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Retrieval Augmented Generation – Generative AI Tool

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  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-...