The shooting happened around 4:45 pm in the area of Lincoln and East avenues in Malaga.
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The Fresno County Sheriff's Office says a woman called 911 to report she and a man had both been shot at a home.
After the shooting, officials say the man and woman left the home and drove to the house of someone they knew on Malaga Avenue.
Both victims were taken to a local hospital with non-life-threatening injuries.
Detectives searched the home where the shooting was believed to have happened but did not find anyone.
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It is unclear what happened leading up to the shooting.
No arrests have been made at this time.
Stay with Action News for the latest updates on this developing story.