LangGraph
Stateful multi-agent orchestration framework by LangChain
Deep Dive Review
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.
Pros & Cons
Pros
- Stateful graphs with cycles and branches
- Native human-in-the-loop support
- Persistent memory and checkpointing
- Deep LangChain ecosystem integration
Cons
- Steep learning curve
- Requires Python programming
- Debugging complex agent systems is challenging
Use Cases
Quick Overview
| Category | Productivity |
| Pricing | Open source, free |
| Tags | Multi-agent orchestration, Complex workflows, RAG enhancement, Code execution |