对向量进行索引化是实际使用中的必然需求,按ann-benchmarks上的benchmark看,考察如下的算法库 Annoy FLANN scikit-learn: LSHForest, KDTree, BallTree PANNS NearPy KGraph NMSLIB (Non-Metric Space Library): SWGraph, HNSW, BallTree, MPLSH hnswlib (a part of nmslib project) RPForest FAISS DolphinnPy Datasketch PyNNDescent MRPT…