Update app.py

app.py

@@ -139,8 +139,11 @@ def recommend_outfits(user_query, image_data, vector_store, image_filenames, ima
 def gradio_app():
     with gr.Blocks() as demo:
         gr.Markdown("# RAG-Based Outfit Recommendation System")
-        gr.Markdown("Upload images of your clothing items and describe what kind of outfit you need.")
-
+        gr.Markdown("Ever spend too much time in the morning or before going out trying to decide what to wear ? ")
+        gr.Markdown("Well think no more just upload images of your clothing items, like a virtual wardrobe and describe in natural language what kind of outfit you need.")
+        gr.Markdown("Example: I want something classy but with bright colors for a date night")
+        gr.Markdown("The system works like your typical RAG, your clothing items are embedded in a vector space based on their captions generated by a VLM")
+        gr.Markdown("Then we match your query to the best matching combinations of items from your wardrobe")
         image_data_state = gr.State()
         vector_store_state = gr.State()
         image_filenames_state = gr.State()