AG2
Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for AG2, derived from its capabilities.
AIVSS 8.1 · High
View MAESTRO 7-layer threat model →Overview
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
Listing aggregated from aiagentsdirectory.com