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In this video tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. The process begins with preparing the PDF for upload, which can be done either automatically or manually. Brandon opts for the manual method, starting by clicking "create document parser" and selecting "custom." He names the parser "email addresses" to reflect the data being extracted. After uploading the PDF by browsing for its location, he continues to the next screen where various parsing rules are available. For this task, he selects the "text fixed position" rule to extract text from a specified location within the document.