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In this tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. The process begins by preparing a PDF file for upload, which can be done manually or automatically. He demonstrates the manual method by first creating a document parser and naming it (in this case, "email addresses" for extracting specific data). After clicking continue, he uploads the PDF by browsing for its location and selecting it. The subsequent screen presents various parsing rules, from which he chooses "text fixed position" to extract text from a specified location within the document. A free sample PDF is displayed for reference.