Experiments with Retrieval-Augmented Generation (RAG or AI Search)
- POST
Over the weekend, I implemented a Retrieval-Augmented Generation (RAG) pipeline as an experiment. RAG is an AI-driven document search technique. While it is powerful and interesting, the fundamentals turned out to be a lot more basic than I expected.
The source code of the pipeline is available in the microProjects repo.
What does RAG or AI Search look like? From the point of view of the user, RAG is a sophisticated document search engine.