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In this video tutorial, Brandon from Doc Parser explains how to extract text from a PDF. He begins by preparing a PDF document for upload, which can be done automatically or manually. Brandon chooses the manual method, clicking "Create Document Parser" and selecting "Custom" to name the parser (e.g., "Email Addresses"). After naming, he uploads the PDF by browsing for its location and clicking "Open." Next, he encounters various parsing rules and selects "Text Fixed Position," which enables text extraction from a specified location in the document. Brandon also shows a sample PDF document as part of the demonstration.