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Road to Intelligence

Chapter 12 · Embeddings, RAG & the LLM Application Stack

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.

Try it

6 min