diff --git a/website/docs/tutorial/conversation-patterns.ipynb b/website/docs/tutorial/conversation-patterns.ipynb
index 7fb32104b33..c3da6fda058 100644
--- a/website/docs/tutorial/conversation-patterns.ipynb
+++ b/website/docs/tutorial/conversation-patterns.ipynb
@@ -1519,6 +1519,16 @@
     "from 3 to 7."
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The implementation of the nested chats handler makes use of the\n",
+    "[`registered_reply`](../reference/agentchat/conversable_agent/#register_reply)\n",
+    "method, which allows you to make extensive customization to\n",
+    " `ConversableAgent`."
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
diff --git a/website/docs/tutorial/human-in-the-loop.ipynb b/website/docs/tutorial/human-in-the-loop.ipynb
index 26c99b9a55f..cde9a57ade1 100644
--- a/website/docs/tutorial/human-in-the-loop.ipynb
+++ b/website/docs/tutorial/human-in-the-loop.ipynb
@@ -8,7 +8,19 @@
     "\n",
     "In the last two chapters we introduced the `ConversableAgent` class and showed how you can use it to create autonomous (`human_input_mode=NEVER`) agents that can accomplish tasks. We also showed how to properly terminate a conversation between agents.\n",
     "\n",
-    "But many applications may require putting humans in-the-loop with agents. For example, to allow human feedback to steer agents in the right direction, specify goals, etc. In this chapter, we will show how AutoGen supports human intervention."
+    "But many applications may require putting humans in-the-loop with agents. For example, to allow human feedback to steer agents in the right direction, specify goals, etc. In this chapter, we will show how AutoGen supports human intervention.\n",
+    "\n",
+    "In AutoGen's `ConversableAgent`, the human-the-loop component sits in front\n",
+    "of the auto-reply components. It can intercept the incoming messages and\n",
+    "decide whether to pass them to the auto-reply components or to provide\n",
+    "human feedback. The figure below illustrates the design.\n",
+    "\n",
+    "```{=mdx}\n",
+    "![Human in the loop](./assets/human-in-the-loop.png)\n",
+    "```\n",
+    "\n",
+    "The human-in-the-loop component can be customized through the `human_input_mode` parameter.\n",
+    "We will show you how to use it in the following sections."
    ]
   },
   {
@@ -32,16 +44,6 @@
     "Below we show one such example again and then show the differences when this mode is set to `ALWAYS` and `NEVER` instead."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import os\n",
-    "from autogen import ConversableAgent"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -53,14 +55,13 @@
     "This mode is useful when you want your agents to act fully autonomously.\n",
     "\n",
     "Here is an example of using this mode to run a simple guess-a-number game between\n",
-    "two agents, with the maximum number of guesses set to 5 through\n",
-    "`max_consecutive_auto_reply`, and the termination message set to check for the \n",
+    "two agents, the termination message is set to check for the \n",
     "number that is the correct guess."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -71,10 +72,16 @@
       "\n",
       "I have a number between 1 and 100. Guess it!\n",
       "\n",
-      "--------------------------------------------------------------------------------\n",
+      "--------------------------------------------------------------------------------\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "50\n",
+      "Is it 50?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
@@ -84,7 +91,7 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "75\n",
+      "Is it 75?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
@@ -94,7 +101,7 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "62\n",
+      "Is it 63?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
@@ -104,7 +111,7 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "56\n",
+      "Is it 57?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
@@ -114,13 +121,36 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "53\n",
+      "Is it 54?\n",
+      "\n",
+      "--------------------------------------------------------------------------------\n",
+      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
+      "\n",
+      "Too high.\n",
+      "\n",
+      "--------------------------------------------------------------------------------\n",
+      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
+      "\n",
+      "Is it 52?\n",
+      "\n",
+      "--------------------------------------------------------------------------------\n",
+      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
+      "\n",
+      "Too low.\n",
+      "\n",
+      "--------------------------------------------------------------------------------\n",
+      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
+      "\n",
+      "Is it 53?\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
     }
    ],
    "source": [
+    "import os\n",
+    "from autogen import ConversableAgent\n",
+    "\n",
     "agent_with_number = ConversableAgent(\n",
     "    \"agent_with_number\",\n",
     "    system_message=\"You are playing a game of guess-my-number. You have the \"\n",
@@ -150,10 +180,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Yay! The game is over. The guessing agent got the number correctly in exactly\n",
-    "5 guesses using binary search -- very efficient!\n",
-    "You can see that the conversation was terminated after the 5th guess which\n",
-    "triggered both the counter-based and message-based termination conditions."
