For the first time, theoretical arguments for the semiconducting properties of the ReSi_1.75 phase have been given by means of ab initio linear muffin-tin orbital method (LMTO) calculations. It is shown that the material is indeed a narrow-gap semiconductor with an indirect gap value of 0.16 eV. The first direct transition with appreciable oscillator strength at 0.30 eV is predicted.