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Best AI agent frameworks

Frameworks and orchestrators for building multi-step and multi-agent systems.

Read the agent frameworks guide

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1LangChain

Open-source LLM application framework — chains, agents, RAG, and 700+ integrations with 127K GitHub stars

LLM FrameworksFreeVisit
2LlamaIndex

Python RAG framework — connect LLMs to 160+ data sources with production-grade retrieval pipelines

LLM FrameworksFreeVisit
3CrewAI

Python framework for orchestrating role-playing multi-agent AI teams

AgentsFreeVisit
4AutoGen

Microsoft's open-source framework for conversational multi-agent AI systems

AgentsFreeVisit
5Semantic Kernel

Microsoft's open-source SDK for AI orchestration — plugins, agents, and LLM integration for C#, Python, and Java

LLM FrameworksFreeVisit
6Dify

Open-source LLM app platform — build, test, and deploy AI workflows and chatbots

AgentsFreemiumVisit
7Flowise

Drag-and-drop UI for building LangChain chatbots and RAG pipelines

AgentsFreeVisit
8n8n

Open-source workflow automation with AI agents and 400+ integrations

AgentsFreeVisit
9Rivet

Visual IDE for building and debugging LLM applications — node-based workflow editor by Ironclad

LLM FrameworksFreeVisit
10Langflow

Visual LLM workflow builder — drag-and-drop RAG and agent pipelines with LangChain

AgentsFreeVisit
11Haystack

Open-source LLM framework for RAG and NLP pipelines — production-ready by deepset

LLM FrameworksFreeVisit
12Vercel AI SDK

TypeScript AI SDK for React and Node — streaming, tool use, and multi-provider LLM integration with 1M+ npm downloads/week

LLM FrameworksFreeVisit