Why it matters
OPQ improves PQ. Understanding shapes vector DB.
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The architecture
Learn rotation R + PQ jointly.
Query: rotate query + PQ distance.
Better than PQ alone.
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How it works end to end
Joint optimization.
Faiss OPQ variant.
Small extra work.