Enhancing Large Language Models with Retrieval-Augmented Generation: A Radiology-Specific Approach

Retrieval-augmented generation (RAG) significantly improves the performance of some large language models on a radiology examination, highlighting the need for further optimization and evaluation of RAG in radiology.