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Road to Intelligence

Search Fewer Vectors

Cluster the real chunk embeddings into 32 lists and search only the nearest few: watch recall rise as you scan more of the index.

From Chapter 12: Embeddings, RAG & the LLM Application Stack

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Search Fewer Vectors

Understand6 min