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In this tutorial, Brandon from Doc Parser explains how to extract text from a PDF document. He starts by preparing a PDF file and choosing between automatic and manual upload methods. Brandon demonstrates the manual method by selecting "Create Document Parser" and choosing "Custom." He names the parser "email addresses" for the specific data he plans to extract and then uploads the PDF document by browsing for its location. After uploading, he highlights the variety of parsing rules available and selects "text fixed position," which allows for extracting text from a specified location on the document. A sample PDF is shown for reference.