Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.
AG2 is an open-source framework that simplifies the creation of complex multi-agent conversation systems. It enables developers to define specialized agents with specific roles and capabilities, and orchestrate their interactions to achieve collective goals. AG2 leverages advanced LLMs like GPT-4 while addressing their limitations through integration with humans and tools
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Customizable and conversable agents
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Automated agent-to-agent communication
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Human-in-the-loop integration
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Tool integration for enhanced capabilities
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Real-time knowledge graph support (via FalkorDB integration)
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Swarm-based agent orchestration
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Solving complex math problems
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Automated coding and debugging
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Question answering systems
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Decision-making in text-based environments
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Supply chain optimization
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Trip planning with context-aware recommendations