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In this tutorial from AI Sciences, the presenter demonstrates how to extract text from a PDF file using the PyPDF2 library. They open a sample PDF containing text about AI Sciences’ customer service, including an email address and website. The goal is to extract this text and convert it into a .txt file or manipulate the text information. The tutorial emphasizes the necessity of having the PyPDF2 library installed, providing a specific command for installation. Finally, the presenter begins coding by opening and reading the PDF file, indicating the next steps in the extraction process.