What Is Pre-Retrieval Query Optimization?
Explore the chapter’s structure to learn about query optimization techniques in advanced RAG systems for better response generation.
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Pre-retrieval query optimization in RAG refers to the techniques applied before information retrieval to ensure the LLM receives the most relevant and focused data for accurate text generation. Imagine you’re a researcher who’s about to use a powerful search engine. Optimizing your search query beforehand refines your results, leading to a more productive research session. Similarly, pre-retrieval query optimization in RAG refines the information retrieved for the LLM.
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Why pre-retrieval query optimization matters
In RAG, crafting ...