A training-free multi-agent LLM framework with summary-based hybrid retrieval generates correct PIC design tool scripts from natural language, passing all 48 self-built benchmark tasks where the best baseline passes 27.
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PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation
A training-free multi-agent LLM framework with summary-based hybrid retrieval generates correct PIC design tool scripts from natural language, passing all 48 self-built benchmark tasks where the best baseline passes 27.