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Update documentation to reflect k-NN FAISS AVX512 support #8307

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@noahstaveley noahstaveley commented Sep 17, 2024

Description

This change updates the documentation to reflect AVX512 hardware accelerator support that was added to speed up vector search and indexing. The k-NN index and settings pages under k-NN search are updated in this change.

Issues Resolved

Closes #8306

Version

2.18

Related to the PR: opensearch-project/k-NN#2110

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Thank you for submitting your PR. The PR states are In progress (or Draft) -> Tech review -> Doc review -> Editorial review -> Merged.

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@akashsha1

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@naveentatikonda - public documentation for AVX512 PR

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@noahstaveley Could you please resolve DCO? Also, is this for versions 2.16 and above or for the next version (2.18)?

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@akashsha1 @noahstaveley I will try to review this PR by EOD. Thanks!

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@noahstaveley Could you please resolve DCO? Also, is this for versions 2.16 and above or for the next version (2.18)?

DCO is resolved. This is for version 2.18 only, I updated the PR to reflect that. Thanks for confirming

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@noahstaveley Why are we seeing so many commits included in this PR. Can you rebase this PR again ?

Signed-off-by: Noah Staveley <noah.staveley@intel.com>
Signed-off-by: Noah Staveley <noah.staveley@intel.com>
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@noahstaveley Why are we seeing so many commits included in this PR. Can you rebase this PR again ?

@naveentatikonda Yes sorry about that, I rebased and removed the unrelated commits.

_search-plugins/knn/knn-index.md Show resolved Hide resolved
_search-plugins/knn/knn-index.md Show resolved Hide resolved
_search-plugins/knn/settings.md Outdated Show resolved Hide resolved
_search-plugins/knn/knn-index.md Outdated Show resolved Hide resolved
Signed-off-by: Noah Staveley <noah.staveley@intel.com>
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[DOC] Update k-NN plugin documentation to reflect AVX512 SIMD optimization update
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