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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF. First, ensure you have the desired PDF document ready for upload, which can be done manually or automatically. Brandon opts for the manual method, starting by clicking “Create Document Parser” and selecting “Custom.” He names the parser "email addresses" and proceeds. The next step involves uploading the PDF by browsing its location, clicking “Open,” and then “Continue.” Finally, Brandon discusses the options available for parsing rules, specifically selecting "text fixed position" to extract text from a designated area in the PDF.