The difference comes from the case of the noun. Here it's "from Rome" because the noun is in the ablative, Romā. If we wanted to say "to Rome" then we'd put the noun in the accusative, Romam venimus.
Thanks for answering. What is the difference between Roma and Romā ?
I think the pronounciation : ā is a long or stressed "a" or something ... Anyone knows better ?