How to Build Your First RAG Agent with Agent Development Kit (ADK + Vertex AI RAG Service)

aiwithbrandon β€’ May 11, 2025
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aiwithbrandon

@aiwithbrandon

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I teach developers how to build fullstack AI applications πŸ€–

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πŸš€ Pre-order Shipkit.ai - AI dev toolkit for AI-driven development: templates for chat, RAG, and ADK agents, a 14-module course, and Cursor-first workflows to build your entire app. Launching Sep 20. ⚑️Pre-order Shipkit.ai for instant access to 15+ prompts, 40+ Cursor rules, and my previous full-stack marketing course. πŸ‘‰ Pre-order shipkit.ai today https://shipkit.ai πŸ€– Download the source code here for free: https://brandonhancock.io/adk-rag Don’t forget to Like & Subscribe for more AI tutorials and free resources! πŸŽ‰ πŸ“† Need Help with AI? Join my FREE Skool Community for AI developers (+7K Members): https://www.skool.com/ai-developer-accelerator/about πŸ§‘β€πŸ’» Want me to help you bring your AI projects to life? Hire me: [email protected] πŸ“° Stay Updated with My Latest Projects: πŸ“ LinkedIn: https://www.linkedin.com/in/brandon-hancock-ai/ 🐦 Twitter/X: https://twitter.com/bhancock_ai ⏰ Video Timestamps: 00:00 - Start 01:04 - Free Skool community for AI Developers 01:21 - RAG Agent Demo 05:44 - 1. Create GCP Project 08:39 - 2. Install Google CLI 13:08 - 3. Setup RAG Agent 16:09 - 4. RAG Agent Deep Dive 20:45 - 5. Create Corpus Tool 27:19 - 6. List Corpus Tool 29:15 - 7. Add Data Tool 36:57 - 8. Get Document Info Tool 39:14 - 9. RAG Query Tool 45:33 - 10. Delete Document Tool 49:34 - 11. Delete Corpus Tool 50:58 - Outro

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