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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF. First, prepare the PDF document for upload, which can be done automatically or manually. He opts for the manual method, starting by clicking "Create Document Parser," then selecting "Custom" to name the parser (example: "Email Addresses"). After proceeding, the user uploads the PDF by browsing for its location and clicking "Open." The next step involves choosing from various parsing rules; for text extraction, he selects "Text Fixed Position," which allows for text retrieval from a specific location in the document. He provides a free sample PDF as an example.