LangGraph

Stateful, controllable agent graphs

What is LangGraph?

LangGraph is a library for building stateful, controllable agents as graphs, giving you fine-grained control over loops, branching and persistence.

Why people choose LangGraph

• Explicit, controllable agent state machines
• Persistence and human-in-the-loop built in
• Integrates with the LangChain ecosystem

LangGraph at a glance

Open-source alternatives to LangGraph

Other open-source ai agent framework tools worth comparing:

CrewAIOrchestrate role-playing agent crewsPaperclipRun a company of AI agents from one dashboardAutoGenMicrosoft's conversational agent frameworkMetaGPTA software company of LLM agentsAutoGPTThe original autonomous GPT agentOpenHandsAI developer that writes and runs codeSuperAGIDev-first autonomous agent platformBabyAGIMinimal task-loop autonomous agentAgnoFast, lightweight multi-modal agentsLettaStateful agents with long-term memorysmolagentsAgents in a few lines of codePydantic AIType-safe agents for productionSWE-agentAgent that fixes GitHub issuesAgent ZeroA general agent that grows with your promptsCAMELThe research framework for agent societiesElizaAgents with personality for Discord, X and moreGoogle ADKGoogle's official Agent Development KitMem0Long-term memory for AI agentsComposio250+ ready-made tools for your agentsAG2The community continuation of AutoGenOpenAI SwarmMinimal multi-agent handoffsPhidataAgents with memory, knowledge and toolsJulepStateful agents as a service

LangGraph head-to-head

FAQ