+    "Yay! The game is over. The guessing agent got the number correctly \n",
+    "using binary search -- very efficient!\n",
+    "You can see that the conversation was terminated after the guessing agent\n",
+    "said the correct number, which triggered \n",
+    "the message-based termination condition."
    ]
   },
   {
@@ -172,7 +203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -191,7 +222,7 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
       "\n",
-      "70\n",
+      "79\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
@@ -201,17 +232,22 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
       "\n",
-      "50\n",
+      "76\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
       "\n",
-      "Too low.\n",
+      "Too high.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
       "\n",
-      "53\n",
+      "I give up\n",
+      "\n",
+      "--------------------------------------------------------------------------------\n",
+      "\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
+      "\n",
+      "That's okay! The number I was thinking of was 53.\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
@@ -253,12 +289,15 @@
     "choose to terminate, the conversation will be terminated.\n",
     "\n",
     "Let us see this mode in action by playing the same game again, but this time\n",
-    "the agent with the number will choose a new number and the game will restart."
+    "the guessing agent will only have two chances to guess the number, and if it \n",
+    "fails, the human will be asked to provide feedback,\n",
+    "and the guessing agent gets two more chances.\n",
+    "If the correct number is guessed eventually, the conversation will be terminated."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -272,11 +311,17 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "50\n",
+      "Is it 50?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
+      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
       "\n",
       "Too low.\n",
@@ -284,19 +329,17 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "75\n",
+      "Is it 75?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
       "\n",
-      "Too high.\n",
+      "It is too high my friend. \n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "62\n",
+      "Is it 60?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[31m\n",
@@ -308,171 +351,39 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "56\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Too high.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "53\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Correct! You've guessed my number.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Great! This was a fun game. Let's play again sometime.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "10\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Your guess is too high.\n",
+      "Is it 55?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Okay, let's try 5.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Your guess is too high.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Okay, how about 2?\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Your guess is too low.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Alright, then it must be 3.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Yes, correct! The number was 3. Good job guessing it!\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Thank you! That was indeed a fun game. I look forward to playing again with you.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "I'm glad you enjoyed it! I'm always here for a good game. Don't hesitate to come back when you want to play again.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Surely, I will. This was fun. Thanks for playing with me. See you next time!\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "You're welcome! I'm glad you had fun. Looking forward to our next game. See you next time!\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Lets play again\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "Sure! I'll think of a number between 1 and 100. Let's start guessing!\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
       "\n",
-      "I'll start with 50.\n",
+      "still too high, but you are very close.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "The guess is too low.\n",
+      "Is it 52?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[31m\n",
       ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
       "\n",
-      "Okay, let's try 75.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "The guess is too high.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "How about 62?\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
-      "\n",
-      "The guess is too low.\n",
-      "\n",
-      "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
-      "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
-      "\n",
-      "Then, let's try 68.\n",
+      "Too low.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "The guess is too high.\n",
+      "Is it 54?\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
-      "\u001b[31m\n",
-      ">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
       "\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
       "\n",
-      "Okay, how about 65?\n",
+      "Almost there! \n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
       "\n",
-      "Yes, correct! The number was 65. Good job guessing it!\n",
+      "Is it 53?\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
@@ -486,7 +397,8 @@
     "    \"number 53 in your mind, and I will try to guess it. \"\n",
     "    \"If I guess too high, say 'too high', if I guess too low, say 'too low'. \",\n",
     "    llm_config={\"config_list\": [{\"model\": \"gpt-4\", \"api_key\": os.environ[\"OPENAI_API_KEY\"]}]},\n",
-    "    max_consecutive_auto_reply=5,\n",
+    "    max_consecutive_auto_reply=1,  # maximum number of consecutive auto-replies before asking for human input\n",
+    "    is_termination_msg=lambda msg: \"53\" in msg[\"content\"],  # terminate if the number is guessed by the other agent\n",
     "    human_input_mode=\"TERMINATE\",  # ask for human input until the game is terminated\n",
     ")\n",
     "\n",
@@ -509,13 +421,16 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In the previous conversation, we were asked to provide human input first time\n",
-    "when the counter-based termination condition was met. We intercepted the\n",
-    "message and replied \"Let's play again\". The conversation continued and the\n",
-    "counter was reset. The game continued until the counter-based termination\n",
-    "condition was met again, and this time we chose to skip. The conversation\n",
-    "continued again but human input was requested at every turn since, and we\n",
-    "chose to skip each time until the game was over."
