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In this RPA Hub tutorial, the video explains how to extract text from a PDF file using Microsoft Power Automate, an RPA tool that enables process automation without coding. It demonstrates the extraction process by selecting a sample PDF with multiple texts. The flow is executed to showcase the extracted content in a message box, allowing viewers to see the details. The tutorial concludes with a promise to build the complete flow from scratch, including optional storage of the extracted text into a text file.