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In this video tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. He starts by preparing the PDF for upload, either manually or automatically. He chooses the manual method, clicking to create a document parser and selecting "custom" to name the parser, which he labels "email addresses" for the specific data he intends to extract. After uploading the PDF by browsing its location, he continues to the next screen, where he selects parsing rules. For text extraction, he opts for "text fixed position," allowing him to specify the location of the text to extract. A sample PDF document is shown for illustration.