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In this tutorial by Brandon from Doc Parser, viewers learn how to extract text from a PDF document. The process starts with preparing the PDF for upload, which can be done automatically or manually. Brandon chooses the manual method, clicking “create document parser” and then selecting “custom” to name the parser (in this case, "email addresses"). After naming, users upload the PDF by browsing to its location and clicking “open” followed by “continue.” The tutorial then presents various parsing rules, and for extracting text, “text fixed position” is chosen to specify the text location. A sample PDF document is used for demonstration.