Awesome Ai Agents

Awesome AI Agents [](https://awesome.re)

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A curated list of AI agent frameworks, tools, platforms, and resources for building autonomous and semi-autonomous AI systems.

AI agents are systems that use LLMs to reason, plan, and take actions autonomously. This list covers everything from frameworks to production deployment tools.

**Contributions welcome!** Read the [contribution guidelines](CONTRIBUTING.md) first.

Contents

• Frameworks
• Orchestration
• Agent Platforms
• Tool Use & Function Calling
• Memory & State
• RAG (Retrieval-Augmented Generation)
• Testing & Evaluation
• Monitoring & Observability
• Deployment
• Research Papers
• Tutorials & Courses
• Community

Frameworks

Multi-agent and single-agent frameworks for building AI systems.

Multi-Agent

• LangGraph - Build stateful, multi-actor applications with LLMs. By LangChain.
• CrewAI - Framework for orchestrating role-playing AI agents.
• AutoGen - Multi-agent conversation framework by Microsoft.
• Swarm - Lightweight multi-agent orchestration by OpenAI.
• Camel - Communicative agents for large-scale exploration.
• MetaGPT - Multi-agent framework that mimics a software company.
• Agency Swarm - Agent orchestration