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LangChain Memory: Conversation History and Summarization

LangChain Memory: Conversation History and Summarization

TLDR: LLMs are stateless — every API call starts fresh. LangChain memory classes (Buffer, Window, Summary, SummaryBuffer) explicitly inject history into each call, and RunnableWithMessageHistory is the modern LCEL replacement for the legacy Conversat...

Mar 28, 2026•18 min read

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