Semantic Search in Elixir with pgvector and ReqLLM
In 10 minutes, I demonstrate how to implement semantic search (search by meaning, not just exact words) using:
- pgvector - Postgres extension that adds vector search directly to your database, eliminating the need for external vector services
- OpenAI Embeddings API - for generating the text embeddings that power vector search
- ReqLLM - to make working with OpenAI API a breeze
https://www.youtube.com/watch?v=FdtMF-ulFYI
Enjoy! 😉
