The PDF Invoice Generator project leverages the ReportLab library, a powerful PDF generation tool in Python. ReportLab allows for the creation of complex PDF documents from simple scripts, providing precise control over the layout and design. The project also demonstrates best practices such as creating a virtual environment using tools like virtualenv, which helps manage dependencies and ensures a clean development environment.