The blast occurred shortly after 12:00 pm in a storage area of the Sellier & Bellot plant in the central town of Vlasim, fire brigade spokesman Ladislav Holomcik told AFP.
He said it appeared two people were missing, but that an explosives expert would have to check the site before rescuers could search the scene.