Vector Embeddings, Quantization, Vector Quantization.
search operations. Typically, vectors are represented using 32-bit floating-point numbers (float32). With scalar quantization, these 32-bit floats are converted to 8-bit unsigned integers (uint8). This conversion reduces the memory required to store each vector by a factor of four, allowing for