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In this video tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. The process begins with having a PDF file ready for upload, which can be done either automatically or manually. He chooses the manual method by clicking on "Create Document Parser," selects "Custom," and names the parser "email addresses" for extracting specific data. Afterward, he uploads the PDF by browsing for its location and confirms the upload. The next step involves selecting parsing rules, specifically opting for "Text Fixed Position," which enables text extraction from predetermined locations in the document. A free sample PDF is provided for demonstration.