RAG: Question Answering On Domain Knowledge With Semantic Search And Generative AI

Answering questions based on domain knowledge (like internal documentation, contracts, books, etc.) is challenging. In this article we explore an advanced technique called Retrieval-Augmented Generation (RAG) in order to achieve this with great accuracy, mixing semantic search and text generation with models like ChatDolphin, LLaMA, ChatGPT, GPT-4…