cs.AI updates on arXiv.org 13小时前
New Interaction Paradigm for Complex EDA Software Leveraging GPT
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介绍AI辅助交互系统SmartonAI,通过整合大型语言模型,简化KiCad等EDA工具的使用,降低学习曲线,提高工作效率。

arXiv:2307.14740v2 Announce Type: replace-cross Abstract: Electronic Design Automation (EDA) tools such as KiCad offer powerful functionalities but remain difficult to use, particularly for beginners, due to their steep learning curves and fragmented documentation. To address this challenge, we present SmartonAI, an AI-assisted interaction system that integrates large language models into the EDA workflow, enabling natural language communication, intelligent task decomposition, and contextual plugin execution. SmartonAI consists of two main components: a Chat Plugin that breaks down user instructions into subtasks and retrieves tailored documentation, and a OneCommandLine Plugin that recommends and executes relevant plugins based on user intent. The system supports multilingual interaction and adapts to user feedback through incremental learning. Preliminary results suggest that SmartonAI significantly reduces onboarding time and enhances productivity, representing a promising step toward generalizable AI-assisted interaction paradigms for complex software systems.

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EDA工具 AI辅助 学习曲线 工作效率 SmartonAI
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