How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)

Want to get started as a freelancer? Let me help: https://www.datalumina.com/data-freelancer?utm_source=youtube&utm_medium=video&utm_campaign=youtube_video_traffic&utm_content=How%20to%20Get%20Your%20Data%20Ready%20for%20AI%20Agents%20%28Docs%2C%20PDFs%2C%20Websites%29 Additional Resources 📚 Just getting started? Learn the fundamentals of AI: https://www.skool.com/data-alchemy 🚀 Already building AI apps? Get our production framework: https://launchpad.datalumina.com/?utm_source=youtube&utm_medium=video&utm_campaign=youtube_video_traffic&utm_content=How%20to%20Get%20Your%20Data%20Ready%20for%20AI%20Agents%20%28Docs%2C%20PDFs%2C%20Websites%29 💼 Need help with a project? Work with me: https://www.datalumina.com/solutions?utm_source=youtube&utm_medium=video&utm_campaign=youtube_video_traffic&utm_content=How%20to%20Get%20Your%20Data%20Ready%20for%20AI%20Agents%20%28Docs%2C%20PDFs%2C%20Websites%29 🔗 GitHub Repository https://github.com/daveebbelaar/ai-cookbook/tree/main/knowledge/docling 🛠️ My VS Code / Cursor Setup https://youtu.be/mpk4Q5feWaw ⏱️ Timestamps 0:45 Building an Extraction Pipeline 2:15 Document Conversion Basics 6:12 HTML Extraction Techniques 9:10 Chunking Data for AI 14:22 Storing in Vector Databases 19:51 Searching the Vector Database 22:16 Creating an Interactive Application 📌 Description In this Docling tutorial, you will learn to extract and structure data from various documents, utilizing techniques such as parsing, chunking, and embedding. A walkthrough of Docling and a practical demonstration illustrate these processes. The video also explores integrating vector databases for efficient data storage and enhancing AI responses through embedding models. Finally, a simple interactive chat application is demonstrated, showcasing the completed knowledge extraction pipeline and optimization strategies. 👋🏻 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!