MB-65473: [BP] Refactor and Optimize Pre-Filtered Vector Search #67
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abhinavdangeti merged 2 commits into7.6.x-couchbasefrom Apr 7, 2025
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MB-65473: [BP] Refactor and Optimize Pre-Filtered Vector Search #67abhinavdangeti merged 2 commits into7.6.x-couchbasefrom
abhinavdangeti merged 2 commits into7.6.x-couchbasefrom
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- Add an interface `EligibleDocumentSelector` to allow for more flexible document selection. - Refactored redundant interfaces.
…lector (#66) - Refactor interface as per blevesearch/bleve#2169 (comment)
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… (#2175) - Refactor pre-filtered vector search to enhance performance and reduce memory footprint. - Replace the current bitmap-based approach for calculating segment local document numbers with a more direct method, where the local document numbers are mapped directly to the segment ID during the execution of the eligible collector. - Requires: - blevesearch/bleve_index_api#67 - blevesearch/zapx#320 - blevesearch/go-faiss#41 - blevesearch/faiss#49 --------- --------- Co-authored-by: Abhinav Dangeti <abhinav@couchbase.com>
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