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In this video tutorial, Brandon introduces the process of extracting text from a PDF using Doc Parser. He begins by suggesting that users prepare a PDF document for upload, which can be done either manually or automatically. Brandon demonstrates the manual method by clicking on "create document parser," selecting "custom," and naming the parser "email addresses." After this, he uploads the PDF document by browsing its location and clicking "open." He then reviews various parsing rules and selects "text fixed position" to extract text from a specified location in the document. A sample PDF document is displayed for reference.