LangMem

LangMem

AI Agent Memory·Horizontal
FreeOpen Source

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What it does

Helping AI agents learn and adapt from interactions over time

Fit and limits

Catalog industry: Horizontal. Capabilities below are catalog text, not an independent test.

Record

Catalog record updated 21/03/2026. Official site is linked above.

Helping AI agents learn and adapt from interactions over time

LangMem is a toolkit designed to enhance AI agents' capabilities by enabling them to extract important information from conversations, refine their behavior through prompt optimization, and maintain long-term memory. It offers functional primitives compatible with any storage system and integrates natively with LangGraph's storage layer, allowing agents to continuously improve, personalize responses, and maintain consistent behavior across session

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