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AG2

Open-source framework for building AI agents and multi-agent cooperation.

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What is AG2?

AG2 is open-source framework for building AI agents and multi-agent cooperation.

About

AG2 is an open-source programming framework designed for developing AI agents and facilitating their collaboration to solve tasks. It supports various large language models (LLMs) and offers features for both autonomous and human-in-the-loop workflows, making it suitable for researchers and developers interested in agentic AI. Key capabilities include multi-agent conversation patterns and tool use support.

Strengths

  • Fully open-sourced and community-driven.
  • Supports multiple LLMs and tool integrations.
  • Facilitates complex multi-agent interactions.
  • Comprehensive documentation and examples available.
  • Active community for support and collaboration.

Limitations

  • Requires Python 3.10 to 3.13, limiting compatibility.
  • May have a steep learning curve for new users.
  • Still evolving, which may lead to occasional instability.

Use Cases

Building conversational AI agents that interact with users.Creating multi-agent systems for collaborative problem-solving.Integrating various LLMs for enhanced agent capabilities.Implementing human-in-the-loop workflows for AI assistance.Developing educational tools using orchestrated agents.

Integrations

OpenAI APIPythonJupyter Notebooks