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[Bug]: Repeated answer history problems occur when using Agent

> It depends on the NLP capability of LLM. ![image](https://private-user-images.githubusercontent.com/12318111/370684472-432fbc1f-3f85-47ff-8b12-e80b845bfd9d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.0nmpWmiJ_V7UF7cbGAALHnkSwfkON6vpIlQH3axeBJ4) What size model are you using? Because this situation occurred when I used deepseek-chat in the demo, and a similar...