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Vector databases under the hood: HNSW and IVF-PQ

ANN search trades accuracy for speed. How HNSW graphs and IVF-PQ quantisation work, which knobs move recall, and how to choose an index.

Ai Machine Learning Python

12 min readAug 29, 2026vaibhavkothari