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#16030 PR: Implement data-blind scalar quantization
1.4 hours ago  19 comments  0 votes  0 watches  github-actions[bot], kaivalnp, mccullocht, mikemccand, romseygeek
Add an option to the quantization format to enable or disable centering (enabled by default). When centering is disabled we also stop writing the float vectors which can lead to significant ... Special handling is included during merges -- we check that all of the input is in the same ...
    mccullocht 1.4 hours ago:  Hey @kaivalnp thanks for the review, I know this is very large. I will address the rest of your comments over the next couple of days.
    mccullocht 1.5 hours ago:  If the center is already a zero vector that is geometrically equivalent to our data blind ... Centering wouldn't subtract anything from the vector, and for angular similarity center_dot would ...

#16618: HNSW merge-reuse graph repair runs single-threaded on the merge thread, slowing down merges
4.7 hours ago  0 comments  0 votes  0 watches  ethbak
Description When IncrementalHnswGraphMerger reuses a base graph with deletes, the disconnected ... This serializes the merge process that is otherwise parallel, in some cases slowing down merges ... This uncovered a dormant bug in the original implementation, which caused a drop in recall due to ...

#16556: Should we move vector bulk-scoring APIs to VectorUtilSupport?
5 hours ago  1 comments  0 votes  0 watches  Tony-X, kaivalnp
Description Off-heap float vector bulk-scoring was introduced in 14980, and showed some nice ... (vectors are scored in chunks of a specific machine-dependent size to leverage SIMD instructions, ... There is currently an open issue to enable off-heap bulk-scoring for other vectors (byte vectors ...
    Tony-X 5 hours ago:  > this optimization amortizes the cost of loading chunks of the query vector across N documents, ... Instead of moving, it'd be simpler to think about extending VectorUtilSupport with methods that ... Then the RandomVectorScorer implementors can start consuming those new methods.

#16617 PR: ci: bump actions/setup-java from 5.6.0 to 6.0.0 in /.github/actions/prepare-for-build
5.1 hours ago  0 comments  0 votes  0 watches  dependabot[bot]
Bumps actions/setup-java from 5.6.0 to 6.0.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/actions/ ... </em></p> <blockquote> <h2>v6.0.0</h2> <h2>What's Changed</h2> <ul> <li>dist: Migrate from Zulu ...

#16616 PR: ci: bump gradle/actions/setup-gradle from 6.2.0 to 6.3.0 in /.github/actions/prepare-for-build
5.1 hours ago  0 comments  0 votes  0 watches  dependabot[bot]
Bumps gradle/actions/setup-gradle from 6.2.0 to 6.3.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/gradle/ ... </em></p> <blockquote> <h2>v6.3.0</h2> <h2>Highlights</h2> <h3>Enhanced Caching: Windows fixes and ...

#16615 PR: ci: bump github/codeql-action/upload-sarif from 4.37.3 to 4.37.8
5.1 hours ago  0 comments  0 votes  0 watches  dependabot[bot]
Bumps github/codeql-action/upload-sarif from 4.37.3 to 4.37.8. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/github/ ... </em></p> <blockquote> <h2>v4.37.8</h2> <p>No user facing changes.

#16614 PR: ci: bump astral-sh/setup-uv from 9.0.0 to 10.0.1
5.2 hours ago  0 comments  0 votes  0 watches  dependabot[bot]
Bumps astral-sh/setup-uv from 9.0.0 to 10.0.1. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/ ... </em></p> <blockquote> <h2>v10.0.1 🌈 Tolerate transient manifest timeouts</h2> <h2>Changes</h2> <p ...

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