AnalysisDevelopers
6 days ago
Visual guide to FAISS internals for billion-scale search
The article covers IVF, HNSW, and PQ with interactive visualizations, acting as a companion to the 2017 FAISS paper. It focuses on the hardest-to-grok parts from text alone.