I am working on a project where I have to extract tables from PDFs(usually financial reports which contain lot of tables(simple tables and cells merged tables) and graphs).
Following are the libraries that have been used without much great results:
Naugat, PyMuPDF(fitz) , PyPDF2 , pdfplumber, PDFMiner, Camelot, Tabula, pdfquery
What other OCR, LLMs or other tools do you recommend to proceed further? Thanks in advance!
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I’ve had good results using https://github.com/DevashishPrasad/CascadeTabNet
You might want to look into llamaIndex’s SECinsight repo. https://github.com/run-llama/sec-insightsz they do a lot of parsing on financial documents.