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This adds directIO bulk rescoring where vectors are prefetched in batches and then bulk scored with the random vector scorer.

Without #134803 this doesn't do much.

I haven't really optimized the batch sizes, I am sure we can pick something better given the knowledge of IO capabilities of the underlying system.

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Hi @benwtrent, I've created a changelog YAML for you.

@elasticsearchmachine elasticsearchmachine added the Team:Search Relevance Meta label for the Search Relevance team in Elasticsearch label Sep 24, 2025
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Pinging @elastic/es-search-relevance (Team:Search Relevance)

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>enhancement :Search Relevance/Vectors Vector search Team:Search Relevance Meta label for the Search Relevance team in Elasticsearch v9.3.0
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