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AutoGen is an open-source framework that allows developers to build LLMapplications via multiple agents that can converse with each other toaccomplish tasks. AutoGen agents are customizable, conversable, and can operatein various modes that employ combinations of LLMs, human inputs, and tools.Using AutoGen, developers can also flexibly define agent interaction behaviors.Both natural language and computer code can be used to program flexibleconversation patterns for different applications. AutoGen serves as a genericinfrastructure to build diverse applications of various complexities and LLMcapacities. Empirical studies demonstrate the effectiveness of the framework inmany example applications, with domains ranging from mathematics, coding,question answering, operations research, online decision-making, entertainment,etc.

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation