Rescuers from the Ruam Katanyu Foundation said several patrons were injured in the accident at the unnamed food shop in Moo 4 village in Tambon Phayuha of Phayuha Khiri district.
When rescuers reached the scene, they found some patrons were still in the water.
A nearby house also collapsed into the river.