Most likely it is early arthritis. It can be treated with non surgical methods and injections.
Next Steps
Get an X-ray left knee AP and lateral, in standing position done and review after that
Health Tips
Take a mild pain killer like ultracet till you review with X-rays
Early treatment will prevent surgery