AutoGen

AutoGen is an open-source framework by Microsoft for creating multi-agent conversation systems where multiple AI agents collaborate to solve complex tasks. It enables developers to build applications that leverage the collective intelligence of specialized agents, each with distinct roles and capabilities, to achieve goals through structured dialogues. Core capabilities include flexible agent orchestration, task decomposition, code generation and execution, human-in-the-loop integration, and support for various LLM backends. AutoGen is ideal for researchers, developers, and enterprises looking to prototype and deploy sophisticated AI workflows, automate multi-step processes, or explore multi-agent coordination in areas like data analysis, decision support, and software development.