How to Combine RAG with Real-Time Web Search (Single Page, Search, Allowed Domains)

Dave Ebbelaar November 7, 2025
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Dave Ebbelaar

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About

Hi! I’m Dave, an AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials that show developers how to build production-ready AI systems. My goal is to cut through the hype and avoid unnecessary complexity, focusing instead on engineering principles that actually last. I also help developers kick-start their freelance careers. Check out the links below to learn more!

Video Description

Want to start freelancing? Let me help: https://go.datalumina.com/lI2Q1h1 Want to learn real AI Engineering? Go here: https://go.datalumina.com/UnJMhkR 💼 Need help with a project? Work with me: https://go.datalumina.com/TMGbUvO 🔗 GitHub Repository https://github.com/daveebbelaar/ai-cookbook/tree/main/context/web ▶️ Tutorials Mentioned in This Video Docling Tutorial: https://youtu.be/9lBTS5dM27c AI Agent Foundations: https://youtu.be/T1Lowy1mnEg ⏱️ Timestamps 00:00 Introduction to AI Development Patterns 05:21 Broader Web Search Techniques 10:19 Integrating Internal Knowledge 15:00 Building a Dynamic Agent 19:51 Conclusion and Next Steps 📌 Description In this tutorial, I show how to combine internal company knowledge with real-time web search to build smarter, more useful AI agents. I walk through how to merge things like employee handbooks with live web results and why adding proper citations is important when pulling in outside information. Using practical code examples, I demonstrate how to fetch and process web pages with the OpenAI API, run focused searches for specific topics, and load markdown-based handbooks so the AI can answer questions more flexibly. I wrap up by showing how to keep your code organized and encourage you to use these techniques to make your own AI systems more powerful and reliable. 👋🏻 About Me Hi! I'm Dave, AI Engineer and founder of Datalumina®. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!

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