The Tulare County Sheriff's Office says deputies were called to Reed Avenue just before 3:15 p.m. Thursday.
When deputies arrived, they found two people with gunshot wounds.
No additional information on the victims' conditions or a potential suspect was provided.
Residents are asked to avoid the area as detectives continue their investigation.
Action News has a crew on the way to learn more from sheriff's deputies.
Stay with ABC30 for the latest details on this developing story.