Update app.py

app.py

@@ -53,8 +53,12 @@ def display_recommendations(cname, use_euclidian_distance, use_description_embed
     return text_output, recommendations_image
 
 title = "Marvel Snap deck starter"
-description = """ Gradio demo for Marvel Snap deck starter. \n
-To use it, simply select the card in the dropdown that you want to use to kickstart the deck."""
+description = """Gradio demo for Marvel Snap deck starter \n
+To use it, simply select the card in the dropdown (cname) that you want to use to kickstart the deck and after setup the type of recommender system:\n
+1) Use the euclidian distance of association embedding to collect the recommendations (if not only based on normalised association)\n
+2) Use the description (name + stats + ability X transformers encoder) as a first filtering before the model in 1)\n
+More details in this article https://www.the-odd-dataguy.com/2023/01/15/marvel_snap_cold_start/
+"""
 article = "<div style='text-align: center;'>Marvel Snap deck starter by <a href='https://www.linkedin.com/in/jeanmicheldaignan/' target='_blank'>Jean-Michel D</a> | <a href='https://www.the-odd-dataguy.com/2023/01/15/marvel_snap_cold_start/' target='_blank'>Article</a>"
 
 demo = gr.Interface(