Open README.rst file with UTF-8 encoding

I was getting this error with python 3.3.2 on OpenSuse 13 64bit
long_description = open('README.rst').read()
UnicodeDecodeError: 'ascii' codec can't decode byte 0xc3 in position 47762: ordinal not in range(128)