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LangGraph

LangGraph

Low-level orchestration for long-running, stateful AI agents

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What this product helps you do

LangGraph gives developers fine-grained control over agent orchestration by combining deterministic application steps with model-driven steps in a graph. Its persistence model supports thread checkpoints and cross-thread stores, enabling resumable execution, memory, fault recovery, and human review.

Problems it solves

  • Complex agents need explicit control over execution flow
  • Long-running work must resume after interruptions or failures
  • Agent state and memory need durable storage boundaries
  • High-impact actions need human review before execution continues
Best for
AI application developersAgent platform teamsPython and TypeScript teamsTeams building stateful workflows

LangGraph is a low-level orchestration framework and runtime for long-running, stateful agents. Developers can combine deterministic code with model-driven steps, stream intermediate work, pause for human input, and resume an execution from durable state.

Checkpointers preserve thread-scoped graph state for conversation continuity, time travel, human-in-the-loop workflows, and fault tolerance. Stores hold application-defined information across threads. LangGraph can be used independently or alongside other LangChain products and model or tool integrations.

Information

DeveloperLangChain Inc.
Languagesen
Pricing modelfree
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