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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF. The process begins by preparing a PDF document for upload, which can be done manually or automatically. He follows the manual method, starting by clicking "Create Document Parser" and selecting "Custom" to name the parser, which he labels "email addresses" for extracting specific data. After this, he uploads the PDF document by browsing to its location, then clicks "Continue." The next screen presents various parsing rules, and to extract text, he selects "Text Fixed Position," enabling the extraction of text from specified locations within the document.