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Brandon from Doc Parser demonstrates how to extract text from a PDF in this tutorial. He begins by preparing the PDF document for upload, choosing to do it manually. Brandon clicks on "Create Document Parser," selects "Custom," and names the parser "email addresses," which indicates the data to be extracted. After uploading the PDF by browsing for its location, he clicks "Continue." The next screen displays various parsing rules, and since the goal is to extract text, he selects "text fixed position," which allows for text extraction from a specified location in the document. A free sample PDF is shown as part of the demonstration.