NMSLIB

NMSLIB (Non-Metric Space Library) is a pure ANN index library for similarity search in metric and non-metric spaces, implementing HNSW, SW-graph, VPTree. Features Python/C++/Java bindings, custom distance metrics, no built-in quantization/GPU. Ideal for custom vector engines, benchmarks across spaces; versatile building block vs full DBs like Qdrant.