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Diagram showing a RAG pipeline with a new preprocessing layer before the vector store.

RAG Cut 40x: Rethinking the Text Chunk for LLMs

Forget embedding entire text chunks. A new method redefines the fundamental unit of knowledge for RAG, slashing data size and dramatically improving retrieval accuracy. It fixes a problem most are overlooking.

6 min read 4 days, 14 hours ago

#data-preprocessing

RAG Cut 40x: Rethinking the Text Chunk for LLMs