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GenAI Concept #32 | What is Agentic RAG?🤖 | GenAI Explained

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GenAI Concept #32 | What is Agentic RAG?🤖 | GenAI Explained

24 просмотра · 10 дней назад
NovaPromptix
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24 просмотра · 10 дней назад
What is Agentic RAG? 🤖 | When AI Agents Search, Think & Retrieve We’ve already learned about RAG and how AI Agents can plan, use tools, reflect, communicate, and orchestrate tasks. Now, what happens when we bring these two concepts together? 🤔 In this video, we explore Agentic RAG — where an AI Agent can actively manage the retrieval process instead of simply retrieving information once. You’ll learn: 🤖 What is Agentic RAG? 🔍 Why traditional RAG may not be enough for complex questions 🧠 How an AI Agent decides what information to retrieve 🔄 How the agent evaluates retrieved information and searches again when needed ⚡ Traditional RAG vs Agentic RAG 🌎 A real-world AI research assistant example 🎯 The core Agentic RAG workflow Mental model: QUESTION → DECIDE → RETRIEVE → EVALUATE → REPEAT → ANSWER Agentic RAG is an important step toward building more capable Agentic AI systems. 🔔 Subscribe to NovaPromptix for simple and practical explanations of AI, GenAI, RAG, and AI Agents. #AgenticRAG #RAG #AIAgents #GenerativeAI #AgenticAI #ArtificialIntelligence #GenAI #NovaPromptix #AI