I wrote a wrapper (I'll release it as a plugin if requested) for the Geocoding API, the bulk of the work (the REST call) occurs in a function called doQueryGIS.

He include the code for the wrapper function and show how to use it to make a call to the API, setting up the caching directory and passing in the raw address data from the user.