Overview of RAG (Retrieval-Augmented Generation) systems
Hi, It’s been a while since my last post, mostly because of my own laziness. Over the past year, I’ve been working on several projects, one of which is a small RAG (Retrieval-Augmented Generation) system. I implemented it to combine external knowledge (in this case internal safety documents) with a large language model (LLM). This approach allows the use of data that the LLM wasn’t trained on and also helps reduce hallucinations. ...