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refactor: turbo based refactor [WIP]
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fix(quantizer): use rounded int8 values for SQ8 metadata to fix recall drop
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[Bug]: SQ8 quantization causes significant recall drop on OpenAI Performance1536D50K dataset
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feat: merge vector arrow buffer
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[Enhance]: Optimize HNSW vector read path with memory-friendly linear layout
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