Rag System, Large Language Models, Document Management.
retrieval-based and generation-based approaches to improve the quality and relevance of its outputs. It first retrieves relevant documents or information from a large dataset based on the input query. Then, it uses a generation model, such as a transformer-based language model, to generate a