L
LangGraph
A low-level orchestration framework for stateful agents.
FrameworkOpen SourceGrowing
What is LangGraph?
LangGraph is a low-level orchestration framework for stateful agents.
About
LangGraph is designed for building, managing, and deploying long-running, stateful agents. It provides developers with the infrastructure to create durable, human-in-the-loop workflows that can persist through failures. Key capabilities include comprehensive memory management and production-ready deployment, making it suitable for complex agent applications.
Strengths
- Supports durable execution for long-running agents
- Facilitates human-in-the-loop interactions
- Offers comprehensive memory management
- Provides debugging and visualization tools
- Production-ready with scalable infrastructure
Limitations
- Requires understanding of low-level orchestration concepts
- May have a steeper learning curve for beginners
- Limited to stateful workflows, not suitable for stateless applications
Use Cases
Building agents that can resume execution after failuresIncorporating human oversight in agent workflowsCreating stateful agents with both short-term and long-term memoryDebugging complex agent behaviors with visualization toolsDeploying scalable agent systems for production use
Integrations
LangChainLangSmithLangSmith Deployment