I always offer a drink of water... If we have other stuff like juice or coke I'll offer that too...
If I've got any biscuits or anything I'll offer those.

I don't think it's rude not to offer a tea or coffee or food, but maybe a "let me know if you need some water" is good? Water is a neccessity, tea n
Coffee aren't.