Vector Embeddings, Quantization, Vector Quantization.
scalar_quantization and binary_quantization functions are used to compress these embeddings. The compression reduces memory usage and improves computational efficiency. Scalar quantization balances memory efficiency and accuracy, making it suitable for scenarios where minor accuracy loss is