Knowledge Share

Agent Series (6): Memory Management — Teaching Your Agent to Remember What Matters

A deep dive into the four memory types for Agents (Sensory/Working/Episodic/Semantic) and their LangGraph implementations, three context management strategies (truncation/summarization/retrieval) with real benchmarks, the difference between checkpointer and InMemoryStore, and how RemoveMessage + auto-summarization keeps an Agent coherent over infinitely long conversations. Includes fully runnable demo code and real execution output analysis.