Update app.py

app.py

@@ -194,7 +194,11 @@ def generate_caption(protein, prompt):
 # Define the FAPM interface
 description = """Quick demonstration of the FAPM model for protein function prediction. Upload an protein sequence to generate a function description. Modify the Prompt to provide the taxonomy information.
 
-The model used in this app is available at [Hugging Face Model Hub](https://huggingface.co/wenkai/FAPM) and the source code can be found on [GitHub](https://github.com/xiangwenkai/FAPM/tree/main)."""
+Our paper is available at [BioRxiv](https://www.biorxiv.org/content/10.1101/2024.05.07.593067v1)
+
+The model used in this app is available at [Hugging Face Model Hub](https://huggingface.co/wenkai/FAPM) and the source code can be found on [GitHub](https://github.com/xiangwenkai/FAPM/tree/main).
+
+Thanks for the support from ProtonUnfold Tech.  Co., Ltd (https://www.protonunfold.com/)."""
 
 # iface = gr.Interface(
 #     fn=generate_caption,