GraphRAG
Graph-based retrieval augmented generation
Episodes
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#3673: Knowledge Graphs vs SQL: How Custom Relationships Change RetrievalWhy naming relationships (not just connecting data) transforms how you retrieve information. -
#2458: Can Graph Databases Go Mainstream?Graph databases are powerful but niche. Will they ever power mainstream CRMs and ERPs? -
#2173: Inside MiroFish's Agent Simulation ArchitectureMiroFish generates thousands of AI agents with distinct personalities to predict social dynamics. But research reveals a critical flaw: LLM agents ... -
#1406: Giving AI a Brain: The Power of Knowledge GraphsMove beyond "stochastic parrots" with Knowledge Graphs. Discover how structured data is giving AI the logical backbone it needs to reason. -
#846: Beyond the Vector: Building Long-Standing AI MemoryStop relying on basic vector search. Discover how Graph RAG and RAPTOR are creating AI systems with true long-standing memory.