A crew from Clitheroe, together with a water rescue team from Darwen, managed to bring the person to safety.
The alarm was raised at around 3:30pm on the river bank in Waddington Road, Waddington.
The casualty was treated by ambulance crews, but it is not known if they were seriously injured.