Update app.py

app.py

@@ -109,12 +109,12 @@ def show_components():
 
 with gr.Blocks() as demo:
     gr.HTML(
-        """
+        f"""
         <h1>Vector Search any Hugging Face Dataset</h1>
         <p>
-            This app allows you to vector search any Hugging Face dataset.
-            You can search for the nearest neighbors of a query vector, or
-            perform a similarity search on a dataframe.
+            This app allows you to vector search any Hugging Face dataset using 
+            <a href="https://hf.co/{model_name}" target="_blank">{model_name}</a>.
+            Select a relevant split & column name, then search!
         </p>
         """
     )