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LangMem SDK for Agent Long-Term Memory

By Adrien Payong
2026๋…„ 2์›” 20์ผ
**LangMem SDK for Agent Long-Term Memory**

Introduction Large language model-powered AI agents traditionally have one critical drawback: they have extremely limited memory. By default, an LLM can only remember whatโ€™s in the context window (chat history) or conversation. That means they quickly โ€œforgetโ€ previously learned information at the end of a session or when they hit a token context limit, and are completely stateless across interactions. LangMem SDK addresses this limitation by introducing persistent long-term memory. Agents powered with LangMem can learn and grow over time, remembering past interactions, key facts, preferences, and more across multiple sessions...

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