An exciton is a quasi-particle formed when an electron in a semiconductor gains enough energy to jump from the valence band to the conduction band, leaving behind a positively charged hole. This electron-hole pair is bound together by Coulombic attraction and plays a crucial role in the optical and electronic properties of semiconductor materials.