Sheriff's deputies responded to a home on Hogan avenue near Reedley for a report of a burglary.
A relative of the victims was identified as a possible suspect.
While seaching the area, a deputy spotted a car that belonged to the suspect.
When approaching the vehicle, the driver sped off.
The pursuit lasted ten miles and crossed county lines before ending in Reedley.
The 35-year female driver was taken to the hospital to be checked for possible injuries.
Her and her male passenger have been booked in the Fresno county jail.