What is the source of these nasty docs? I am also working on a layer above pdfminer.six to parse tables. It seems like this task is never done. LLMs have had mixed results for me too. I am focused on documents containing invoices, income statements, etc from the real estate industry.

My email is in my profile if you want to reach out and compare notes!