Update README.md

README.md

@@ -1,18 +1,4 @@
----
-title: Invoice Processing Pipeline
-emoji: 🧾
-colorFrom: blue
-colorTo: green
-sdk: docker
-app_port: 7860
-pinned: false
-tags:
-  - openenv
-  - multi-agent
-  - grpo
-  - rl
-short_description: 5-agent adversarial fraud detection RL environment
----
+
 <div align="center">
 
 <img src="https://capsule-render.vercel.app/api?type=waving&color=gradient&customColorList=6,11,20&height=200&section=header&text=Invoice%20Processing%20Pipeline&fontSize=40&fontColor=fff&animation=twinkling&fontAlignY=35&desc=Self-Improving%20Multi-Agent%20Fraud%20Detection%20%7C%20OpenEnv%20%2B%20GRPO%20%2B%20Qwen2.5&descAlignY=55&descSize=16" width="100%"/>
@@ -535,6 +521,7 @@ invoice-processing-pipeline/
 | 📓 **Training Colab (Extractor Agent)** | https://colab.research.google.com/drive/1fxfBt13LjmT4m98pJq-b5B__1ytFeszK?usp=sharing |
 | 📓 **Training Colab (Generator Agent)** | https://colab.research.google.com/drive/1O293_VBZQCthxlGpgvz5kxoty3zcsWGH?usp=sharing |
 | 💻 **GitHub** | https://github.com/ps2181/invoice-processing-pipeline |
+| 🎥 **Demo Video** | https://youtu.be/QSB4UOLvaC8?si=SGnIwsfTW4JGsU3e |
 | 🧩 **OpenEnv Framework** | https://github.com/meta-pytorch/OpenEnv |
 
 </div>