As officers responded, police learned that the two vehicles involved drove away, traveling down Taylorsville Road onto Rip Rap Road, according to a release from the Huber Heights Police Division.
One of the cars crashed into a ditch off Rip Rap Road near Little York Road.
People got out of one of the vehicles, and then more gunshots were fired.
One person was seen running towards the Great Miami River and others remained in the vehicles, police said.
No one was shot.
Several casings and a gun were recovered, and the shots fired incident remains under investigation.
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