Officers responded to the scene near San Benito and H Street around 11:30 am and found the woman stabbed multiple times in the upper body.
They say the suspect left the scene on foot and they are still working to track them down. Police believe the suspect is a female.
There is no motivation for the stabbing at this time.
The victim is expected to recover from her injuries.