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In this video tutorial, J demonstrates how to extract text from a PDF file using Python. The example uses a PDF containing lecture notes with two pages. The goal is to extract all the text and save it into a text file. J begins by opening a Python editor and creating a new Python file. To handle the PDF, J utilizes the PyPDF2 library, which can be installed via pip. J imports the PDF file reader and writer classes from the library. A variable is created to store the file path of the PDF. Since the Python file and the PDF are in the same directory, J directly uses the filename to open the PDF for reading.