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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. The process begins with having a PDF ready for upload, which can be done either automatically or manually. He opts for the manual method. First, users click "Create Document Parser," then select "Custom" to name their parser, in this case "email addresses." Next, users upload the desired PDF by browsing its location. After clicking open, they proceed by selecting text parsing rules. For text extraction, he chooses the "text fixed position" rule, which allows text extraction from a specified location in the document. A sample PDF is provided for reference.