Reduce Hallucinations: Your agent has a relatively high hallucination rate. Consider improving your prompts with more factual constraints or using a more recent model version.
Improve Task Completion: Your agent's task completion rate could be improved. Review common failure patterns and enhance your agent's instructions for handling complex requests.
Enhance Contextual Understanding: Your agent could better maintain context throughout conversations. Consider increasing context window or improving memory mechanisms.