LangChain Memory: Conversation History and Summarization

Mar 28 · 18 min read · 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...