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any-agent

by mozilla-ai/any-agent

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A single interface to use and evaluate different agent frameworks

pythonintegrationAPI Integration

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any-agent

Docs Tests Python 3.11+

A single interface to use and evaluate different agent frameworks.

Documentation

Supported Frameworks

Google ADK LangChain LlamaIndex OpenAI Agents Smolagents TinyAgents Agno AI

Planned for Support (Contributions Welcome!)

Open Github tickets for new frameworks

Requirements

  • Python 3.11 or newer

Quickstart

Refer to pyproject.toml for a list of the options available. Update your pip install command to include the frameworks that you plan on using:

pip install 'any-agent'

To define any agent system you will always use the same imports:

from any_agent import AgentConfig, AnyAgent

For this example we use a model hosted by openai, but you may need to set the relevant API key for whichever provider being used. See our Model docs for more information about using different models.

export OPENAI_API_KEY="YOUR_KEY_HERE"  # or MISTRAL_API_KEY, etc
from any_agent.tools import search_web, visit_webpage

agent = AnyAgent.create(
    "tinyagent",  # See all options in https://mozilla-ai.github.io/any-agent/
    AgentConfig(
        model_id="gpt-4.1-nano",
        instructions="Use the tools to find an answer",
        tools=[search_web, visit_webpage]
    )
)

agent_trace = agent.run("Which Agent Framework is the best??")
print(agent_trace)

[!TIP] Multi-agent can be implemented today using the A2A protocol (see A2A docs) and will be also supported with Agent-As-Tools (follow progress at https://github.com/mozilla-ai/any-agent/issues/382)

Cookbooks

Get started quickly with these practical examples:

Contributions

The AI agent space is moving fast! If you see a new agentic framework that AnyAgent doesn't yet support, we would love for you to create a Github issue. We also welcome your support in development of additional features or functionality.

Running in Jupyter Notebook

If running in Jupyter Notebook you will need to add the following two lines before running AnyAgent, otherwise you may see the error RuntimeError: This event loop is already running. This is a known limitation of Jupyter Notebooks, see Github Issue

import nest_asyncio
nest_asyncio.apply()

Install

No configuration available
For more configuration details, refer to the content on the left

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