Update app.py

app.py

@@ -155,13 +155,14 @@ def process_file(client_file):
                 common_list = []  # Reset the common_list for next vendor_file
                 matches_found = True  # Set the flag to True as matches were found
         
-        highest_score_vendor = max(total_trellis_scores, key=total_trellis_scores.get)
-        highest_score_vendor = highest_score_vendor.split(".")[0]
+        top_three_vendors = sorted(total_trellis_scores, key=total_trellis_scores.get, reverse=True)[:3]
+        top_three_vendors = [vendor.split(".")[0] for vendor in top_three_vendors]
+
 
         if not matches_found:  # In case there were no matches
             return "No matching data found.", None, None
         else:
-            def gpt3_query(prompt, engine='gpt-3.5-turbo', max_tokens=100, temperature=0.3):
+            def gpt3_query(prompt, engine='gpt-3.5-turbo', max_tokens=3000, temperature=0.3):
                 try: 
                     response = openai.ChatCompletion.create(
                         model=engine,
@@ -173,14 +174,39 @@ def process_file(client_file):
                         temperature=temperature
                     )
                     return response['choices'][0]['message']['content'].strip()
+                
                 except Exception as e:
                     print(f"Error in gpt3_query: {str(e)}")
                     return None
 
         # Get GPT-3.5-turbo to create a summary text
-            summary = gpt3_query(f"Based on the Trellis Score, the best vendor is {highest_score_vendor}. Please provide a brief summary.")
+            summary = gpt3_query(f"""Based on the Trellis Score, the top three vendors are {', '.join(top_three_vendors)}. 
+
+We have analyzed the performance of several vendors and identified the top three based on their Trellis Scores. Here are the key data points for each:
+
+1. [name vendor 1] 
+    - Trellis Score: {total_trellis_scores}
+    - Strengths: [brief summary of strengths]
+    - Weaknesses: [brief summary of weaknesses]
+    - Key Features: [brief summary of key features]
+
+2. [name vendor 2]
+    - Strengths: [brief summary of strengths]
+    - Weaknesses: [brief summary of weaknesses]
+    - Key Features: [brief summary of key features]
+
+3. [name vendor 3]
+    - Strengths: [brief summary of strengths]
+    - Weaknesses: [brief summary of weaknesses]
+    - Key Features: [brief summary of key features]
+
+Based on this format, please provide a detailed breakdown of the strengths and weaknesses of each vendor, along with an overall comparison.
+""")
+
+
+            return f"Matching data has been saved to 'matches.xlsx'.\n\n{summary}", os.path.abspath('matches.xlsx'), top_three_vendors
+         
 
-            return f"Matching data has been saved to 'matches.xlsx'.\n\n{summary}", os.path.abspath('matches.xlsx'), highest_score_vendor
 
 
 iface = gr.Interface(
@@ -189,7 +215,7 @@ iface = gr.Interface(
     outputs=[
         gr.components.Textbox(label="Status"),
         gr.components.File(label="Download Match Results"),
-        gr.components.Textbox(label="Vendor with Highest Score")
+        gr.components.Textbox(label="Top Three Vendors")
     ],
 )