- pgvector, a PostgreSQL extension, achieves a 150x speedup in index build times through optimization.
The PostgreSQL extension pgvector has sped up over 150x this past year in its index build times. This is due to binary quantization methods, which reduces index sizes. New indexing methods and CPU-specific SIMD acceleration also helped increase query throughput and reduced latency.
Thursday, May 2, 2024 PostgreSQL with the pgvector extension offers an efficient way to store and query embeddings. It offers simplified querying, data consistency, and better performance compared to using separate databases for relational and vector data.