The Schwartz space is a function space of rapidly decreasing smooth functions that is crucial in the theory of distributions and Fourier analysis. It provides a framework for the rigorous treatment of the Fourier transform and is essential for understanding tempered distributions and their applications in partial differential equations and quantum mechanics.