The girls were returning home from a relative's house when they were caught in a storm and took shelter under a tree in a tea garden in Naharkatia area of the district, police said
Lightning struck the tree killing two of the girls on the spot and seriously injuring another.
The dead have been identified as Shanti Sarmah and Uma Orang and the injured girl has been admitted to hospital, police said.