# LangMem / LangGraph


- Source: https://zarifautomates.com/tools/langmem-langgraph
- Category: ai agents
- Website: https://github.com/langchain-ai/langmem
- Rating: 4.4/5 (1 ratings)

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## Pros

- Active development from the LangChain core team
- Native integration with LangChain and LangGraph
- Plugs into LangGraph's storage layer without extra config
- Supports episodic, semantic, and procedural memory explicitly
- Works with create_react_agent out of the box

## Cons

- Less mature than Mem0 for standalone use
- Reported 59s p95 latency makes it unsuitable for real-time UX without tuning
- Tightly coupled to LangGraph — hard to adopt without committing to the framework