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In this tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. The process begins by preparing the PDF for upload, which can be conducted either manually or automatically. Brandon chooses the manual method, starting by creating a document parser and naming it (e.g., "email addresses"). After this, he uploads the PDF file by browsing for its location and clicking "open." The next step involves selecting parsing rules, specifically the "text fixed position" option, which allows extraction of text from a defined location within the document. A sample PDF is displayed to illustrate the process.