AutoGen

AutoGen is an open-source framework developed by Microsoft for building and orchestrating multi-agent AI systems, enabling developers to create applications where multiple AI agents collaborate to solve complex tasks. It provides tools for defining agents with specialized roles, managing conversations between them, and integrating with large language models (LLMs) like GPT-4. The framework simplifies the development of AI workflows by automating agent interactions and supporting customizable behaviors.

Also known as: Auto-Gen, Autogen, Microsoft AutoGen, Multi-Agent Framework, AG

🧊Why learn AutoGen?

Developers should learn AutoGen when building AI-powered applications that require multi-agent collaboration, such as automated coding assistants, customer support systems, or data analysis pipelines. It is particularly useful for scenarios where tasks benefit from decomposition into subtasks handled by specialized agents, improving efficiency and scalability in AI solutions. Use cases include automating software development workflows, enhancing chatbot systems with multi-turn dialogues, and creating intelligent tutoring systems.

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Learning Resources

AutoGen Documentation

AutoGen GitHub Repository

Building Multi-Agent Systems with AutoGen (Microsoft Learn)

AutoGen Tutorial: Multi-Agent Conversation Framework

Hands-On AutoGen: A Practical Guide to Multi-Agent AI

Related Tools

Large Language Models Multi Agent Systems Python Ai Orchestration Openai Api

Alternatives to AutoGen

Langchain Crewai Haystack

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