With a straight forward new self build you can reclaim most of the VAT. However when it comes to conversions, extensions etc it gets more complicated.
the HM Revenue and Customs have the basics here. You can only make your claim once the building is certified as completed.
Mark Brinkley has a useful explanation of the legislation on his web site.