Hierarchical document structuring is currently not supported.

The models used here are vision-based models. While there are datasets that differentiate between titles and section headers, additional logic would be required to transform the detected layout segments into a hierarchical tree structure.

Larger multimodal models like Qwen 2.5 or Gemma 3 might be able to help.