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In this video, Brandon from Doc Parser demonstrates how to extract text from a PDF. He explains that the first step is to prepare the PDF document for upload, which can be done manually. He shows the manual method by clicking “create document parser,” selecting “custom,” and naming the parser (e.g., "email addresses") before proceeding. The next step involves uploading the PDF by browsing its location and clicking open. Following this, various parsing rules are presented, and for extracting text from the document, he selects "text fixed position," which allows extraction from a specified location in the document. A sample PDF document is shown to illustrate this process.