The frequency response function is a mathematical representation that describes how a system responds to different frequencies of input signals. It reveals the amplitude and phase shift of the output signal in relation to the input signal across a range of frequencies, providing insight into the dynamic behavior of systems, particularly in the context of filters. Understanding this function is crucial for analyzing how passive filters behave under varying frequency conditions.