2026
Error Notebook-Guided, Training-Free Part Retrieval in 3D CAD Assemblies via Vision-Language Models
ICLR 2026poster
Effective specification-aware part retrieval within complex CAD assemblies is essential for automated engineering tasks. However, using LLMs/VLMs for this task is challenging: the metadata sequences often exceed token budgets, and fine-tuning high-performing proprietary models (e.g., GPT, Gemini) is…