medium10 pts · first answer countsragchunking

Adding document context to each chunk

"Contextual retrieval" adds a short LLM-written note to each chunk before embedding, such as "From Acme's 2025 UAE leave policy, section on carry-over." Why?

A.Chunks become self-explanatory, so both searches match betterB.It makes the chunks shorter, so the vector index is smallerC.It removes the need to store any metadata with the chunksD.It lets the LLM skip reading the chunk at answer time

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Adding document context to each chunk

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