pg_vectorize
The Postgres extension simplifies the text-to-embedding transformation process and integrates seamlessly with vector search and LLM applications. Utilizing popular LLM capabilities, it supports both vector similarity search and RAG workflows, allowing efficient embedding updates with minimal effort. The extension works with OpenAI and Hugging Face for embedding and text-to-vector transitions, making it a suitable choice for those wanting a streamlined solution to leverage vector databases in current Postgres setups.
