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   "source": [
    "# PromptLayer ChatOpenAI\n",
    "\n",
    "This example showcases how to connect to [PromptLayer](https://www.promptlayer.com) to start recording your ChatOpenAI requests."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "6a45943e",
   "metadata": {},
   "source": [
    "## Install PromptLayer\n",
    "The `promptlayer` package is required to use PromptLayer with OpenAI. Install `promptlayer` using pip."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dbe09bd8",
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   "source": [
    "pip install promptlayer"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "536c1dfa",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c16da3b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from langchain.chat_models import PromptLayerChatOpenAI\n",
    "from langchain.schema import HumanMessage"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "8564ce7d",
   "metadata": {},
   "source": [
    "## Set the Environment API Key\n",
    "You can create a PromptLayer API Key at [wwww.promptlayer.com](https://ww.promptlayer.com) by clicking the settings cog in the navbar.\n",
    "\n",
    "Set it as an environment variable called `PROMPTLAYER_API_KEY`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "46ba25dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "os.environ[\"PROMPTLAYER_API_KEY\"] = \"**********\""
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "bf0294de",
   "metadata": {},
   "source": [
    "## Use the PromptLayerOpenAI LLM like normal\n",
    "*You can optionally pass in `pl_tags` to track your requests with PromptLayer's tagging feature.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3acf0069",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AIMessage(content='to take a nap in a cozy spot. I search around for a suitable place and finally settle on a soft cushion on the window sill. I curl up into a ball and close my eyes, relishing the warmth of the sun on my fur. As I drift off to sleep, I can hear the birds chirping outside and feel the gentle breeze blowing through the window. This is the life of a contented cat.', additional_kwargs={})"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chat = PromptLayerChatOpenAI(pl_tags=[\"langchain\"])\n",
    "chat([HumanMessage(content=\"I am a cat and I want\")])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "a2d76826",
   "metadata": {},
   "source": [
    "**The above request should now appear on your [PromptLayer dashboard](https://ww.promptlayer.com).**"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05e9e2fe",
   "metadata": {},
   "source": []
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