A spokesman for Bexar County Sheriff's Office told the AP they responded to reports of an active shooting at Joint Base San Antonio-Lackland.
The base is the home of the US Air Force's basic training.
The Sherriff's office has tweeted they are still inside the building and the scene may still be "active".