pgvectorscale extends PostgreSQL with a new StreamingDiskANN index type and Statistical Binary Quantization for efficient embedding storage and approximate nearest neighbor search. It complements pgvector by providing higher throughput and lower latency for AI workloads, supporting label-based filtered vector search for precise retrieval. Built in Rust using the PGRX framework, it targets large-scale embedding storage in AI applications.