SPTAG provides distributed approximate nearest neighbor search for vector data, supporting both KD-tree and balanced k-means tree index methods with relative neighborhood graph search. It enables efficient vector similarity queries via L2 or cosine distance metrics and includes distributed online serving capabilities. The library is designed for billion-scale vector search scenarios with incremental updates.