The National Weather Service in Louisville said a tornado touched down in Taylor County.
A storm survey team said they found evidence of an EF1 tornado in northern Campbellsville and also straight line wind damage.
Meterologists said the tornado traveled six miles. Winds were estimated up to more than 100 miles per hour.
According to reports, a number of buildings were damaged, but no one was injured.