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In this tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. The first step is to prepare the PDF for upload, which can be done automatically or manually. He demonstrates the manual method by clicking "Create Document Parser," selecting "Custom," and naming the parser "email addresses." After naming the parser, he uploads the PDF document by browsing for its location and clicking "Open." He then selects parsing rules on the next screen, specifically choosing "Text Fixed Position" to extract text from predetermined areas in the document. A sample PDF document is provided for illustration.