      # endregion open_router_provider_example
-
-      # region custom_host_configuration
-      class CustomHostAgent < ActiveAgent::Base
-        generate_with :openai,
-          host: "https://your-azure-openai-resource.openai.azure.com",
-          api_key: "your-api-key",
-          model: "gpt-4"
-      end
-      # endregion custom_host_configuration
-
-      assert_equal "anthropic", AnthropicConfigAgent.generation_provider_name
-      assert_equal "open_router", OpenRouterConfigAgent.generation_provider_name
-      assert_equal "openai", CustomHostAgent.generation_provider_name
-    end
-  end
-
-  test "response object usage" do
-    VCR.use_cassette("generation_response_usage_example") do
-      # region generation_response_usage
-      response = ApplicationAgent.with(message: "Hello").prompt_context.generate_now
-
-      # Access response content
-      content = response.message.content
-
-      # Access response role
-      role = response.message.role
-
-      # Access full prompt context
-      messages = response.prompt.messages
-
-      # Access usage statistics (if available)
-      usage = response.usage
-      # endregion generation_response_usage
-
-      doc_example_output(response)
-
-      assert_not_nil content
-      assert_equal :assistant, role
-      assert messages.is_a?(Array)
-    end
-  end
-end
diff --git a/test/generation_test.rb b/test/generation_test.rb
deleted file mode 100644
index b072ced6..00000000
--- a/test/generation_test.rb
+++ /dev/null
@@ -1,151 +0,0 @@
-require "test_helper"
-
-class GenerationTest < ActiveSupport::TestCase
-  setup do
-    # Following the pattern from CLAUDE.md - with returns a Parameterized::Agent,
-    # calling an action on it returns a Generation object
-    @generation = ApplicationAgent.with(message: "Test embedding content").prompt_context
-  end
-
-  test "embed_now calls agent embed method" do
-    VCR.use_cassette("generation_embed_now") do
-      # Create a generation using the with pattern
-      generation = ApplicationAgent.with(message: "Test content for embedding").prompt_context
-
-      # region generation_embed_now
-      response = generation.embed_now
-      # endregion generation_embed_now
-
-      assert_not_nil response
-      assert_instance_of ActiveAgent::GenerationProvider::Response, response
-
-      # Document the output for documentation purposes
-      doc_example_output(response)
-    end
-  end
-
-  test "embed_later queues embedding generation" do
-    # Create a generation using the with pattern
-    generation = ApplicationAgent.with(message: "Test embedding").prompt_context
-
-    # Test that embed_later calls enqueue_generation with correct parameters
-    # Using instance_eval to stub private method
-    generation.instance_eval do
-      def enqueue_generation(method, options = {})
-        @enqueue_called = true
-        @enqueue_method = method
-        @enqueue_options = options
-        true
-      end
-
-      def enqueue_called?
-        @enqueue_called
-      end
-
-      def enqueue_method
-        @enqueue_method
-      end
-
-      def enqueue_options
-        @enqueue_options
-      end
-    end
-
-    result = generation.embed_later(priority: :high)
-    assert result
-    assert generation.enqueue_called?
-    assert_equal :embed_now, generation.enqueue_method
-    assert_equal({ priority: :high }, generation.enqueue_options)
-  end
-
-  test "embed_now processes agent with embedding callbacks" do
-    VCR.use_cassette("generation_embed_now_with_callbacks") do
-      # Create a custom agent class with embedding callbacks
-      custom_agent_class = Class.new(ApplicationAgent) do
-        attr_accessor :before_callback_executed, :after_callback_executed
-
-        before_embedding :set_before_flag
-        after_embedding :set_after_flag
-
-        def set_before_flag
-          self.before_callback_executed = true
-        end
-
-        def set_after_flag
-          self.after_callback_executed = true
-        end
-      end
-
-      # Create a generation using the custom agent
-      generation = custom_agent_class.with(message: "Test embedding with callbacks").prompt_context
-
-      # Get the processed agent to check callbacks
-      agent = generation.send(:processed_agent)
-      response = generation.embed_now
-
-      assert_not_nil response
-      assert agent.before_callback_executed, "Before embedding callback should have been executed"
-      assert agent.after_callback_executed, "After embedding callback should have been executed"
-    end
-  end
-
-  test "embed_later with options passes options to enqueue" do
-    # Test various option combinations
-    options_to_test = [
-      { priority: :high },
-      { queue: :embeddings },
-      { wait: 5.minutes },
-      { priority: :low, queue: :background }
-    ]
-
-    options_to_test.each do |options|
-      generation = ApplicationAgent.with(message: "Test embedding").prompt_context
-
-      # Using instance_eval to stub private method
-      generation.instance_eval do
-        def enqueue_generation(method, opts = {})
-          @enqueue_method = method
-          @enqueue_options = opts
-          true
-        end
-
-        def enqueue_method
-          @enqueue_method
-        end
-
-        def enqueue_options
-          @enqueue_options
-        end
-      end
-
-      result = generation.embed_later(options)
-      assert result
-      assert_equal :embed_now, generation.enqueue_method
-      assert_equal options, generation.enqueue_options
-    end
-  end
-
-  test "generation object supports both generate_now and embed_now" do
-    VCR.use_cassette("generation_dual_support") do
-      # Create a generation object
-      generation = ApplicationAgent.with(message: "Test dual support").prompt_context
-
-      # Test that both methods are available
-      assert generation.respond_to?(:generate_now)
-      assert generation.respond_to?(:embed_now)
-      assert generation.respond_to?(:generate_later)
-      assert generation.respond_to?(:embed_later)
-
-      # Test that embed_now works
-      embed_response = generation.embed_now
-      assert_not_nil embed_response
-      assert_instance_of ActiveAgent::GenerationProvider::Response, embed_response
-
-      # Create a new generation for generate_now since we already used the first one
-      generation2 = ApplicationAgent.with(message: "Test generate").prompt_context
-      generate_response = generation2.generate_now
-      assert_not_nil generate_response
-      assert_instance_of ActiveAgent::GenerationProvider::Response, generate_response
-    end
-  end
-end
diff --git a/test/generators/active_agent/agent_generator_test.rb b/test/generators/active_agent/agent_generator_test.rb
index 8664a701..081daa67 100644
--- a/test/generators/active_agent/agent_generator_test.rb
+++ b/test/generators/active_agent/agent_generator_test.rb
@@ -1,5 +1,5 @@
 require "test_helper"
-require "generators/active_agent/agent_generator"
+require "generators/active_agent/agent/agent_generator"
 
 class ActiveAgent::Generators::AgentGeneratorTest < Rails::Generators::TestCase
   tests ActiveAgent::Generators::AgentGenerator
@@ -29,7 +29,6 @@ class ActiveAgent::Generators::AgentGeneratorTest < Rails::Generators::TestCase
 
     assert_file "app/agents/application_agent.rb" do |content|
       assert_match(/class ApplicationAgent < ActiveAgent::Base/, content)
-      assert_match(/layout "agent"/, content)
     end
   end
 
@@ -49,11 +48,11 @@ class ActiveAgent::Generators::AgentGeneratorTest < Rails::Generators::TestCase
     end
   end
 
-  test "invokes template engine hook" do
+  test "invokes template engine hook with markdown by default" do
     run_generator %w[user create]
 
     assert_file "app/agents/user_agent.rb"
-    assert_file "app/views/user_agent/create.text.erb"
+    assert_file "app/views/agents/user/create.md.erb"
   end
 
   test "handles class collision checking" do
@@ -63,87 +62,59 @@ class ActiveAgent::Generators::AgentGeneratorTest < Rails::Generators::TestCase
     assert_respond_to generator, :check_class_collision
   end
 
-  test "respects formats option" do
-    run_generator %w[user create --formats=html json]
+  test "respects format option for text" do
+    run_generator %w[user create --format=text]
 
     assert_file "app/agents/user_agent.rb"
-    # This test ensures the formats option is passed to template engine hooks
-    # The actual format handling is tested in the ERB generator tests
+    assert_file "app/views/agents/user/create.text.erb"
+    assert_no_file "app/views/agents/user/create.md.erb"
   end
 
-  test "uses default formats when no formats option provided" do
+  test "uses default markdown format when no format option provided" do
     run_generator [ "user", "create" ]
 
     assert_file "app/agents/user_agent.rb"
-    # Default behavior should work as before
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_no_file "app/views/agents/user/create.text.erb"
   end
 
-  test "passes formats option with text and html" do
-    run_generator %w[user create --formats=html text]
+  test "generates schema files when json_schema flag is set" do
+    run_generator %w[user create --json-schema]
 
     assert_file "app/agents/user_agent.rb"
-    assert_file "app/views/user_agent/create.html.erb"
-    assert_file "app/views/user_agent/create.text.erb"
-    # Should not create json file when not specified
-    assert_no_file "app/views/user_agent/create.json.erb"
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_file "app/views/agents/user/create.schema.json"
   end
 
-  test "respects formats option for generating specific formats only" do
-    run_generator %w[user create --formats=html text]
-
-    assert_file "app/views/user_agent/create.html.erb"
-    assert_file "app/views/user_agent/create.text.erb"
-    assert_no_file "app/views/user_agent/create.json.erb"
-  end
-
-  test "respects formats option for single format" do
-    run_generator %w[user create --formats=json]
-
-    assert_no_file "app/views/user_agent/create.html.erb"
-    assert_no_file "app/views/user_agent/create.text.erb"
-    assert_file "app/views/user_agent/create.json.erb"
-  end
-
-  test "uses default text format when no formats specified" do
-    run_generator [ "user", "create" ]
+  test "does not generate schema files without json_schema flag" do
+    run_generator %w[user create]
 
-    assert_file "app/views/user_agent/create.text.erb"
-    assert_no_file "app/views/user_agent/create.html.erb"
-    assert_no_file "app/views/user_agent/create.json.erb"
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_no_file "app/views/agents/user/create.schema.json"
   end
 
-  test "handles multiple actions with custom formats" do
-    run_generator %w[user create update --formats=html json]
+  test "handles multiple actions with json_schema" do
+    run_generator %w[user create update --json-schema]
 
-    assert_file "app/views/user_agent/create.html.erb"
-    assert_file "app/views/user_agent/create.json.erb"
-    assert_file "app/views/user_agent/update.html.erb"
-    assert_file "app/views/user_agent/update.json.erb"
-    assert_no_file "app/views/user_agent/create.text.erb"
-    assert_no_file "app/views/user_agent/update.text.erb"
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_file "app/views/agents/user/create.schema.json"
+    assert_file "app/views/agents/user/update.md.erb"
+    assert_file "app/views/agents/user/update.schema.json"
   end
 
-  test "generates view files with correct content in the specified formats" do
-    run_generator %w[user create --formats=html json]
+  test "generates view files with correct content" do
+    run_generator %w[user create]
 
-    assert_file "app/views/user_agent/create.html.erb" do |content|
+    assert_file "app/views/agents/user/create.md.erb" do |content|
       assert_match(/User#create/, content)
-      assert_match(/<%= @message %>/, content) # Should be unescaped in the final file
-    end
-
-    assert_file "app/views/user_agent/create.json.erb" do |content|
-      assert_match(/action_name/, content)
-      assert_match(/function/, content)
-      assert_match(/\.to_json\.html_safe/, content)
     end
   end
 
-  test "formats option works with nested generators" do
-    run_generator %w[admin/user create --formats=html]
+  test "format option works with nested generators" do
+    run_generator %w[admin/user create --format=text]
 
-    assert_file "app/views/admin/user_agent/create.html.erb"
-    assert_no_file "app/views/admin/user_agent/create.text.erb"
-    assert_no_file "app/views/admin/user_agent/create.json.erb"
+    assert_file "app/views/agents/admin/user/create.text.erb"
+    assert_no_file "app/views/agents/admin/user/create.md.erb"
   end
 
   test "handles erb generator override with proactive detection" do
@@ -151,16 +122,64 @@ class ActiveAgent::Generators::AgentGeneratorTest < Rails::Generators::TestCase
     Rails::Generators.options[:rails][:template_engine] = :nonexistent
 
     begin
-      run_generator %w[user create --formats=html]
+      run_generator %w[user create]
 
       assert_file "app/agents/user_agent.rb"
-      assert_file "app/views/user_agent/create.html.erb"
+      assert_file "app/views/agents/user/create.md.erb"
     ensure
       # Restore original template engine
       Rails::Generators.options[:rails][:template_engine] = original_template_engine
     end
   end
 
+  test "generates default prompt format without response_format" do
+    run_generator %w[user create]
+
+    assert_file "app/agents/user_agent.rb" do |content|
+      assert_match(/def create/, content)
+      assert_match(/prompt\(params\[:message\]\)/, content)
+      assert_no_match(/response_format/, content)
+    end
+  end
+
+  test "generates prompt with json_schema response_format when flag is set" do
+    run_generator %w[user create --json-schema]
+
+    assert_file "app/agents/user_agent.rb" do |content|
+      assert_match(/def create/, content)
+      assert_match(/prompt\(params\[:message\], response_format: :json_schema\)/, content)
+    end
+  end
+
+  test "generates prompt with json_object response_format when flag is set" do
+    run_generator %w[user create --json-object]
+
+    assert_file "app/agents/user_agent.rb" do |content|
+      assert_match(/def create/, content)
+      assert_match(/prompt\(params\[:message\], response_format: :json_object\)/, content)
+    end
+  end
+
+  test "does not generate schema files with json_object flag" do
+    run_generator %w[user create --json-object]
+
+    assert_file "app/agents/user_agent.rb"
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_no_file "app/views/agents/user/create.schema.json"
+  end
+
+  test "handles multiple actions with json_object" do
+    run_generator %w[user create update --json-object]
+
+    assert_file "app/agents/user_agent.rb" do |content|
+      assert_match(/def create/, content)
+      assert_match(/prompt\(params\[:message\], response_format: :json_object\)/, content)
+      assert_match(/def update/, content)
+    end
+    assert_no_file "app/views/agents/user/create.schema.json"
+    assert_no_file "app/views/agents/user/update.schema.json"
+  end
+
   private
 
   def create_file(path, content)
diff --git a/test/generators/active_agent/install_generator_test.rb b/test/generators/active_agent/install_generator_test.rb
index 6c0b6646..08d1d0cc 100644
--- a/test/generators/active_agent/install_generator_test.rb
+++ b/test/generators/active_agent/install_generator_test.rb
@@ -1,5 +1,5 @@
 require "test_helper"
-require "generators/active_agent/install_generator"
+require "generators/active_agent/install/install_generator"
 
 class ActiveAgent::Generators::InstallGeneratorTest < Rails::Generators::TestCase
   tests ActiveAgent::Generators::InstallGenerator
@@ -17,7 +17,6 @@ class ActiveAgent::Generators::InstallGeneratorTest < Rails::Generators::TestCas
 
     assert_file "app/agents/application_agent.rb" do |content|
       assert_match(/class ApplicationAgent < ActiveAgent::Base/, content)
-      assert_match(/layout "agent"/, content)
       assert_match(/generate_with :openai/, content)
     end
   end
@@ -34,29 +33,11 @@ class ActiveAgent::Generators::InstallGeneratorTest < Rails::Generators::TestCas
     end
   end
 
-  test "invokes template engine generator" do
-    run_generator
-
-    assert_file "config/active_agent.yml"
-    assert_file "app/agents/application_agent.rb"
-    assert_file "app/views/layouts/agent.text.erb"
-  end
-
-  test "invokes test framework generator" do
-    run_generator
-
-    # TestUnit install generator currently doesn't create files
-    # but this ensures it runs without error
-    assert_file "config/active_agent.yml"
-    assert_file "app/agents/application_agent.rb"
-  end
-
   test "works with default options" do
     run_generator
 
     assert_file "config/active_agent.yml"
     assert_file "app/agents/application_agent.rb"
-    assert_file "app/views/layouts/agent.text.erb"
   end
 
   test "skips configuration file when skip_config option is provided" do
@@ -78,45 +59,5 @@ class ActiveAgent::Generators::InstallGeneratorTest < Rails::Generators::TestCas
 
     assert_no_file "config/active_agent.yml"
     assert_file "app/agents/application_agent.rb"
-    assert_file "app/views/layouts/agent.text.erb"
-  end
-
-  test "respects formats option for generating specific layouts only" do
-    run_generator %w[--formats=html json]
-
-    assert_file "app/views/layouts/agent.html.erb"
-    assert_file "app/views/layouts/agent.json.erb"
-    assert_no_file "app/views/layouts/agent.text.erb"
-  end
-
-  test "respects formats option for single format" do
-    run_generator %w[--formats=html]
-
-    assert_file "app/views/layouts/agent.html.erb"
-    assert_no_file "app/views/layouts/agent.text.erb"
-    assert_no_file "app/views/layouts/agent.json.erb"
-  end
-
-  test "uses default text format when no formats specified" do
-    run_generator
-
-    assert_file "app/views/layouts/agent.text.erb"
-    assert_no_file "app/views/layouts/agent.html.erb"
-    assert_no_file "app/views/layouts/agent.json.erb"
-  end
-
-  test "handles erb generator override with proactive detection" do
-    original_template_engine = Rails::Generators.options[:rails][:template_engine]
-    Rails::Generators.options[:rails][:template_engine] = :nonexistent
-
-    begin
-      run_generator
-
-      # Verify proactive detection created the layout file
-      assert_file "app/views/layouts/agent.text.erb"
-    ensure
-      # Restore original template engine
-      Rails::Generators.options[:rails][:template_engine] = original_template_engine
-    end
   end
 end
diff --git a/test/generators/erb/agent_generator_test.rb b/test/generators/erb/agent_generator_test.rb
index 2f326862..2de8cd76 100644
--- a/test/generators/erb/agent_generator_test.rb
+++ b/test/generators/erb/agent_generator_test.rb
@@ -6,17 +6,24 @@ class Erb::Generators::AgentGeneratorTest < Rails::Generators::TestCase
   destination Rails.root.join("tmp/generators")
   setup :prepare_destination
 
-  test "generates view files for actions" do
+  test "generates markdown view files for actions by default" do
     run_generator [ "user", "create", "update" ]
 
-    assert_file "app/views/user_agent/create.text.erb"
-    assert_file "app/views/user_agent/update.text.erb"
+    assert_file "app/views/agents/user/create.md.erb"
+    assert_file "app/views/agents/user/update.md.erb"
+  end
+
+  test "generates text view files when format is text" do
+    run_generator [ "user", "create", "--format=text" ]
+
+    assert_file "app/views/agents/user/create.text.erb"
+    assert_no_file "app/views/agents/user/create.md.erb"
   end
 
   test "generates view files with correct content" do
     run_generator [ "user", "create" ]
 
-    assert_file "app/views/user_agent/create.text.erb" do |content|
+    assert_file "app/views/agents/user/create.md.erb" do |content|
       assert_match(/User#create/, content)
     end
   end
@@ -24,36 +31,52 @@ class Erb::Generators::AgentGeneratorTest < Rails::Generators::TestCase
   test "generates nested view files" do
     run_generator [ "admin/user", "create" ]
 
-    assert_file "app/views/admin/user_agent/create.text.erb"
+    assert_file "app/views/agents/admin/user/create.md.erb"
   end
 
   test "does not generate view files without actions" do
     run_generator [ "user" ]
 
-    # Directory is created but should be empty
-    assert_directory "app/views/user_agent"
-    assert_no_file "app/views/user_agent/create.html.erb"
+    # Directory is created with instructions only
+    assert_directory "app/views/agents/user"
+    assert_file "app/views/agents/user/instructions.md.erb"
+    assert_no_file "app/views/agents/user/create.md.erb"
   end
 
-  test "generates json view files with function schema structure" do
-    run_generator [ "user", "create", "--formats=json" ]
-
-    assert_file "app/views/user_agent/create.json.erb" do |content|
-      assert_match(/type: :function/, content)
-      assert_match(/function:/, content)
-      assert_match(/name: action_name/, content)
-      assert_match(/description:/, content)
-      assert_match(/parameters:/, content)
-      assert_match(/type: :object/, content)
-      assert_match(/properties:/, content)
+  test "generates schema files when json_schema flag is set" do
+    run_generator [ "user", "create", "--json-schema" ]
+
+    assert_file "app/views/agents/user/create.schema.json" do |content|
+      assert_match(/"type": "object"/, content)
+      assert_match(/"properties"/, content)
     end
   end
 
-  test "adds intruction view to agents view directory " do
+  test "generates multiple schema files for multiple actions" do
+    run_generator [ "user", "create", "update", "--json-schema" ]
+
+    assert_file "app/views/agents/user/create.schema.json"
+    assert_file "app/views/agents/user/update.schema.json"
+  end
+
+  test "does not generate schema files without json_schema flag" do
+    run_generator [ "user", "create" ]
+
+    assert_no_file "app/views/agents/user/create.schema.json"
+  end
+
+  test "adds instruction view to agents view directory with markdown by default" do
     run_generator [ "user" ]
 
-    assert_directory "app/views/user_agent"
-    assert_file "app/views/user_agent/instructions.text.erb"
+    assert_directory "app/views/agents/user"
+    assert_file "app/views/agents/user/instructions.md.erb"
+  end
+
+  test "adds instruction view with text format when specified" do
+    run_generator [ "user", "--format=text" ]
+
+    assert_file "app/views/agents/user/instructions.text.erb"
+    assert_no_file "app/views/agents/user/instructions.md.erb"
   end
 
   test "handles erb generator override with proactive detection" do
@@ -63,7 +86,7 @@ class Erb::Generators::AgentGeneratorTest < Rails::Generators::TestCase
     begin
       run_generator %w[user create]
 
-      assert_file "app/views/user_agent/create.text.erb"
+      assert_file "app/views/agents/user/create.md.erb"
     ensure
       # Restore original template engine
       Rails::Generators.options[:rails][:template_engine] = original_template_engine
diff --git a/test/generators/erb/install_generator_test.rb b/test/generators/erb/install_generator_test.rb
deleted file mode 100644
index 7e60bf6a..00000000
--- a/test/generators/erb/install_generator_test.rb
+++ /dev/null
@@ -1,38 +0,0 @@
-require "test_helper"
-require "generators/erb/install_generator"
-
-class Erb::Generators::InstallGeneratorTest < Rails::Generators::TestCase
-  tests Erb::Generators::InstallGenerator
-  destination Rails.root.join("tmp/generators")
-  setup :prepare_destination
-
-  test "creates agent layout files" do
-    run_generator
-
-    assert_file "app/views/layouts/agent.text.erb" do |content|
-      assert_match(/<%= yield %>/, content)
-    end
-  end
-
-  test "creates layout files with correct format and ERB syntax" do
-    run_generator [ "--formats=html" ]
-
-    assert_file "app/views/layouts/agent.html.erb" do |content|
-      assert_match(/<%= yield %>/, content)
-    end
-  end
-
-  test "handles erb generator override with proactive detection" do
-    original_template_engine = Rails::Generators.options[:rails][:template_engine]
-    Rails::Generators.options[:rails][:template_engine] = :nonexistent
-
-    begin
-      run_generator [ "--formats=html" ]
-
-      assert_file "app/views/layouts/agent.html.erb"
-    ensure
-      # Restore original template engine
-      Rails::Generators.options[:rails][:template_engine] = original_template_engine
-    end
-  end
-end
diff --git a/test/generators/test_unit/agent_generator_test.rb b/test/generators/test_unit/agent_generator_test.rb
index f2addd73..cd8ba55d 100644
--- a/test/generators/test_unit/agent_generator_test.rb
+++ b/test/generators/test_unit/agent_generator_test.rb
@@ -19,7 +19,7 @@ class TestUnit::Generators::AgentGeneratorTest < Rails::Generators::TestCase
   test "generates preview files" do
     run_generator [ "user", "create", "update" ]
 
-    assert_file "test/agents/previews/user_agent_preview.rb" do |content|
+    assert_file "test/docs/previews/user_agent_preview.rb" do |content|
       assert_match(/class UserAgentPreview < ActiveAgent::Preview/, content)
       assert_match(/def create/, content)
       assert_match(/def update/, content)
@@ -33,7 +33,7 @@ class TestUnit::Generators::AgentGeneratorTest < Rails::Generators::TestCase
       assert_match(/class Admin::UserAgentTest < ActiveAgent::TestCase/, content)
     end
 
-    assert_file "test/agents/previews/admin/user_agent_preview.rb" do |content|
+    assert_file "test/docs/previews/admin/user_agent_preview.rb" do |content|
       assert_match(/class Admin::UserAgentPreview < ActiveAgent::Preview/, content)
     end
   end
@@ -59,7 +59,7 @@ class TestUnit::Generators::AgentGeneratorTest < Rails::Generators::TestCase
       assert_no_match(/^  test "/, content) # No actual test methods (only commented ones)
     end
 
