pg_vectorize is a Postgres extension and provides a high level API which condenses the operations of vector search with pgvector into two function calls; one to initialize table, the other to search the table. We run a container next to Postgres that hosts many transformer models available in Hugging Face, but there is also an integration with OpenAI.<p>The readme contains some examples and how to run this locally using docker compose.