Autonomous Agentic RAG [Explained] How AI Agents Choose Database vs Web Search | Gemini Flash 2

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What is Agentic RAG and how do AI Agents decide between VectorDB and Web Search? In this video, I’ll show you how to build an Agentic RAG system that can analyze PDFs, process web URLs, store data automatically in VectorDB, and intelligently answer questions by choosing the best source — all without complex coding!

What You’ll Learn in This Video:
1. What is Agentic RAG and how it enhances AI search
2. How AI agents automatically chunk documents and store in VectorDB
3. How AI decides whether to use vector search or web search
4. Full demo of uploading research papers and smart answering
5. Step-by-step guide to building this Agentic RAG AI

📌 Before You Start!
Make sure you understand AI agents before diving into the project!

📥 Project Prerequisites:
1. Understanding of AI agents [   • What are AI Agents? [Explained] AI Agent P...  ]
2. Agentic AI Design Pattern Explained with Projects [   • 5 Agentic AI Design Patterns [Explained] w...  ]

⚡️ Ready to build your first stock market AI agent? Let’s get started! 💡

💬 Comment below if you have questions! Don't forget to LIKE 👍, SHARE 🔄, and SUBSCRIBE 🔔 for more AI projects!

To get the Source Code, Follow me on GitHub: https://github.com/simranjeet97/Agent...

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Playlists that make you skilled up
1. GenAI Full Course with LLM Fine Tuning and Evaluation: https://bit.ly/4bJwZla
2. Learn RAG from scratch with GenAI projects: https://bit.ly/3Zl47KD
3. Latest AI/GenAI Research Papers Explained: https://bit.ly/4huqEMT
4. RAG and LLM Use Cases in Finance Domain Projects: https://bit.ly/3AGSRQm
4. Prompt Engineering: https://bit.ly/42v376M
5. Financial Data Analysis and Financial Modelling: https://bit.ly/3OCWI5O
6. Artificial Intelligence Projects: https://bit.ly/3L8lhEi
7. Predict IPL 2023 Winner (End-to-End Data Science Project): https://bit.ly/3BfC3N9
8. Explainable AI (XAI) Machine Learning: https://bit.ly/3gsuIxb
9. Face Recognition: https://bit.ly/2YphpHm

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