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This tutorial demonstrates how to extract text from a PDF file in under 60 seconds using the PyPDF2 library. First, install the library with the command `pip install PyPDF2`. Import the package using `from PyPDF2 import PdfReader`. Create a PDF reader object by specifying the file path. Next, initialize a dictionary to store the content of each page. Use a loop to iterate through the pages of the PDF, storing the page number as the key (index + 1) and the text extracted from the page as the value using `pdf_page.extract_text()`. Finally, print the dictionary containing the page content to complete the extraction process.