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arXiv cs.AI·

AutoRPA: Efficient GUI Automation through LLM-Driven Code Synthesis from Interactions

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In three linesAutoRPA distills decision logic from LLM agents (ReAct paradigm) into robust RPA functions using a translator-builder pipeline and retrieval-augmented generation. On repetitive GUI tasks, generated functions reduce token usage by 82–96% while maintaining performance.
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AI AgentsCode generationReasoningRAG

Summary generated by Claude — human-verified