Open-source alternatives to LangMem

1 free, open-source alternative with 57.3K total GitHub stars.

Updated August 2026Stats synced from GitHub
Mem0

Mem0

Universal memory layer for AI agents — multi-signal retrieval, temporal reasoning, 57k+ GitHub stars

Give your AI apps persistent memory and intelligence

aimemoryllm
57.3K6.5KApache-2.0
vs Pinecone
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LangMem is LangChain's library for giving AI agents long-term memory — extracting facts from conversations, managing semantic/episodic/procedural memory, and integrating natively with LangGraph's storage layer. It's open source itself, but it's most tightly coupled to the LangChain/LangGraph ecosystem and its managed storage options.

Mem0 is an open-source alternative for teams who want a memory layer that isn't tied to a specific agent framework, with its own multi-signal retrieval and temporal reasoning approach.

FAQ

Is there a free, open-source alternative to LangMem?

LangMem is itself already free and open source. If you want a framework-agnostic option instead, Mem0 is also open source and free to self-host.

What's the best open-source alternative to LangMem?

Mem0 is the best pick if you're not already building on LangGraph and want a memory layer that works independently of any one agent framework.

What are the top open-source alternatives to LangMem?

Browse all open-source alternatives to LangMem above, or explore the full AI & LLM category for more options.

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