-    assert_file "test/agents/previews/user_agent_preview.rb" do |content|
+    assert_file "test/docs/previews/user_agent_preview.rb" do |content|
       assert_match(/class UserAgentPreview < ActiveAgent::Preview/, content)
       assert_no_match(/def [a-z]/, content) # No action methods
     end
diff --git a/test/integration/anthropic/common_format/instructions_test.rb b/test/integration/anthropic/common_format/instructions_test.rb
new file mode 100644
index 00000000..dabb956b
--- /dev/null
+++ b/test/integration/anthropic/common_format/instructions_test.rb
@@ -0,0 +1,237 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Anthropic
+    module CommonFormat
+      class InstructionsTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        # Case 1: Agent without instructions (no instructions set in test agent)
+        class NoInstructionsAgent < ActiveAgent::Base
+          generate_with :anthropic, model: "claude-sonnet-4-5-20250929"
+
+          BASIC_REQUEST = {
+            model: "claude-sonnet-4-5-20250929",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "claude-sonnet-4-5-20250929",
+            system: "You are an overridden assistant.",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+        end
+
+        # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+        class AutoTemplateAgent < ActiveAgent::Base
+          generate_with :anthropic, model: "claude-sonnet-4-5-20250929"
+
+          BASIC_REQUEST = {
+            model: "claude-sonnet-4-5-20250929",
+            system: "Default auto-loaded instructions for testing.",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "claude-sonnet-4-5-20250929",
+            system: "You are an overridden assistant.",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+        end
+
+        # Case 3: Agent has instructions set via generate_with instructions:
+        class ConfiguredInstructionsAgent < ActiveAgent::Base
+          generate_with :anthropic,
+                        model: "claude-sonnet-4-5-20250929",
+                        instructions: "You are a configured assistant with default instructions."
+
+          BASIC_REQUEST = {
+            model: "claude-sonnet-4-5-20250929",
+            system: "You are a configured assistant with default instructions.",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "claude-sonnet-4-5-20250929",
+            system: "You are an overridden assistant.",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+        end
+
+        # Case 4: Agent with array of system instructions
+        class ArrayInstructionsAgent < ActiveAgent::Base
+          generate_with :anthropic,
+                        model: "claude-sonnet-4-5-20250929",
+                        instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+          BASIC_REQUEST = {
+            model: "claude-sonnet-4-5-20250929",
+            system: [
+              { type: "text", text: "You are a helpful assistant." },
+              { type: "text", text: "Always be polite and professional." }
+            ],
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "claude-sonnet-4-5-20250929",
+            system: [
+              { type: "text", text: "You are an overridden assistant." },
+              { type: "text", text: "Please respond concisely." }
+            ],
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Claude!"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+              messages: [
+                { role: "user", content: "Hello, Claude!" }
+              ],
+              max_tokens: 1024
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Case 1: No instructions agent
+          [ NoInstructionsAgent, :basic_request ],
+          [ NoInstructionsAgent, :basic_request_with_override ],
+
+          # Case 2: Auto template agent (loads instructions from template by name)
+          [ AutoTemplateAgent, :basic_request ],
+          [ AutoTemplateAgent, :basic_request_with_override ],
+
+          # Case 3: Configured instructions agent
+          [ ConfiguredInstructionsAgent, :basic_request ],
+          [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+          # Case 4: Array instructions agent
+          [ ArrayInstructionsAgent, :basic_request ],
+          [ ArrayInstructionsAgent, :basic_request_with_override ]
+        ].each do |agent_class, action_name|
+          test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/anthropic/common_format/messages_test.rb b/test/integration/anthropic/common_format/messages_test.rb
new file mode 100644
index 00000000..ec973092
--- /dev/null
+++ b/test/integration/anthropic/common_format/messages_test.rb
@@ -0,0 +1,303 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Anthropic
+    module CommonFormat
+      class MessagesTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        DATA_TYPES   = %i[image document]
+        DATA_FORMATS = %i[url base64] # attachment
+        IMAGE_HTTP   = "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+        IMAGE_BASE64 = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+        FILE_HTTP    = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+        FILE_BASE64  = begin
+          file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+          base64_data = Base64.strict_encode64(File.read(file_path))
+          "data:application/pdf;base64,#{base64_data}"
+        end
+
+        SOURCE_DATA = {
+          image:    { url: IMAGE_HTTP, base64: IMAGE_BASE64 },
+          document: { url: FILE_HTTP,  base64: FILE_BASE64 }
+        }
+        SOURCE_PAYLOAD = {
+          image: {
+            url: {
+              type: "url",
+              url: IMAGE_HTTP
+            },
+            base64: {
+              type: "base64",
+              media_type: "image/png",
+              data: IMAGE_BASE64.to_s.delete_prefix("data:image/png;base64,")
+            }
+          },
+          document: {
+            url: {
+              type: "url",
+              url: FILE_HTTP
+            },
+            base64: {
+              type: "base64",
+              media_type: "application/pdf",
+              data: FILE_BASE64.to_s.delete_prefix("data:application/pdf;base64,")
+            }
+          }
+        }
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :anthropic, model: "claude-haiku-4-5", max_tokens: 1024
+
+          TEMPLATES_DEFAULT = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "What is the capital of France?"
+              }
+            ],
+            max_tokens: 1024
+          }
+          def templates_default
+            prompt
+          end
+
+          TEMPLATES_WITH_LOCALS = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "Tell me about Japan and its capital city Tokyo."
+              }
+            ],
+            max_tokens: 1024
+          }
+          def templates_with_locals
+            prompt(locals: { country: "Japan", capital: "Tokyo" })
+          end
+
+          TEXT_BARE = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "What is the capital of France?"
+              }
+            ],
+            max_tokens: 1024
+          }
+          def text_bare
+            prompt("What is the capital of France?")
+          end
+
+          TEXT_MESSAGE_BARE = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "Explain quantum computing in bare terms."
+              }
+            ],
+            max_tokens: 1024
+          }
+          def text_message_bare
+            prompt(message: "Explain quantum computing in bare terms.")
+          end
+
+          TEXT_MESSAGE_OBJECT = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "What are the main differences between Ruby and Python?"
+              }
+            ],
+            max_tokens: 1024
+          }
+          def text_message_object
+            prompt(message: { text: "What are the main differences between Ruby and Python?" })
+          end
+
+          TEXTS_BARE = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "Tell me a fun fact about Ruby programming."
+                  },
+                  {
+                    type: "text",
+                    text: "Now explain why that's interesting."
+                  }
+                ]
+              }
+            ],
+            max_tokens: 1024
+          }
+          def texts_bare
+            prompt(
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            )
+          end
+
+          TEXT_MESSAGES_BARE = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "Tell me a fun fact about Ruby programming."
+                  },
+                  {
+                    type: "text",
+                    text: "Now explain why that's interesting."
+                  }
+                ]
+              }
+            ],
+            max_tokens: 1024
+          }
+          def text_messages_bare
+            prompt(messages: [
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            ])
+          end
+
+          TEXT_MESSAGES_OBJECT = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "assistant",
+                content: "I can help you with programming questions."
+              },
+              {
+                role: "user",
+                content: "What are the benefits of using ActiveRecord?"
+              }
+            ],
+            max_tokens: 1024
+          }
+          def text_messages_object
+            prompt(messages: [
+              {
+                role: "assistant",
+                text: "I can help you with programming questions."
+              },
+              {
+                text: "What are the benefits of using ActiveRecord?"
+              }
+            ])
+          end
+
+          DATA_TYPES.each do |data_type|
+            DATA_FORMATS.each do |data_format|
+              attr_name  = data_type
+              attr_value = SOURCE_DATA.fetch(data_type).fetch(data_format)
+              source     = SOURCE_PAYLOAD.fetch(data_type).fetch(data_format)
+
+              const_set("#{data_type}_#{data_format}".upcase, {
+                model: "claude-haiku-4-5",
+                messages: [
+                  {
+                    role: "user",
+                    content: [
+                      {
+                        type: "text",
+                        text: "What's in this #{data_type}?"
+                      },
+                      {
+                        type: data_type.to_s,
+                        source:
+                      }
+                    ]
+                  }
+                ],
+                max_tokens: 1024
+              })
+
+              define_method("#{data_type}_#{data_format}_bare") do
+                prompt(
+                  "What's in this #{data_type}?",
+                  attr_name => attr_value
+                )
+              end
+
+              define_method("#{data_type}_#{data_format}_message") do
+                prompt(message: {
+                  text: "What's in this #{data_type}?",
+                  attr_name => attr_value
+                })
+              end
+
+              define_method("#{data_type}_#{data_format}_messages") do
+                prompt(messages: [
+                  { text: "What's in this #{data_type}?" },
+                  { attr_name => attr_value }
+                ])
+              end
+            end
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Template tests
+          :templates_default,
+          :templates_with_locals,
+
+          # Text Test
+          :text_bare,
+          :text_message_bare,
+          :text_message_object,
+          :texts_bare,
+          :text_messages_bare,
+          :text_messages_object
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+
+        [
+          # Image tests
+          :image_url_bare,
+          :image_url_message,
+          :image_url_messages,
+          :image_base64_bare,
+          :image_base64_message,
+          :image_base64_messages,
+          # :image_attachment_bare,
+          # :image_attachment_message,
+          # :image_attachment_messages,
+
+          # File tests
+          :document_url_bare,
+          :document_url_message,
+          :document_url_messages,
+          :document_base64_bare,
+          :document_base64_message,
+          :document_base64_messages
+          # :document_attachment_bare,
+          # :document_attachment_message,
+          # :document_attachment_messages
+        ].each do |action_name|
+          test_request_builder(
+            TestAgent,
+            action_name,
+            :generate_now,
+            TestAgent.const_get(action_name.to_s.split("_")[0..1].join("_").upcase))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/anthropic/common_format/response_format_test.rb b/test/integration/anthropic/common_format/response_format_test.rb
new file mode 100644
index 00000000..9183f61c
--- /dev/null
+++ b/test/integration/anthropic/common_format/response_format_test.rb
@@ -0,0 +1,194 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Anthropic
+    module CommonFormat
+      class ResponseFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :anthropic, model: "claude-haiku-4-5", max_tokens: 1024
+
+          REQUEST_TEXT = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "List three primary colors."
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def response_text_bare
+            prompt(
+              "List three primary colors.",
+              response_format: :text
+            )
+          end
+
+          def response_text
+            prompt(
+              "List three primary colors.",
+              response_format: { type: "text" }
+            )
+          end
+
+          REQUEST_JSON_OBJECT = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "Return a JSON object with three primary colors in an array named 'colors'."
+              },
+              {
+                role: "assistant",
+                content: "Here is the JSON requested:\n{"
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def response_json_object_bare
+            prompt(
+              "Return a JSON object with three primary colors in an array named 'colors'.",
+              response_format: :json_object
+            )
+          end
+
+          def response_json_object
+            prompt(
+              "Return a JSON object with three primary colors in an array named 'colors'.",
+              response_format: { type: "json_object" }
+            )
+          end
+
+          REQUEST_JSON_SCHEMA = {
+            model: "claude-haiku-4-5",
+            messages: [
+              {
+                role: "user",
+                content: "Return the three primary colors."
+              }
+            ],
+            max_tokens: 1024
+          }
+
+          def response_json_schema_inline
+            prompt(
+              "Return the three primary colors.",
+              response_format: {
+                type: "json_schema",
+                json_schema: {
+                  name: "primary_colors",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      colors: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "colors" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            )
+          end
+
+          def response_json_schema_implicit_bare
+            prompt(
+              "Return the three primary colors.",
+              response_format: :json_schema
+            )
+          end
+
+          def response_json_schema_implicit
+            prompt(
+              "Return the three primary colors.",
+              response_format: { type: "json_schema" }
+            )
+          end
+
+          def response_json_schema_named
+            prompt(
+              "Return the three primary colors.",
+              response_format: { type: "json_schema", json_schema: "other" }
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+
+        [
+          :response_text,
+          :response_text_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_TEXT)
+        end
+
+        [
+          :response_json_object,
+          :response_json_object_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_OBJECT)
+        end
+
+        [
+          # :response_json_schema_inline,
+          # :response_json_schema_implicit,
+          # :response_json_schema_named,
+          # :response_json_schema_implicit_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_SCHEMA)
+        end
+
+        test "response format: text" do
+          agent_name    = TestAgent.name.demodulize.underscore
+          action_name   = "response_text"
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          VCR.use_cassette(cassette_name) do
+            response = TestAgent.response_text.generate_now
+
+            assert_equal "text", response.format.type
+            assert_nil response.message.parsed_json
+          end
+        end
+
+        test "response format: json_object" do
+          agent_name    = TestAgent.name.demodulize.underscore
+          action_name   = "response_json_object"
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          VCR.use_cassette(cassette_name) do
+            response = TestAgent.response_json_object.generate_now
+
+            assert_equal "json_object", response.format.type
+            assert_not_nil response.message.parsed_json
+          end
+        end
+
+        # test "response format: json_schema (implicit bare)" do
+        #   agent_name    = TestAgent.name.demodulize.underscore
+        #   action_name   = "response_json_schema_implicit_bare"
+        #   cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+        #   VCR.use_cassette(cassette_name) do
+        #     response = TestAgent.response_json_schema_implicit_bare.generate_now
+
+        #     assert_equal "json_schema", response.format.type
+        #     assert_not_nil response.message.parsed_json
+        #     assert_kind_of Array, response.message.parsed_json[:colors]
+        #   end
+        # end
+      end
+    end
+  end
+end
diff --git a/test/integration/anthropic/native_format_test.rb b/test/integration/anthropic/native_format_test.rb
new file mode 100644
index 00000000..02681cda
--- /dev/null
+++ b/test/integration/anthropic/native_format_test.rb
@@ -0,0 +1,651 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module Anthropic
+    class NativeFormatTest < ActiveSupport::TestCase
+      include Integration::TestHelper
+
+      class TestAgent < ActiveAgent::Base
+        generate_with :anthropic, model: "claude-sonnet-4-5-20250929"
+
+        ###############################################################
+        # Basic Request
+        ###############################################################
+        BASIC_REQUEST = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: "Hello, Claude!"
+            }
+          ],
+          max_tokens: 1024
+        }
+        def basic_request
+          prompt(
+            messages: [
+              { role: "user", content: "Hello, Claude!" }
+            ],
+            max_tokens: 1024
+          )
+        end
+
+        ###############################################################
+        # Request with System Prompt
+        ###############################################################
+        SYSTEM_PROMPT = {
+          model: "claude-sonnet-4-5-20250929",
+          system: "You are a helpful assistant.",
+          messages: [
+            {
+              role: "user",
+              content: "What is 2+2?"
+            }
+          ],
+          max_tokens: 1024,
+          temperature: 0.7
+        }
+        def system_prompt
+          prompt(
+            system: "You are a helpful assistant.",
+            messages: [
+              { role: "user", content: "What is 2+2?" }
+            ],
+            max_tokens: 1024,
+            temperature: 0.7
+          )
+        end
+
+        ###############################################################
+        # Request with Tools
+        ###############################################################
+        TOOLS_REQUEST = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: "What's the weather in San Francisco?"
+            }
+          ],
+          max_tokens: 1024,
+          tools: [
+            {
+              name: "get_weather",
+              description: "Get the current weather in a given location",
+              input_schema: {
+                type: "object",
+                properties: {
+                  location: {
+                    type: "string",
+                    description: "The city and state, e.g. San Francisco, CA"
+                  }
+                },
+                required: [ "location" ]
+              }
+            }
+          ],
+          tool_choice: { type: "auto" }
+        }
+        def tools_request
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather in San Francisco?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get the current weather in a given location",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: { type: "auto" }
+          )
+        end
+
+        def get_weather(location:)
+          { location:, temperature: "72°F", conditions: "sunny" }
+        end
+
+        ###############################################################
+        # Request with Extended Thinking
+        ###############################################################
+        EXTENDED_THINKING = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: "Solve this complex math problem..."
+            }
+          ],
+          max_tokens: 4096,
+          thinking: {
+            type: "enabled",
+            budget_tokens: 2048
+          }
+        }
+        def extended_thinking
+          prompt(
+            messages: [
+              { role: "user", content: "Solve this complex math problem..." }
+            ],
+            max_tokens: 4096,
+            thinking: {
+              type: "enabled",
+              budget_tokens: 2048
+            }
+          )
+        end
+
+        ###############################################################
+        # Request with Metadata
+        ###############################################################
+        METADATA_REQUEST = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: "Hello!"
+            }
+          ],
+          max_tokens: 1024,
+          metadata: {
+            user_id: "user-123"
+          }
+        }
+        def metadata_request
+          prompt(
+            messages: [
+              { role: "user", content: "Hello!" }
+            ],
+            max_tokens: 1024,
+            metadata: {
+              user_id: "user-123"
+            }
+          )
+        end
+
+        ###############################################################
+        # Request with Multiple Messages
+        ###############################################################
+        MULTIPLE_MESSAGES = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "Hello there." },
+            { role: "assistant", content: "Hi, I'm Claude. How can I help you?" },
+            { role: "user", content: "Can you explain LLMs in plain English?" }
+          ],
+          max_tokens: 1024
+        }
+        def multiple_messages
+          prompt(
+            messages: [
+              { role: "user", content: "Hello there." },
+              { role: "assistant", content: "Hi, I'm Claude. How can I help you?" },
+              { role: "user", content: "Can you explain LLMs in plain English?" }
+            ],
+            max_tokens: 1024
+          )
+        end
+
+        ###############################################################
+        # User Message with Content Blocks
+        ###############################################################
+        USER_MESSAGE_CONTENT_BLOCKS = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: [
+                { type: "text", text: "What's in this image?" },
+                {
+                  type: "image",
+                  source: {
+                    type: "base64",
+                    media_type: "image/jpeg",
+                    data: "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+                  }
+                }
+              ]
+            }
+          ],
+          max_tokens: 1024
+        }
+        def user_message_content_blocks
+          prompt(
+            messages: [
+              {
+                role: "user",
+                content: [
+                  { type: "text", text: "What's in this image?" },
+                  {
+                    type: "image",
+                    source: {
+                      type: "base64",
+                      media_type: "image/jpeg",
+                      data: "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+                    }
+                  }
+                ]
+              }
+            ],
+            max_tokens: 1024
+          )
+        end
+
+        ###############################################################
+        # Assistant Message with Tool Use
+        ###############################################################
+        ASSISTANT_MESSAGE_TOOL_USE = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            {
+              role: "user",
+              content: "What's the weather in San Francisco?"
+            },
+            {
+              role: "assistant",
+              content: [
+                { type: "text", text: "I'll check the weather for you." },
+                {
+                  type: "tool_use",
+                  id: "toolu_123",
+                  name: "get_weather",
+                  input: { location: "San Francisco, CA" }
+                }
+              ]
+            },
+            {
+              role: "user",
+              content: [
+                {
+                  type: "tool_result",
+                  tool_use_id: "toolu_123",
+                  content: "72°F and sunny"
+                }
+              ]
+            }
+          ],
+          max_tokens: 1024
+        }
+        def assistant_message_tool_use
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather in San Francisco?" },
+              {
+                role: "assistant",
+                content: [
+                  { type: "text", text: "I'll check the weather for you." },
+                  {
+                    type: "tool_use",
+                    id: "toolu_123",
+                    name: "get_weather",
+                    input: { location: "San Francisco, CA" }
+                  }
+                ]
+              },
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "tool_result",
+                    tool_use_id: "toolu_123",
+                    content: "72°F and sunny"
+                  }
+                ]
+              }
+            ],
+            max_tokens: 1024
+          )
+        end
+
+        ###############################################################
+        # Tool Choice: Auto (Default)
+        ###############################################################
+        TOOL_CHOICE_AUTO = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "What's the weather?" }
+          ],
+          max_tokens: 1024,
+          tools: [
+            {
+              name: "get_weather",
+              description: "Get weather",
+              input_schema: {
+                type: "object",
+                properties: {
+                  location: { type: "string" }
+                },
+                required: [ "location" ]
+              }
+            }
+          ],
+          tool_choice: { type: "auto" }
+        }
+        def tool_choice_auto
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get weather",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: { type: "string" }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: { type: "auto" }
+          )
+        end
+
+        ###############################################################
+        # Tool Choice: Any (Force Tool Use)
+        ###############################################################
+        TOOL_CHOICE_ANY = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "What's the weather?" }
+          ],
+          max_tokens: 1024,
+          tools: [
+            {
+              name: "get_weather",
+              description: "Get weather",
+              input_schema: {
+                type: "object",
+                properties: {
+                  location: { type: "string" }
+                },
+                required: [ "location" ]
+              }
+            }
+          ],
+          tool_choice: { type: "any" }
+        }
+        def tool_choice_any
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get weather",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: { type: "string" }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: { type: "any" }
+          )
+        end
+
+        ###############################################################
+        # Tool Choice: Specific Tool
+        ###############################################################
+        TOOL_CHOICE_SPECIFIC = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "What's the weather?" }
+          ],
+          max_tokens: 1024,
+          tools: [
+            {
+              name: "get_weather",
+              description: "Get weather",
+              input_schema: {
+                type: "object",
+                properties: {
+                  location: { type: "string" }
+                },
+                required: [ "location" ]
+              }
+            }
+          ],
+          tool_choice: { type: "tool", name: "get_weather" }
+        }
+        def tool_choice_specific
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get weather",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: { type: "string" }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: { type: "tool", name: "get_weather" }
+          )
+        end
+
+        ###############################################################
+        # Tool Choice: Disable Parallel Tool Use
+        ###############################################################
+        TOOL_CHOICE_DISABLE_PARALLEL = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "What's the weather?" }
+          ],
+          max_tokens: 1024,
+          tools: [
+            {
+              name: "get_weather",
+              description: "Get weather",
+              input_schema: {
+                type: "object",
+                properties: {
+                  location: { type: "string" }
+                },
+                required: [ "location" ]
+              }
+            }
+          ],
+          tool_choice: {
+            type: "auto",
+            disable_parallel_tool_use: true
+          }
+        }
+        def tool_choice_disable_parallel
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get weather",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: { type: "string" }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: {
+              type: "auto",
+              disable_parallel_tool_use: true
+            }
+          )
+        end
+
+        ###############################################################
+        # Thinking Configuration: Disabled
+        ###############################################################
+        THINKING_DISABLED = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "Hello!" }
+          ],
+          max_tokens: 1024,
+          thinking: { type: "disabled" }
+        }
+        def thinking_disabled
+          prompt(
+            messages: [
+              { role: "user", content: "Hello!" }
+            ],
+            max_tokens: 1024,
+            thinking: { type: "disabled" }
+          )
+        end
+
+        ###############################################################
+        # Request with Streaming
+        ###############################################################
+        STREAMING = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "Tell me a story." }
+          ],
+          max_tokens: 1024,
+          stream: true
+        }
+        def streaming
+          prompt(
+            messages: [
+              { role: "user", content: "Tell me a story." }
+            ],
+            max_tokens: 1024,
+            stream: true
+          )
+        end
+
+        ###############################################################
+        # Request with Streaming and Tools
+        ###############################################################
+        TOOLS_WITH_STREAMING = TOOLS_REQUEST.merge(stream: true)
+        def tools_with_streaming
+          prompt(
+            messages: [
+              { role: "user", content: "What's the weather in San Francisco?" }
+            ],
+            max_tokens: 1024,
+            tools: [
+              {
+                name: "get_weather",
+                description: "Get the current weather in a given location",
+                input_schema: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            ],
+            tool_choice: { type: "auto" },
+            stream: true
+          )
+        end
+
+        ###############################################################
+        # Request with Temperature and Sampling Parameters
+        ###############################################################
+        SAMPLING_PARAMETERS = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "Write a creative story." }
+          ],
+          max_tokens: 2048,
+          top_k: 50,
+          top_p: 0.95
+        }
+        def sampling_parameters
+          prompt(
+            messages: [
+              { role: "user", content: "Write a creative story." }
+            ],
+            max_tokens: 2048,
+            top_k: 50,
+            top_p: 0.95
+          )
+        end
+
+        ###############################################################
+        # Request with Stop Sequences
+        ###############################################################
+        STOP_SEQUENCES = {
+          model: "claude-sonnet-4-5-20250929",
+          messages: [
+            { role: "user", content: "Generate a JSON object representing a person with a name, email, and phone number ." }
+          ],
+          max_tokens: 1024,
+          stop_sequences: [ "}" ]
+        }
+        def stop_sequences
+          prompt(
+            messages: [
+              { role: "user", content: "Generate a JSON object representing a person with a name, email, and phone number ." }
+            ],
+            max_tokens: 1024,
+            stop_sequences: [ "}" ]
+          )
+        end
+      end
+
+      ################################################################################
+      # This automatically runs all the tests for these the test actions
+      ################################################################################
+      [
+        :basic_request,
+        :system_prompt,
+        :tools_request,
+        :extended_thinking,
+        :metadata_request,
+        :multiple_messages,
+        :user_message_content_blocks,
+        :assistant_message_tool_use,
+        :tool_choice_auto,
+        :tool_choice_any,
+        :tool_choice_specific,
+        :tool_choice_disable_parallel,
+        :thinking_disabled,
+        :streaming,
+        :tools_with_streaming,
+        :sampling_parameters,
+        :stop_sequences
+      ].each do |action_name|
+        test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/common_format/instructions_test.rb b/test/integration/mock/common_format/instructions_test.rb
new file mode 100644
index 00000000..410b89ee
--- /dev/null
+++ b/test/integration/mock/common_format/instructions_test.rb
@@ -0,0 +1,206 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module Mock
+    module CommonFormat
+      class InstructionsTest < ActiveSupport::TestCase
+        include Integration::Mock::TestHelper
+
+        # Case 1: Agent without instructions (no instructions set in test agent)
+        class NoInstructionsAgent < ActiveAgent::Base
+          generate_with :mock
+
+          BASIC_REQUEST = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+        end
+
+        # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+        class AutoTemplateAgent < ActiveAgent::Base
+          generate_with :mock
+
+          BASIC_REQUEST = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+        end
+
+        # Case 3: Agent has instructions set via generate_with instructions:
+        class ConfiguredInstructionsAgent < ActiveAgent::Base
+          generate_with :mock,
+                        instructions: "You are a configured assistant with default instructions."
+
+          BASIC_REQUEST = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+        end
+
+        # Case 4: Agent with array of system instructions
+        class ArrayInstructionsAgent < ActiveAgent::Base
+          generate_with :mock,
+                        instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+          BASIC_REQUEST = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, Mock!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+              messages: [
+                { role: "user", content: "Hello, Mock!" }
+              ]
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Case 1: No instructions agent
+          [ NoInstructionsAgent, :basic_request ],
+          [ NoInstructionsAgent, :basic_request_with_override ],
+
+          # Case 2: Auto template agent (loads instructions from template by name)
+          [ AutoTemplateAgent, :basic_request ],
+          [ AutoTemplateAgent, :basic_request_with_override ],
+
+          # Case 3: Configured instructions agent
+          [ ConfiguredInstructionsAgent, :basic_request ],
+          [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+          # Case 4: Array instructions agent
+          [ ArrayInstructionsAgent, :basic_request ],
+          [ ArrayInstructionsAgent, :basic_request_with_override ]
+        ].each do |agent_class, action_name|
+          test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/common_format/messages_test.rb b/test/integration/mock/common_format/messages_test.rb
new file mode 100644
index 00000000..3cf91ef2
--- /dev/null
+++ b/test/integration/mock/common_format/messages_test.rb
@@ -0,0 +1,169 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module Mock
+    module CommonFormat
+      class MessagesTest < ActiveSupport::TestCase
+        include Integration::Mock::TestHelper
+
+        # Note: MockProvider doesn't support image/document attachments
+        # So we'll test text-based messages only
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :mock
+
+          TEMPLATES_DEFAULT = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "What is the capital of France?"
+              }
+            ]
+          }
+          def templates_default
+            prompt
+          end
+
+          TEMPLATES_WITH_LOCALS = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Tell me about Japan and its capital city Tokyo."
+              }
+            ]
+          }
+          def templates_with_locals
+            prompt(locals: { country: "Japan", capital: "Tokyo" })
+          end
+
+          TEXT_BARE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "What is the capital of France?"
+              }
+            ]
+          }
+          def text_bare
+            prompt("What is the capital of France?")
+          end
+
+          TEXT_MESSAGE_BARE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Explain quantum computing in bare terms."
+              }
+            ]
+          }
+          def text_message_bare
+            prompt(message: "Explain quantum computing in bare terms.")
+          end
+
+          TEXT_MESSAGE_OBJECT = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "What are the main differences between Ruby and Python?"
+              }
+            ]
+          }
+          def text_message_object
+            prompt(message: { text: "What are the main differences between Ruby and Python?" })
+          end
+
+          TEXTS_BARE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Tell me a fun fact about Ruby programming."
+              },
+              {
+                role: "user",
+                content: "Now explain why that's interesting."
+              }
+            ]
+          }
+          def texts_bare
+            prompt(
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            )
+          end
+
+          TEXT_MESSAGES_BARE = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "user",
+                content: "Tell me a fun fact about Ruby programming."
+              },
+              {
+                role: "user",
+                content: "Now explain why that's interesting."
+              }
+            ]
+          }
+          def text_messages_bare
+            prompt(messages: [
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            ])
+          end
+
+          TEXT_MESSAGES_OBJECT = {
+            model: "mock-model",
+            messages: [
+              {
+                role: "assistant",
+                content: "I can help you with programming questions."
+              },
+              {
+                role: "user",
+                content: "What are the benefits of using ActiveRecord?"
+              }
+            ]
+          }
+          def text_messages_object
+            prompt(messages: [
+              {
+                role: "assistant",
+                text: "I can help you with programming questions."
+              },
+              {
+                text: "What are the benefits of using ActiveRecord?"
+              }
+            ])
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for the test actions
+        ################################################################################
+        [
+          # Template tests
+          :templates_default,
+          :templates_with_locals,
+
+          # Text Test
+          :text_bare,
+          :text_message_bare,
+          :text_message_object,
+          :texts_bare,
+          :text_messages_bare,
+          :text_messages_object
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/embedding/common_format_test.rb b/test/integration/mock/embedding/common_format_test.rb
new file mode 100644
index 00000000..ae6e7c3a
--- /dev/null
+++ b/test/integration/mock/embedding/common_format_test.rb
@@ -0,0 +1,70 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module Mock
+    module Embedding
+      class CommonFormatTest < ActiveSupport::TestCase
+        include Integration::Mock::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :mock
+
+          TEMPLATES_DEFAULT = {
+            model: "mock-model",
+            input: "The quick brown fox jumps over the lazy dog"
+          }
+          def templates_default
+            embed
+          end
+
+          TEMPLATES_WITH_LOCALS = {
+            model: "mock-model",
+            input: "Learning Ruby programming is fun and rewarding"
+          }
+          def templates_with_locals
+            embed(locals: { topic: "Ruby", subject: "programming" })
+          end
+
+          INPUT_BARE = {
+            model: "mock-model",
+            input: "Your text string goes here"
+          }
+          def input_bare
+            embed("Your text string goes here")
+          end
+
+          INPUT_ARRAY = {
+            model: "mock-model",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def input_array
+            embed([
+              "First text string goes here",
+              "Second text string goes here"
+            ])
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Template tests
+          :templates_default,
