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[8.x] Vector rescoring oversamples k instead of num_candidates (#119835) #119996

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Backports the following commits to 8.x:

@carlosdelest carlosdelest added :Search Relevance/Vectors Vector search >non-issue auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport Team:Search Relevance Meta label for the Search Relevance team in Elasticsearch labels Jan 10, 2025
@elasticsearchmachine elasticsearchmachine merged commit dc5c8b3 into elastic:8.x Jan 10, 2025
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@carlosdelest carlosdelest deleted the backport/8.x/pr-119835 branch January 10, 2025 21:42
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auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport >non-issue :Search Relevance/Vectors Vector search Team:Search Relevance Meta label for the Search Relevance team in Elasticsearch v8.18.0
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