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.
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