Update app.py

app.py

@@ -829,10 +829,11 @@ def run_omniagent(video_path: str, question: str, q_type: str,
 with gr.Blocks(title="OmniAgent-RL") as demo:
     with gr.Column(elem_id="col-container"):
         gr.Markdown(
-            "# OmniAgent: Native Active Perception as Reasoning for Omni-Modal Understandingn\n"
+            "# OmniAgent: Native Active Perception as Reasoning for Omni-Modal Understanding\n\n"
             "An agentic audio-visual understanding model that iteratively requests frames, "
             "audio, and clips to answer questions — powered by a Qwen2.5-Omni-7B "
             "model fine-tuned with agentic SFT and agentic RL.\n\n"
+            "> 🤗 **Huge thanks to the Hugging Face team** for building this ZeroGPU-optimized demo! Please note that to adapt to resource constraints, its underlying logic has some minor differences from our standard release. For the standard, fully-featured experience, please refer to our **[official demo script](https://github.com/HarryHsing/OmniAgent/blob/main/demo/omniagent_demo_pro.py)**.\n\n"
             "[Paper](https://huggingface.co/papers/2606.19341) · "
             "[GitHub](https://github.com/harryhsing/OmniAgent) · "
             "[Model](https://huggingface.co/harryhsing/OmniAgent-RL-7B)"