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In this tutorial by Brandon from Doc Parser, he demonstrates how to extract text from a PDF. The first step involves having a PDF document ready for upload, which can be done manually or automatically. Brandon opts for the manual method, starting by clicking "Create Document Parser". He selects "Custom" and names the parser "email addresses" to extract that specific data. After uploading the PDF document by browsing its location, he continues to a screen with various parsing rules. Since the goal is to extract text, he chooses the "Text Fixed Position" rule, which allows for extracting text from specified locations within the document. A sample PDF is shown for clarity.