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initial commit; Claude generated SEO descriptions
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---
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title: Quantization
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short_description: "Compress vectors with scalar, product, or binary quantization to shrink memory use and speed up Qdrant search."
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description: "Apply quantization in Qdrant to compress high-dimensional vectors, reduce memory footprint, and accelerate similarity search while preserving recall quality."
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weight: 35
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aliases:
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- ../quantization
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