AG2

Free

Closed Source

AI Agents Frameworks

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Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.

https://ag2.ai/

Published 2025/03/21

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Agent Details

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

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