+    "In the previous conversation,\n",
+    "\n",
+    "1. When the agent guessed \"74\", the human said \"It is too high my friend.\"\n",
+    "2. When the agent guessed \"55\", the human said \"still too high, but you are very close.\"\n",
+    "3. When the agent guessed \"54\", the human said \"Almost there!\"\n",
+    "\n",
+    "Each time after one auto-reply from the agent with the number,\n",
+    "the human was asked to provide feedback.\n",
+    "Once the human provided feedback, the counter was reset.\n",
+    "The conversation was terminated after the agent correctly guessed \"53\"."
    ]
   },
   {
@@ -550,7 +465,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,
diff --git a/website/docs/tutorial/introduction.ipynb b/website/docs/tutorial/introduction.ipynb
index fa9c5a3d2c2..d57361ba7a1 100644
--- a/website/docs/tutorial/introduction.ipynb
+++ b/website/docs/tutorial/introduction.ipynb
@@ -60,7 +60,8 @@
     "4. A component for keeping human-in-the-loop\n",
     "\n",
     "You can switch each component on or off and customize it to suit the need of \n",
-    "your application. You even can add additional components to the agent's capabilities."
+    "your application. For advanced users, you can add additional components to the agent\n",
+    "by using [`registered_reply`](../reference/agentchat/conversable_agent/#register_reply). "
    ]
   },
   {
@@ -114,9 +115,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Sure, here's one for you:\n",
+      "Sure, here's a light-hearted joke for you:\n",
       "\n",
-      "Why don't scientists trust atoms? \n",
+      "Why don't scientists trust atoms?\n",
       "\n",
       "Because they make up everything!\n"
      ]
@@ -169,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -178,12 +179,12 @@
      "text": [
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Tell me a joke.\n",
+      "Cathy, tell me a joke.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Sure, here's a classic one for you:\n",
+      "Sure, here's one for you:\n",
       "\n",
       "Why don't scientists trust atoms?\n",
       "\n",
@@ -192,27 +193,27 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "That's a great one, Joe! Here's my turn:\n",
+      "Haha, that's a good one, Cathy! Okay, my turn. \n",
       "\n",
-      "Why don't some fish play piano?\n",
+      "Why don't we ever tell secrets on a farm?\n",
       "\n",
-      "Because you can't tuna fish!\n",
+      "Because the potatoes have eyes, the corn has ears, and the beans stalk.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Haha, good one, Cathy! I have another:\n",
+      "Haha, that's a great one! A farm is definitely not the place for secrets. Okay, my turn again. \n",
       "\n",
-      "Why was the math book sad?\n",
+      "Why couldn't the bicycle stand up by itself?\n",
       "\n",
-      "Because it had too many problems!\n",
+      "Because it was two-tired!\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
     }
    ],
    "source": [
-    "result = joe.initiate_chat(cathy, message=\"Tell me a joke.\", max_turns=2)"
+    "result = joe.initiate_chat(cathy, message=\"Cathy, tell me a joke.\", max_turns=2)"
    ]
   },
   {
@@ -251,7 +252,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,
diff --git a/website/docs/tutorial/termination.ipynb b/website/docs/tutorial/termination.ipynb
index 994f7daff24..97758dc1e47 100644
--- a/website/docs/tutorial/termination.ipynb
+++ b/website/docs/tutorial/termination.ipynb
@@ -69,11 +69,13 @@
      "text": [
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Tell me a joke.\n",
+      "Cathy, tell me a joke.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
+      "Sure, here's one for you:\n",
+      "\n",
       "Why don't scientists trust atoms?\n",
       "\n",
       "Because they make up everything!\n",
@@ -81,30 +83,32 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Great one, Joe! Here's one to add to our routine. Why don't we ever tell secrets on a farm?\n",
+      "Haha, that's a good one, Cathy! Okay, my turn. \n",
+      "\n",
+      "Why don't we ever tell secrets on a farm?\n",
       "\n",
-      "Because the potatoes have eyes, the corn has ears, and the beans stalk!\n",
+      "Because the potatoes have eyes, the corn has ears, and the beans stalk.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Oh, Cathy, that's a good one! I love it. Let's keep the comedy rolling. How about this one? \n",
+      "Haha, that's a great one! A farm is definitely not the place for secrets. Okay, my turn again. \n",
       "\n",
-      "Why don't some fish play piano?\n",
+      "Why couldn't the bicycle stand up by itself?\n",
       "\n",
-      "Because you can't tuna fish!\n",
+      "Because it was two-tired!\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
     }
    ],
    "source": [
-    "result = joe.initiate_chat(cathy, message=\"Tell me a joke.\", max_turns=2)"
