Docs update for PR #1 on autogen-test

python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/termination.ipynb

@@ -127,15 +127,15 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## StopMessageTermination\n",
+    "## TextMentionTermination\n",
     "\n",
-    "In this scenario, the team terminates the conversation if any agent sends a `StopMessage`. So, when does an agent send a `StopMessage`? Typically, this is implemented in the `on_message` method of the agent, where the agent can check the incoming message and decide to send a `StopMessage` based on some condition. \n",
+    "In this scenario, the team terminates the conversation if any agent's message contains a specific text mention, such as \"TERMINATE\". This approach provides more flexible and explicit control over when a chat session should end. \n",
     "\n",
-    "A common pattern here is prompt the agent (or some agent participating in the conversation) to emit a specific text string in it's response, which can be used to trigger the termination condition. \n",
+    "A common pattern here is to prompt the agent (or some agent participating in the conversation) to emit a specific text string in its response, which can be used to trigger the termination condition. \n",
     "\n",
-    "In fact, if you review the code implementation for the default `CodingAssistantAgent` class provided by AgentChat, you will observe two things\n",
-    "- The default `system_message` instructs the agent to end their response with the word \"terminate\" if they deem the task to be completed\n",
-    "- in the `on_message` method, the agent checks if the incoming message contains the text \"terminate\" and returns a `StopMessage` if it does. "
+    "In fact, if you review the code implementation for the default `CodingAssistantAgent` class provided by AgentChat, you will observe two things:\n",
+    "- The default `system_message` instructs the agent to end their response with the word \"terminate\" if they deem the task to be completed.\n",
+    "- In the `on_message` method, the agent checks if the incoming message contains the text \"terminate\" and triggers a termination if it does."
    ]
   },
   {
@@ -163,7 +163,7 @@
       "--------------------------------------------------------------------------- \n",
       "\u001b[91m[2024-10-19T12:19:31.753265], Termination:\u001b[0m\n",
       "\n",
-      "Stop message received"
+      "Termination condition met"
      ]
     }
    ],
@@ -178,7 +178,7 @@
     "round_robin_team = RoundRobinGroupChat([writing_assistant_agent])\n",
     "\n",
     "round_robin_team_result = await round_robin_team.run(\n",
-    "    \"Write a unique, Haiku about the weather in Paris\", termination_condition=StopMessageTermination()\n",
+    "    \"Write a unique, Haiku about the weather in Paris\", termination_condition=TextMentionTermination(\"TERMINATE\")\n",
     ")"
    ]
   }