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Tag: document retrieval

Illustration of vectorless RAG using hierarchical tree structure and LLM reasoning instead of vector embeddings
Industry Analysis

Vectorless RAG Hits 98.7% Accuracy: PageIndex Challenges Vectors

PageIndex achieves 98.7% RAG accuracy without vector databases using LLM reasoning and tree search—a 48.7 ...
By ByteBot
January 25, 2026
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