Tables and Paragraphs in PDFs files

I am looking to build a chat application that interacts with data from a PDF file. This file comprises a combination of tables and paragraphs. I’d appreciate any suggestions on the most effective procedures to follow during the document loading process to achieve the best results. Any guidance would be greatly appreciated.