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In this video tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. He begins by ensuring that a PDF is ready for upload, which can be done automatically or manually. He opts for the manual method, starting by clicking "create document parser" and selecting "custom" to name the parser—specifically for extracting email addresses. Next, he uploads the PDF by browsing to its location. After uploading, he reviews various parsing rules and selects "text fixed position" to extract text from a designated area within the document. He introduces a free sample PDF for better understanding of the process.