How to build a local retrieval-augmented generation application using Postgres, the pgvector extension, Ollama, and the Llama 3 large language model.

PostgreSQL has mainly been known as a transaction database, but the latest move reflects increased interest in performing analytics in the same environment, in part to support AI use cases.