diff --git a/examples/software_team/chat_interface.py b/examples/software_team/chat_interface.py
index 673e4661..cf59b3b6 100644
--- a/examples/software_team/chat_interface.py
+++ b/examples/software_team/chat_interface.py
@@ -1,14 +1,30 @@
+import json
 import panel as pn
-from agents import developer_agent, tester_agent, project_manager_agent
+from agents import project_manager_agent
+from swarm import Swarm
+
+client = Swarm()
+
+messages = []
+agent = project_manager_agent
 
 # Function to handle user input and display agent responses
 def handle_input(event):
     user_input = event.new
     if user_input:
-        response = project_manager_agent.functions[0](user_input)
-        chat.append((user_input, response))
-        chat_box.value = "\n".join([f"User: {msg[0]}\nAgent: {msg[1]}" for msg in chat])
+        global agent, chat, messages, chat_box
+        messages.append({"role": "user", "content": user_input})
+        response = client.run(
+            agent=agent,
+            messages=messages,
+            stream=False,
+        )
+        chat.append(("User", user_input))
+        pretty_print_messages(response.messages)
+        chat_box.value = "\n".join([f"{msg[0]}: {msg[1]}" for msg in chat])
         input_box.value = ""
+        messages.extend(response.messages)
+        agent = response.agent
 
 # Set up the chat interface
 chat = []
@@ -18,3 +34,26 @@ def handle_input(event):
 
 chat_interface = pn.Column(chat_box, input_box)
 chat_interface.servable()
+
+def pretty_print_messages(messages) -> None:
+    for message in messages:
+        if message["role"] != "assistant":
+            continue
+
+        # print agent name in blue
+        print(f"\033[94m{message['sender']}\033[0m:", end=" ")
+
+        # print response, if any
+        if message["content"]:
+            print(message["content"])
+            chat.append((message["sender"], message["content"]))
+
+        # print tool calls in purple, if any
+        tool_calls = message.get("tool_calls") or []
+        if len(tool_calls) > 1:
+            print()
+        for tool_call in tool_calls:
+            f = tool_call["function"]
+            name, args = f["name"], f["arguments"]
+            arg_str = json.dumps(json.loads(args)).replace(":", "=")
+            print(f"\033[95m{name}\033[0m({arg_str[1:-1]})")
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