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In this tutorial, Brandon from Doc Parser explains how to extract text from a PDF. The process starts with having a PDF document ready for upload, which can be done automatically or manually. He chooses the manual method, beginning by clicking "Create Document Parser" and selecting "Custom." He names the parser "email addresses" to reflect the data being extracted. After uploading the PDF by browsing for its location and clicking "Open," he continues to the next screen, where various parsing rules are available. For text extraction, he selects "Text Fixed Position," which allows for extracting text from a specified location in the document.