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The tutorial demonstrates how to create a chat application where users can upload PDF files and ask questions directly from the document. By following the step-by-step process using Python, viewers can replicate the user interface. The video will cover creating both the front end and back end of the chat app with live coding. The end product will be a PDF chat application.