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In this video tutorial, John Alder from teakinter.com demonstrates how to extract text from a PDF file using tkinter. He begins by encouraging viewers to download his free PDF guide on tkinter widgets from his website. The guide contains 150 pages detailing various tkinter widgets. He also promotes a membership option for accessing all his tkinter videos at a discounted rate using a coupon code. The tutorial focuses on creating an application that opens a PDF file, extracts specific text, and displays it in a text box, allowing users to manipulate the text as needed for further Python programming.