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As a principal AI architect, design a CAMEL-based multi-agent system for lead compound optimization targeting obesity. Define at least three distinct agent roles (e.g., 'Chemist Agent', 'Biologist Agent', 'ADMET Specialist Agent'), their responsibilities, and how they will communicate to iteratively propose, evaluate, and refine lead structures. How will you use a tool like StarCoder 2 to assist agents in generating relevant code snippets or chemical reactions?
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