Giulio's house is in a quiet neighborhood on one of the Bristol's hills. You can walk to the city centre and it's a really nice walk. However, there is also a bus connecting Giulio's apartment to the center and the station. In five minutes you walk you are in Gloucester road which is plenty of bakery and very nice pub. I would advice to stay in Giulio's place.