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

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Additional Resources
📚 Just getting started? Learn the fundamentals of AI: https://www.skool.com/data-alchemy
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🔗 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!