Soon after we arrived,we(were taken)on a tour of the city

take sb.on a tour of ...携带某人旅游...；带领某人参观...
由于这里没有没有明说是谁带这旅游的,所以就用了被动形式.如果改成主动式：
...,(they) took us on a tour of the city