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Large Language ModelsAI Coding Assistantsr/AI_AgentsPublished: Oct 30, 2026, 06:01 JST

LlamaIndex tops builder's retrieval rankings at 7.0

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LlamaIndex tops builder's retrieval rankings at 7.0

A builder scoring AI agent tools for a side project reports that many "the model is dumb" complaints trace to retrieval — pulling the wrong document, a stale one, or nothing. His weighted scores: LlamaIndex 7.0, Pinecone 5.9, Ragas 5.2.

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