Stop Using RAG as Memory

Video Description

Hear Daniel's talk at the AI Engineer World's Fair 2025. RAG is great for static knowledge retrieval—but terrible at memory. Vectorstore-based systems sold as memory lack relational and temporal awareness, leading agents astray with outdated or ambiguous information. Discover how temporally-aware knowledge graphs—built by the open-source Graphiti framework—solve these limitations. You’ll learn practical strategies to maintain precise, context-rich memory, enabling agents to reason accurately about historical context and knowledge provenance.