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In this video tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF. He begins by preparing a PDF document for upload, which can be done manually or automatically; he opts for the manual method. The first step is to click on "Create Document Parser," select "Custom," and name the parser (he chooses "email addresses"). After naming, he uploads the PDF by browsing for its location and confirming. The next step involves selecting parsing rules, specifically "text fixed position," which enables extraction from a specified location in the document. He presents a sample PDF to illustrate the process.