TAB_ABOUT = """## 🗺️ LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction

LingBot-Map is a **feed-forward 3D foundation model** that reconstructs 3D scenes from video streams in real-time at ~20 FPS.

Given a continuous video stream, it recovers:
- 📷 **Camera poses** for each frame
- 🌊 **Depth maps** per frame  
- ☁️ **3D point clouds** of the scene

Unlike traditional SLAM systems that rely on iterative optimization, LingBot-Map does this in a **single forward pass** through a transformer.

### Paper
**"Geometric Context Transformer for Streaming 3D Reconstruction"**  
Lin-Zhuo Chen, Jian Gao, Yihang Chen, Ka Leong Cheng, Yipengjing Sun, Liangxiao Hu, Nan Xue, Xing Zhu, Yujun Shen, Yao Yao, Yinghao Xu

📄 [arXiv:2604.14141](https://arxiv.org/abs/2604.14141) | 🌐 [Project Page](https://technology.robbyant.com/lingbot-map) | 💻 [GitHub](https://github.com/robbyant/lingbot-map)
"""