+    "result = joe.initiate_chat(cathy, message=\"Cathy, tell me a joke.\", max_turns=2)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -113,11 +117,13 @@
      "text": [
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Tell me a joke.\n",
+      "Cathy, tell me a joke.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
+      "Sure, here's one for you:\n",
+      "\n",
       "Why don't scientists trust atoms?\n",
       "\n",
       "Because they make up everything!\n",
@@ -125,36 +131,38 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Great one, Joe! Here's one to add to our routine. Why don't we ever tell secrets on a farm?\n",
+      "Haha, that's a good one, Cathy! Okay, my turn. \n",
       "\n",
-      "Because the potatoes have eyes, the corn has ears, and the beans stalk!\n",
+      "Why don't we ever tell secrets on a farm?\n",
+      "\n",
+      "Because the potatoes have eyes, the corn has ears, and the beans stalk.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Oh, Cathy, that's a good one! I love it. Let's keep the comedy rolling. How about this one? \n",
+      "Haha, that's a great one! A farm is definitely not the place for secrets. Okay, my turn again. \n",
       "\n",
-      "Why don't some fish play piano?\n",
+      "Why couldn't the bicycle stand up by itself?\n",
       "\n",
-      "Because you can't tuna fish!\n",
+      "Because it was two-tired!\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Hah, classic! Alright, here's my comeback. \n",
+      "Haha, that's a wheely good one, Cathy!\n",
       "\n",
-      "Why don't skeletons fight each other?\n",
+      "Why did the golfer bring two pairs of pants?\n",
       "\n",
-      "Because they don't have the guts!\n",
+      "In case he got a hole in one!\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Oh Cathy, you really have a funny bone! Well here's mine:\n",
+      "Haha, that's a perfect swing of a joke!\n",
       "\n",
-      "What do you call a snowman with a six-pack?\n",
+      "Why did the scarecrow win an award?\n",
       "\n",
-      "An abdominal snowman!\n",
+      "Because he was outstanding in his field!\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
@@ -162,7 +170,7 @@
    ],
    "source": [
     "result = joe.initiate_chat(\n",
-    "    cathy, message=\"Tell me a joke.\", max_turns=3\n",
+    "    cathy, message=\"Cathy, tell me a joke.\", max_turns=3\n",
     ")  # increase the number of max turns before termination"
    ]
   },
@@ -190,7 +198,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -199,11 +207,13 @@
      "text": [
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Tell me a joke.\n",
+      "Cathy, tell me a joke.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
+      "Sure, here's one for you:\n",
+      "\n",
       "Why don't scientists trust atoms?\n",
       "\n",
       "Because they make up everything!\n",
@@ -211,18 +221,20 @@
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Great one, Joe! Here's one to add to our routine. Why don't we ever tell secrets on a farm?\n",
+      "Haha, that's a good one, Cathy! Okay, my turn. \n",
+      "\n",
+      "Why don't we ever tell secrets on a farm?\n",
       "\n",
-      "Because the potatoes have eyes, the corn has ears, and the beans stalk!\n",
+      "Because the potatoes have eyes, the corn has ears, and the beans stalk.\n",
       "\n",
       "--------------------------------------------------------------------------------\n",
       "\u001b[33mcathy\u001b[0m (to joe):\n",
       "\n",
-      "Oh, Cathy, that's a good one! I love it. Let's keep the comedy rolling. How about this one? \n",
+      "Haha, that's a great one! A farm is definitely not the place for secrets. Okay, my turn again. \n",
       "\n",
-      "Why don't some fish play piano?\n",
+      "Why couldn't the bicycle stand up by itself?\n",
       "\n",
-      "Because you can't tuna fish!\n",
+      "Because it was two-tired!\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
@@ -237,7 +249,7 @@
     "    max_consecutive_auto_reply=1,  # Limit the number of consecutive auto-replies.\n",
     ")\n",
     "\n",
-    "result = joe.initiate_chat(cathy, message=\"Tell me a joke.\")"
+    "result = joe.initiate_chat(cathy, message=\"Cathy, tell me a joke.\")"
    ]
   },
   {
@@ -260,7 +272,7 @@
      "text": [
       "\u001b[33mjoe\u001b[0m (to cathy):\n",
       "\n",
-      "Tell me a joke and then say the words GOOD BYE.\n",
+      "Cathy, tell me a joke and then say the words GOOD BYE.\n",
       "\n",
       "--------------------------------------------------------------------------------\n"
      ]
@@ -290,7 +302,7 @@
     "    is_termination_msg=lambda msg: \"good bye\" in msg[\"content\"].lower(),\n",
     ")\n",
     "\n",
-    "result = joe.initiate_chat(cathy, message=\"Tell me a joke and then say the words GOOD BYE.\")"
+    "result = joe.initiate_chat(cathy, message=\"Cathy, tell me a joke and then say the words GOOD BYE.\")"
    ]
   },
   {
@@ -335,7 +347,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,