Similarity Search, Quantization, Faiss, Machine Learning, Hands On Tutorials.
represents a vector containing several values while a square indicates a single number. Encoding using quantization As a result, if an original vector is divided into n parts, then it can be encoded by n numbers — IDs of respective centroids for each of its subvectors. Typically, the number of