KnownVectorSearchCompressionKind enum

Known values of VectorSearchCompressionKind that the service accepts.

Fields

BinaryQuantization

Binary Quantization, a type of compression method. In binary quantization, the original vectors values are compressed to the narrower binary type by discretizing and representing each component of a vector using binary values, thereby reducing the overall data size.

ScalarQuantization

Scalar Quantization, a type of compression method. In scalar quantization, the original vectors values are compressed to a narrower type by discretizing and representing each component of a vector using a reduced set of quantized values, thereby reducing the overall data size.