def reflect_trader(self, current_state, returns_losses, trader_memory):
        """Reflect on trader's decision and update memory."""
        situation = self._extract_current_situation(current_state)
        trader_decision = current_state["trader_investment_plan"]

        result = self._reflect_on_component(
            "TRADER", trader_decision, situation, returns_losses
        )
        trader_memory.add_situations([(situation, result)])
Reflect on trader's decision and update memory.
tradingagents/graph/reflection.py