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In this video tutorial, Brandon from Doc Parser demonstrates how to extract text from a PDF document. The process begins with having a PDF ready for upload, which can be done either manually or automatically. He chooses the manual method, first clicking on "Create Document Parser." Then, he selects "Custom" and names the parser "email addresses" for the specific data to be extracted. After uploading the PDF by browsing for its location, he proceeds to the next screen where various parsing rules are available. For text extraction, he selects "text fixed position," which enables extraction from a specific location in the document. A sample PDF is displayed for illustration.