The headword is a Latin loan word, the plural of armamentarium (here given an inappropriate rough breathing, as if it were cognate with Greek harma- words).
Notable armories include the imperial ones built by Tiberius in the castra praetoria (21-23 CE); and see generally Lewis & Short s.v.