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Explore how to implement memory systems in AI agents through this comprehensive 51-minute workshop recorded at the AI Engineer World's Fair. Learn practical applications of leading open-source memory solutions including Neo4j, Cognee, Graphiti, and Mem0 while gaining theoretical understanding of different memory types such as long-term, short-term, episodic, and semantic memory. Discover how memory enhancement improves recall, contextual awareness, and reasoning capabilities in autonomous agents, and compare various implementation approaches to understand what's built-in, flexible, and experimental across different solutions. Get hands-on experience with GraphRAG memory solutions and see a demonstration of GraphRAG chat implemented with Google ADK. Master the techniques needed to embed real memory functionality into your AI stack, whether you're developing AI copilots, agentic workflows, or research prototypes, guided by deep tech founder Mark Bain who leads AIUS Technologies' research into artificial life through long-term memory development.
