AI Large Model Application Practice

Jan 20, 2026 · Artificial Intelligence

Build a Graph‑Based Memory ChatBot with MemOS and LangChain

This guide walks through the MemOS open‑source memory framework, showing how to create a graph‑based memory ChatBot, add and retrieve memories incrementally, enable asynchronous memory reorganization, and seamlessly integrate the system into LangChain 1.x agents using middleware.