Once difficulties are conquer, the many benefits of RAG come to be obvious speedily to businesses. By integrating external information resources, RAG helps LLMs prevail about the limitations of a parametric memory and radically lessen hallucinations. As Douwe Keila, an writer of the first paper about RAG, said in a very new job interview, “using