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Polars6 min read

Compressed Multivector Search

Compressed Multivector Search Time: 25 min Level: Intermediate Output: GitHub Multivectors let a model like ColBERT represent a document as one vector per token instead of one vector per document, which improves retrieval quality through late interaction, at the cost of storing many more vectors…

Compressed Multivector Search

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Originally published by Qdrant on Aug 21, 2026.

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