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Brandon from Doc Parser demonstrates how to extract text from a PDF. He starts by preparing a PDF document for upload, which can be done manually or automatically. For this tutorial, he chooses the manual method. First, he clicks "Create Document Parser," selects "Custom," and names the parser "Email Addresses" as that will be the extracted data. Next, he uploads the PDF by browsing for its location and clicking "Open," then continues. On the following screen, he selects parsing rules, specifically "Text Fixed Position," to extract text from a specified location. He provides a sample PDF for demonstration.