Teaching Machines to Understand Documents with Docling

Docling Exploration Introduction In this experiment I have explored the Docling CLI and used it to parse a PDF and export it to multiple formats. I have also tried various flags to become familiar with the basic commands and functionality of Docling, which is part of the RAG support in Ramalama. Documents Used For this task i have chosen the Pytorch Conference brochure and the Attention Is All You Need paper. I chose the brochure because it has diverse elements images, multi-column format, multi column table with rich formatting, and styled text which is a great way to evaluate docling's performance across different formats and also to test features like table extraction and OCR. I also wanted to test the --enrich formula feature flag but since the brochure has no mathematical formulas i used thr Attention Is All You Need research paper for that. Errors Encountered During the course of this experiment when I was testing the --force OCR flag on the Pytorch Conference brochure i encounte