Doping and radiation exposure are two of the most preferred stratagems for enhancing the efficiency of V2O5 for optoelectronic and smart window applications. This work studies the effect of Bi-doping and gamma-ray irradiation on the structural and optical properties and color change of V2O5 films developed by casting/spin coating processes. Firstly, pure and Bi-doped V2O5 nano-sized powders with batonnets-like morphology (packs of nano-rods having diameters in the range of 7.28-16.28 nm and 9.32-95.49 nm) were prepared by a facile chemical route. The films were prepared by casting/spin-coating a suspension solution of the powder on glass substrates. X-ray diffraction (XRD) results indicate the formation of a layered V2O5 of orthorhombic structure, highly oriented in the (001) direction, with a crystallite size in the range of 35.8-51.3 nm, depending on the irradiation dose. The Fourier transform-infrared spectroscopy (ATR/FTIR) exhibited the presence of V-O-V, V--O vibrations, with intensities sensitive to Bi-doping and absorbed dose. Investigating the optical features reveals that the films are semitransparent. The pure V2O5 and Bi-doped V2O5 films have optical direct (indirect) band gaps in the ranges of 2.6-3.0 eV (1.3-1.6 eV) and 2.3-2.9 eV (1.1-1.5 eV), respectively. The optical parameters (k-index and the refractive index) can be tuned by Bi-doping and gamma-ray doses. The CIE colorimetry was used to evaluate the CIE LAB L*, a*, b*, and the total color change (Delta E) values. The results indicated that b* and L* can be used individually as a dosimetry index at doses <= 30 kGy. The results illustrate the feasible controlling of V2O5 films by Bidoping and gamma-irradiation for optoelectronic devices, dosimetry, and smart windows.