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Engineering

SVS in Milvus: Reshaping the Recall–Memory–Speed Trade-off

SVS Vamana with LeanVec compression beats HNSW SQ8 on QPS and latency at 95% recall, keeps climbing to 98% and 99% recall where HNSW SQ8 falls over, and gets there faster than HNSW FP16 — with a memory footprint that keeps your bill under control at scale.