can't autocomplete dynamically based on current command words

I'd like to be able to choose my autocomplete options based on earlier words in the command-line but as far as I can tell no more than a single argument is ever sent to the completer. Is it possible I'm missing something? I only see the current command set to the Completer function. Thanks.