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Library / SDK Agents & Orchestration ★ featured

LangGraph

1Agent 2workflows 3as 4stateful, 5durable 6graphs.

the six Ws · specification

W1 Who

Built by the LangChain team for production agent orchestration.

W2 What

Models multi-step agents as graphs of nodes with shared, persisted state.

W3 Where

Runs anywhere Python runs; deploys via LangGraph Platform or your own server.

W4 When

Chosen when a linear chain isn’t enough - loops, branches, human-in-the-loop.

W5 Why

Long-running agents need durable state, retries, and controllable control flow.

W6 With

Any LLM provider, checkpointer stores (Postgres, Redis), and LangSmith tracing.

PythonGraphsStateStreaming

for agents & scripts

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