You better walk out of that village and wait next to the main road or call a taxi.
There are no taxis in that village , never.
Or hike up from there all the way to big Buddha, probably takes you 90 minutes, there are taxis
@ Morrison...thanks for the insider tip...worked great! Thinking about visiting Tai O this way as I saw a bus to Tai O.