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Explore advanced agent memory systems in this AWS re:Invent 2025 conference talk that demonstrates how to build applications with learning, remembering, and evolving capabilities beyond stateless LLMs. Discover the architecture of sophisticated agent memory systems and learn to transition from simple context windows to unified memory providers that enable true artificial intelligence. Examine different types of memory including episodic, semantic, and procedural memory, and understand how MongoDB serves as a single data platform for implementing all memory types. Gain insights into creating intelligent applications that can retain and utilize information across interactions, moving beyond basic chatbot functionality to develop more sophisticated AI agents. This presentation, delivered by MongoDB as an AWS Partner, provides practical guidance for implementing memory systems that enhance the intelligence and continuity of AI applications in cloud environments.
