Abstract Algorithms
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ANN Index Types Explained: When to Choose Flat, HNSW, IVF, or IVF-PQ

TLDR: If your dataset is small and correctness is critical, use Flat. If you need high recall with low latency and enough RAM, use HNSW. If your corpus is huge and memory is your bottleneck, use IVF-P

May 30, 2026โ€ข14 min read

Abstract Algorithms ยท ยฉ 2026 ยท Engineering learning lab