Fix 74 readme new reader

This is a set of commits to improved documentation  -- closes issue 74.
I am open to any suggestions for improvement. 
Fixed in https://github.com/indera/redi/commit/3f55988cf2ea399df12a28a0b6ee0d859f79f747