German news agency dpa reported that several others had also been injured in Rot am See, northeast of Stuttgart.
Police said a suspect had been arrested, and that the incident "in a building" may be connected to a "relationship".
Initial information suggests the suspect and the victims knew each other, officers added, saying there was no evidence of further perpetrators.
A "large operation" is underway.
More follows..
