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ARTICLE29

How PageIndex Rethinks RAG Without Vector Search

DEV.to AIΒ·June 3, 2026

PageIndex offers an alternative to traditional RAG by replacing vector embeddings and similarity search with structured navigation. It aims to provide precise information retrieval instead of relying on semantic similarity, addressing the 'almost right' problem in current RAG systems.

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