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In this tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. First, he instructs viewers to have a PDF ready for upload, which can be done either automatically or manually. He demonstrates the manual method by clicking "create document parser," selecting "custom," and naming the parser (in this case, "email addresses"). After clicking continue, he uploads the PDF by browsing for its location. Next, he highlights that various parsing rules are available and selects "text fixed position" to extract text from a specific area in the document. A sample PDF document is shown for reference.