agent3dify

A tool for converting 2D drawings into 3D models using a combination of AI agents.

This project is a development of cad3dify to an agent-based system. The root agent uses the following tools and subagents to operate:

• image_editor Tool
• CadQuery Builder
• Render Verifier

The image_editor Tool is an optional preprocessing tool: extract_outline and custom use image editing, while extract_view uses Gemini image understanding to detect a target view and crop it deterministically. The Render Verifier is an optional review subagent.

The CadQuery Builder is the primary subagent. It is responsible for building the 3D model from the drawing image with optional preprocessing views and verifier guidance.

flowchart TD
    U[User] --> S[Supervisor]

    S <-->|optional preprocessing| E[image_editor Tool]
    S <-->|build/revision task| B[CadQuery Builder]
    S <-->|verification| V[Render Verifier]
    V <--> E

Installation

uv sync
cp .env.example .env
# Edit .env to set your API keys

Usage

Run the agent with the default models:

uv run agent3dify --drawing data/b9-1.png

Run the agent with custom models:

uv run agent3dify \
  --drawing data/b9-1.png \
  --model openai:gpt-5 \
  --image-editor-model gemini-3-pro-image-preview \
  --view-detector-model gemini-3-flash-preview \
  --builder-model google_genai:gemini-3.1-pro-preview \
  --verifier-model google_genai:gemini-3.1-flash-preview

Demo

Input

Output