Rare diseases have long been a challenge for medical experts. Retrieval-augmented generation (RAG) is a new technology that could change how doctors solve these problems.The way we diagnose rare diseases is changing fast. RAG uses smart algorithms to quickly find and connect medical information. It links real-time research with big medical databases, making it easier