How to Tune Vector Search Without Guessing

Your collection works. Queries return in a few milliseconds, results are mostly right, and product keeps forwarding you the ones that aren’t. You open the search API reference and get exact definitions for hnsw_ef , reciprocal rank fusion k , and quantization oversampling .