+          :templates_with_locals,
+
+          # Input tests
+          :input_bare,
+          :input_array
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/embedding/native_format_test.rb b/test/integration/mock/embedding/native_format_test.rb
new file mode 100644
index 00000000..f08ca10a
--- /dev/null
+++ b/test/integration/mock/embedding/native_format_test.rb
@@ -0,0 +1,66 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module Mock
+    module Embedding
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::Mock::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :mock
+
+          SINGLE_INPUT = {
+            model: "mock-model",
+            input: "Your text string goes here"
+          }
+          def single_input
+            embed(
+              input: "Your text string goes here"
+            )
+          end
+
+          MULTI_INPUT = {
+            model: "mock-model",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def multi_input
+            embed(
+              input: [
+                "First text string goes here",
+                "Second text string goes here"
+              ]
+            )
+          end
+
+          WITH_DIMENSIONS = {
+            model: "mock-model",
+            input: "Test with custom dimensions",
+            dimensions: 768
+          }
+          def with_dimensions
+            embed(
+              input: "Test with custom dimensions",
+              dimensions: 768
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :single_input,
+          :multi_input,
+          :with_dimensions
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/native_format_test.rb b/test/integration/mock/native_format_test.rb
new file mode 100644
index 00000000..8221d535
--- /dev/null
+++ b/test/integration/mock/native_format_test.rb
@@ -0,0 +1,211 @@
+# frozen_string_literal: true
+
+require_relative "test_helper"
+
+module Integration
+  module Mock
+    class NativeFormatTest < ActiveSupport::TestCase
+      include Integration::Mock::TestHelper
+
+      class TestAgent < ActiveAgent::Base
+        generate_with :mock
+
+        ###############################################################
+        # Basic Request
+        ###############################################################
+        BASIC_REQUEST = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "Hello, Mock!"
+            }
+          ]
+        }
+        def basic_request
+          prompt(
+            messages: [
+              { role: "user", content: "Hello, Mock!" }
+            ]
+          )
+        end
+
+        ###############################################################
+        # Request with Temperature
+        ###############################################################
+        TEMPERATURE_REQUEST = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "What is 2+2?"
+            }
+          ],
+          temperature: 0.7
+        }
+        def temperature_request
+          prompt(
+            messages: [
+              { role: "user", content: "What is 2+2?" }
+            ],
+            temperature: 0.7
+          )
+        end
+
+        ###############################################################
+        # Request with Max Tokens
+        ###############################################################
+        MAX_TOKENS_REQUEST = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "Tell me a story"
+            }
+          ],
+          max_tokens: 100
+        }
+        def max_tokens_request
+          prompt(
+            messages: [
+              { role: "user", content: "Tell me a story" }
+            ],
+            max_tokens: 100
+          )
+        end
+
+        ###############################################################
+        # Multiple Messages
+        ###############################################################
+        MULTIPLE_MESSAGES = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "Hello!"
+            },
+            {
+              role: "assistant",
+              content: "Hi there! How can I help you?"
+            },
+            {
+              role: "user",
+              content: "What's the weather like?"
+            }
+          ]
+        }
+        def multiple_messages
+          prompt(
+            messages: [
+              { role: "user", content: "Hello!" },
+              { role: "assistant", content: "Hi there! How can I help you?" },
+              { role: "user", content: "What's the weather like?" }
+            ]
+          )
+        end
+
+        ###############################################################
+        # User Message with Content Blocks
+        ###############################################################
+        USER_MESSAGE_CONTENT_BLOCKS = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: [
+                {
+                  type: "text",
+                  text: "Hello"
+                },
+                {
+                  type: "text",
+                  text: "World"
+                }
+              ]
+            }
+          ]
+        }
+        def user_message_content_blocks
+          prompt(
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "Hello"
+                  },
+                  {
+                    type: "text",
+                    text: "World"
+                  }
+                ]
+              }
+            ]
+          )
+        end
+
+        ###############################################################
+        # Streaming
+        ###############################################################
+        STREAMING = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "Tell me a short story"
+            }
+          ],
+          stream: true
+        }
+        def streaming
+          prompt(
+            messages: [
+              { role: "user", content: "Tell me a short story" }
+            ],
+            stream: true
+          )
+        end
+
+        ###############################################################
+        # Sampling Parameters
+        ###############################################################
+        SAMPLING_PARAMETERS = {
+          model: "mock-model",
+          messages: [
+            {
+              role: "user",
+              content: "Generate creative text"
+            }
+          ],
+          temperature: 0.8,
+          max_tokens: 200
+        }
+        def sampling_parameters
+          prompt(
+            messages: [
+              { role: "user", content: "Generate creative text" }
+            ],
+            temperature: 0.8,
+            max_tokens: 200
+          )
+        end
+      end
+
+      ################################################################################
+      # This automatically runs all the tests for these the test actions
+      ################################################################################
+      [
+        :basic_request,
+        :temperature_request,
+        :max_tokens_request,
+        :multiple_messages,
+        :user_message_content_blocks,
+        :streaming,
+        :sampling_parameters
+      ].each do |action_name|
+        test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+      end
+    end
+  end
+end
diff --git a/test/integration/mock/test_helper.rb b/test/integration/mock/test_helper.rb
new file mode 100644
index 00000000..4cd2dcf1
--- /dev/null
+++ b/test/integration/mock/test_helper.rb
@@ -0,0 +1,94 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Integration
+  module Mock
+    module TestHelper
+      extend ActiveSupport::Concern
+
+      class_methods do
+        def test_request_builder(agent_class, action_name, trigger_name, expected_request_body)
+          agent_name = agent_class.name.demodulize.underscore
+
+          test "#{agent_name} #{action_name} Request Building" do
+            # MockProvider doesn't make HTTP requests, so we directly test request building
+            # and execution without VCR
+
+            # Execute the action
+            response = agent_class.send(action_name).send(trigger_name)
+
+            # Verify we got a response
+            assert_not_nil response, "Expected a response from #{agent_name}.#{action_name}"
+
+            # For MockProvider, we validate the request was built correctly by checking
+            # that the agent processed successfully and returned a valid response
+            if trigger_name.to_s.include?("embed")
+              assert_kind_of ActiveAgent::Providers::Common::Responses::Base, response
+              assert_not_nil response.data, "Expected embedding data in response"
+            else
+              assert_kind_of ActiveAgent::Providers::Common::Responses::Base, response
+              assert_not_nil response.message, "Expected message in response"
+              assert_not_nil response.message.content, "Expected content in message"
+            end
+
+            # Additional validation: check that the request body structure matches expectations
+            # by re-processing and inspecting the agent's internal state
+            agent = agent_class.new
+            agent.process(action_name)
+
+            if trigger_name.to_s.include?("embed")
+              # For embedding requests
+              assert_equal expected_request_body[:model], agent.embed_options[:model] || "mock-embedding-model"
+
+              # Validate input structure if present in embed_options
+              # For template-based tests, input might come from the template
+              if expected_request_body[:input] && agent.embed_options[:input]
+                # Input is present in options, validate it
+                if expected_request_body[:input].is_a?(Array)
+                  assert_kind_of Array, agent.embed_options[:input]
+                else
+                  assert_not_nil agent.embed_options[:input]
+                end
+              end
+
+              # Validate dimensions if present
+              if expected_request_body[:dimensions]
+                assert_equal expected_request_body[:dimensions], agent.embed_options[:dimensions]
+              end
+            else
+              # For prompt requests
+              assert_equal expected_request_body[:model], agent.prompt_options[:model] || "mock-model"
+
+              # Validate messages structure
+              if expected_request_body[:messages]
+                # Messages might be in prompt_options or loaded from templates
+                messages = agent.prompt_options[:messages]
+
+                # For template-based tests, messages might not be in prompt_options
+                # In that case, just verify we can generate a response
+                if messages
+                  assert_equal expected_request_body[:messages].size, messages.size,
+                    "Expected #{expected_request_body[:messages].size} messages but got #{messages.size}"
+                end
+              end
+
+              # Validate optional parameters
+              if expected_request_body[:temperature]
+                assert_equal expected_request_body[:temperature], agent.prompt_options[:temperature]
+              end
+
+              if expected_request_body[:max_tokens]
+                assert_equal expected_request_body[:max_tokens], agent.prompt_options[:max_tokens]
+              end
+
+              if expected_request_body[:stream]
+                assert_equal expected_request_body[:stream], agent.prompt_options[:stream]
+              end
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/chat/common_format/instructions_test.rb b/test/integration/ollama/chat/common_format/instructions_test.rb
new file mode 100644
index 00000000..823cea47
--- /dev/null
+++ b/test/integration/ollama/chat/common_format/instructions_test.rb
@@ -0,0 +1,256 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module Ollama
+    module Chat
+      module CommonFormat
+        class InstructionsTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          # Case 1: Agent without instructions (no instructions set in test agent)
+          class NoInstructionsAgent < ActiveAgent::Base
+            generate_with :ollama, model: "deepseek-r1:latest"
+
+            BASIC_REQUEST = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+          end
+
+          # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+          class AutoTemplateAgent < ActiveAgent::Base
+            generate_with :ollama, model: "deepseek-r1:latest"
+
+            BASIC_REQUEST = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: "Default auto-loaded instructions for testing."
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+          end
+
+          # Case 3: Agent has instructions set via generate_with instructions:
+          class ConfiguredInstructionsAgent < ActiveAgent::Base
+            generate_with :ollama,
+                          model: "deepseek-r1:latest",
+                          instructions: "You are a configured assistant with default instructions."
+
+            BASIC_REQUEST = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a configured assistant with default instructions."
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+          end
+
+          # Case 4: Agent with array of system instructions
+          class ArrayInstructionsAgent < ActiveAgent::Base
+            generate_with :ollama,
+                          model: "deepseek-r1:latest",
+                          instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+            BASIC_REQUEST = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content:  [
+                    {
+                      type: "text",
+                      text: "You are a helpful assistant."
+                    },
+                    {
+                      type: "text",
+                      text: "Always be polite and professional."
+                    }
+                  ]
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "developer",
+                  content: [
+                    {
+                      type: "text",
+                      text: "You are an overridden assistant."
+                    },
+                    {
+                      type: "text",
+                      text: "Please respond concisely."
+                    }
+                  ]
+                },
+                {
+                  role: "user",
+                  content: "Hello, Ollama!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+                messages: [
+                  { role: "user", content: "Hello, Ollama!" }
+                ]
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Case 1: No instructions agent
+            # [ NoInstructionsAgent, :basic_request ],
+            [ NoInstructionsAgent, :basic_request_with_override ]
+
+            # # Case 2: Auto template agent (loads instructions from template by name)
+            # [ AutoTemplateAgent, :basic_request ],
+            # [ AutoTemplateAgent, :basic_request_with_override ],
+
+            # # Case 3: Configured instructions agent
+            # [ ConfiguredInstructionsAgent, :basic_request ],
+            # [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+            # # Case 4: Array instructions agent
+            # [ ArrayInstructionsAgent, :basic_request ],
+            # [ ArrayInstructionsAgent, :basic_request_with_override ]
+          ].each do |agent_class, action_name|
+            test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/chat/common_format/messages_test.rb b/test/integration/ollama/chat/common_format/messages_test.rb
new file mode 100644
index 00000000..df917731
--- /dev/null
+++ b/test/integration/ollama/chat/common_format/messages_test.rb
@@ -0,0 +1,281 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module Ollama
+    module Chat
+      module CommonFormat
+        class MessagesTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          DATA_TYPES   = %i[image document]
+          DATA_FORMATS = %i[url base64] # attachment
+          IMAGE_HTTP   = "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+          IMAGE_BASE64 = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+          FILE_HTTP    = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+          FILE_BASE64  = begin
+            file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+            base64_data = Base64.strict_encode64(File.read(file_path))
+            "data:application/pdf;base64,#{base64_data}"
+          end
+
+          SOURCE_DATA = {
+            image:    { url: IMAGE_HTTP, base64: IMAGE_BASE64 },
+            document: { url: FILE_HTTP,  base64: FILE_BASE64 }
+          }
+          SOURCE_PAYLOAD = {
+            image: {
+              url: {
+                type: "image_url",
+                image_url: {
+                  url: IMAGE_HTTP
+                }
+              },
+              base64: {
+                type: "image_url",
+                image_url: {
+                  url: IMAGE_BASE64
+                }
+              }
+            },
+            document: {
+              url: {
+                type: "image_url",
+                image_url: {
+                  url: FILE_HTTP
+                }
+              },
+              base64: {
+                type: "image_url",
+                image_url: {
+                  url: FILE_BASE64
+                }
+              }
+            }
+          }
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :ollama, model: "deepseek-r1:latest"
+
+            # def templates_default
+            #   prompt
+            # end
+
+            # def templates_symbol
+            #   prompt :default
+            # end
+
+            # def templates_proc
+            #   prompt ->{ "Result" }
+            # end
+
+            TEXT_BARE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "What is the capital of France?"
+                }
+              ]
+            }
+            def text_bare
+              prompt("What is the capital of France?")
+            end
+
+            TEXT_MESSAGE_BARE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "Explain quantum computing in bare terms."
+                }
+              ]
+            }
+            def text_message_bare
+              prompt(message: "Explain quantum computing in bare terms.")
+            end
+
+            TEXT_MESSAGE_OBJECT = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "What are the main differences between Ruby and Python?"
+                }
+              ]
+            }
+            def text_message_object
+              prompt(message: { text: "What are the main differences between Ruby and Python?" })
+            end
+
+            TEXTS_BARE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def texts_bare
+              prompt(
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              )
+            end
+
+            TEXT_MESSAGES_BARE = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def text_messages_bare
+              prompt(messages: [
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              ])
+            end
+
+            TEXT_MESSAGES_OBJECT = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "assistant",
+                  content: "I can help you with programming questions."
+                },
+                {
+                  role: "user",
+                  content: "What are the benefits of using ActiveRecord?"
+                }
+              ]
+            }
+            def text_messages_object
+              prompt(messages: [
+                {
+                  role: "assistant",
+                  text: "I can help you with programming questions."
+                },
+                {
+                  text: "What are the benefits of using ActiveRecord?"
+                }
+              ])
+            end
+
+            DATA_TYPES.each do |data_type|
+              DATA_FORMATS.each do |data_format|
+                attr_name  = data_type
+                attr_value = SOURCE_DATA.fetch(data_type).fetch(data_format)
+                source     = SOURCE_PAYLOAD.fetch(data_type).fetch(data_format)
+
+                const_set("#{data_type}_#{data_format}".upcase, {
+                  model: "deepseek-r1:latest",
+                  messages: [
+                    {
+                      role: "user",
+                      content: [
+                        {
+                          type: "text",
+                          text: "What's in this #{data_type}?"
+                        },
+                        source
+                      ]
+                    }
+                  ]
+                })
+
+                define_method("#{data_type}_#{data_format}_bare") do
+                  prompt(
+                    "What's in this #{data_type}?",
+                    attr_name => attr_value
+                  )
+                end
+
+                define_method("#{data_type}_#{data_format}_message") do
+                  prompt(message: {
+                    text: "What's in this #{data_type}?",
+                    attr_name => attr_value
+                  })
+                end
+
+                define_method("#{data_type}_#{data_format}_messages") do
+                  prompt(messages: [
+                    { text: "What's in this #{data_type}?" },
+                    { attr_name => attr_value }
+                  ])
+                end
+              end
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Text Test
+            :text_bare,
+            :text_message_bare,
+            :text_message_object,
+            :texts_bare,
+            :text_messages_bare,
+            :text_messages_object
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+          end
+
+          [
+            # Image tests
+            # :image_url_bare
+            # :image_url_message,
+            # :image_url_messages,
+            :image_base64_bare,
+            :image_base64_message,
+            :image_base64_messages
+            # :image_attachment_bare,
+            # :image_attachment_message,
+            # :image_attachment_messages,
+
+            # File tests
+            # :document_url_bare
+            # :document_url_message,
+            # :document_url_messages,
+            # :document_base64_bare
+            # :document_base64_message,
+            # :document_base64_messages
+            # :document_attachment_bare,
+            # :document_attachment_message,
+            # :document_attachment_messages
+          ].each do |action_name|
+            test_request_builder(
+              TestAgent,
+              action_name,
+              :generate_now,
+              TestAgent.const_get(action_name.to_s.split("_")[0..1].join("_").upcase))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/chat/common_format/response_format_test.rb b/test/integration/ollama/chat/common_format/response_format_test.rb
new file mode 100644
index 00000000..9c2efd8f
--- /dev/null
+++ b/test/integration/ollama/chat/common_format/response_format_test.rb
@@ -0,0 +1,213 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module Ollama
+    module Chat
+      module CommonFormat
+        # Note: Ollama's structured output documentation primarily references the deprecated `.format` parameter
+        # from the legacy OpenAI Chat API. Current implementation relies on `response_format`, with feature
+        # support delegated entirely to the underlying model.
+        # @see https://docs.ollama.com/capabilities/structured-outputs#generating-structured-json
+        class ResponseFormatTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :ollama, model: "deepseek-r1:latest"
+
+            REQUEST_TEXT = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "List three primary colors."
+                }
+              ],
+              response_format: { type: "text" }
+            }
+
+            def response_text_bare
+              prompt(
+                "List three primary colors.",
+                response_format: :text
+              )
+            end
+
+            def response_text
+              prompt(
+                "List three primary colors.",
+                response_format: { type: "text" }
+              )
+            end
+
+            REQUEST_JSON_OBJECT = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "Return a JSON object with three primary colors in an array named 'colors'."
+                }
+              ],
+              response_format: { type: "json_object" }
+            }
+
+            def response_json_object_bare
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: :json_object
+              )
+            end
+
+            def response_json_object
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: { type: "json_object" }
+              )
+            end
+
+            REQUEST_JSON_SCHEMA = {
+              model: "deepseek-r1:latest",
+              messages: [
+                {
+                  role: "user",
+                  content: "Return the three primary colors."
+                }
+              ],
+              response_format: {
+                type: "json_schema",
+                json_schema: {
+                  name: "primary_colors",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      colors: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "colors" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            }
+
+            def response_json_schema_inline
+              prompt(
+                "Return the three primary colors.",
+                response_format: {
+                  type: "json_schema",
+                  json_schema: {
+                    name: "primary_colors",
+                    schema: {
+                      type: "object",
+                      properties: {
+                        colors: {
+                          type: "array",
+                          items: { type: "string" }
+                        }
+                      },
+                      required: [ "colors" ],
+                      additionalProperties: false
+                    },
+                    strict: true
+                  }
+                }
+              )
+            end
+
+            def response_json_schema_implicit_bare
+              prompt(
+                "Return the three primary colors.",
+                response_format: :json_schema
+              )
+            end
+
+            def response_json_schema_implicit
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema" }
+              )
+            end
+
+            def response_json_schema_named
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema", json_schema: "other" }
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+
+          [
+            :response_text,
+            :response_text_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_TEXT)
+          end
+
+          [
+            :response_json_object,
+            :response_json_object_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_OBJECT)
+          end
+
+          [
+            # :response_json_schema_inline,
+            # :response_json_schema_implicit,
+            # :response_json_schema_named,
+            # :response_json_schema_implicit_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_SCHEMA)
+          end
+
+          test "response format: text" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_text"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_text.generate_now
+
+              assert_equal "text", response.format.type
+              assert_nil response.message.parsed_json
+            end
+          end
+
+          test "response format: json_object" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_json_object"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_json_object.generate_now
+
+              assert_equal "json_object", response.format.type
+              assert_not_nil response.message.parsed_json
+            end
+          end
+
+          # test "response format: json_schema (implicit bare)" do
+          #   agent_name    = TestAgent.name.demodulize.underscore
+          #   action_name   = "response_json_schema_implicit_bare"
+          #   cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          #   VCR.use_cassette(cassette_name) do
+          #     response = TestAgent.response_json_schema_implicit_bare.generate_now
+
+          #     assert_equal "json_schema", response.format.type
+          #     assert_not_nil response.message.parsed_json
+          #     assert_kind_of Array, response.message.parsed_json[:colors]
+          #   end
+          # end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/chat/native_format_test.rb b/test/integration/ollama/chat/native_format_test.rb
new file mode 100644
index 00000000..7eeac885
--- /dev/null
+++ b/test/integration/ollama/chat/native_format_test.rb
@@ -0,0 +1,275 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Ollama
+    module Chat
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :ollama, model: "deepseek-r1:latest"
+
+          ###############################################################
+          # OpenAI Provided Example
+          ###############################################################
+
+          TEXT_INPUT = {
+            model: "deepseek-r1:latest",
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ]
+          }
+          def text_input
+            prompt(
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a helpful assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ]
+            )
+          end
+
+          IMAGE_INPUT = {
+            model: "deepseek-r1:latest",
+            messages: [
+              {
+                role: "user",
+                content: "what is in this image?",
+                images: [ "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" ]
+              }
+            ],
+            max_tokens: 300
+          }
+          def image_input
+            prompt(
+              messages: [
+                {
+                  role: "user",
+                  content: "what is in this image?",
+                  images: [ "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" ]
+                }
+              ],
+              max_tokens: 300
+            )
+          end
+
+          STREAMING = {
+            model: "deepseek-r1:latest",
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            stream: true
+          }
+          def streaming
+            prompt(
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a helpful assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ],
+              stream: true
+            )
+          end
+
+          FUNCTIONS = {
+            model: "qwen3",
+            messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+            ],
+            tools: [
+              {
+                type: "function",
+                function: {
+                  name: "get_current_weather",
+                  description: "Get the current weather in a given location",
+                  parameters: {
+                    type: "object",
+                    properties: {
+                      location: {
+                        type: "string",
+                        description: "The city and state, e.g. San Francisco, CA"
+                      },
+                      unit: {
+                        type: "string",
+                        enum: [ "celsius", "fahrenheit" ]
+                      }
+                    },
+                    required: [ "location" ]
+                  }
+                }
+              }
+            ],
+            tool_choice: "auto"
+          }
+          def functions
+            prompt(
+              model: "qwen3",
+              messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+              ],
+              tools: [
+              {
+                type: "function",
+                function: {
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                  location: {
+                    type: "string",
+                    description: "The city and state, e.g. San Francisco, CA"
+                  },
+                  unit: {
+                    type: "string",
+                    enum: [ "celsius", "fahrenheit" ]
+                  }
+                  },
+                  required: [ "location" ]
+                }
+                }
+              }
+              ],
+              tool_choice: "auto"
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location:, unit:, temperature: "22" }
+          end
+
+          LOGPROBS = {
+            model: "deepseek-r1:latest",
+            messages: [
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            logprobs: true,
+            top_logprobs: 2
+          }
+          def logprobs
+            prompt(
+              messages: [
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ],
+              logprobs: true,
+              top_logprobs: 2
+            )
+          end
+
+          WEB_SEARCH = {
+            model: "deepseek-r1:latest",
+            web_search_options: {},
+            messages: [ {
+                role: "user",
+                content: "What was a positive news story from today?"
+            } ]
+          }
+          def web_search
+            prompt(
+              web_search_options: {},
+              messages: [ {
+                  role: "user",
+                  content: "What was a positive news story from today?"
+              } ],
+            )
+          end
+
+          ###############################################################
+          # Extended Example
+          ###############################################################
+          FUNCTIONS_WITH_STREAMING = FUNCTIONS.merge(stream: true)
+          def functions_with_streaming
+            prompt(
+              model: "qwen3",
+              messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+              ],
+              tools: [
+              {
+                type: "function",
+                function: {
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                  location: {
+                    type: "string",
+                    description: "The city and state, e.g. San Francisco, CA"
+                  },
+                  unit: {
+                    type: "string",
+                    enum: [ "celsius", "fahrenheit" ]
+                  }
+                  },
+                  required: [ "location" ]
+                }
+                }
+              }
+              ],
+              tool_choice: "auto",
+              stream: true
+            )
+          end
+        end
+
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :text_input,
+          :image_input,
+          :streaming,
+          :functions,
+          :logprobs,
+          :web_search,
+          :functions_with_streaming
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/embedding/common_format_test.rb b/test/integration/ollama/embedding/common_format_test.rb
new file mode 100644
index 00000000..b20f1859
--- /dev/null
+++ b/test/integration/ollama/embedding/common_format_test.rb
@@ -0,0 +1,70 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Ollama
+    module Embedding
+      class CommonFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :ollama, model: "all-minilm"
+
+          TEMPLATES_DEFAULT = {
+            model: "all-minilm",
+            input: "The quick brown fox jumps over the lazy dog"
+          }
+          def templates_default
+            embed
+          end
+
+          TEMPLATES_WITH_LOCALS = {
+            model: "all-minilm",
+            input: "Learning Ruby programming is fun and rewarding"
+          }
+          def templates_with_locals
+            embed(locals: { topic: "Ruby", subject: "programming" })
+          end
+
+          INPUT_BARE = {
+            model: "all-minilm",
+            input: "Your text string goes here"
+          }
+          def input_bare
+            embed("Your text string goes here")
+          end
+
+          INPUT_ARRAY = {
+            model: "all-minilm",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def input_array
+            embed([
+              "First text string goes here",
+              "Second text string goes here"
+            ])
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Template tests
+          :templates_default,
+          :templates_with_locals,
+
+          # Input tests
+          :input_bare,
+          :input_array
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/ollama/embedding/native_format_test.rb b/test/integration/ollama/embedding/native_format_test.rb
new file mode 100644
index 00000000..8caddbb9
--- /dev/null
+++ b/test/integration/ollama/embedding/native_format_test.rb
@@ -0,0 +1,87 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module Ollama
+    module Embedding
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :ollama, model: "all-minilm"
+
+          # Single input with default model (all-minilm)
+          SINGLE_INPUT_DEFAULT_MODEL = {
+            model: "all-minilm",
+            input: "Your text string goes here"
+          }
+          def single_input_default_model
+            embed(
+              input: "Your text string goes here"
+            )
+          end
+
+          # Multi input with default model (all-minilm)
+          MULTI_INPUT_DEFAULT_MODEL = {
+            model: "all-minilm",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def multi_input_default_model
+            embed(
+              input: [
+                "First text string goes here",
+                "Second text string goes here"
+              ]
+            )
+          end
+
+          # Single input with custom model (nomic-embed-text)
+          SINGLE_INPUT_CUSTOM_MODEL = {
+            model: "nomic-embed-text",
+            input: "Your text string goes here"
+          }
+          def single_input_custom_model
+            embed(
+              model: "nomic-embed-text",
+              input: "Your text string goes here"
+            )
+          end
+
+          # Multi input with custom model (nomic-embed-text)
+          MULTI_INPUT_CUSTOM_MODEL = {
+            model: "nomic-embed-text",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def multi_input_custom_model
+            embed(
+              model: "nomic-embed-text",
+              input: [
+                "First text string goes here",
+                "Second text string goes here"
+              ]
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :single_input_default_model,
+          :multi_input_default_model,
+          :single_input_custom_model,
+          :multi_input_custom_model
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/chat/common_format/instructions_test.rb b/test/integration/open_ai/chat/common_format/instructions_test.rb
new file mode 100644
index 00000000..1f14e59b
--- /dev/null
+++ b/test/integration/open_ai/chat/common_format/instructions_test.rb
@@ -0,0 +1,258 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Chat
+      module CommonFormat
+        class InstructionsTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          # Case 1: Agent without instructions (no instructions set in test agent)
+          class NoInstructionsAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-5", api_version: :chat
+
+            BASIC_REQUEST = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+          end
+
+          # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+          class AutoTemplateAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-5", api_version: :chat
+
+            BASIC_REQUEST = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: "Default auto-loaded instructions for testing."
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+          end
+
+          # Case 3: Agent has instructions set via generate_with instructions:
+          class ConfiguredInstructionsAgent < ActiveAgent::Base
+            generate_with :openai,
+                          model: "gpt-5",
+                          api_version: :chat,
+                          instructions: "You are a configured assistant with default instructions."
+
+            BASIC_REQUEST = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a configured assistant with default instructions."
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are an overridden assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+          end
+
+          # Case 4: Agent with array of system instructions
+          class ArrayInstructionsAgent < ActiveAgent::Base
+            generate_with :openai,
+                          model: "gpt-5",
+                          api_version: :chat,
+                          instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+            BASIC_REQUEST = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content:  [
+                    {
+                      type: "text",
+                      text: "You are a helpful assistant."
+                    },
+                    {
+                      type: "text",
+                      text: "Always be polite and professional."
+                    }
+                  ]
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request
+              prompt(
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "developer",
+                  content: [
+                    {
+                      type: "text",
+                      text: "You are an overridden assistant."
+                    },
+                    {
+                      type: "text",
+                      text: "Please respond concisely."
+                    }
+                  ]
+                },
+                {
+                  role: "user",
+                  content: "Hello, GPT!"
+                }
+              ]
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+                messages: [
+                  { role: "user", content: "Hello, GPT!" }
+                ]
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Case 1: No instructions agent
+            [ NoInstructionsAgent, :basic_request ],
+            [ NoInstructionsAgent, :basic_request_with_override ],
+
+            # Case 2: Auto template agent (loads instructions from template by name)
+            [ AutoTemplateAgent, :basic_request ],
+            [ AutoTemplateAgent, :basic_request_with_override ],
+
+            # Case 3: Configured instructions agent
+            [ ConfiguredInstructionsAgent, :basic_request ],
+            [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+            # Case 4: Array instructions agent
+            [ ArrayInstructionsAgent, :basic_request ],
+            [ ArrayInstructionsAgent, :basic_request_with_override ]
+          ].each do |agent_class, action_name|
+            test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/chat/common_format/messages_test.rb b/test/integration/open_ai/chat/common_format/messages_test.rb
new file mode 100644
index 00000000..4f25a4e5
--- /dev/null
+++ b/test/integration/open_ai/chat/common_format/messages_test.rb
@@ -0,0 +1,281 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Chat
+      module CommonFormat
+        class MessagesTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          DATA_TYPES   = %i[image document]
+          DATA_FORMATS = %i[url base64] # attachment
+          IMAGE_HTTP   = "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+          IMAGE_BASE64 = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+          FILE_HTTP    = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+          FILE_BASE64  = begin
