Why it matters
Faiss is dominant ANN library. Understanding shapes vector DB.
Advertisement
The architecture
Index types via factory strings.
Composition: IVF + PQ + refine.
GPU acceleration option.
Advertisement
How it works end to end
Johnson + Douze + Jegou 2019.
Meta open-source.
Billion-scale GPU.
Foundation for Milvus + others.