Retrieval Augmented Generation – Generative AI Tool
AI tools like ChatGPT, Claude, and Gemini are amazing – they can write emails, answer questions, and even help with coding. But there’s one big problem: AI can sometimes invent details—it’s like guessing instead of knowing. This is called a hallucination . That’s why a new approach called RAG (Retrieval-Augmented Generation) is becoming popular. It helps AI give more accurate and reliable answers by connecting it to real data. What is RAG? RAG works in two simple steps: Your Attractive Heading Find information – The AI looks into a knowledge source (like documents, websites, or databases) to find the right facts. Give an answer – The AI uses that information to create a proper response. Think of it like an open-book exam . Instead of guessing from memory, the AI “opens the book” and finds the right answer. Why is RAG Important? ✅ More accurate answers – fewer made-up facts. ✅ Latest knowledge – pulls from up-...