LangGraph
LangChain 推出的有状态多智能体编排框架
深度评测
LangGraph is an agent orchestration framework from the LangChain team, supporting stateful graphs, cycles, human-in-the-loop, and persistent memory. Ideal for building complex multi-step agent systems with streaming and parallel execution.
优点与缺点
优点
- Stateful graphs with cycles and branches
- Native human-in-the-loop support
- Persistent memory and checkpointing
- Deep LangChain ecosystem integration
缺点
- Steep learning curve
- Requires Python programming
- Debugging complex agent systems is challenging
适用场景
快速概览
| 分类 | 效率 |
| 定价 | Open source, free |
| 标签 | Multi-agent orchestration，Complex workflows，RAG enhancement，Code execution |