@timescale

pgvector-semantic-search covers storing and querying embedding vectors in postgresql with hnsw indexing for approximate nearest neighbor lookups. provides golden path configuration for cosine distance queries at scale.

postgres is a reference index into specialized sub-skills covering table design, vector search, hybrid search, and timescaledb setup. no standalone procedures or decision logic.