Have you considered the Guildhall? I am not certain about their charges, but may be worth enquiring.
Are you having a church wedding or do you want to have a ceremony/reception at the same place?
I will put my thinking cap on for you, and if I can think of anywhere lovely and reasonable priced, I will come back...
Andrea de Gabriel