In complex numbers, the real part is the component that can be found on the horizontal axis of the complex plane, while the imaginary part is the component on the vertical axis, represented by a multiple of the imaginary unit 'i'. Together, these parts allow complex numbers to be expressed in the form a + bi, where 'a' is the real part and 'b' is the imaginary part.