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SMVE

Multi-Vector Retrieval That Just Works

SMVE (Sparse Multi-Vector Encoding) is a sparse-vector transformation and approximate retrieval feature used in TopK's multi-vector retrieval stack to approximate MaxSim similarity for late-interaction retrieval, enabling faster first-stage retrieval over multi-vector representations.

Screenshot of SMVE website

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