Talking to be a non-linguist without any education and learning in the speculation, but a native speaker using a life span of publicity to practice, my ear would count on you to state "The most important news is the fact my parents opened a fresh cafe a few weeks in the past." In case you claimed "have opened a cafe a couple of weeks ago", it might