AG2

What is AG2?

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

Key features

• Customizable and conversable agents
• Automated agent-to-agent communication
• Human-in-the-loop integration
• Tool integration for enhanced capabilities
• Real-time knowledge graph support (via FalkorDB integration)
• Swarm-based agent orchestration

Use cases

• Solving complex math problems
• Automated coding and debugging
• Question answering systems
• Decision-making in text-based environments
• Supply chain optimization
• Trip planning with context-aware recommendations