Update app.py

app.py

@@ -5,6 +5,7 @@ from decouple import Config
 
 config = Config('.env')
 
+
 def query_vectara(question):
     user_message = question
 
@@ -90,6 +91,23 @@ def query_vectara(question):
         return f"Error: {response.status_code}"  
 
 
+def convert_to_markdown(vectara_response):
+    if vectara_response:
+        # Extract summary and the first 5 sources
+        response_set = vectara_response.get('responseSet', [{}])[0]  # get the first response set
+        summary = response_set.get('summary', [{}])[0]  # get the first summary
+        summary_text = summary.get('text', 'No summary available')
+        sources = response_set.get('response', [])[:5]
+        sources_text = [source.get('text', '') for source in sources]
+
+        # Format the summary and sources as Markdown
+        markdown_summary = f"**Summary**: {summary_text}\n\n"
+        markdown_sources = "\n".join([f"- {source}" for source in sources_text])
+
+        return f"{markdown_summary}**Sources**:\n{markdown_sources}"
+    else:
+        return "No data found in the response."
+
 iface = gr.Interface(
     fn=query_vectara,
     inputs=[gr.Textbox(label="Input Text")],