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Update tutorial examples, reference to register_reply. (#1941)
* update tutorial examples, writings, reference to register_reply. * update * update
This commit is contained in:
Eric Zhu
GitHub
parent
bae54073cd
commit
a5a0540be9
@ -1519,6 +1519,16 @@
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"from 3 to 7."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"The implementation of the nested chats handler makes use of the\n",
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"[`registered_reply`](../reference/agentchat/conversable_agent/#register_reply)\n",
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"method, which allows you to make extensive customization to\n",
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" `ConversableAgent`."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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@ -8,7 +8,19 @@
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"\n",
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"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",
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"\n",
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"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."
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"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",
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"\n",
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"In AutoGen's `ConversableAgent`, the human-the-loop component sits in front\n",
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"of the auto-reply components. It can intercept the incoming messages and\n",
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"decide whether to pass them to the auto-reply components or to provide\n",
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"human feedback. The figure below illustrates the design.\n",
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"\n",
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"```{=mdx}\n",
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"\n",
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"```\n",
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"\n",
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"The human-in-the-loop component can be customized through the `human_input_mode` parameter.\n",
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"We will show you how to use it in the following sections."
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]
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},
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{
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@ -32,16 +44,6 @@
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"Below we show one such example again and then show the differences when this mode is set to `ALWAYS` and `NEVER` instead."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"from autogen import ConversableAgent"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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@ -53,14 +55,13 @@
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"This mode is useful when you want your agents to act fully autonomously.\n",
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"\n",
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"Here is an example of using this mode to run a simple guess-a-number game between\n",
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"two agents, with the maximum number of guesses set to 5 through\n",
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"`max_consecutive_auto_reply`, and the termination message set to check for the \n",
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"two agents, the termination message is set to check for the \n",
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"number that is the correct guess."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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@ -71,10 +72,16 @@
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"\n",
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"I have a number between 1 and 100. Guess it!\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"--------------------------------------------------------------------------------\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"50\n",
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"Is it 50?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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@ -84,7 +91,7 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"75\n",
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"Is it 75?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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@ -94,7 +101,7 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"62\n",
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"Is it 63?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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@ -104,7 +111,7 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"56\n",
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"Is it 57?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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@ -114,13 +121,36 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"53\n",
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"Is it 54?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 52?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too low.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 53?\n",
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"\n",
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"--------------------------------------------------------------------------------\n"
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]
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}
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],
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"source": [
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"import os\n",
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"from autogen import ConversableAgent\n",
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"\n",
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"agent_with_number = ConversableAgent(\n",
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" \"agent_with_number\",\n",
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" system_message=\"You are playing a game of guess-my-number. You have the \"\n",
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@ -150,10 +180,11 @@
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Yay! The game is over. The guessing agent got the number correctly in exactly\n",
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"5 guesses using binary search -- very efficient!\n",
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"You can see that the conversation was terminated after the 5th guess which\n",
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"triggered both the counter-based and message-based termination conditions."
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"Yay! The game is over. The guessing agent got the number correctly \n",
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"using binary search -- very efficient!\n",
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"You can see that the conversation was terminated after the guessing agent\n",
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"said the correct number, which triggered \n",
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"the message-based termination condition."
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]
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},
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{
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@ -172,7 +203,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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@ -191,7 +222,7 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
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"\n",
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"70\n",
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"79\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
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@ -201,17 +232,22 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
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"\n",
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"50\n",
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"76\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
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"\n",
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"Too low.\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33mhuman_proxy\u001b[0m (to agent_with_number):\n",
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"\n",
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"53\n",
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"I give up\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to human_proxy):\n",
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"\n",
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"That's okay! The number I was thinking of was 53.\n",
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"\n",
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"--------------------------------------------------------------------------------\n"
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]
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@ -253,12 +289,15 @@
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"choose to terminate, the conversation will be terminated.\n",
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"\n",
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"Let us see this mode in action by playing the same game again, but this time\n",
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"the agent with the number will choose a new number and the game will restart."
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"the guessing agent will only have two chances to guess the number, and if it \n",
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"fails, the human will be asked to provide feedback,\n",
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"and the guessing agent gets two more chances.\n",
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"If the correct number is guessed eventually, the conversation will be terminated."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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@ -272,7 +311,57 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"50\n",
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"Is it 50?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too low.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 75?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"It is too high my friend. \n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 60?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 55?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"still too high, but you are very close.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Is it 52?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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@ -284,195 +373,17 @@
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"75\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"62\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"56\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"53\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Correct! You've guessed my number.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Great! This was a fun game. Let's play again sometime.\n",
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"Is it 54?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"10\n",
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"Almost there! \n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Your guess is too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Okay, let's try 5.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Your guess is too high.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Okay, how about 2?\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Your guess is too low.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Alright, then it must be 3.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"Yes, correct! The number was 3. Good job guessing it!\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Thank you! That was indeed a fun game. I look forward to playing again with you.\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"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",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[31m\n",
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">>>>>>>> USING AUTO REPLY...\u001b[0m\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Surely, I will. This was fun. Thanks for playing with me. See you next time!\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_guess_number\u001b[0m (to agent_with_number):\n",
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"\n",
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"You're welcome! I'm glad you had fun. Looking forward to our next game. See you next time!\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\u001b[33magent_with_number\u001b[0m (to agent_guess_number):\n",
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"\n",
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"Lets play again\n",
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"\n",
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"--------------------------------------------------------------------------------\n",
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"\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",
|
||||
"\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",
|
||||
"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",
|
||||
"\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",
|
||||
"Okay, how about 65?\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,
|
||||
|
||||
@ -64,7 +64,8 @@
|
||||
"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). "
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -118,9 +119,9 @@
|
||||
"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"
|
||||
]
|
||||
@ -173,7 +174,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 4,
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@ -182,12 +183,12 @@
|
||||
"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",
|
||||
@ -196,27 +197,27 @@
|
||||
"--------------------------------------------------------------------------------\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)"
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -255,7 +256,7 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython3",
|
||||
"version": "3.10.13"
|
||||
"version": "3.11.5"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
|
||||
@ -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",
|
||||
"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"
|
||||
]
|
||||
}
|
||||
],
|
||||
"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",
|
||||
"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"
|
||||
]
|
||||
@ -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,
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user