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Feb 24 assets.amazon.science 3 min read

Keyword Search is All You Need: Achieving RAG-Level Performance Without Vector Databases Using Agentic Tool Use

This research demonstrates that agentic keyword search approaches can achieve over 90% of traditional RAG system performance without requiring vector databases. The study compares tool-augmented LLM agents using simple …

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