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class ExtendLibraryFlow(AbstractBossFlow):
    def run(self, input_data: Dict[str, Any]) -> Dict[str, Any]:
        # ~~~ sets the input_data in the flow_state dict ~~~
        self._state_update_dict(update_data=input_data)
    
        max_rounds = self.flow_config.get("max_rounds", 1)
        if max_rounds is None:
            log.info(f"Running {self.flow_config['name']} without `max_rounds` until the early exit condition is met.")
    
        self._sequential_run(max_rounds=max_rounds)
    
        output = self._get_output_from_state()
    
        self.reset(full_reset=True, recursive=True, src_flow=self)
    
        return output