Beautify urls in Symphony CMS?

Beautify urls in Symphony CMS?

I need to Beautify urls in Symphony CMS. I have a list of about 10
searches, static URLs, that looks like this:
http://www.domain.com/#!district=1&region%5Bcity%5D=&region%5Bregion%5D=&type=Butik&size%5Bmin%5D=0&size%5Bmax%5D=2500&string=&sort=1&page=sv%2Flediga-lokaler
The goal is to have them look like this:
http://www.domain.com/stockholm/butiker
What is the fastest way to achieve this? With .htaccess? How would such a
rewrite rule look like?