SceneGenAgent

About

Industrial scene design — factory floors, equipment layouts — demands numeric precision that free-form LLM output cannot guarantee, so the THUDM agent generates executable C# code whose structure makes every measurement and position explicit and checkable. The loop proposes a layout, verifies it against quantitative constraints, and refines until the scene satisfies the requirements, with results published at ACL 2025 Main. The repository includes the agent framework, the SceneInstruct fine-tuning dataset, and training and inference guides, deployable as a Gradio app against API models or local checkpoints. It is research code — nine commits, no releases — aimed at researchers in layout generation and industrial digital twins rather than production users. The technique generalizes: any domain needing quantitative, verifiable spatial output can adopt the code-as-specification pattern.