Radhika Shakya, Oli's wife, and the Chief Minister's wife Amruta Fadnavis were also present.
The Governor later hosted a banquet in honour of the Nepalese Prime Minister and his delegation comprising Ministers and Members of Parliament.
The reception was attended by Maharashtra finance minister Sudhir Mungantiwar, chief secretary Swadheen Kshatriya, Rajashree Birla, S Ramadorai and playback singer Udit Narayan among others.