Vector Embeddings, Quantization, Vector Quantization.
more efficient storage. Besides memory reduction, scalar quantization accelerates the search process. Special CPU instructions optimized for 8-bit integers can be utilized to perform fast vector comparisons, resulting in quicker search operations. However, this method comes with a trade-off in