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In this tutorial, the presenter demonstrates how to extract text from a PDF file using the PyPDF2 library. A sample PDF document is opened that contains text regarding AI Sciences' customer service, an email address, and a website. The goal is to extract this text and convert it into a .txt file for further manipulation. The tutorial guides viewers to their coding environment, instructing them to install PyPDF2 if it's not already installed. The presenter begins coding by opening the PDF file in read mode to start the text extraction process.