AI Encoder: Parsing Signal from Hype

AI Encoder: Parsing Signal from Hype

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AI Encoder: Parsing Signal from Hype
AI Encoder: Parsing Signal from Hype
GraphRAG Analysis, Part 2: Graph Creation and Retrieval vs Vector Database Retrieval
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GraphRAG Analysis, Part 2: Graph Creation and…

Jonathan Bennion
Aug 20, 2024
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AI Encoder: Parsing Signal from Hype
AI Encoder: Parsing Signal from Hype
GraphRAG Analysis, Part 2: Graph Creation and Retrieval vs Vector Database Retrieval
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Since Microsoft's GraphRAG paper showed only vaguely defined lift, I found GraphRAG increased faithfulness but not other RAGAS metrics - the ROI of knowledge graphs may not justify the hype.

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