Language models are able to generate text, but when requiring a precise output format, they do not always perform as instructed. Various prompt engineering techniques have been introduced to improve ...

In this work, we propose a multi-agent LLMs framework that is guided by design principles. Our multi-agent LLMs adopt a workflow of specialist agents that mirrors a professional design process: ...