What is RAG? Retrieval Augmented Generation Explained Simply #Shorts

RAG — Retrieval Augmented Generation — is the fix for AI hallucinations and outdated answers. In 60 seconds you'll understand: → Why LLMs hallucinate (the 2 fatal flaws) → What RAG does differently → The 3-step flow: Retrieve → Augment → Generate → Real example: without RAG vs with RAG → RAG vs Fine-tuning — the key difference Every serious AI app uses RAG. Customer support bots, legal AI, healthcare AI, enterprise chatbots — all RAG under the hood. 💬 Is your team using RAG? What are you building it on? Comment below. 🔔 Subscribe — weekly Google Cloud and AI breakdowns. #RAG #RetrievalAugmentedGeneration #WhatIsRAG #AIAgents #LLM #GoogleCloud #VectorDatabase #AIExplained #MachineLearning #GenerativeAI