Bb/vec 10/implement pre filtering using filtered vamana#586

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brooksomics wants to merge 16 commits intomainfrom

bb/vec-10/implement-pre-filtering-using-filtered-vamana

Commits on Oct 10, 2025

add: WIP Phase 1 first pass; C++ Core Algorithms
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add: WIP Phase 2 first pass; Storage Integration
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add: WIP Phase 3 first pass; Python API
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add: WIP Phase 4 first pass; Getting previous tests to pass
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add: WIP Phase 4 second pass; Fix filtered_vamana test compilation
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add: WIP Phase 4 third pass; Fix segmentation fault and metadata issues in vamana index
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add: WIP Phase 4 forth pass; Add comprehensive test suite for Filtered-Vamana implementation
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add: WIP Phase 5 first pass; Add comprehensive documentation for Filtered-Vamana feature
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Apply pre-commit formatting fixes
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fix: Handle empty label_enumeration metadata and correct query dtypes in filtered Vamana tests
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add: Implement Task 3.1 - filter_labels support in ingestion pipeline
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fix: Resolve segfault in filtered Vamana query execution by persisting filter_labels
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lint
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fix: Add IN clause support and improve unfiltered query compatibility for Filtered-Vamana
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lint
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Commits on Oct 11, 2025

fix: Increase upper_bound in IVF-PQ test to handle platform-dependent partition sizes
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