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In this video tutorial, the presenter demonstrates how to extract text from PDFs. The PDFs contain details like contract number, generated date, buyer details, organization details, buyer name, designation, contact number, email ID, and address. The tutorial shows how to extract this data into an Excel file using the pdf2 library and pandas. The process involves importing the necessary libraries, reading the PDFs, and extracting the text into Excel.