Evaluation and Refinement

Run your complete agent system with the sample input for the 'Personalized Investment Query' task. Capture the voice response transcript and the JSON summary. Critically evaluate the agent's performance in terms of accuracy, personalization, and conversational flow. Suggest potential improvements, especially regarding how the agent handles ambiguous queries or multiple tracked entities. Provide the final runnable Python code.