LangGraph (LangChain)

Build controllable agents with LangGraph, our low-level agent orchestration framework

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Agent 介绍

Build controllable agents with LangGraph, our low-level agent orchestration framework Design agents that reliably handle complex tasks with LangGraph, an agent runtime and low-level orchestration framework. Prevent agents from veering off course with easy-to-add moderation and quality controls. Add human-in-the-loop checks to steer and approve agent actions. LangGraph’s low-level primitives provide the flexibility needed to create fully customizable agents. Design diverse control flows — single, multi-agent, hierarchical — all using one framework. Bridge user expectations and agent capabilities with native token-by-token streaming, showing agent reasoning and actions in real time. Learn the basics of LangGraph in this LangChain Academy Course. You'll learn about how to leverage state, memory, human-in-the-loop, and more for your agents. Build and ship agents fast with any model provider. Use high-level abstractions or fine-grained control as needed.