LangMem
Overview
An SDK enabling AI agents to learn and adapt through long-term memory integration.
LangMem is a software development kit (SDK) designed to enhance AI agents by integrating long-term memory capabilities. It allows agents to extract important information from interactions, optimize behavior through prompt refinement, and maintain knowledge over time. Compatible with various storage systems and natively integrating with LangGraph's storage layer, LangMem enables continuous improvement, personalized responses, and consistent behavior across sessions.
Autonomy level
72/100
Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.
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Some of the use cases of LangMem:
- Developers aiming to create AI agents with adaptive learning and long-term memory.
- Enhancing conversational AI systems to remember user preferences and past interactions.
- Implementing personalized AI assistants capable of continuous improvement.
- Building AI agents that maintain consistent behavior across multiple sessions.
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Popularity level: 66%
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AI Agent Store · Specialist AI agentsFor ai agent infrastructure teams
Your AI agent for agent long-term memory infrastructure.
Exploring LangMem? For AI agent infrastructure teams, your own AI agent can investigate execution failures, improve shared agent services, and verify platform releases. Start with a setup tailored to this work.
- ✓ Investigate execution failures
- ✓ Improve shared agent services
- ✓ Verify platform releases
Tailored starting setup. Chat on our site. See the workflow and monthly plan.