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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. He begins by preparing a PDF for upload, showing both automatic and manual methods, opting for the manual approach. To start, he clicks on "Create Document Parser," selects "Custom," and names the parser for the specific data type he will extract—in this case, "email addresses." After continuing, he uploads the PDF file by browsing to its location. Once uploaded, he reviews various parsing rules available and chooses "Text Fixed Position" to extract text from a specific location within the document. He also presents a sample PDF for demonstration.