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AG2 (formerly AutoGen) is a powerful open-source framework for building AI agents and enabling multi-agent collaboration to solve complex tasks. It supports various LLMs, tool use, autonomous and human-in-the-loop workflows, and flexible multi-agent conversation patterns.