Visual Deep-Dive into FAISS: IVF, PQ, and Billion-Scale ANN Search

A visual explainer of the 2017 FAISS paper covering inverted file indexes and product quantization for billion-scale approximate nearest neighbor search. NSG, FastScan, and IMI are deferred to follow-up articles.