<p>I would like to do full-text searching of data in my Ruby on Rails application.  What options exist?</p>

You can use Ferret (which is Lucene written in Ruby). It integrates seamless with Rails using the acts_as_ferret mixin. Take a look at "
How to Integrate Ferret With Rails
". A alternative is
Sphinx
.