+            file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+            base64_data = Base64.strict_encode64(File.read(file_path))
+            "data:application/pdf;base64,#{base64_data}"
+          end
+
+          SOURCE_DATA = {
+            image:    { url: IMAGE_HTTP, base64: IMAGE_BASE64 },
+            document: { url: FILE_HTTP,  base64: FILE_BASE64 }
+          }
+          SOURCE_PAYLOAD = {
+            image: {
+              url: {
+                type: "image_url",
+                image_url: {
+                  url: IMAGE_HTTP
+                }
+              },
+              base64: {
+                type: "image_url",
+                image_url: {
+                  url: IMAGE_BASE64
+                }
+              }
+            },
+            document: {
+              url: {
+                type: "image_url",
+                image_url: {
+                  url: FILE_HTTP
+                }
+              },
+              base64: {
+                type: "image_url",
+                image_url: {
+                  url: FILE_BASE64
+                }
+              }
+            }
+          }
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-5", api_version: :chat
+
+            # def templates_default
+            #   prompt
+            # end
+
+            # def templates_symbol
+            #   prompt :default
+            # end
+
+            # def templates_proc
+            #   prompt ->{ "Result" }
+            # end
+
+            TEXT_BARE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: "What is the capital of France?"
+                }
+              ]
+            }
+            def text_bare
+              prompt("What is the capital of France?")
+            end
+
+            TEXT_MESSAGE_BARE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: "Explain quantum computing in bare terms."
+                }
+              ]
+            }
+            def text_message_bare
+              prompt(message: "Explain quantum computing in bare terms.")
+            end
+
+            TEXT_MESSAGE_OBJECT = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: "What are the main differences between Ruby and Python?"
+                }
+              ]
+            }
+            def text_message_object
+              prompt(message: { text: "What are the main differences between Ruby and Python?" })
+            end
+
+            TEXTS_BARE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def texts_bare
+              prompt(
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              )
+            end
+
+            TEXT_MESSAGES_BARE = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def text_messages_bare
+              prompt(messages: [
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              ])
+            end
+
+            TEXT_MESSAGES_OBJECT = {
+              model: "gpt-5",
+              messages: [
+                {
+                  role: "assistant",
+                  content: "I can help you with programming questions."
+                },
+                {
+                  role: "user",
+                  content: "What are the benefits of using ActiveRecord?"
+                }
+              ]
+            }
+            def text_messages_object
+              prompt(messages: [
+                {
+                  role: "assistant",
+                  text: "I can help you with programming questions."
+                },
+                {
+                  text: "What are the benefits of using ActiveRecord?"
+                }
+              ])
+            end
+
+            DATA_TYPES.each do |data_type|
+              DATA_FORMATS.each do |data_format|
+                attr_name  = data_type
+                attr_value = SOURCE_DATA.fetch(data_type).fetch(data_format)
+                source     = SOURCE_PAYLOAD.fetch(data_type).fetch(data_format)
+
+                const_set("#{data_type}_#{data_format}".upcase, {
+                  model: "gpt-5",
+                  messages: [
+                    {
+                      role: "user",
+                      content: [
+                        {
+                          type: "text",
+                          text: "What's in this #{data_type}?"
+                        },
+                        source
+                      ]
+                    }
+                  ]
+                })
+
+                define_method("#{data_type}_#{data_format}_bare") do
+                  prompt(
+                    "What's in this #{data_type}?",
+                    attr_name => attr_value
+                  )
+                end
+
+                define_method("#{data_type}_#{data_format}_message") do
+                  prompt(message: {
+                    text: "What's in this #{data_type}?",
+                    attr_name => attr_value
+                  })
+                end
+
+                define_method("#{data_type}_#{data_format}_messages") do
+                  prompt(messages: [
+                    { text: "What's in this #{data_type}?" },
+                    { attr_name => attr_value }
+                  ])
+                end
+              end
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Text Test
+            :text_bare,
+            :text_message_bare,
+            :text_message_object,
+            :texts_bare,
+            :text_messages_bare,
+            :text_messages_object
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+          end
+
+          [
+            # Image tests
+            :image_url_bare,
+            :image_url_message,
+            :image_url_messages,
+            :image_base64_bare,
+            :image_base64_message,
+            :image_base64_messages
+            # :image_attachment_bare,
+            # :image_attachment_message,
+            # :image_attachment_messages,
+
+            # File tests
+            # :document_url_bare
+            # :document_url_message,
+            # :document_url_messages,
+            # :document_base64_bare,
+            # :document_base64_message,
+            # :document_base64_messages,
+            # :document_attachment_bare,
+            # :document_attachment_message,
+            # :document_attachment_messages
+          ].each do |action_name|
+            test_request_builder(
+              TestAgent,
+              action_name,
+              :generate_now,
+              TestAgent.const_get(action_name.to_s.split("_")[0..1].join("_").upcase))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/chat/common_format/response_format_test.rb b/test/integration/open_ai/chat/common_format/response_format_test.rb
new file mode 100644
index 00000000..13503276
--- /dev/null
+++ b/test/integration/open_ai/chat/common_format/response_format_test.rb
@@ -0,0 +1,209 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Chat
+      module CommonFormat
+        class ResponseFormatTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4o-mini", api_version: :chat
+
+            REQUEST_TEXT = {
+              model: "gpt-4o-mini",
+              messages: [
+                {
+                  role: "user",
+                  content: "List three primary colors."
+                }
+              ],
+              response_format: { type: "text" }
+            }
+
+            def response_text_bare
+              prompt(
+                "List three primary colors.",
+                response_format: :text
+              )
+            end
+
+            def response_text
+              prompt(
+                "List three primary colors.",
+                response_format: { type: "text" }
+              )
+            end
+
+            REQUEST_JSON_OBJECT = {
+              model: "gpt-4o-mini",
+              messages: [
+                {
+                  role: "user",
+                  content: "Return a JSON object with three primary colors in an array named 'colors'."
+                }
+              ],
+              response_format: { type: "json_object" }
+            }
+
+            def response_json_object_bare
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: :json_object
+              )
+            end
+
+            def response_json_object
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: { type: "json_object" }
+              )
+            end
+
+            REQUEST_JSON_SCHEMA = {
+              model: "gpt-4o-mini",
+              messages: [
+                {
+                  role: "user",
+                  content: "Return the three primary colors."
+                }
+              ],
+              response_format: {
+                type: "json_schema",
+                json_schema: {
+                  name: "primary_colors",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      colors: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "colors" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            }
+
+            def response_json_schema_inline
+              prompt(
+                "Return the three primary colors.",
+                response_format: {
+                  type: "json_schema",
+                  json_schema: {
+                    name: "primary_colors",
+                    schema: {
+                      type: "object",
+                      properties: {
+                        colors: {
+                          type: "array",
+                          items: { type: "string" }
+                        }
+                      },
+                      required: [ "colors" ],
+                      additionalProperties: false
+                    },
+                    strict: true
+                  }
+                }
+              )
+            end
+
+            def response_json_schema_implicit_bare
+              prompt(
+                "Return the three primary colors.",
+                response_format: :json_schema
+              )
+            end
+
+            def response_json_schema_implicit
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema" }
+              )
+            end
+
+            def response_json_schema_named
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema", json_schema: "other" }
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+
+          [
+            :response_text,
+            :response_text_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_TEXT)
+          end
+
+          [
+            :response_json_object,
+            :response_json_object_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_OBJECT)
+          end
+
+          [
+            :response_json_schema_inline,
+            :response_json_schema_implicit,
+            :response_json_schema_named,
+            :response_json_schema_implicit_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_SCHEMA)
+          end
+
+          test "response format: text" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_text"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_text.generate_now
+
+              assert_equal "text", response.format.type
+              assert_nil response.message.parsed_json
+            end
+          end
+
+          test "response format: json_object" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_json_object"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_json_object.generate_now
+
+              assert_equal "json_object", response.format.type
+              assert_not_nil response.message.parsed_json
+            end
+          end
+
+          test "response format: json_schema (implicit bare)" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_json_schema_implicit_bare"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_json_schema_implicit_bare.generate_now
+
+              assert_equal "json_schema", response.format.type
+              assert_not_nil response.message.parsed_json
+              assert_kind_of Array, response.message.parsed_json[:colors]
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/chat/native_format_test.rb b/test/integration/open_ai/chat/native_format_test.rb
new file mode 100644
index 00000000..d548dbc9
--- /dev/null
+++ b/test/integration/open_ai/chat/native_format_test.rb
@@ -0,0 +1,375 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenAI
+    module Chat
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :openai, model: "gpt-5", api_version: :chat
+
+          ###############################################################
+          # OpenAI Provided Example
+          ###############################################################
+
+          TEXT_INPUT = {
+            model: "gpt-5",
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ]
+          }
+          def text_input
+            prompt(
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a helpful assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ]
+            )
+          end
+
+          IMAGE_INPUT = {
+            model: "gpt-4.1",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "What is in this image?"
+                  },
+                  {
+                    type: "image_url",
+                    image_url: {
+                      url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                    }
+                  }
+                ]
+              }
+            ],
+            max_tokens: 300
+          }
+          def image_input
+            prompt(
+              model: "gpt-4.1",
+              messages: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "text",
+                      text: "What is in this image?"
+                    },
+                    {
+                      type: "image_url",
+                      image_url: {
+                        url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                      }
+                    }
+                  ]
+                }
+              ],
+              max_tokens: 300
+            )
+          end
+
+          STREAMING = {
+            model: "gpt-5",
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            stream: true
+          }
+          def streaming
+            prompt(
+              messages: [
+                {
+                  role: "developer",
+                  content: "You are a helpful assistant."
+                },
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ],
+              stream: true
+            )
+          end
+
+          FUNCTIONS = {
+            model: "gpt-4.1",
+            messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+            ],
+            tools: [
+              {
+                type: "function",
+                function: {
+                  name: "get_current_weather",
+                  description: "Get the current weather in a given location",
+                  parameters: {
+                    type: "object",
+                    properties: {
+                      location: {
+                        type: "string",
+                        description: "The city and state, e.g. San Francisco, CA"
+                      },
+                      unit: {
+                        type: "string",
+                        enum: [ "celsius", "fahrenheit" ]
+                      }
+                    },
+                    required: [ "location" ]
+                  }
+                }
+              }
+            ],
+            tool_choice: "auto"
+          }
+          def functions
+            prompt(
+              model: "gpt-4.1",
+              messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+              ],
+              tools: [
+              {
+                type: "function",
+                function: {
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                  location: {
+                    type: "string",
+                    description: "The city and state, e.g. San Francisco, CA"
+                  },
+                  unit: {
+                    type: "string",
+                    enum: [ "celsius", "fahrenheit" ]
+                  }
+                  },
+                  required: [ "location" ]
+                }
+                }
+              }
+              ],
+              tool_choice: "auto"
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location:, unit:, temperature: "22" }
+          end
+
+          LOGPROBS = {
+            model: "gpt-4",
+            messages: [
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            logprobs: true,
+            top_logprobs: 2
+          }
+          def logprobs
+            prompt(
+              model: "gpt-4",
+              messages: [
+                {
+                  role: "user",
+                  content: "Hello!"
+                }
+              ],
+              logprobs: true,
+              top_logprobs: 2
+            )
+          end
+
+          WEB_SEARCH = {
+            model: "gpt-4o-search-preview",
+            web_search_options: {},
+            messages: [ {
+                role: "user",
+                content: "What was a positive news story from today?"
+            } ]
+          }
+          def web_search
+            prompt(
+              model: "gpt-4o-search-preview",
+              web_search_options: {},
+              messages: [ {
+                  role: "user",
+                  content: "What was a positive news story from today?"
+              } ],
+            )
+          end
+
+          ###############################################################
+          # Extended Example
+          ###############################################################
+          FUNCTIONS_WITH_STREAMING = FUNCTIONS.merge(stream: true)
+          def functions_with_streaming
+            prompt(
+              model: "gpt-4.1",
+              messages: [
+              {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+              ],
+              tools: [
+              {
+                type: "function",
+                function: {
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                  location: {
+                    type: "string",
+                    description: "The city and state, e.g. San Francisco, CA"
+                  },
+                  unit: {
+                    type: "string",
+                    enum: [ "celsius", "fahrenheit" ]
+                  }
+                  },
+                  required: [ "location" ]
+                }
+                }
+              }
+              ],
+              tool_choice: "auto",
+              stream: true
+            )
+          end
+
+          STRUCTURED_OUTPUT = {
+            model: "gpt-4o-2024-08-06",
+            messages: [
+              {
+                role: "system",
+                content: "You are an expert at structured data extraction. You will be given unstructured text from a research paper and should convert it into the given structure."
+              },
+              {
+                role: "user",
+                content: "The Impact of Artificial Intelligence on Modern Healthcare by Dr. Jane Smith and Dr. John Doe. This paper explores the transformative role of AI in medical diagnostics and treatment planning. Key topics include machine learning, neural networks, and predictive analytics."
+              }
+            ],
+            response_format: {
+              type: "json_schema",
+              json_schema: {
+                name: "research_paper_extraction",
+                schema: {
+                  type: "object",
+                  properties: {
+                    title: { type: "string" },
+                    authors: {
+                      type: "array",
+                      items: { type: "string" }
+                    },
+                    abstract: { type: "string" },
+                    keywords: {
+                      type: "array",
+                      items: { type: "string" }
+                    }
+                  },
+                  required: [ "title", "authors", "abstract", "keywords" ],
+                  additionalProperties: false
+                },
+                strict: true
+              }
+            }
+          }
+          def structured_output
+            prompt(
+              model: "gpt-4o-2024-08-06",
+              messages: [
+                {
+                  role: "system",
+                  content: "You are an expert at structured data extraction. You will be given unstructured text from a research paper and should convert it into the given structure."
+                },
+                {
+                  role: "user",
+                  content: "The Impact of Artificial Intelligence on Modern Healthcare by Dr. Jane Smith and Dr. John Doe. This paper explores the transformative role of AI in medical diagnostics and treatment planning. Key topics include machine learning, neural networks, and predictive analytics."
+                }
+              ],
+              response_format: {
+                type: "json_schema",
+                json_schema: {
+                  name: "research_paper_extraction",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      title: { type: "string" },
+                      authors: {
+                        type: "array",
+                        items: { type: "string" }
+                      },
+                      abstract: { type: "string" },
+                      keywords: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "title", "authors", "abstract", "keywords" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :text_input,
+          :image_input,
+          :streaming,
+          :functions,
+          :logprobs,
+          :web_search,
+          :structured_output,
+          :functions_with_streaming
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/embedding/common_format_test.rb b/test/integration/open_ai/embedding/common_format_test.rb
new file mode 100644
index 00000000..c398f970
--- /dev/null
+++ b/test/integration/open_ai/embedding/common_format_test.rb
@@ -0,0 +1,70 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenAI
+    module Embedding
+      class CommonFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :openai, model: "text-embedding-3-small"
+
+          TEMPLATES_DEFAULT = {
+            model: "text-embedding-3-small",
+            input: "The quick brown fox jumps over the lazy dog"
+          }
+          def templates_default
+            embed
+          end
+
+          TEMPLATES_WITH_LOCALS = {
+            model: "text-embedding-3-small",
+            input: "Learning Ruby programming is fun and rewarding"
+          }
+          def templates_with_locals
+            embed(locals: { topic: "Ruby", subject: "programming" })
+          end
+
+          INPUT_BARE = {
+            model: "text-embedding-3-small",
+            input: "Your text string goes here"
+          }
+          def input_bare
+            embed("Your text string goes here")
+          end
+
+          INPUT_ARRAY = {
+            model: "text-embedding-3-small",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def input_array
+            embed([
+              "First text string goes here",
+              "Second text string goes here"
+            ])
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Template tests
+          :templates_default,
+          :templates_with_locals,
+
+          # Input tests
+          :input_bare,
+          :input_array
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/embedding/native_format_test.rb b/test/integration/open_ai/embedding/native_format_test.rb
new file mode 100644
index 00000000..e98539dc
--- /dev/null
+++ b/test/integration/open_ai/embedding/native_format_test.rb
@@ -0,0 +1,53 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenAI
+    module Embedding
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          embed_with :openai, model: "text-embedding-3-small"
+
+          SINGLE_INPUT = {
+            model: "text-embedding-3-small",
+            input: "Your text string goes here"
+          }
+          def single_input
+            embed(
+              input: "Your text string goes here"
+            )
+          end
+
+          MULTI_INPUT = {
+            model: "text-embedding-3-small",
+            input: [
+              "First text string goes here",
+              "Second text string goes here"
+            ]
+          }
+          def multi_input
+            embed(
+              input: [
+                "First text string goes here",
+                "Second text string goes here"
+              ]
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :single_input,
+          :multi_input
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :embed_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/responses/common_format/instructions_test.rb b/test/integration/open_ai/responses/common_format/instructions_test.rb
new file mode 100644
index 00000000..3c47998b
--- /dev/null
+++ b/test/integration/open_ai/responses/common_format/instructions_test.rb
@@ -0,0 +1,153 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Responses
+      module CommonFormat
+        class InstructionsTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          # Case 1: Agent without instructions (no instructions set in test agent)
+          class NoInstructionsAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4.1"
+
+            BASIC_REQUEST = {
+              model: "gpt-4.1",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request
+              prompt(input: "Hello, GPT!")
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-4.1",
+              instructions: "You are an overridden assistant.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                input: "Hello, GPT!"
+              )
+            end
+          end
+
+          # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+          class AutoTemplateAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4.1"
+
+            BASIC_REQUEST = {
+              model: "gpt-4.1",
+              instructions: "Default auto-loaded instructions for testing.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request
+              prompt(input: "Hello, GPT!")
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-4.1",
+              instructions: "You are an overridden assistant.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                input: "Hello, GPT!"
+              )
+            end
+          end
+
+          # Case 3: Agent has instructions set via generate_with instructions:
+          class ConfiguredInstructionsAgent < ActiveAgent::Base
+            generate_with :openai,
+                          model: "gpt-4.1",
+                          instructions: "You are a configured assistant with default instructions."
+
+            BASIC_REQUEST = {
+              model: "gpt-4.1",
+              instructions: "You are a configured assistant with default instructions.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request
+              prompt(input: "Hello, GPT!")
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-4.1",
+              instructions: "You are an overridden assistant.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: "You are an overridden assistant.",
+                input: "Hello, GPT!"
+              )
+            end
+          end
+
+          # Case 4: Agent with array of system instructions
+          class ArrayInstructionsAgent < ActiveAgent::Base
+            generate_with :openai,
+                          model: "gpt-4.1",
+                          instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+            BASIC_REQUEST = {
+              model: "gpt-4.1",
+              instructions: "You are a helpful assistant.\nAlways be polite and professional.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request
+              prompt(input: "Hello, GPT!")
+            end
+
+            BASIC_REQUEST_WITH_OVERRIDE = {
+              model: "gpt-4.1",
+              instructions: "You are an overridden assistant.\nPlease respond concisely.",
+              input: "Hello, GPT!"
+            }
+
+            def basic_request_with_override
+              prompt(
+                instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+                input: "Hello, GPT!"
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Case 1: No instructions agent
+            [ NoInstructionsAgent, :basic_request ],
+            [ NoInstructionsAgent, :basic_request_with_override ],
+
+            # Case 2: Auto template agent (loads instructions from template by name)
+            [ AutoTemplateAgent, :basic_request ],
+            [ AutoTemplateAgent, :basic_request_with_override ],
+
+            # Case 3: Configured instructions agent
+            [ ConfiguredInstructionsAgent, :basic_request ],
+            [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+            # Case 4: Array instructions agent
+            [ ArrayInstructionsAgent, :basic_request ],
+            [ ArrayInstructionsAgent, :basic_request_with_override ]
+          ].each do |agent_class, action_name|
+            test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/responses/common_format/messages_test.rb b/test/integration/open_ai/responses/common_format/messages_test.rb
new file mode 100644
index 00000000..bc72ecc5
--- /dev/null
+++ b/test/integration/open_ai/responses/common_format/messages_test.rb
@@ -0,0 +1,262 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Responses
+      module CommonFormat
+        class MessagesTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          DATA_TYPES   = %i[image document]
+          DATA_FORMATS = %i[url base64] # attachment
+          IMAGE_HTTP   = "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+          IMAGE_BASE64 = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+          FILE_HTTP    = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+          FILE_BASE64  = begin
+            file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+            base64_data = Base64.strict_encode64(File.read(file_path))
+            "data:application/pdf;base64,#{base64_data}"
+          end
+
+          SOURCE_DATA = {
+            image:    { url: IMAGE_HTTP, base64: IMAGE_BASE64 },
+            document: { url: FILE_HTTP,  base64: FILE_BASE64 }
+          }
+          SOURCE_PAYLOAD = {
+            image: {
+              url: {
+                type: "input_image",
+                image_url: IMAGE_HTTP
+              },
+              base64: {
+                type: "input_image",
+                image_url: IMAGE_BASE64
+              }
+            },
+            document: {
+              url: {
+                type: "input_file",
+                file_url: FILE_HTTP
+              },
+              base64: {
+                type: "input_file",
+                file_url: FILE_BASE64
+              }
+            }
+          }
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-4.1"
+
+            # def templates_default
+            #   prompt
+            # end
+
+            # def templates_symbol
+            #   prompt :default
+            # end
+
+            # def templates_proc
+            #   prompt ->{ "Result" }
+            # end
+
+            TEXT_BARE = {
+              model: "gpt-4.1",
+              input: "What is the capital of France?"
+            }
+            def text_bare
+              prompt("What is the capital of France?")
+            end
+
+            TEXT_MESSAGE_BARE = {
+              model: "gpt-4.1",
+              input: "Explain quantum computing in bare terms."
+            }
+            def text_message_bare
+              prompt(input: "Explain quantum computing in bare terms.")
+            end
+
+            TEXT_MESSAGE_OBJECT = {
+              model: "gpt-4.1",
+              input: "What are the main differences between Ruby and Python?"
+            }
+            def text_message_object
+              prompt(message: { text: "What are the main differences between Ruby and Python?" })
+            end
+
+            TEXTS_BARE = {
+              model: "gpt-4.1",
+              input: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "input_text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "input_text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def texts_bare
+              prompt(
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              )
+            end
+
+            TEXT_MESSAGES_BARE = {
+              model: "gpt-4.1",
+              input: [
+                {
+                  role: "user",
+                  content: [
+                    {
+                      type: "input_text",
+                      text: "Tell me a fun fact about Ruby programming."
+                    },
+                    {
+                      type: "input_text",
+                      text: "Now explain why that's interesting."
+                    }
+                  ]
+                }
+              ]
+            }
+            def text_messages_bare
+              prompt(messages: [
+                "Tell me a fun fact about Ruby programming.",
+                "Now explain why that's interesting."
+              ])
+            end
+
+            TEXT_MESSAGES_OBJECT = {
+              model: "gpt-4.1",
+              input: [
+                {
+                  role: "assistant",
+                  content:  "I can help you with programming questions."
+                },
+                {
+                  role: "user",
+                  content: "What are the benefits of using ActiveRecord?"
+                }
+              ]
+            }
+            def text_messages_object
+              prompt(messages: [
+                {
+                  role: "assistant",
+                  text: "I can help you with programming questions."
+                },
+                {
+                  text: "What are the benefits of using ActiveRecord?"
+                }
+              ])
+            end
+
+            DATA_TYPES.each do |data_type|
+              DATA_FORMATS.each do |data_format|
+                attr_name  = data_type
+                attr_value = SOURCE_DATA.fetch(data_type).fetch(data_format)
+                source     = SOURCE_PAYLOAD.fetch(data_type).fetch(data_format)
+
+                const_set("#{data_type}_#{data_format}".upcase, {
+                  model: "gpt-4.1",
+                  input: [ {
+                    role: "user",
+                    content: [
+                      {
+                        type: "input_text",
+                        text: "What's in this #{data_type}?"
+                      },
+                      source
+                    ]
+                  } ]
+                })
+
+                define_method("#{data_type}_#{data_format}_bare") do
+                  prompt(
+                    input: [
+                      "What's in this #{data_type}?",
+                      { attr_name => attr_value }
+                    ]
+                  )
+                end
+
+                define_method("#{data_type}_#{data_format}_message") do
+                  prompt(
+                    input: [
+                      "What's in this #{data_type}?",
+                      { attr_name => attr_value }
+                    ]
+                  )
+                end
+
+                define_method("#{data_type}_#{data_format}_messages") do
+                  prompt(
+                    input: [
+                      "What's in this #{data_type}?",
+                      { attr_name => attr_value }
+                    ]
+                  )
+                end
+              end
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+          [
+            # Text Test
+            :text_bare,
+            :text_message_bare,
+            :text_message_object,
+            :texts_bare,
+            :text_messages_bare,
+            :text_messages_object
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+          end
+
+          [
+            # Image tests
+            :image_url_bare,
+            :image_url_message,
+            :image_url_messages,
+            :image_base64_bare,
+            :image_base64_message,
+            :image_base64_messages,
+            # :image_attachment_bare,
+            # :image_attachment_message,
+            # :image_attachment_messages,
+
+            # # File tests
+            :document_url_bare,
+            :document_url_message,
+            :document_url_messages
+            # :document_base64_bare,
+            # :document_base64_message,
+            # :document_base64_messages
+            # :document_attachment_bare,
+            # :document_attachment_message,
+            # :document_attachment_messages
+          ].each do |action_name|
+            test_request_builder(
+              TestAgent,
+              action_name,
+              :generate_now,
+              TestAgent.const_get(action_name.to_s.split("_")[0..1].join("_").upcase))
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/responses/common_format/response_format_test.rb b/test/integration/open_ai/responses/common_format/response_format_test.rb
new file mode 100644
index 00000000..a68263f1
--- /dev/null
+++ b/test/integration/open_ai/responses/common_format/response_format_test.rb
@@ -0,0 +1,194 @@
+# frozen_string_literal: true
+
+require_relative "../../../test_helper"
+
+module Integration
+  module OpenAI
+    module Responses
+      module CommonFormat
+        class ResponseFormatTest < ActiveSupport::TestCase
+          include Integration::TestHelper
+
+          class TestAgent < ActiveAgent::Base
+            generate_with :openai, model: "gpt-5-nano"
+
+            REQUEST_TEXT = {
+              model: "gpt-5-nano",
+              input: "List three primary colors.",
+              text: { format: { type: "text" } }
+            }
+
+            def response_text_bare
+              prompt(
+                "List three primary colors.",
+                response_format: :text
+              )
+            end
+
+            def response_text
+              prompt(
+                "List three primary colors.",
+                response_format: { type: "text" }
+              )
+            end
+
+            REQUEST_JSON_OBJECT = {
+              model: "gpt-5-nano",
+              input: "Return a JSON object with three primary colors in an array named 'colors'.",
+              text: { format: { type: "json_object" } }
+            }
+
+            def response_json_object_bare
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: :json_object
+              )
+            end
+
+            def response_json_object
+              prompt(
+                "Return a JSON object with three primary colors in an array named 'colors'.",
+                response_format: { type: "json_object" }
+              )
+            end
+
+            REQUEST_JSON_SCHEMA = {
+              model: "gpt-5-nano",
+              input: "Return the three primary colors.",
+              text: {
+                format: {
+                  type: "json_schema",
+                  name: "primary_colors",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      colors: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "colors" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            }
+
+            def response_json_schema_inline
+              prompt(
+                "Return the three primary colors.",
+                response_format: {
+                  type: "json_schema",
+                  json_schema: {
+                    name: "primary_colors",
+                    schema: {
+                      type: "object",
+                      properties: {
+                        colors: {
+                          type: "array",
+                          items: { type: "string" }
+                        }
+                      },
+                      required: [ "colors" ],
+                      additionalProperties: false
+                    },
+                    strict: true
+                  }
+                }
+              )
+            end
+
+            def response_json_schema_implicit_bare
+              prompt(
+                "Return the three primary colors.",
+                response_format: :json_schema
+              )
+            end
+
+            def response_json_schema_implicit
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema" }
+              )
+            end
+
+            def response_json_schema_named
+              prompt(
+                "Return the three primary colors.",
+                response_format: { type: "json_schema", json_schema: "other" }
+              )
+            end
+          end
+
+          ################################################################################
+          # This automatically runs all the tests for these the test actions
+          ################################################################################
+
+          [
+            :response_text,
+            :response_text_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_TEXT)
+          end
+
+          [
+            :response_json_object,
+            :response_json_object_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_OBJECT)
+          end
+
+          [
+            :response_json_schema_inline,
+            :response_json_schema_implicit,
+            :response_json_schema_named,
+            :response_json_schema_implicit_bare
+          ].each do |action_name|
+            test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_SCHEMA)
+          end
+
+          test "response format: text" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_text"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_text.generate_now
+
+              assert_equal "text", response.format.type
+              assert_nil response.message.parsed_json
+            end
+          end
+
+          test "response format: json_object" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_json_object"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_json_object.generate_now
+
+              assert_equal "json_object", response.format.type
+              assert_not_nil response.message.parsed_json
+            end
+          end
+
+          test "response format: json_schema (implicit bare)" do
+            agent_name    = TestAgent.name.demodulize.underscore
+            action_name   = "response_json_schema_implicit_bare"
+            cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+            VCR.use_cassette(cassette_name) do
+              response = TestAgent.response_json_schema_implicit_bare.generate_now
+
+              assert_equal "json_schema", response.format.type
+              assert_not_nil response.message.parsed_json
+              assert_kind_of Array, response.message.parsed_json[:colors]
+            end
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_ai/responses/native_format_test.rb b/test/integration/open_ai/responses/native_format_test.rb
new file mode 100644
index 00000000..2de74388
--- /dev/null
+++ b/test/integration/open_ai/responses/native_format_test.rb
@@ -0,0 +1,254 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenAI
+    module Responses
+      class NativeFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :openai, model: "gpt-4.1"
+
+          TEXT_INPUT = {
+            model: "gpt-4.1",
+            input: "Tell me a three sentence bedtime story about a unicorn."
+          }
+          def text_input
+            prompt(input: "Tell me a three sentence bedtime story about a unicorn.")
+          end
+
+          IMAGE_INPUT = {
+            model: "gpt-4.1",
