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

Using graphs in AI: GraphRAG The real benefit of using a graph database with a large language model comes with a variation on the familiar RAG approach, GraphRAG.