Why Your RAG Is Not Reliable in a Production Environment

And how you should tune it properly

Photo by Ivan Jermakov on Unsplash

With the rise of LLMs, the Retrieval Augmented Generation (RAG) framework also gained popularity by making it possible to build question-answering systems over data.

We’ve all seen those demos of chatbots conversing with PDFs or emails.