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Optimizing vector storage

Vector search operations can be resource intensive, especially when dealing with large-scale vector datasets. OpenSearch provides several optimization techniques for reducing memory usage.

Vector quantization

Reduce vector storage space by quantizing vectors

Disk-based vector search

Uses binary quantization to reduce the operational costs of vector workloads

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