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Update Overview documentation (#912)
- Added information about functional agents. - JetBrains is now explicitly mentioned in the framework description. --- ## Motivation and Context <!-- Why is this change needed? What problem does it solve? --> ## Breaking Changes <!-- Will users need to update their code or configurations? --> --- #### Type of the changes - [ ] New feature (non-breaking change which adds functionality) - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] Breaking change (fix or feature that would cause existing functionality to change) - [x] Documentation update - [ ] Tests improvement - [ ] Refactoring #### Checklist - [ ] The pull request has a description of the proposed change - [ ] I read the [Contributing Guidelines](https://github.com/JetBrains/koog/blob/main/CONTRIBUTING.md) before opening the pull request - [ ] The pull request uses **`develop`** as the base branch - [ ] Tests for the changes have been added - [ ] All new and existing tests passed ##### Additional steps for pull requests adding a new feature - [ ] An issue describing the proposed change exists - [ ] The pull request includes a link to the issue - [ ] The change was discussed and approved in the issue - [ ] Docs have been added / updated
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docs/docs/index.md

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# Overview
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Koog is a Kotlin-based framework designed to build and run AI agents entirely in idiomatic Kotlin.
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Koog is an open-source JetBrains framework designed to build and run AI agents entirely in idiomatic Kotlin.
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It lets you create agents that can interact with tools, handle complex workflows, and communicate with users.
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The framework supports the following types of agents:
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* Single-run agents with minimal configuration that process a single input and provide a response.
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An agent of this type operates within a single cycle of tool-calling to complete its task and provide a response.
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* Functional agents with lightweight, customizable logic defined by a lambda function to handle user input, interact with an LLM, call tools, and produce a final output.
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* Complex workflow agents with advanced capabilities that support custom strategies and configurations.
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## Key features

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