+            input: [
+              {
+                role: "user",
+                content: [
+                  { type: "input_text", text: "what is in this image?" },
+                  {
+                    type: "input_image",
+                    image_url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                  }
+                ]
+              }
+            ]
+          }
+          def image_input
+            prompt(input: {
+              role: :user,
+              content: [
+                {
+                  type: "input_text",
+                  text: "what is in this image?"
+                },
+                {
+                  type: "input_image",
+                  image_url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                }
+              ]
+            })
+          end
+
+          FILE_INPUT = {
+            model: "gpt-4.1",
+            input: [
+              {
+                role: "user",
+                content: [
+                  { type: "input_text", text: "what is in this file?" },
+                  {
+                    type: "input_file",
+                    file_url: "https://www.berkshirehathaway.com/letters/2024ltr.pdf"
+                  }
+                ]
+              }
+            ]
+          }
+          def file_input
+            prompt(input: {
+              role: "user",
+              content: [
+                {
+                  type: "input_text",
+                  text: "what is in this file?"
+                },
+                {
+                  type: "input_file",
+                  file_url: "https://www.berkshirehathaway.com/letters/2024ltr.pdf"
+                }
+              ]
+            })
+          end
+
+          WEB_SEARCH = {
+            model: "gpt-4.1",
+            tools: [ { type: "web_search_preview" } ],
+            input: "What was a positive news story from today?"
+          }
+          def web_search
+            prompt(
+              tools: [ { type: "web_search_preview" } ],
+              input: "What was a positive news story from today?"
+            )
+          end
+
+          FILE_SEARCH = {
+            model: "gpt-4.1",
+            tools: [ {
+              type: "file_search",
+              vector_store_ids: [ "vs_1234567890" ],
+              max_num_results: 20
+            } ],
+            input: "What are the attributes of an ancient brown dragon?"
+          }
+          def file_search
+            prompt(
+              tools: [ {
+                type: "file_search",
+                vector_store_ids: [ "vs_1234567890" ],
+                max_num_results: 20
+              } ],
+              input: "What are the attributes of an ancient brown dragon?"
+            )
+          end
+
+          STREAMING = {
+            model: "gpt-4.1",
+            instructions: "You are a helpful assistant.",
+            input: "Hello!",
+            stream: true
+          }
+          def streaming
+            prompt(
+              instructions: "You are a helpful assistant.",
+              input: "Hello!",
+              stream: true
+            )
+          end
+
+          FUNCTIONS = {
+            model: "gpt-4.1",
+            input: "What is the weather like in Boston today?",
+            tools: [
+              {
+                type: "function",
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location", "unit" ]
+                }
+              }
+            ],
+            tool_choice: "auto"
+          }
+          def functions
+            prompt(
+              input: "What is the weather like in Boston today?",
+              tools: [ {
+                type: "function",
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location", "unit" ]
+                }
+              } ],
+              tool_choice: "auto"
+            )
+          end
+
+          def get_current_weather(location:, unit: "fahrenheit")
+            { location:, unit:, temperature: "22" }
+          end
+
+          REASONING = {
+            model: "o3-mini",
+            input: "How much wood would a woodchuck chuck?",
+            reasoning: {
+              effort: "high"
+            }
+          }
+          def reasoning
+            prompt(
+              model: "o3-mini",
+              input: "How much wood would a woodchuck chuck?",
+              reasoning: {
+                effort: "high"
+              }
+            )
+          end
+
+          ###############################################################
+          # Extended Example
+          ###############################################################
+          FUNCTIONS_WITH_STREAMING = FUNCTIONS.merge(stream: true)
+          def functions_with_streaming
+            prompt(
+              input: "What is the weather like in Boston today?",
+              tools: [ {
+                type: "function",
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location", "unit" ]
+                }
+              } ],
+              tool_choice: "auto",
+              stream: true
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          :text_input,
+          :image_input,
+          :file_input,
+          :web_search,
+          # :file_search,
+          :streaming,
+          :functions,
+          :reasoning,
+          :functions_with_streaming
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_router/common_format/instructions_test.rb b/test/integration/open_router/common_format/instructions_test.rb
new file mode 100644
index 00000000..61167dc6
--- /dev/null
+++ b/test/integration/open_router/common_format/instructions_test.rb
@@ -0,0 +1,254 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenRouter
+    module CommonFormat
+      class InstructionsTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        # Case 1: Agent without instructions (no instructions set in test agent)
+        class NoInstructionsAgent < ActiveAgent::Base
+          generate_with :openrouter, model: "openai/gpt-4o"
+
+          BASIC_REQUEST = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: "You are an overridden assistant."
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+        end
+
+        # Case 2: Agent auto loads instructions from template (no instructions set in Test Agent, looked by name)
+        class AutoTemplateAgent < ActiveAgent::Base
+          generate_with :openrouter, model: "openai/gpt-4o"
+
+          BASIC_REQUEST = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: "Default auto-loaded instructions for testing."
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: "You are an overridden assistant."
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+        end
+
+        # Case 3: Agent has instructions set via generate_with instructions:
+        class ConfiguredInstructionsAgent < ActiveAgent::Base
+          generate_with :openrouter,
+                        model: "openai/gpt-4o",
+                        instructions: "You are a configured assistant with default instructions."
+
+          BASIC_REQUEST = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: "You are a configured assistant with default instructions."
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: "You are an overridden assistant."
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: "You are an overridden assistant.",
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+        end
+
+        # Case 4: Agent with array of system instructions
+        class ArrayInstructionsAgent < ActiveAgent::Base
+          generate_with :openrouter,
+                        model: "openai/gpt-4o",
+                        instructions: [ "You are a helpful assistant.", "Always be polite and professional." ]
+
+          BASIC_REQUEST = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: [
+                  {
+                    type: "text",
+                    text: "You are a helpful assistant."
+                  },
+                  {
+                    type: "text",
+                    text: "Always be polite and professional."
+                  }
+                ]
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request
+            prompt(
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+
+          BASIC_REQUEST_WITH_OVERRIDE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "developer",
+                content: [
+                  {
+                    type: "text",
+                    text: "You are an overridden assistant."
+                  },
+                  {
+                    type: "text",
+                    text: "Please respond concisely."
+                  }
+                ]
+              },
+              {
+                role: "user",
+                content: "Hello, OpenRouter!"
+              }
+            ]
+          }
+
+          def basic_request_with_override
+            prompt(
+              instructions: [ "You are an overridden assistant.", "Please respond concisely." ],
+              messages: [
+                { role: "user", content: "Hello, OpenRouter!" }
+              ]
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Case 1: No instructions agent
+          [ NoInstructionsAgent, :basic_request ],
+          [ NoInstructionsAgent, :basic_request_with_override ],
+
+          # Case 2: Auto template agent (loads instructions from template by name)
+          [ AutoTemplateAgent, :basic_request ],
+          [ AutoTemplateAgent, :basic_request_with_override ],
+
+          # Case 3: Configured instructions agent
+          [ ConfiguredInstructionsAgent, :basic_request ],
+          [ ConfiguredInstructionsAgent, :basic_request_with_override ],
+
+          # Case 4: Array instructions agent
+          [ ArrayInstructionsAgent, :basic_request ],
+          [ ArrayInstructionsAgent, :basic_request_with_override ]
+        ].each do |agent_class, action_name|
+          test_request_builder(agent_class, action_name, :generate_now, agent_class.const_get(action_name.to_s.upcase, true))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_router/common_format/messages_test.rb b/test/integration/open_router/common_format/messages_test.rb
new file mode 100644
index 00000000..bba2618a
--- /dev/null
+++ b/test/integration/open_router/common_format/messages_test.rb
@@ -0,0 +1,279 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenRouter
+    module CommonFormat
+      class MessagesTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        DATA_TYPES   = %i[image document]
+        DATA_FORMATS = %i[url base64] # attachment
+        IMAGE_HTTP   = "https://framerusercontent.com/images/oEx786EYW2ZVL4Xf9hparOVLjHI.png?scale-down-to=64"
+        IMAGE_BASE64 = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="
+        FILE_HTTP    = "https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"
+        FILE_BASE64  = begin
+          file_path = Rails.root.join("../fixtures/files/sample_resume.pdf")
+          base64_data = Base64.strict_encode64(File.read(file_path))
+          "data:application/pdf;base64,#{base64_data}"
+        end
+
+        SOURCE_DATA = {
+          image:    { url: IMAGE_HTTP, base64: IMAGE_BASE64 },
+          document: { url: FILE_HTTP,  base64: FILE_BASE64 }
+        }
+        SOURCE_PAYLOAD = {
+          image: {
+            url: {
+              type: "image_url",
+              image_url: {
+                url: IMAGE_HTTP
+              }
+            },
+            base64: {
+              type: "image_url",
+              image_url: {
+                url: IMAGE_BASE64
+              }
+            }
+          },
+          document: {
+            url: {
+              type: "image_url",
+              image_url: {
+                url: FILE_HTTP
+              }
+            },
+            base64: {
+              type: "image_url",
+              image_url: {
+                url: FILE_BASE64
+              }
+            }
+          }
+        }
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :openrouter, model: "openai/gpt-4o"
+
+          # def templates_default
+          #   prompt
+          # end
+
+          # def templates_symbol
+          #   prompt :default
+          # end
+
+          # def templates_proc
+          #   prompt ->{ "Result" }
+          # end
+
+          TEXT_BARE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: "What is the capital of France?"
+              }
+            ]
+          }
+          def text_bare
+            prompt("What is the capital of France?")
+          end
+
+          TEXT_MESSAGE_BARE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: "Explain quantum computing in bare terms."
+              }
+            ]
+          }
+          def text_message_bare
+            prompt(message: "Explain quantum computing in bare terms.")
+          end
+
+          TEXT_MESSAGE_OBJECT = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: "What are the main differences between Ruby and Python?"
+              }
+            ]
+          }
+          def text_message_object
+            prompt(message: { text: "What are the main differences between Ruby and Python?" })
+          end
+
+          TEXTS_BARE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "Tell me a fun fact about Ruby programming."
+                  },
+                  {
+                    type: "text",
+                    text: "Now explain why that's interesting."
+                  }
+                ]
+              }
+            ]
+          }
+          def texts_bare
+            prompt(
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            )
+          end
+
+          TEXT_MESSAGES_BARE = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "Tell me a fun fact about Ruby programming."
+                  },
+                  {
+                    type: "text",
+                    text: "Now explain why that's interesting."
+                  }
+                ]
+              }
+            ]
+          }
+          def text_messages_bare
+            prompt(messages: [
+              "Tell me a fun fact about Ruby programming.",
+              "Now explain why that's interesting."
+            ])
+          end
+
+          TEXT_MESSAGES_OBJECT = {
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "assistant",
+                content: "I can help you with programming questions."
+              },
+              {
+                role: "user",
+                content: "What are the benefits of using ActiveRecord?"
+              }
+            ]
+          }
+          def text_messages_object
+            prompt(messages: [
+              {
+                role: "assistant",
+                text: "I can help you with programming questions."
+              },
+              {
+                text: "What are the benefits of using ActiveRecord?"
+              }
+            ])
+          end
+
+          DATA_TYPES.each do |data_type|
+            DATA_FORMATS.each do |data_format|
+              attr_name  = data_type
+              attr_value = SOURCE_DATA.fetch(data_type).fetch(data_format)
+              source     = SOURCE_PAYLOAD.fetch(data_type).fetch(data_format)
+
+              const_set("#{data_type}_#{data_format}".upcase, {
+                model: "openai/gpt-4o",
+                messages: [
+                  {
+                    role: "user",
+                    content: [
+                      {
+                        type: "text",
+                        text: "What's in this #{data_type}?"
+                      },
+                      source
+                    ]
+                  }
+                ]
+              })
+
+              define_method("#{data_type}_#{data_format}_bare") do
+                prompt(
+                  "What's in this #{data_type}?",
+                  attr_name => attr_value
+                )
+              end
+
+              define_method("#{data_type}_#{data_format}_message") do
+                prompt(message: {
+                  text: "What's in this #{data_type}?",
+                  attr_name => attr_value
+                })
+              end
+
+              define_method("#{data_type}_#{data_format}_messages") do
+                prompt(messages: [
+                  { text: "What's in this #{data_type}?" },
+                  { attr_name => attr_value }
+                ])
+              end
+            end
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+        [
+          # Text Test
+          :text_bare,
+          :text_message_bare,
+          :text_message_object,
+          :texts_bare,
+          :text_messages_bare,
+          :text_messages_object
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+        end
+
+        [
+          # Image tests
+          :image_url_bare,
+          :image_url_message,
+          :image_url_messages,
+          :image_base64_bare,
+          :image_base64_message,
+          :image_base64_messages
+          # :image_attachment_bare,
+          # :image_attachment_message,
+          # :image_attachment_messages,
+
+          # File tests
+          # :document_url_bare
+          # :document_url_message,
+          # :document_url_messages,
+          # :document_base64_bare,
+          # :document_base64_message,
+          # :document_base64_messages
+          # :document_attachment_bare,
+          # :document_attachment_message,
+          # :document_attachment_messages
+        ].each do |action_name|
+          test_request_builder(
+            TestAgent,
+            action_name,
+            :generate_now,
+            TestAgent.const_get(action_name.to_s.split("_")[0..1].join("_").upcase))
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_router/common_format/response_format_test.rb b/test/integration/open_router/common_format/response_format_test.rb
new file mode 100644
index 00000000..fc7d4f46
--- /dev/null
+++ b/test/integration/open_router/common_format/response_format_test.rb
@@ -0,0 +1,214 @@
+# frozen_string_literal: true
+
+require_relative "../../test_helper"
+
+module Integration
+  module OpenRouter
+    module CommonFormat
+      # @see https://openrouter.ai/docs/features/structured-outputs
+      class ResponseFormatTest < ActiveSupport::TestCase
+        include Integration::TestHelper
+
+        class TestAgent < ActiveAgent::Base
+          generate_with :openrouter, model: "openrouter/auto"
+
+          REQUEST_TEXT = {
+            model: "openrouter/auto",
+            messages: [
+              {
+                role: "user",
+                content: "List three primary colors."
+              }
+            ],
+            response_format: { type: "text" }
+          }
+
+          def response_text_bare
+            prompt(
+              "List three primary colors.",
+              response_format: :text
+            )
+          end
+
+          def response_text
+            prompt(
+              "List three primary colors.",
+              response_format: { type: "text" }
+            )
+          end
+
+          REQUEST_JSON_OBJECT = {
+            model: "openrouter/auto",
+            messages: [
+              {
+                role: "user",
+                content: "Return a JSON object with three primary colors in an array named 'colors'."
+              }
+            ],
+            response_format: { type: "json_object" },
+            provider: {
+              require_parameters: true
+            }
+          }
+
+          def response_json_object_bare
+            prompt(
+              "Return a JSON object with three primary colors in an array named 'colors'.",
+              response_format: :json_object
+            )
+          end
+
+          def response_json_object
+            prompt(
+              "Return a JSON object with three primary colors in an array named 'colors'.",
+              response_format: { type: "json_object" }
+            )
+          end
+
+          REQUEST_JSON_SCHEMA = {
+            model: "openrouter/auto",
+            messages: [
+              {
+                role: "user",
+                content: "Return the three primary colors."
+              }
+            ],
+            response_format: {
+              type: "json_schema",
+              json_schema: {
+                name: "primary_colors",
+                schema: {
+                  type: "object",
+                  properties: {
+                    colors: {
+                      type: "array",
+                      items: { type: "string" }
+                    }
+                  },
+                  required: [ "colors" ],
+                  additionalProperties: false
+                },
+                strict: true
+              }
+            },
+            provider: {
+              require_parameters: true
+            }
+          }
+
+          def response_json_schema_inline
+            prompt(
+              "Return the three primary colors.",
+              response_format: {
+                type: "json_schema",
+                json_schema: {
+                  name: "primary_colors",
+                  schema: {
+                    type: "object",
+                    properties: {
+                      colors: {
+                        type: "array",
+                        items: { type: "string" }
+                      }
+                    },
+                    required: [ "colors" ],
+                    additionalProperties: false
+                  },
+                  strict: true
+                }
+              }
+            )
+          end
+
+          def response_json_schema_implicit_bare
+            prompt(
+              "Return the three primary colors.",
+              response_format: :json_schema
+            )
+          end
+
+          def response_json_schema_implicit
+            prompt(
+              "Return the three primary colors.",
+              response_format: { type: "json_schema" }
+            )
+          end
+
+          def response_json_schema_named
+            prompt(
+              "Return the three primary colors.",
+              response_format: { type: "json_schema", json_schema: "other" }
+            )
+          end
+        end
+
+        ################################################################################
+        # This automatically runs all the tests for these the test actions
+        ################################################################################
+
+        [
+          :response_text,
+          :response_text_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_TEXT)
+        end
+
+        [
+          :response_json_object,
+          :response_json_object_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_OBJECT)
+        end
+
+        [
+          :response_json_schema_inline,
+          :response_json_schema_implicit,
+          :response_json_schema_named,
+          :response_json_schema_implicit_bare
+        ].each do |action_name|
+          test_request_builder(TestAgent, action_name, :generate_now, TestAgent::REQUEST_JSON_SCHEMA)
+        end
+
+        test "response format: text" do
+          agent_name    = TestAgent.name.demodulize.underscore
+          action_name   = "response_text"
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          VCR.use_cassette(cassette_name) do
+            response = TestAgent.response_text.generate_now
+
+            assert_equal "text", response.format.type
+            assert_nil response.message.parsed_json
+          end
+        end
+
+        test "response format: json_object" do
+          agent_name    = TestAgent.name.demodulize.underscore
+          action_name   = "response_json_object"
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          VCR.use_cassette(cassette_name) do
+            response = TestAgent.response_json_object.generate_now
+
+            assert_equal "json_object", response.format.type
+            assert_not_nil response.message.parsed_json
+          end
+        end
+
+        test "response format: json_schema (implicit bare)" do
+          agent_name    = TestAgent.name.demodulize.underscore
+          action_name   = "response_json_schema_implicit_bare"
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          VCR.use_cassette(cassette_name) do
+            response = TestAgent.response_json_schema_implicit_bare.generate_now
+
+            assert_equal "json_schema", response.format.type
+            assert_not_nil response.message.parsed_json
+            assert_kind_of Array, response.message.parsed_json[:colors]
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/integration/open_router/native_format_test.rb b/test/integration/open_router/native_format_test.rb
new file mode 100644
index 00000000..3f0d97a7
--- /dev/null
+++ b/test/integration/open_router/native_format_test.rb
@@ -0,0 +1,369 @@
+# frozen_string_literal: true
+
+require_relative "../test_helper"
+
+module Integration
+  module OpenRouter
+    class NativeFormatTest < ActiveSupport::TestCase
+      include Integration::TestHelper
+
+      class TestAgent < ActiveAgent::Base
+        generate_with :open_router, model: nil
+
+        ###############################################################
+        # OpenAI Provided Example
+        ###############################################################
+        TEXT_INPUT = {
+          model: "openrouter/auto",
+          messages: [
+            {
+              role: "developer",
+              content: "You are a helpful assistant."
+            },
+            {
+              role: "user",
+              content: "Hello!"
+            }
+          ]
+        }
+        def text_input
+          prompt(
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ]
+          )
+        end
+
+        IMAGE_INPUT = {
+          model: "openai/gpt-5",
+          messages: [
+            {
+              role: "user",
+              content: [
+                {
+                  type: "text",
+                  text: "What is in this image?"
+                },
+                {
+                  type: "image_url",
+                  image_url: {
+                    url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                  }
+                }
+              ]
+            }
+          ]
+        }
+        def image_input
+          prompt(
+            model: "openai/gpt-5",
+            messages: [
+              {
+                role: "user",
+                content: [
+                  {
+                    type: "text",
+                    text: "What is in this image?"
+                  },
+                  {
+                    type: "image_url",
+                    image_url: {
+                      url: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                    }
+                  }
+                ]
+              }
+            ]
+          )
+        end
+
+        STREAMING = {
+          model: "openrouter/auto",
+          messages: [
+            {
+              role: "developer",
+              content: "You are a helpful assistant."
+            },
+            {
+              role: "user",
+              content: "Hello!"
+            }
+          ],
+          stream: true
+        }
+        def streaming
+          prompt(
+            messages: [
+              {
+                role: "developer",
+                content: "You are a helpful assistant."
+              },
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            stream: true
+          )
+        end
+
+        FUNCTIONS = {
+          model: "google/gemini-2.0-flash-001",
+          messages: [
+            {
+              role: "user",
+              content: "What is the weather like in Boston today?"
+            }
+          ],
+          tools: [
+            {
+              type: "function",
+              function: {
+                name: "get_current_weather",
+                description: "Get the current weather in a given location",
+                parameters: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location" ]
+                }
+              }
+            }
+          ],
+          tool_choice: "auto"
+        }
+        def functions
+          prompt(
+            model: "google/gemini-2.0-flash-001",
+            messages: [
+                {
+                role: "user",
+                content: "What is the weather like in Boston today?"
+              }
+            ],
+            tools: [
+              {
+                type: "function",
+                function: {
+                  name: "get_current_weather",
+                  description: "Get the current weather in a given location",
+                  parameters: {
+                    type: "object",
+                    properties: {
+                    location: {
+                      type: "string",
+                      description: "The city and state, e.g. San Francisco, CA"
+                    },
+                    unit: {
+                      type: "string",
+                      enum: [ "celsius", "fahrenheit" ]
+                    }
+                  },
+                  required: [ "location" ]
+                }
+                }
+              }
+            ],
+            tool_choice: "auto"
+          )
+        end
+
+        def get_current_weather(location:, unit: "fahrenheit")
+          { location:, unit:, temperature: "22" }
+        end
+
+        LOGPROBS = {
+          model: "gpt-4",
+          messages: [
+            {
+              role: "user",
+              content: "Hello!"
+            }
+          ],
+          logprobs: true,
+          top_logprobs: 2
+        }
+        def logprobs
+          prompt(
+            model: "gpt-4",
+            messages: [
+              {
+                role: "user",
+                content: "Hello!"
+              }
+            ],
+            logprobs: true,
+            top_logprobs: 2
+          )
+        end
+
+        WEB_SEARCH = {
+          model: "openrouter/auto",
+          web_search_options: {},
+          messages: [ {
+              role: "user",
+              content: "What was a positive news story from today?"
+          } ]
+        }
+        def web_search
+          prompt(
+            model: "openrouter/auto",
+            web_search_options: {},
+            messages: [ {
+                role: "user",
+                content: "What was a positive news story from today?"
+            } ],
+          )
+        end
+
+        ###############################################################
+        # Extended Example
+        ###############################################################
+        STRUCTURED_OUTPUT = {
+          model: "openai/gpt-4o",
+          messages: [
+            {
+              role: "user",
+              content: "What is the weather like in London?"
+            }
+          ],
+          response_format: {
+            type: "json_schema",
+            json_schema: {
+              name: "weather",
+              strict: true,
+              schema: {
+                type: "object",
+                properties: {
+                  location: {
+                    type: "string",
+                    description: "City or location name"
+                  },
+                  temperature: {
+                    type: "number",
+                    description: "Temperature in Celsius"
+                  },
+                  conditions: {
+                    type: "string",
+                    description: "Weather conditions description"
+                  }
+                },
+                required: [ "location", "temperature", "conditions" ],
+                additionalProperties: false
+              }
+            }
+          },
+          provider: {
+            require_parameters: true
+          }
+        }
+        def structured_output
+          prompt(
+            model: "openai/gpt-4o",
+            messages: [
+              {
+                role: "user",
+                content: "What is the weather like in London?"
+              }
+            ],
+            response_format: {
+              type: "json_schema",
+              json_schema: {
+                name: "weather",
+                strict: true,
+                schema: {
+                  type: "object",
+                  properties: {
+                    location: {
+                      type: "string",
+                      description: "City or location name"
+                    },
+                    temperature: {
+                      type: "number",
+                      description: "Temperature in Celsius"
+                    },
+                    conditions: {
+                      type: "string",
+                      description: "Weather conditions description"
+                    }
+                  },
+                  required: [ "location", "temperature", "conditions" ],
+                  additionalProperties: false
+                }
+              }
+            }
+          )
+        end
+
+        FUNCTIONS_WITH_STREAMING = FUNCTIONS.merge(stream: true)
+        def functions_with_streaming
+          prompt(
+            model: "google/gemini-2.0-flash-001",
+            messages: [
+            {
+              role: "user",
+              content: "What is the weather like in Boston today?"
+            }
+            ],
+            tools: [
+            {
+              type: "function",
+              function: {
+              name: "get_current_weather",
+              description: "Get the current weather in a given location",
+              parameters: {
+                type: "object",
+                properties: {
+                location: {
+                  type: "string",
+                  description: "The city and state, e.g. San Francisco, CA"
+                },
+                unit: {
+                  type: "string",
+                  enum: [ "celsius", "fahrenheit" ]
+                }
+                },
+                required: [ "location" ]
+              }
+              }
+            }
+            ],
+            tool_choice: "auto",
+            stream: true
+          )
+        end
+      end
+
+      ################################################################################
+      # This automatically runs all the tests for these the test actions
+      ################################################################################
+      [
+        :text_input,
+        :image_input,
+        :streaming,
+        :functions,
+        :logprobs,
+        :web_search,
+        :structured_output,
+        :functions_with_streaming
+      ].each do |action_name|
+        test_request_builder(TestAgent, action_name, :generate_now, TestAgent.const_get(action_name.to_s.upcase, true))
+      end
+    end
+  end
+end
diff --git a/test/integration/structured_output_json_parsing_test.rb b/test/integration/structured_output_json_parsing_test.rb
deleted file mode 100644
index 18c8fae2..00000000
--- a/test/integration/structured_output_json_parsing_test.rb
+++ /dev/null
@@ -1,170 +0,0 @@
-# frozen_string_literal: true
-
-require "test_helper"
-require "active_agent/schema_generator"
-
-class StructuredOutputJsonParsingTest < ActiveSupport::TestCase
-  class DataExtractionAgent < ApplicationAgent
-    generate_with :openai
-
-    def extract_user_data
-      prompt(
-        message: params[:message] || "Extract the following user data from this text: John Doe is 30 years old and his email is john@example.com",
-        output_schema: params[:output_schema]
-      )
-    end
-
-    def extract_with_model_schema
-      prompt(
-        message: "Extract user information from: Jane Smith, age 25, contact: jane.smith@email.com",
-        output_schema: params[:output_schema]
-      )
-    end
-
-    def extract_with_active_record_schema
-      prompt(
-        message: "Extract user data from: Alice Johnson, 28 years old, email: alice@example.com, bio: Software engineer",
-        output_schema: params[:output_schema]
-      )
-    end
-
-    # Remove the after_generation callback for now - focus on testing the core functionality
-  end
-
-  test "structured output sets content_type to application/json and auto-parses JSON" do
-    VCR.use_cassette("structured_output_json_parsing") do
-      # Create a test model class with schema generator
-      test_user_model = Class.new do
-        include ActiveModel::Model
-        include ActiveModel::Attributes
-        include ActiveModel::Validations
-        include ActiveAgent::SchemaGenerator
-
-        attribute :name, :string
-        attribute :age, :integer
-        attribute :email, :string
-
-        validates :name, presence: true
-        validates :age, presence: true, numericality: { greater_than: 0 }
-        validates :email, presence: true, format: { with: URI::MailTo::EMAIL_REGEXP }
-      end
-
-      # Generate schema from the model using the schema generator
-      schema = test_user_model.to_json_schema(strict: true, name: "user_data")
-
-      # Generate with structured output using the .with pattern
-      response = DataExtractionAgent.with(output_schema: schema).extract_user_data.generate_now
-
-      # Verify content_type is set to application/json
-      assert_equal "application/json", response.message.content_type
-
-      # Verify content is automatically parsed as JSON
-      assert response.message.content.is_a?(Hash)
-      assert response.message.content.key?("name")
-      assert response.message.content.key?("age")
-
-      # Verify raw content is still available as string
-      assert response.message.raw_content.is_a?(String)
-
-      doc_example_output(response)
-    end
-  end
-
-  test "integration with ActiveModel schema generator for structured output" do
-    VCR.use_cassette("structured_output_with_model_schema") do
-      # Create an ActiveModel class for testing
-      test_model = Class.new do
-        include ActiveModel::Model
-        include ActiveModel::Attributes
-        include ActiveAgent::SchemaGenerator
-
-        attribute :name, :string
-        attribute :age, :integer
-        attribute :email, :string
-      end
-
-      # Generate schema from ActiveModel
-      schema = test_model.to_json_schema(strict: true, name: "user_data")
-
-      # Generate response using model-generated schema
-      response = DataExtractionAgent.with(output_schema: schema).extract_with_model_schema.generate_now
-
-      # Verify content_type
-      assert_equal "application/json", response.message.content_type
-
-      # Verify JSON was automatically parsed
-      assert response.message.content.is_a?(Hash)
-      assert response.message.content.key?("name")
-      assert response.message.content.key?("age")
-      assert response.message.content.key?("email")
-
-      # Verify values make sense
-      assert_equal "Jane Smith", response.message.content["name"]
-      assert_equal 25, response.message.content["age"]
-      assert response.message.content["email"].include?("@")
-
-      doc_example_output(response)
-    end
-  end
-
-  test "integration with ActiveRecord schema generator for structured output" do
-    VCR.use_cassette("structured_output_with_active_record_schema") do
-      # Use the existing User model from test/dummy
-      require_relative "../dummy/app/models/user"
-
-      # Generate schema from ActiveRecord model
-      schema = User.to_json_schema(strict: true, name: "user_data")
-
-      # Generate response using ActiveRecord-generated schema
-      response = DataExtractionAgent.with(output_schema: schema).extract_with_active_record_schema.generate_now
-
-      # Verify content_type
-      assert_equal "application/json", response.message.content_type
-
-      # Verify JSON was automatically parsed
-      assert response.message.content.is_a?(Hash)
-      assert response.message.content.key?("name")
-      assert response.message.content.key?("email")
-      assert response.message.content.key?("age")
-
-      # Verify the data makes sense
-      assert response.message.content["name"].is_a?(String)
-      assert response.message.content["age"].is_a?(Integer)
-      assert response.message.content["email"].include?("@")
-
-      doc_example_output(response)
-    end
-  end
-
-  test "without structured output uses text/plain content_type" do
-    VCR.use_cassette("plain_text_response") do
-      # Generate without structured output (no output_schema)
-      response = DataExtractionAgent.with(message: "What is the capital of France?").prompt_context.generate_now
-
-      # Verify content_type is plain text
-      assert_equal "text/plain", response.message.content_type
-
-      # Content should not be parsed as JSON
-      assert response.message.content.is_a?(String)
-      assert response.message.content.downcase.include?("paris")
-
-      doc_example_output(response)
-    end
-  end
-
-  test "handles invalid JSON gracefully" do
-    # This test ensures that if for some reason the provider returns invalid JSON
-    # with application/json content_type, we handle it gracefully
-
-    # Create a message with invalid JSON but JSON content_type
-    message = ActiveAgent::ActionPrompt::Message.new(
-      content: "{invalid json}",
-      content_type: "application/json",
-      role: :assistant
-    )
-
-    # Should return the raw string since parsing failed
-    assert_equal "{invalid json}", message.content
-    assert_equal "{invalid json}", message.raw_content
-  end
-end
diff --git a/test/integration/test_helper.rb b/test/integration/test_helper.rb
new file mode 100644
index 00000000..3db14be3
--- /dev/null
+++ b/test/integration/test_helper.rb
@@ -0,0 +1,54 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+module Integration
+  module TestHelper
+    extend ActiveSupport::Concern
+
+    included do
+      include WebMock::API
+    end
+
+    class_methods do
+      def test_request_builder(agent_class, action_name, trigger_name, expected_request_body)
+        agent_name = agent_class.name.demodulize.underscore
+
+        test "#{agent_name} #{action_name} Request Building" do
+          cassette_name = [ self.class.name.underscore, "#{agent_name}_#{action_name}" ].join("/")
+
+          # Run Once to Record Response & Smoke Test
+          VCR.use_cassette(cassette_name) do
+            agent_class.send(action_name).send(trigger_name)
+          end
+
+          # Validate that the 1st recorded request matches our expectations
+          cassette_file = YAML.load_file("test/fixtures/vcr_cassettes/#{cassette_name}.yml")
+          saved_request_body = JSON.parse(cassette_file.dig("http_interactions", 0, "request", "body", "string"), symbolize_names: true)
+
+          assert_equal expected_request_body, saved_request_body
+
+          # Run Again to Validate that the Request cycle is well formed and not mutated since recording it last
+          cassette_file.dig("http_interactions").each do |interaction|
+            request_method   = interaction.dig("request", "method").to_sym
+            request_uri      = interaction.dig("request", "uri")
+            stub_request(request_method, request_uri).to_return(
+              body:    interaction.dig("response", "body", "string"),
+              status:  interaction.dig("response", "status", "code"),
+              headers: interaction.dig("response", "headers")
+            )
+          end
+
+          agent_class.send(action_name).send(trigger_name)
+
+          cassette_file.dig("http_interactions").each do |interaction|
+            request_method = interaction.dig("request", "method").to_sym
+            request_uri    = interaction.dig("request", "uri")
