Understanding Agent Memory in AI. Agent memory enables AI systems to store and retrieve information from past interactions. It functions like a digital brain, remembering conversations, preferences, and patterns. Unlike traditional AI systems, which rely on short-term memory and lose all context after a session ends, agent memory enables AI to ...