Well i don't think that will be a good idea, as you might have to pay two different banks, and that might effect your financial status too. But it will be good if you can look for single bank with low interest rates, and nowadays many online property dealers also helps you to get loan on low interest rates for a buying a new house, but that's a different thing, but still if you can find a site with low interest rates, please also suggest me too.