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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF. First, prepare the PDF document you wish to upload, which can be done automatically or manually. He opts for the manual method by clicking on "Create Document Parser" and selecting "Custom." Brandon names the parser "email addresses" for the specific data extraction. Next, he uploads the PDF by browsing to its location, clicking "Open," and then "Continue." The tutorial highlights various parsing rules, focusing on "text fixed position" to extract text from specified locations within the document. A sample PDF is referenced for illustration.