CADFather: Autonomous CAD Reconstruction through Coordinated Tool Use

• 类型：arxiv
• 标识：2610.09127
• 链接：https://arxiv.org/abs/2610.09127
• 主分类：agent
• 形态：method
• TLDR：Reconstructing an editable CAD model from a 3D shape remains a challenging engineering task. Existing methods can propose CAD operations, but no single source of proposals works equally well across different part geometries and stages of reconstruction. We introduce CADFather, an autonomous agentic system that coordinates complementary tools to recover parametric CAD programs from 3D meshes. A vision-language assistant inspects renders of the target and intermediate reconstructions, then decides which candidate CAD programs to extend, which tools to invoke, how many proposals to generate, and
• 待LLM分类：否
• 标题中文：CADFather：通过协同工具调用实现自主 CAD 重建
• TLDR中文：从三维形状重建可编辑 CAD 模型仍是一项具有挑战性的工程任务。现有方法可以提出 CAD 操作，但没有任何单一提案源能对不同零件几何与不同重建阶段同样有效。本文介绍 CADFather，一个自主 Agent 系统，通过协调互补工具从三维网格恢复参数化 CAD 程序。视觉-语言助手检查目标与中间重建结果的渲染图像，再决定扩展哪些候选 CAD 程序、调用哪些工具、生成多少提案，以及……
• 来源文件：
• /inbox/tom/_candidates/2026-10-08-agent-rag-longcontext-candidates.json