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In this video tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. He begins by advising viewers to have a PDF file ready for upload, which can be done either automatically or manually. He demonstrates the manual method, starting with the creation of a document parser. After clicking "Create Document Parser," he selects "Custom" and names it (e.g., "email addresses"). Next, he uploads the PDF by browsing for the file location. Following the upload, he explains the various parsing rules available, specifically selecting "Text Fixed Position" to extract text from specified locations within the PDF. A sample PDF document is shown for reference.