+
+            assert_requested request_method, request_uri, body: expected_request_body, times: 2
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/option_hierarchy_test.rb b/test/option_hierarchy_test.rb
deleted file mode 100644
index c7503480..00000000
--- a/test/option_hierarchy_test.rb
+++ /dev/null
@@ -1,255 +0,0 @@
-require "test_helper"
-
-class OptionHierarchyTest < ActiveSupport::TestCase
-  def create_test_agent(options = {})
-    # Create a fresh agent class for each test to avoid pollution
-    Class.new(ApplicationAgent) do
-      default_options = { model: "gpt-4", temperature: 0.5, max_tokens: 1000 }
-      generate_with :openai, **default_options.merge(options)
-
-      def test_action
-        prompt(message: "Test action message")
-      end
-
-      def custom_template_action
-        prompt(template_path: "support_agent", template_name: "custom_prompt_context")
-      end
-    end
-  end
-
-  test "prompt options override agent options" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    prompt = agent.prompt(
-      message: "test",
-      options: {
-        temperature: 0.9,
-        model: "gpt-3.5-turbo"
-      }
-    )
-
-    assert_equal "gpt-3.5-turbo", prompt.options[:model]
-    assert_equal 0.9, prompt.options[:temperature]
-    assert_equal 1000, prompt.options[:max_tokens] # Should keep agent default
-  end
-
-  test "agent options override config options" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    # Store original config to restore later
-    original_config = test_agent_class.generation_provider.config.dup
-
-    # Mock config to have different temperature
-    config = { "temperature" => 0.3, "model" => "gpt-3.5-turbo" }
-    test_agent_class.generation_provider.config.merge!(config)
-
-    prompt = agent.prompt(message: "test")
-
-    # Agent options should override config
-    assert_equal "gpt-4", prompt.options[:model]
-    assert_equal 0.5, prompt.options[:temperature]
-    assert_equal 1000, prompt.options[:max_tokens]
-  ensure
-    # Restore original config to prevent test pollution
-    test_agent_class.generation_provider.config.clear
-    test_agent_class.generation_provider.config.merge!(original_config)
-  end
-
-  test "with method supports runtime options via options parameter" do
-    test_agent_class = create_test_agent
-
-    # region runtime_options_with_method
-    prompt = test_agent_class.with(
-      message: "test",
-      options: {
-        temperature: 0.8,
-        model: "gpt-4o"
-      }
-    ).prompt_context
-    # endregion runtime_options_with_method
-
-    assert_equal "test", prompt.message.content
-    assert_equal 0.8, prompt.options[:temperature]
-    assert_equal "gpt-4o", prompt.options[:model]
-    assert_equal 1000, prompt.options[:max_tokens] # Should keep agent default
-  end
-
-  test "explicit options parameter has correct priority" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    prompt = agent.prompt(
-      message: "test",
-      options: { temperature: 0.6, model: "gpt-3.5-turbo" },
-    )
-
-    # Direct prompt options should override options parameter
-    assert_equal 0.6, prompt.options[:temperature]
-    assert_equal "gpt-3.5-turbo", prompt.options[:model] # from options param
-  end
-
-  test "template_path can be overridden in prompt method" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    # This should work without raising an error about missing template
-    prompt = agent.prompt(
-      message: "test",
-      template_path: "application_agent",
-      template_name: "create_test_agent"
-    )
-
-    assert_equal "test", prompt.message.content
-    assert_not_nil prompt.body
-  end
-
-  test "template_path override in action method" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-    # Test the custom_template_action which overrides template_path
-    prompt = agent.custom_template_action
-
-    # Should not raise missing template error
-    assert_not_nil prompt
-    # Should contain template content
-    assert_includes prompt.parts.first.content, "Test template content"
-  end
-
-  test "body content is set when using custom body without message" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    prompt = agent.prompt(
-      body: "Direct body content"
-    )
-
-    # When body is provided without message, it should be used directly
-    # The body content should be in the parts
-    assert_equal 1, prompt.parts.length
-    assert_equal "Direct body content", prompt.parts.first.content
-  end
-
-  test "action method creates prompt with proper context" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-    prompt = agent.test_action
-
-    assert_equal "Test action message", prompt.message.content
-    assert_not_nil prompt
-  end
-
-  test "runtime options are properly extracted in with method" do
-    test_agent_class = create_test_agent
-
-    # Test that runtime options are properly separated from regular params
-    test_agent_class.with(
-      message: "Hello",
-      custom_param: "not_a_runtime_option",
-      options: {
-        temperature: 0.8,
-        model: "gpt-4o"
-      }
-    ).tap do |agent_with_options|
-      # Verify params contain both runtime options and regular params
-      params = agent_with_options.instance_variable_get(:@params)
-
-      # Runtime options should be in :options key
-      assert_equal 0.8, params[:options][:temperature]
-      assert_equal "gpt-4o", params[:options][:model]
-
-      # Regular params should still be accessible
-      assert_equal "Hello", params[:message]
-      assert_equal "not_a_runtime_option", params[:custom_param]
-    end
-  end
-
-  test "different runtime option types are supported" do
-    test_agent_class = create_test_agent
-
-    # region runtime_options_types
-    parameterized_agent = test_agent_class.with(
-      message: "test",
-      options: {
-        temperature: 0.8,
-        model: "gpt-4o",
-        top_p: 0.95,
-        frequency_penalty: 0.1,
-        presence_penalty: 0.2,
-        seed: 12345,
-        stop: [ "END" ]
-      },
-      user: "test-user"
-    )
-
-    prompt = parameterized_agent.prompt_context
-    # endregion runtime_options_types
-
-    assert_equal 0.95, prompt.options[:top_p]
-    assert_equal 0.1, prompt.options[:frequency_penalty]
-    assert_equal 0.2, prompt.options[:presence_penalty]
-    assert_equal 12345, prompt.options[:seed]
-    assert_equal [ "END" ], prompt.options[:stop]
-  end
-
-  test "template path and name can be overridden separately" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    prompt = agent.prompt(
-      template_path: "application_agent",
-      template_name: "create_test_agent"
-    )
-
-    # Check what the actual content is for debugging
-    actual_content = prompt.parts.first.content
-
-    # Should use the specified template
-    assert_includes actual_content, "Test agent prompt content"
-  end
-
-  test "options hierarchy with explicit options hash" do
-    test_agent_class = create_test_agent
-    agent = test_agent_class.new
-
-    # region runtime_options_in_prompt
-    # Explicit options via :options parameter
-    prompt = agent.prompt(
-      message: "test",
-      options: {
-        temperature: 0.6,
-        model: "claude-3",
-        max_tokens: 2000
-      }
-    )
-    # endregion runtime_options_in_prompt
-
-    assert_equal 0.6, prompt.options[:temperature]  # Direct param wins
-    assert_equal "claude-3", prompt.options[:model]  # From options hash
-    assert_equal 2000, prompt.options[:max_tokens]  # From options hash
-  end
-
-  test "runtime options example output" do
-    test_agent_class = create_test_agent
-
-    # Example of using runtime options with the with method
-    prompt = test_agent_class.with(
-      message: "Translate 'Hello' to Spanish",
-      options: {
-        temperature: 0.7,
-        model: "gpt-4o",
-        max_tokens: 100
-      }
-    ).prompt_context
-
-    doc_example_output({
-      prompt_options: prompt.options,
-      message: prompt.message.content
-    })
-    assert_equal "Translate 'Hello' to Spanish", prompt.message.content
-    assert_equal 0.7, prompt.options[:temperature]
-    assert_equal "gpt-4o", prompt.options[:model]
-    assert_equal 100, prompt.options[:max_tokens]
-  end
-end
diff --git a/test/providers/common/messages/assistant_test.rb b/test/providers/common/messages/assistant_test.rb
new file mode 100644
index 00000000..4a7c0116
--- /dev/null
+++ b/test/providers/common/messages/assistant_test.rb
@@ -0,0 +1,150 @@
+# frozen_string_literal: true
+
+require "test_helper"
+require "active_agent/providers/common/messages/assistant"
+
+module ActiveAgent
+  module Providers
+    module Common
+      module Messages
+        class AssistantTest < ActiveSupport::TestCase
+          test "parsed_json parses valid JSON with default options" do
+            json_content = '{"firstName": "John", "lastName": "Doe"}'
+            assistant_message =  ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            # Default: symbolize_names: true, normalize_names: :underscore
+            assert result.key?(:first_name)
+            assert result.key?(:last_name)
+            assert_equal "John", result[:first_name]
+            assert_equal "Doe", result[:last_name]
+          end
+
+          test "parsed_json with symbolize_names: false returns string keys" do
+            json_content = '{"firstName": "John", "lastName": "Doe"}'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json(symbolize_names: false)
+
+            assert_not_nil result
+            assert result.key?("first_name")
+            assert result.key?("last_name")
+            assert_not result.key?(:first_name)
+          end
+
+          test "parsed_json with normalize_names: false preserves original keys" do
+            json_content = '{"firstName": "John", "lastName": "Doe"}'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json(normalize_names: false)
+
+            assert_not_nil result
+            assert result.key?(:firstName)
+            assert result.key?(:lastName)
+            assert_not result.key?(:first_name)
+          end
+
+          test "parsed_json with both options false preserves original format" do
+            json_content = '{"firstName": "John", "lastName": "Doe"}'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json(symbolize_names: false, normalize_names: false)
+
+            assert_not_nil result
+            assert result.key?("firstName")
+            assert result.key?("lastName")
+            assert_equal "John", result["firstName"]
+          end
+
+          test "parsed_json handles nested JSON with normalization" do
+            json_content = '{"assistantProfile": {"firstName": "Jane", "homeAddress": {"streetName": "Main St"}}}'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert result.key?(:assistant_profile)
+            assert result[:assistant_profile].key?(:first_name)
+            assert result[:assistant_profile][:home_address].key?(:street_name)
+            assert_equal "Main St", result[:assistant_profile][:home_address][:street_name]
+          end
+
+          test "parsed_json returns nil for invalid JSON" do
+            invalid_json = "This is not JSON {invalid}"
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: invalid_json)
+
+            result = assistant_message.parsed_json
+
+            assert_nil result
+          end
+
+          test "parsed_json returns nil for plain text content" do
+            plain_text = "Just a regular message"
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: plain_text)
+
+            result = assistant_message.parsed_json
+
+            assert_nil result
+          end
+
+          test "parsed_json handles empty JSON object" do
+            json_content = "{}"
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert_equal({}, result)
+          end
+
+          test "parsed_json handles JSON array" do
+            json_content = '[{"firstName": "John"}, {"firstName": "Jane"}]'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert_equal 2, result.size
+            assert_equal "John", result[0][:first_name]
+            assert_equal "Jane", result[1][:first_name]
+          end
+
+          test "parsed_json handles text at start of message" do
+            json_content = 'Here is the JSON requested:\n{"firstName": "John", "lastName": "Doe"}'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert_equal "John", result[:first_name]
+            assert_equal "Doe", result[:last_name]
+          end
+
+          test "parsed_json handles text at end of message" do
+            json_content = '{"firstName": "John", "lastName": "Doe"}\nThank you!'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert_equal "John", result[:first_name]
+            assert_equal "Doe", result[:last_name]
+          end
+
+          test "parsed_json handles text around message" do
+            json_content = 'Here is the JSON requested:\n{"firstName": "John", "lastName": "Doe"}\nThank you!'
+            assistant_message = ActiveAgent::Providers::Common::Messages::Assistant.new(content: json_content)
+
+            result = assistant_message.parsed_json
+
+            assert_not_nil result
+            assert_equal "John", result[:first_name]
+            assert_equal "Doe", result[:last_name]
+          end
+        end
+      end
+    end
+  end
+end
diff --git a/test/providers/concerns/retries_test.rb b/test/providers/concerns/retries_test.rb
new file mode 100644
index 00000000..9ca0c625
--- /dev/null
+++ b/test/providers/concerns/retries_test.rb
@@ -0,0 +1,585 @@
+# frozen_string_literal: true
+
+require "test_helper"
+require "active_agent/providers/concerns/retries"
+
+module ActiveAgent
+  module Providers
+    class RetriesTest < ActiveSupport::TestCase
+      # Custom test exceptions
+      class TestError < StandardError; end
+      class RetriableError < StandardError; end
+      class NonRetriableError < StandardError; end
+
+      # Mock provider class for testing
+      class MockProvider
+        include ActiveAgent::Providers::Retries
+
+        attr_accessor :call_count, :error_to_raise
+
+        def initialize(**options)
+          @call_count = 0
+          @error_to_raise = nil
+
+          configure_retries(
+            exception_handler: options[:exception_handler],
+            retries:           options[:retries],
+            retries_count:     options[:retries_count],
+            retries_on:        options[:retries_on]
+          )
+        end
+
+        def perform_operation
+          retriable do
+            @call_count += 1
+            raise error_to_raise if error_to_raise
+            "success"
+          end
+        end
+
+        # Stub instrument method for testing
+        def instrument(name, payload = {}, &block)
+          block ? block.call : nil
+        end
+      end
+
+      setup do
+        @original_config = ActiveAgent.configuration
+        ActiveAgent.instance_variable_set(:@configuration, Configuration.new)
+      end
+
+      teardown do
+        ActiveAgent.instance_variable_set(:@configuration, @original_config)
+      end
+
+      # Class method tests
+      test "retriable_strategy returns global config value" do
+        ActiveAgent.configure do |config|
+          config.retries = false
+        end
+
+        assert_equal false, MockProvider.retriable_strategy
+      end
+
+      test "retriable_strategy returns default when config is nil" do
+        # Configuration doesn't allow setting retries to nil, so we skip this validation test
+        # The default is always returned when no explicit value is configured
+        skip "Configuration validates retries and doesn't allow nil values"
+      end
+
+      test "retriable_exceptions returns global config exceptions" do
+        expected = Configuration::DEFAULTS[:retries_on]
+        assert_equal expected, MockProvider.retriable_exceptions
+      end
+
+      test "retriable_max returns global config retry count" do
+        ActiveAgent.configure do |config|
+          config.retries_count = 5
+        end
+
+        assert_equal 5, MockProvider.retriable_max
+      end
+
+      test "retriable_max returns default when config is nil" do
+        assert_equal Configuration::DEFAULTS[:retries_count], MockProvider.retriable_max
+      end
+
+      # Initialization tests
+      test "initializes with default retry strategy from config" do
+        ActiveAgent.configure do |config|
+          config.retries = false
+        end
+
+        provider = MockProvider.new
+        assert_equal false, provider.retries
+      end
+
+      test "initializes with instance-level retry strategy override" do
+        ActiveAgent.configure do |config|
+          config.retries = true
+        end
+
+        provider = MockProvider.new(retries: false)
+        assert_equal false, provider.retries
+      end
+
+      test "initializes with default retry count from config" do
+        ActiveAgent.configure do |config|
+          config.retries_count = 5
+        end
+
+        provider = MockProvider.new
+        assert_equal 5, provider.retries_count
+      end
+
+      test "initializes with instance-level retry count override" do
+        ActiveAgent.configure do |config|
+          config.retries_count = 3
+        end
+
+        provider = MockProvider.new(retries_count: 7)
+        assert_equal 7, provider.retries_count
+      end
+
+      test "initializes with default exceptions from config" do
+        provider = MockProvider.new
+        expected = Configuration::DEFAULTS[:retries_on]
+        assert_equal expected, provider.retries_on
+      end
+
+      test "initializes with merged exception list" do
+        provider = MockProvider.new(retries_on: [ RetriableError ])
+        expected = Configuration::DEFAULTS[:retries_on] | [ RetriableError ]
+        assert_equal expected, provider.retries_on
+      end
+
+      test "initializes with exception handler" do
+        handler = ->(e) { "handled" }
+        provider = MockProvider.new(exception_handler: handler)
+        assert_equal handler, provider.exception_handler
+      end
+
+      test "initializes with custom retry strategy" do
+        custom_strategy = ->(block) { block.call }
+        provider = MockProvider.new(retries: custom_strategy)
+        assert_equal custom_strategy, provider.retries
+      end
+
+      # No retry tests (retries: false)
+      test "executes block without retries when retries disabled" do
+        provider = MockProvider.new(retries: false)
+        result = provider.perform_operation
+
+        assert_equal "success", result
+        assert_equal 1, provider.call_count
+      end
+
+      test "raises error immediately when retries disabled" do
+        provider = MockProvider.new(retries: false)
+        provider.error_to_raise = TestError.new("test error")
+
+        error = assert_raises(TestError) do
+          provider.perform_operation
+        end
+
+        assert_equal "test error", error.message
+        assert_equal 1, provider.call_count
+      end
+
+      test "calls exception handler when retries disabled" do
+        handler_called = false
+        handler = ->(e) { handler_called = true; "handled" }
+
+        provider = MockProvider.new(retries: false, exception_handler: handler)
+        provider.error_to_raise = TestError.new("test error")
+
+        result = provider.perform_operation
+
+        assert_equal "handled", result
+        assert handler_called
+      end
+
+      # Built-in retry tests (retries: true)
+      test "executes block successfully with built-in retries" do
+        provider = MockProvider.new(retries: true)
+        result = provider.perform_operation
+
+        assert_equal "success", result
+        assert_equal 1, provider.call_count
+      end
+
+      test "retries on configured exceptions with exponential backoff" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 2,
+          retries_on: [ TestError ]
+        )
+
+        # Track how many times we're called
+        call_count = 0
+
+        # Override error_to_raise to succeed on third attempt
+        provider.define_singleton_method(:perform_operation) do
+          retriable do
+            call_count += 1
+            if call_count < 3
+              raise TestError.new("attempt #{call_count}")
+            end
+            "success"
+          end
+        end
+
+        result = provider.perform_operation
+        assert_equal "success", result
+        assert_equal 3, call_count  # 1 initial + 2 retries
+      end
+
+      test "retries respect the maximum retry count" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: [ Net::ReadTimeout ]
+        )
+        provider.error_to_raise = Net::ReadTimeout.new
+
+        assert_raises(Net::ReadTimeout) do
+          provider.perform_operation
+        end
+
+        # 1 initial attempt + 3 retries = 4 total calls
+        assert_equal 4, provider.call_count
+      end
+
+      test "retries with exponential backoff delays" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: [ TestError ]
+        )
+
+        sleep_calls = []
+        provider.stub :sleep, ->(duration) { sleep_calls << duration } do
+          provider.error_to_raise = TestError.new("test")
+
+          assert_raises(TestError) do
+            provider.perform_operation
+          end
+        end
+
+        # Exponential backoff: 2^0=1, 2^1=2, 2^2=4
+        assert_equal [ 1, 2, 4 ], sleep_calls
+      end
+
+      test "does not retry on non-configured exceptions" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: [ Net::ReadTimeout ]
+        )
+        provider.error_to_raise = NonRetriableError.new("not retriable")
+
+        error = assert_raises(NonRetriableError) do
+          provider.perform_operation
+        end
+
+        assert_equal "not retriable", error.message
+        assert_equal 1, provider.call_count
+      end
+
+      test "calls exception handler after max retries exceeded" do
+        handler_called = false
+        handler_exception = nil
+        handler = ->(e) {
+          handler_called = true
+          handler_exception = e
+          "handled after retries"
+        }
+
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 2,
+          retries_on: [ TestError ],
+          exception_handler: handler
+        )
+        provider.error_to_raise = TestError.new("persistent error")
+
+        result = provider.perform_operation
+
+        assert_equal "handled after retries", result
+        assert handler_called
+        assert_instance_of TestError, handler_exception
+        assert_equal "persistent error", handler_exception.message
+        # 1 initial + 2 retries = 3 total
+        assert_equal 3, provider.call_count
+      end
+
+      test "succeeds on retry after initial failure" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: [ TestError ]
+        )
+
+        # Fail first time, succeed second time
+        call_count = 0
+        provider.define_singleton_method(:perform_operation) do
+          retriable do
+            call_count += 1
+            if call_count == 1
+              raise TestError.new("first attempt fails")
+            end
+            "success on retry"
+          end
+        end
+
+        result = provider.perform_operation
+        assert_equal "success on retry", result
+        assert_equal 2, call_count  # Failed once, succeeded on retry
+      end
+
+      # Custom retry strategy tests
+      test "executes custom retry strategy" do
+        custom_calls = []
+        custom_strategy = ->(block) {
+          custom_calls << :before
+          result = block.call
+          custom_calls << :after
+          result
+        }
+
+        provider = MockProvider.new(retries: custom_strategy)
+        result = provider.perform_operation
+
+        assert_equal "success", result
+        assert_equal [ :before, :after ], custom_calls
+      end
+
+      test "custom strategy receives wrapped block with error handling" do
+        handler_called = false
+        handler = ->(e) { handler_called = true; "handled in custom" }
+
+        custom_strategy = ->(block) {
+          block.call
+        }
+
+        provider = MockProvider.new(
+          retries: custom_strategy,
+          exception_handler: handler
+        )
+        provider.error_to_raise = TestError.new("custom error")
+
+        result = provider.perform_operation
+
+        assert_equal "handled in custom", result
+        assert handler_called
+      end
+
+      test "custom strategy can implement its own retry logic" do
+        attempt_count = 0
+        custom_strategy = ->(block) {
+          3.times do
+            attempt_count += 1
+            begin
+              return block.call
+            rescue TestError
+              # Retry on TestError
+              sleep(0.01) unless attempt_count >= 3
+            end
+          end
+          raise TestError.new("custom retries exhausted")
+        }
+
+        provider = MockProvider.new(retries: custom_strategy)
+
+        # Fail twice, succeed third time
+        call_count = 0
+        provider.define_singleton_method(:retriable_with_custom_retries) do |strategy, &block|
+          wrapped = proc {
+            call_count += 1
+            if call_count < 3
+              raise TestError.new("attempt #{call_count}")
+            end
+            "success on attempt 3"
+          }
+          strategy.call(wrapped)
+        end
+
+        result = provider.retriable { "ignored" }
+        assert_equal "success on attempt 3", result
+        assert_equal 3, call_count
+      end
+
+      # Exception handler tests
+      test "rescue_with_handler calls exception handler" do
+        handler_called = false
+        handler_exception = nil
+        handler = ->(e) {
+          handler_called = true
+          handler_exception = e
+          "handled"
+        }
+
+        provider = MockProvider.new(exception_handler: handler)
+        exception = TestError.new("test")
+
+        result = provider.rescue_with_handler(exception)
+
+        assert_equal "handled", result
+        assert handler_called
+        assert_equal exception, handler_exception
+      end
+
+      test "rescue_with_handler returns nil when no handler defined" do
+        provider = MockProvider.new
+        exception = TestError.new("test")
+
+        result = provider.rescue_with_handler(exception)
+
+        assert_nil result
+      end
+
+      # Integration tests
+      test "full flow with retries disabled and exception handler" do
+        logs = []
+        handler = ->(e) {
+          logs << "handled: #{e.message}"
+          nil
+        }
+
+        provider = MockProvider.new(
+          retries: false,
+          exception_handler: handler
+        )
+        provider.error_to_raise = TestError.new("integration test")
+
+        error = assert_raises(TestError) do
+          provider.perform_operation
+        end
+
+        assert_equal "integration test", error.message
+        assert_equal [ "handled: integration test" ], logs
+        assert_equal 1, provider.call_count
+      end
+
+      test "full flow with built-in retries and success on retry" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: [ Net::ReadTimeout ]
+        )
+
+        # Fail once, then succeed
+        call_count = 0
+        provider.define_singleton_method(:perform_operation) do
+          retriable do
+            call_count += 1
+            if call_count < 2
+              raise Net::ReadTimeout.new
+            end
+            "success on second attempt"
+          end
+        end
+
+        result = provider.perform_operation
+        assert_equal "success on second attempt", result
+        assert_equal 2, call_count  # Failed once, succeeded on second attempt
+      end
+
+      test "delegates to class methods for default values" do
+        ActiveAgent.configure do |config|
+          config.retries = false
+          config.retries_count = 10
+          config.retries_on = [ IOError ]
+        end
+
+        provider = MockProvider.new
+
+        assert_equal false, provider.retries
+        assert_equal 10, provider.retries_count
+        assert_includes provider.retries_on, IOError
+      end
+
+      test "instance configuration overrides class defaults" do
+        ActiveAgent.configure do |config|
+          config.retries = true
+          config.retries_count = 3
+        end
+
+        custom_strategy = ->(block) { block.call }
+        provider = MockProvider.new(
+          retries: custom_strategy,
+          retries_count: 5,
+          retries_on: [ TestError ]
+        )
+
+        assert_equal custom_strategy, provider.retries
+        assert_equal 5, provider.retries_count
+        assert_includes provider.retries_on, TestError
+      end
+
+      # Edge cases
+      test "handles zero retry count" do
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 0,
+          retries_on: [ TestError ]
+        )
+        provider.error_to_raise = TestError.new("no retries")
+
+        assert_raises(TestError) do
+          provider.perform_operation
+        end
+
+        # Only initial attempt, no retries
+        assert_equal 1, provider.call_count
+      end
+
+      test "handles empty retries_on array" do
+        # When retries_on is [], it still gets merged with default exceptions from config
+        # So we need to verify the merged behavior
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 3,
+          retries_on: []
+        )
+
+        # retries_on will contain default exceptions from Configuration::DEFAULTS[:retries_on]
+        assert_equal Configuration::DEFAULTS[:retries_on], provider.retries_on
+
+        # If we raise an exception that IS in the defaults, it will retry
+        provider.error_to_raise = Net::ReadTimeout.new
+
+        assert_raises(Net::ReadTimeout) do
+          provider.perform_operation
+        end
+
+        # 1 initial + 3 retries = 4 total (because Net::ReadTimeout is in defaults)
+        assert_equal 4, provider.call_count
+      end
+
+      test "exception handler can suppress error by returning value" do
+        handler = ->(e) { "fallback value" }
+
+        provider = MockProvider.new(
+          retries: true,
+          retries_count: 1,
+          retries_on: [ TestError ],
+          exception_handler: handler
+        )
+        provider.error_to_raise = TestError.new("suppressed")
+
+        result = provider.perform_operation
+
+        assert_equal "fallback value", result
+        # 1 initial + 1 retry = 2 total
+        assert_equal 2, provider.call_count
+      end
+
+      test "exception handler returning nil allows error to propagate" do
+        handler = ->(e) { nil }
+
+        provider = MockProvider.new(
+          retries: false,
+          exception_handler: handler
+        )
+        provider.error_to_raise = TestError.new("propagated")
+
+        error = assert_raises(TestError) do
+          provider.perform_operation
+        end
+
+        assert_equal "propagated", error.message
+      end
+
+      test "validates retry strategy configuration at initialization" do
+        # This test ensures invalid retry strategies are handled
+        # The current implementation accepts any value, but this could be enhanced
+        provider = MockProvider.new(retries: "invalid")
+
+        # Should store the value even if it's not valid
+        # (validation happens at runtime in retriable method)
+        assert_equal "invalid", provider.retries
+      end
+    end
+  end
+end
diff --git a/test/providers/log_subscriber_test.rb b/test/providers/log_subscriber_test.rb
new file mode 100644
index 00000000..5c3ccb8d
--- /dev/null
+++ b/test/providers/log_subscriber_test.rb
@@ -0,0 +1,173 @@
+# frozen_string_literal: true
+
+require "test_helper"
+
+class LogSubscriberTest < ActiveSupport::TestCase
+  setup do
+    @original_logger = ActiveAgent::Base.logger
+    @log_output = StringIO.new
+    ActiveAgent::Base.logger = Logger.new(@log_output)
+    ActiveAgent::Base.logger.level = Logger::DEBUG
+  end
+
+  teardown do
+    ActiveAgent::Base.logger = @original_logger
+  end
+
+  test "log subscriber is attached" do
+    assert ActiveSupport::LogSubscriber.log_subscribers.any? { it.is_a?(ActiveAgent::Providers::LogSubscriber) }
+  end
+
+  test "prompt_start event is logged" do
+    ActiveSupport::Notifications.instrument("prompt_start.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-123")
+
+    assert_match(/Starting prompt request/, @log_output.string)
+    assert_match(/OpenAI/, @log_output.string)
+    assert_match(/test-123/, @log_output.string)
+  end
+
+  test "embed_start event is logged" do
+    ActiveSupport::Notifications.instrument("embed_start.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-456")
+
+    assert_match(/Starting embed request/, @log_output.string)
+    assert_match(/OpenAI/, @log_output.string)
+  end
+
+  test "request_prepared event is logged" do
+    ActiveSupport::Notifications.instrument("request_prepared.provider.active_agent",
+                                           provider: "Anthropic",
+                                           provider_module: "Anthropic",
+                                           trace_id: "test-789",
+                                           message_count: 5)
+
+    assert_match(/Prepared request with 5 message/, @log_output.string)
+    assert_match(/Anthropic/, @log_output.string)
+  end
+
+  test "api_call event is logged with duration" do
+    ActiveSupport::Notifications.instrument("api_call.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-api",
+                                           streaming: true) do
+      sleep 0.01 # Simulate some work
+    end
+
+    assert_match(/API call completed in \d+\.\d+ms/, @log_output.string)
+    assert_match(/streaming: true/, @log_output.string)
+  end
+
+  test "stream_open event is logged" do
+    ActiveSupport::Notifications.instrument("stream_open.provider.active_agent",
+                                           provider: "Anthropic",
+                                           provider_module: "Anthropic",
+                                           trace_id: "test-stream")
+
+    assert_match(/Opening stream/, @log_output.string)
+  end
+
+  test "stream_close event is logged" do
+    ActiveSupport::Notifications.instrument("stream_close.provider.active_agent",
+                                           provider: "Anthropic",
+                                           provider_module: "Anthropic",
+                                           trace_id: "test-stream")
+
+    assert_match(/Closing stream/, @log_output.string)
+  end
+
+  test "messages_extracted event is logged" do
+    ActiveSupport::Notifications.instrument("messages_extracted.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-msg",
+                                           message_count: 3)
+
+    assert_match(/Extracted 3 message/, @log_output.string)
+  end
+
+  test "tool_calls_processing event is logged" do
+    ActiveSupport::Notifications.instrument("tool_calls_processing.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-tool",
+                                           tool_count: 2)
+
+    assert_match(/Processing 2 tool call/, @log_output.string)
+  end
+
+  test "multi_turn_continue event is logged" do
+    ActiveSupport::Notifications.instrument("multi_turn_continue.provider.active_agent",
+                                           provider: "Anthropic",
+                                           provider_module: "Anthropic",
+                                           trace_id: "test-turn")
+
+    assert_match(/Continuing multi-turn conversation/, @log_output.string)
+  end
+
+  test "prompt_complete event is logged with duration" do
+    ActiveSupport::Notifications.instrument("prompt_complete.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-complete",
+                                           message_count: 4) do
+      sleep 0.01 # Simulate some work
+    end
+
+    assert_match(/Prompt completed with 4 message/, @log_output.string)
+    assert_match(/total: \d+\.\d+ms/, @log_output.string)
+  end
+
+  test "retry_attempt event is logged" do
+    ActiveSupport::Notifications.instrument("retry_attempt.provider.active_agent",
+                                           provider_module: "OpenAI",
+                                           attempt: 2,
+                                           max_retries: 3,
+                                           exception: "TimeoutError",
+                                           backoff_time: 2.5)
+
+    assert_match(/Attempt 2\/3 failed with TimeoutError/, @log_output.string)
+    assert_match(/retrying in 2.5s/, @log_output.string)
+  end
+
+  test "retry_exhausted event is logged" do
+    ActiveSupport::Notifications.instrument("retry_exhausted.provider.active_agent",
+                                           provider_module: "OpenAI",
+                                           max_retries: 3,
+                                           exception: "SocketError")
+
+    assert_match(/Max retries \(3\) exceeded/, @log_output.string)
+    assert_match(/SocketError/, @log_output.string)
+  end
+
+  test "logs nothing when logger level is above debug" do
+    ActiveAgent::Base.logger.level = Logger::INFO
+
+    ActiveSupport::Notifications.instrument("prompt_start.provider.active_agent",
+                                           provider: "OpenAI",
+                                           provider_module: "OpenAI",
+                                           trace_id: "test-level")
+
+    assert_empty @log_output.string
+  end
+
+  test "custom subscriber can be attached" do
+    events = []
+    custom_subscriber = ->(event) { events << event }
+
+    subscription = ActiveSupport::Notifications.subscribe("prompt_start.provider.active_agent", custom_subscriber)
+
+    ActiveSupport::Notifications.instrument("prompt_start.provider.active_agent", provider: "Test")
+
+    assert_equal 1, events.size
+    assert_equal "prompt_start.provider.active_agent", events.first.name
+    assert_equal "Test", events.first.payload[:provider]
+  ensure
+    ActiveSupport::Notifications.unsubscribe(subscription) if subscription
+  end
+end
diff --git a/test/providers/mock_provider_test.rb b/test/providers/mock_provider_test.rb
new file mode 100644
index 00000000..d4e68806
--- /dev/null
+++ b/test/providers/mock_provider_test.rb
@@ -0,0 +1,186 @@
+# frozen_string_literal: true
+
+require "test_helper"
+require_relative "../../lib/active_agent/providers/mock_provider"
+
+class MockProviderTest < ActiveSupport::TestCase
+  setup do
+    @provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        { role: "user", content: "Hello world" }
+      ]
+    )
+  end
+
+  test "service_name returns Mock" do
+    assert_equal "Mock", @provider.service_name
+  end
+
+  test "converts simple message to pig latin" do
+    response = @provider.prompt
+
+    assert_not_nil response
+    assert response.messages.size >= 1
+
+    message = response.messages.last # Get the assistant's response
+    assert_equal "assistant", message.role
+
+    # "Hello world" -> "Ellohay orldway"
+    content = message.content
+    assert_includes content.downcase, "ellohay"
+    assert_includes content.downcase, "orldway"
+  end
+
+  test "handles embedding requests" do
+    embed_provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      input: "test text"
+    )
+
+    response = embed_provider.embed
+
+    assert_not_nil response
+    assert_not_nil response.data
+    assert_equal 1, response.data.size
+
+    embedding = response.data.first
+    assert_equal "embedding", embedding[:object]
+    assert_equal 1536, embedding[:embedding].size
+
+    # Verify it's a normalized vector (magnitude should be close to 1)
+    magnitude = Math.sqrt(embedding[:embedding].sum { |v| v ** 2 })
+    assert_in_delta 1.0, magnitude, 0.001
+  end
+
+  test "handles multiple embeddings" do
+    embed_provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      input: [ "first text", "second text" ]
+    )
+
+    response = embed_provider.embed
+
+    assert_equal 2, response.data.size
+    assert_equal 0, response.data[0][:index]
+    assert_equal 1, response.data[1][:index]
+  end
+
+  test "handles custom embedding dimensions" do
+    embed_provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      input: "test",
+      dimensions: 768
+    )
+
+    response = embed_provider.embed
+    assert_equal 768, response.data.first[:embedding].size
+  end
+
+  test "pig latin conversion - vowel start" do
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        { role: "user", content: "apple" }
+      ]
+    )
+
+    response = provider.prompt
+    content = response.messages.last.content # Get assistant response
+    assert_equal "appleway", content
+  end
+
+  test "pig latin conversion - consonant start" do
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        { role: "user", content: "hello" }
+      ]
+    )
+
+    response = provider.prompt
+    content = response.messages.last.content # Get assistant response
+    assert_equal "ellohay", content
+  end
+
+  test "pig latin conversion - preserves capitalization" do
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        { role: "user", content: "Hello" }
+      ]
+    )
+
+    response = provider.prompt
+    content = response.messages.last.content # Get assistant response
+    assert_equal "Ellohay", content
+  end
+
+  test "pig latin conversion - handles punctuation" do
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        { role: "user", content: "Hello, world!" }
+      ]
+    )
+
+    response = provider.prompt
+    content = response.messages.last.content # Get assistant response
+    assert_includes content, "Ellohay"
+    assert_includes content, ","
+    assert_includes content.downcase, "orldway"
+    assert_includes content, "!"
+  end
+
+  test "handles array content messages" do
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [
+        {
+          role: "user",
+          content: [
+            { type: "text", text: "Hello" },
+            { type: "text", text: "world" }
+          ]
+        }
+      ]
+    )
+
+    response = provider.prompt
+    content = response.messages.last.content # Get assistant response
+    assert_includes content.downcase, "ellohay"
+    assert_includes content.downcase, "orldway"
+  end
+
+  test "handles streaming" do
+    stream_events = []
+
+    provider = ActiveAgent::Providers::MockProvider.new(
+      service: "Mock",
+      messages: [ { role: "user", content: "hello" } ],
+      stream: true,
+      stream_broadcaster: ->(message, delta, event_type) {
+        stream_events << { message: message, delta: delta, type: event_type }
+      }
+    )
+
+    provider.prompt
+
+    # Should have open, update(s), and close events
+    assert stream_events.any? { |e| e[:type] == :open }
+    assert stream_events.any? { |e| e[:type] == :update }
+    assert stream_events.any? { |e| e[:type] == :close }
+  end
+
+  test "returns appropriate response structure" do
+    response = @provider.prompt
+
+    assert_not_nil response.raw_request
+    assert_not_nil response.raw_response
+    assert response.messages.size >= 1
+
+    message = response.messages.last # Get the assistant response
+    assert_equal "assistant", message.role
+    assert message.content.is_a?(String)
+  end
+end
diff --git a/test/schema_generator_test.rb b/test/schema_generator_test.rb
index 4409a4df..1452c665 100644
--- a/test/schema_generator_test.rb
+++ b/test/schema_generator_test.rb
@@ -17,14 +17,14 @@ class TestUser
     include ActiveModel::Validations
     include ActiveAgent::SchemaGenerator
 
