"We pledge our commitment to world peace, non-violence and service to humankind, ideals that were very close to Lord Buddha," Modi said on the Twitter.
"On Buddha Purnima, we bow to the venerable Lord Buddha, whose teachings have guided the entire humanity for centuries," he said.
Buddha Purnima is observed as Lord Buddha's birth anniversary.