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initial category reorganization
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@@ -17,7 +17,7 @@ tags:
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- product quantization
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- scalar quantization
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- vector compression
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category: vector-search-manuals
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category: core-concepts
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---
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Vector quantization is a data compression technique used to reduce the size of high-dimensional data. Compressing vectors reduces memory usage while maintaining nearly all of the essential information. This method allows for more efficient storage and faster search operations, particularly in large datasets.
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