Personalized Completion Suggester

My application uses twitter's follower/following model.
Currently we use elasticsearch's new completion suggester feature to power
our search autocomplete.
But instead of returning any user matching the queries, we want to suggest
followers and following first and then any other user matching the query.

Is it possible to achieve this? If yes, how?

Thanks,
Welly

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