IVFPQ + HNSW for Billion-scale Similarity Search
The best indexing approach for billion-sized vector datasets
Published in
17 min readAug 29, 2022
We learned about IVFPQ in the previous article, where the inverted file index (IVF) is combined with product quantization (PQ) to create an effective method for large-scale similarity search.
