Long-Term Memory

Long-term memory is information persisted outside the active context window — in a vector store, relational database, or key-value cache — so that an agent can recall facts and past interactions across many sessions. Retrieval requires an explicit lookup step. Long-term memory enables continuity across conversations but introduces latency, retrieval errors, and consistency management challenges.