better layout 5

app.py

@@ -33,10 +33,16 @@ def find_matching_notes(uploaded_file, user_input):
         # Get the top 5 indices of the most similar entries
         top_indices = cosine_similarities[0].argsort()[-5:][::-1]
         
-        # Prepare the results as a DataFrame for better display
+        # Prepare the results
         results = df.iloc[top_indices][['Notes', 'Source', 'Section']]
+        results_list = results.values.tolist()
         
-        return results
+        # Format output for display
+        formatted_results = []
+        for row in results_list:
+            formatted_results.append(f"**Notes:** {row[0]}\n**Source:** {row[1]}\n**Section:** {row[2]}\n")
+        
+        return "\n".join(formatted_results)
     
     return "Please upload a valid CSV file."
 
@@ -47,7 +53,7 @@ iface = gr.Interface(
         gr.File(label="Upload Research Notes (CSV)"),
         gr.Textbox(label="Enter your text here", placeholder="Type your content...")
     ],
-    outputs=gr.Dataframe(label="Top 5 Matching Entries"),
+    outputs=gr.Textbox(label="Top 5 Matching Entries", lines=10, placeholder="Results will be displayed here..."),
     title="Research Notes Matcher",
     description="Upload a CSV file with 'Source', 'Section', and 'Notes'. Enter your text to find the top 5 matching notes."
 )
@@ -56,3 +62,4 @@ iface = gr.Interface(
 iface.launch()
 
 
+