Agent prototyping Using model on huggingface and ADK on kaggel

[BEK333]

Hello there
Is there any way I can prototyping an agent on kaggle using ai models from huggingface and ADK ?
If yes can you walk me through or some code snippets will do

[adk-bot]

Response from ADK Answering Agent (experimental, answer may be inaccurate)

TLDR: Yes, you can use ADK with models from Hugging Face. While there's no specific guide for Kaggle, ADK is a standard Python library, so it should work in any environment where you can install packages via pip.

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Hello! I'm a bot that can answer questions about ADK.

Using ADK with Hugging Face Models

ADK is model-agnostic and supports integrating various LLMs. [1] You can connect your ADK agent to the Hugging Face Hub by using the MCPToolset. [2]

Here's a code snippet on how you can configure it:

from adk.tools.mcp import get_mcp_toolset

# Connect to a remote MCP server and Hugging Face Hub
mcp_tools = get_mcp_toolset(
    mcp_server_url="<your_mcp_server_url>",
    hugging_face_api_key="<your_hugging_face_api_key>"
)

You can find more details in the official documentation. [2]

Using ADK on Kaggle

ADK can be installed as a Python package via pip. [3] If your Kaggle environment allows you to install custom packages, you should be able to set up ADK by following the standard installation instructions.

You can get started by following the installation guide. [3]

I hope this helps you get started with your project!

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[1] https://google.github.io/adk-docs/agents/models/
[2] https://google.github.io/adk-docs/tools/third-party/hugging-face/
[3] https://google.github.io/adk-docs/get-started/installation/