Retrieval Augmented Generation (Concepts)

Generative AI (GenAI) is highly effective at producing text responses using Large Language Model (LLM), which are trained on vast amounts of data. The advantage is that the generated text is usually easy to understand and provides detailed, widely applicable answers to the input, or generally known as "prompts". However, the drawback is that AI's responses are limited to the data it was trained on, which may be outdated. In a company-specific AI chatbot, this can result in answers that don't ref...