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Knowledge Graphs in RAG: Hype vs. Ragas Analysis
A deep dive on Microsoft's GraphRAG paper found questionable metrics with vaguely defined lift, so I analyzed knowledge graphs in RAG overall using Neo4j vs FAISS
Stories that dispel (or encourage) hype relative to media-driven AI hype. Click to read AI Encoder: Parsing Signal from Hype, by Jonathan Bennion, a Substack publication with hundreds of subscribers.
Visit aiencoder.substack.com → RSS feedOn Hacker News Jul 2024 – Jul 2024
A deep dive on Microsoft's GraphRAG paper found questionable metrics with vaguely defined lift, so I analyzed knowledge graphs in RAG overall using Neo4j vs FAISS