Update README.md

README.md

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 > **The most dangerous AI isn't one that's wrong. It's one that's wrong and certain.**
-> ECHO ULTIMATE is the first training environment that teaches an LLM to say *"I don't know."*
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+> ECHO ULTIMATE is the first training environment that teaches an LLM to say *"I don't
 📝 **[Read our blog post](https://huggingface.co/datasets/Vikaspandey582003/echo-blog)**  
 🚀 **[Live Environment](https://huggingface.co/spaces/Vikaspandey582003/echo-ultimate)**  
-🤗 **[Trained Adapter](https://huggingface.co/Vikaspandey582003/echo-calibration-adapter)**  
+🎮 **[Interactive Demo (Gradio UI)](https://vikaspandey582003-echo-ultimate.hf.space/ui)**  
+📖 **[API Docs (Swagger)](https://vikaspandey582003-echo-ultimate.hf.space/docs)**  
+🤗 **[Trained Adapter](https://huggingface.co/Vikaspandey582003/echo-calibration-adapter)**   
 📓 **[Training Notebook](https://huggingface.co/spaces/Vikaspandey582003/echo-ultimate/blob/main/ECHO_Training.ipynb)**  
 🐍 **[Training Script (train.py)](https://huggingface.co/spaces/Vikaspandey582003/echo-ultimate/blob/main/training/train.py)**  
 📊 **[Training Log CSV](https://huggingface.co/Vikaspandey582003/echo-calibration-adapter/blob/main/training_log.csv)**