AG2
Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.
- Pricing
- Free
- Category
- AI Agents Frameworks
- Access
- Closed Source
- Industry
- Horizontal
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
AG2 alternatives
Other ai agents frameworks agents worth comparing.
▲ 51Free
FastAgency
The fastest way to bring multi-agent workflows to production.
▲ 47Free
CrewAI
Platform for Multi AI Agents System for complex task execution.
▲ 31Free
Bee Agent Framework
Open-source framework for building, deploying, and serving powerful agentic workflows at scale
▲ 22Free
Agno
Build AI agents with Python using a powerful and flexible framework.
▲ 21Paid
Vic SEO Specialist
Automated SEO audits and AI visibility checks for website owners.
▲ 19Free
AutoGen
An Open-Source Programming Framework for Agentic AI