This code requires Ruby 1.9.3.  I'd suggest using rvm, see
beginrescueend.com.

This code requires the gems in Gemfile.  You can use bundler, see
gembundler.com.

The 'stemmify' gem has an invalid security certificate, so you have to
add this line to your ~/.gemrc:

:ssl_verify_mode: 0