changed subtitle

app.py

@@ -22,7 +22,6 @@ else:
     print("OPENAI_API_KEY not found. Please check your Secrets configuration.")
 
 def extract_leaf_nodes(data, parent_key=''):
-    """Extract only the leaf nodes (keys without nested key-value pairs)."""
     leaf_nodes = {}
     for key, value in data.items():
         new_key = f"{parent_key}.{key}" if parent_key else key
@@ -37,7 +36,7 @@ def extract_leaf_nodes(data, parent_key=''):
 
 def agent_response(schema_json: str, topic: str):
     try:
-        # Parse the schema JSON string
+        # parse the schema JSON string
         schema = json.loads(schema_json)
     except json.JSONDecodeError:
         return "Invalid JSON schema.", 0.0
@@ -48,30 +47,28 @@ def agent_response(schema_json: str, topic: str):
             "extraction_schema": schema,
         })
 
-    # Measure processing time
+    # calc processing time
     start_time = time.time()
     result = asyncio.run(fetch_data(schema, topic))
     processing_time = time.time() - start_time
 
-    # Extract the 'info' dictionary from the result
+    # get 'info' dictionary from the result
     info = result.get('info', {})
 
-    # Extract only the leaf nodes for display
     leaf_nodes = extract_leaf_nodes(info)
 
-    # Format the key-value pairs as Markdown with newlines
+    # format the key-value pairs as Markdown with newlines
     display_data = "\n\n".join(f"**{key}**: {value}" for key, value in leaf_nodes.items())
 
     return display_data, processing_time
 
-# Define the Gradio interface
 with gr.Blocks() as demo:
     gr.Markdown(
         """
         <div style="text-align: center;">
             <h1 style="color: #4CAF50;">🌟 Enrichment Agent Interface 🌟</h1>
             <p style="font-size: 1.2em; color: #555;">
-                Dynamically extract and display information in a visually appealing format.
+                Gathers information about a topic and shows them in structured format.
             </p>
         </div>
         """
@@ -108,5 +105,4 @@ with gr.Blocks() as demo:
 
     submit_button.click(on_submit, inputs=[schema_input, topic_input], outputs=[output_display, time_display])
 
-# Launch the interface
 demo.launch(share=True)