Where RAG Fails: Understanding and Fixing Common Issues in Retrieval-Augmented Generation

Retrieval-Augmented Generation (RAG) has revolutionized how AI systems access and utilize external knowledge. By combining document retrieval with text generation, RAG promises more accurate, up-to-date responses while reducing hallucinations. Howeve...