Update multi_agent.py

multi_agent.py

@@ -50,6 +50,11 @@ def run_multi_agent(llm, message):
         max_turns=10
     )
 
+    chat_history = ""
+    
+    for message in chat_result["messages"]:
+        chat_history += f"Role: {message['role']}, Content: {message['content']}\n")
+    
     image_data = read_image_file("/home/user/app/coding/ytd_stock_gains.png")
     markdown_code_png = generate_markdown_image(image_data)
 
@@ -79,10 +84,10 @@ def run_multi_agent(llm, message):
     except Exception as e:
         print(f"An unexpected error occurred: {e}")
 
-    result = markdown_code_png + "\n" + markdown_code_sh + "\n" + markdown_code_py
+    result = markdown_code_png + "\n" + markdown_code_sh + "\n" + markdown_code_py + "\n" + chat
 
     print("===")
-    print(chat_result)
+    print(chat_history)
     #print(result)
     print("===")