-    attribute :name, :string
-    attribute :email, :string
-    attribute :age, :integer
+    attribute :name,   :string
+    attribute :email,  :string
+    attribute :age,    :integer
     attribute :active, :boolean
 
-    validates :name, presence: true, length: { minimum: 2, maximum: 100 }
+    validates :name,  presence: true, length: { minimum: 2, maximum: 100 }
     validates :email, presence: true, format: { with: URI::MailTo::EMAIL_REGEXP }
-    validates :age, numericality: { greater_than_or_equal_to: 18 }
+    validates :age,   numericality: { greater_than_or_equal_to: 18 }
   end
   # endregion basic_user_model
 
@@ -35,15 +35,15 @@ class TestBlogPost
     include ActiveModel::Validations
     include ActiveAgent::SchemaGenerator
 
-    attribute :title, :string
-    attribute :content, :string
+    attribute :title,        :string
+    attribute :content,      :string
     attribute :published_at, :datetime
-    attribute :tags, :string
-    attribute :status, :string
+    attribute :tags,         :string
+    attribute :status,       :string
 
-    validates :title, presence: true, length: { maximum: 200 }
+    validates :title,   presence: true, length: { maximum: 200 }
     validates :content, presence: true
-    validates :status, inclusion: { in: [ "draft", "published", "archived" ] }
+    validates :status,  inclusion: { in: [ "draft", "published", "archived" ] }
   end
   # endregion blog_post_model
 
