Retrieval-Augmented Generation: The Magic Behind Intelligent Chatbots

Large pre-trained language models store factual knowledge and perform well on many NLP tasks when fine-tuned. However, they struggle with tasks requiring precise knowledge retrieval and explanation, often underperforming compared to specialized archi...