@@ -53,15 +53,15 @@ class TestBlogPost
     # endregion basic_schema_generation
 
     assert_equal "object", schema[:type]
-    assert schema[:properties].key?("name")
-    assert schema[:properties].key?("email")
-    assert schema[:properties].key?("age")
-    assert schema[:properties].key?("active")
+    assert schema[:properties].key?(:name)
+    assert schema[:properties].key?(:email)
+    assert schema[:properties].key?(:age)
+    assert schema[:properties].key?(:active)
 
-    assert_equal "string", schema[:properties]["name"][:type]
-    assert_equal "string", schema[:properties]["email"][:type]
-    assert_equal "integer", schema[:properties]["age"][:type]
-    assert_equal "boolean", schema[:properties]["active"][:type]
+    assert_equal "string", schema[:properties][:name][:type]
+    assert_equal "string", schema[:properties][:email][:type]
+    assert_equal "integer", schema[:properties][:age][:type]
+    assert_equal "boolean", schema[:properties][:active][:type]
 
     doc_example_output(schema)
   end
@@ -71,12 +71,12 @@ class TestBlogPost
     schema = TestUser.to_json_schema
     # endregion schema_with_validations
 
-    assert schema[:required].include?("name")
-    assert schema[:required].include?("email")
-    assert_equal 2, schema[:properties]["name"][:minLength]
-    assert_equal 100, schema[:properties]["name"][:maxLength]
-    assert_equal "email", schema[:properties]["email"][:format]
-    assert_equal 18, schema[:properties]["age"][:minimum]
+    assert schema[:required].include?(:name)
+    assert schema[:required].include?(:email)
+    assert_equal 2, schema[:properties][:name][:minLength]
+    assert_equal 100, schema[:properties][:name][:maxLength]
+    assert_equal "email", schema[:properties][:email][:format]
+    assert_equal 18, schema[:properties][:age][:minimum]
 
     doc_example_output(schema)
   end
@@ -89,8 +89,8 @@ class TestBlogPost
     assert_equal "blog_post_schema", schema[:name]
     assert schema[:strict]
     assert_equal "object", schema[:schema][:type]
-    assert schema[:schema][:properties].key?("title")
-    assert schema[:schema][:properties].key?("content")
+    assert schema[:schema][:properties].key?(:title)
+    assert schema[:schema][:properties].key?(:content)
     # In strict mode, all properties should be required
     assert_equal schema[:schema][:properties].keys.sort, schema[:schema][:required].sort
 
@@ -102,11 +102,11 @@ class TestBlogPost
     schema = TestBlogPost.to_json_schema(exclude: [ :tags, :published_at ])
     # endregion schema_with_exclusions
 
-    assert schema[:properties].key?("title")
-    assert schema[:properties].key?("content")
-    assert schema[:properties].key?("status")
-    assert_not schema[:properties].key?("tags")
-    assert_not schema[:properties].key?("published_at")
+    assert schema[:properties].key?(:title)
+    assert schema[:properties].key?(:content)
+    assert schema[:properties].key?(:status)
+    assert_not schema[:properties].key?(:tags)
+    assert_not schema[:properties].key?(:published_at)
 
     doc_example_output(schema)
   end
@@ -116,7 +116,7 @@ class TestBlogPost
     schema = TestBlogPost.to_json_schema
     # endregion schema_with_enums
 
-    assert_equal [ "draft", "published", "archived" ], schema[:properties]["status"][:enum]
+    assert_equal [ "draft", "published", "archived" ], schema[:properties][:status][:enum]
 
     doc_example_output(schema)
   end
@@ -127,7 +127,13 @@ class TestBlogPost
     user_schema = TestUser.to_json_schema(strict: true, name: "user_extraction")
 
     # In actual usage, the agent would use the hash directly:
-    # prompt(output_schema: user_schema)
+    # prompt(
+    #   message: "Extract user data",
+    #   response_format: {
+    #     type: "json_schema",
+    #     json_schema: user_schema
+    #   }
+    # )
     # endregion agent_using_schema
 
     assert user_schema.is_a?(Hash)
@@ -144,21 +150,21 @@ class TestBlogPost
     # endregion activerecord_schema_generation
 
     assert_equal "object", schema[:type]
-    assert schema[:properties].key?("name")
-    assert schema[:properties].key?("email")
-    assert schema[:properties].key?("age")
-    assert schema[:properties].key?("role")
-    assert schema[:properties].key?("active")
+    assert schema[:properties].key?(:name)
+    assert schema[:properties].key?(:email)
+    assert schema[:properties].key?(:age)
+    assert schema[:properties].key?(:role)
+    assert schema[:properties].key?(:active)
 
     # Check column types are properly mapped
-    assert_equal "string", schema[:properties]["name"][:type]
-    assert_equal "string", schema[:properties]["email"][:type]
-    assert_equal "integer", schema[:properties]["age"][:type]
-    assert_equal "boolean", schema[:properties]["active"][:type]
+    assert_equal "string", schema[:properties][:name][:type]
+    assert_equal "string", schema[:properties][:email][:type]
+    assert_equal "integer", schema[:properties][:age][:type]
+    assert_equal "boolean", schema[:properties][:active][:type]
 
     # Check required fields (non-nullable columns)
-    assert schema[:required].include?("name")
-    assert schema[:required].include?("email")
+    assert schema[:required].include?(:name)
+    assert schema[:required].include?(:email)
 
     doc_example_output(schema)
   end
@@ -168,10 +174,10 @@ class TestBlogPost
     schema = User.to_json_schema(include_associations: true)
     # endregion activerecord_schema_with_associations
 
-    assert schema[:properties].key?("posts")
-    assert schema[:properties].key?("profile")
-    assert_equal "array", schema[:properties]["posts"][:type]
-    assert schema[:properties]["posts"][:items].key?(:"$ref")
+    assert schema[:properties].key?(:posts)
+    assert schema[:properties].key?(:profile)
+    assert_equal "array", schema[:properties][:posts][:type]
+    assert schema[:properties][:posts][:items].key?(:"$ref")
 
     doc_example_output(schema)
   end
diff --git a/test/test_helper.rb b/test/test_helper.rb
index e1a86c9e..c6a82463 100644
--- a/test/test_helper.rb
+++ b/test/test_helper.rb
@@ -3,6 +3,9 @@
 
 begin
   require "debug"
+  require "pry"
+  require "pry-doc"
+  require "pry-byebug"
 rescue LoadError
 end
 
@@ -11,6 +14,7 @@
 ActiveRecord::Migrator.migrations_paths = [ File.expand_path("../test/dummy/db/migrate", __dir__) ]
 require "rails/test_help"
 require "vcr"
+require "webmock/minitest"
 require "minitest/mock"
 
 # Extract full path and relative path from caller_info
@@ -86,7 +90,7 @@ def doc_example_output(example = nil, test_name = nil)
     content << "```"
   else
     content << "```ruby"
-    content << ActiveAgent.sanitize_credentials(example.to_s)
+    content << example.to_s
     content << "```"
   end
 
@@ -97,9 +101,11 @@ def doc_example_output(example = nil, test_name = nil)
   config.cassette_library_dir = "test/fixtures/vcr_cassettes"
   config.hook_into :webmock
 
-  ActiveAgent.sanitizers.each do |secret, placeholder|
-    config.filter_sensitive_data(placeholder) { secret }
-  end
+  config.filter_sensitive_data("ACCESS_TOKEN")    { ENV["OPEN_AI_ACCESS_TOKEN"] }
+  config.filter_sensitive_data("ORGANIZATION_ID") { ENV["OPEN_AI_ORGANIZATION_ID"] }
+  config.filter_sensitive_data("PROJECT_ID")      { ENV["OPEN_AI_PROJECT_ID"] }
+  config.filter_sensitive_data("ACCESS_TOKEN")    { ENV["OPEN_ROUTER_ACCESS_TOKEN"] }
+  config.filter_sensitive_data("ACCESS_TOKEN")    { ENV["ANTHROPIC_ACCESS_TOKEN"] }
 end
 
 # Load fixtures from the engine
@@ -115,7 +121,7 @@ class ActiveAgentTestCase < ActiveSupport::TestCase
   def setup
     super
     # Store original configuration
-    @original_config = ActiveAgent.config.dup if ActiveAgent.config
+    @original_config = ActiveAgent.configuration.dup if ActiveAgent.configuration
     @original_rails_env = ENV["RAILS_ENV"]
     # Ensure we're in test environment
     ENV["RAILS_ENV"] = "test"
@@ -124,20 +130,20 @@ def setup
   def teardown
     super
     # Restore original configuration
-    ActiveAgent.instance_variable_set(:@config, @original_config) if @original_config
+    ActiveAgent.instance_variable_set(:@configuration, @original_config) if @original_config
     ENV["RAILS_ENV"] = @original_rails_env
     # Reload default configuration
     config_file = Rails.root.join("config/active_agent.yml")
-    ActiveAgent.load_configuration(config_file) if File.exist?(config_file)
+    ActiveAgent.configuration_load(config_file) if File.exist?(config_file)
   end
 
   # Helper method to temporarily set configuration
   def with_active_agent_config(config)
-    old_config = ActiveAgent.config
-    ActiveAgent.instance_variable_set(:@config, config)
+    old_config = ActiveAgent.configuration
+    ActiveAgent.instance_variable_set(:@configuration, config)
     yield
   ensure
-    ActiveAgent.instance_variable_set(:@config, old_config)
+    ActiveAgent.instance_variable_set(:@configuration, old_config)
   end
 end
 
@@ -179,7 +185,7 @@ def has_openrouter_credentials?
 
   def has_ollama_credentials?
     # Ollama typically runs locally, so check if it's accessible
-    config = ActiveAgent.config.dig("ollama") || {}
+    config = ActiveAgent.configuration.dig("ollama") || {}
     host = config["host"] || "http://localhost:11434"
 
     # For test purposes, we assume Ollama is available if configured
diff --git a/test/tool_configuration_test.rb b/test/tool_configuration_test.rb
deleted file mode 100644
index 2ac877dd..00000000
--- a/test/tool_configuration_test.rb
+++ /dev/null
@@ -1,89 +0,0 @@
-require "test_helper"
-
-class ToolConfigurationTest < ActiveSupport::TestCase
-  # region tool_implementation_example
-  class ToolExampleAgent < ApplicationAgent
-    def get_weather
-      # Tool implementation
-      {
-        temperature: 72,
-        condition: "Sunny",
-        location: params[:location] || "New York"
-      }
-    end
-
-    def search_products
-      # Another tool implementation
-      query = params[:query]
-      [
-        { name: "Product A", price: 29.99 },
-        { name: "Product B", price: 39.99 }
-      ]
-    end
-  end
-  # endregion tool_implementation_example
-
-  # region tool_configuration_example
-  class ConfiguredToolAgent < ApplicationAgent
-    def analyze_with_tools
-      prompt.tools = [
-        {
-          name: "get_weather",
-          description: "Get current weather for a location",
-          parameters: {
-            type: "object",
-            properties: {
-              location: {
-                type: "string",
-                description: "City name"
-              }
-            },
-            required: [ "location" ]
-          }
-        },
-        {
-          name: "search_products",
-          description: "Search for products",
-          parameters: {
-            type: "object",
-            properties: {
-              query: {
-                type: "string",
-                description: "Search query"
-              }
-            },
-            required: [ "query" ]
-          }
-        }
-      ]
-      prompt
-    end
-  end
-  # endregion tool_configuration_example
-
-  test "tool implementation returns expected data" do
-    agent = ToolExampleAgent.new
-    weather = agent.get_weather
-
-    assert_equal 72, weather[:temperature]
-    assert_equal "Sunny", weather[:condition]
-    assert_equal "New York", weather[:location]
-  end
-
-  test "tool configuration sets tools correctly" do
-    agent = ConfiguredToolAgent.new
-    agent.params = { message: "Test tools" }
-
-    # The analyze_with_tools method configures tools on the prompt
-    # We'll test that the method exists and can be called
-    assert_respond_to agent, :analyze_with_tools
-
-    # For documentation purposes, show tool configuration
-    # The actual prompt.tools would be set when called
-    expected_tools = [
-      { name: "get_weather", description: "Get current weather for a location" },
-      { name: "search_products", description: "Search for products" }
-    ]
-    assert_equal 2, expected_tools.length
-  end
-end