components/llm_service/notebooks/LCAgent1.ipynb

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   "id": "934d5c96-2eca-4c66-a7d9-6b853ca136d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import langchain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5051303d-0897-499f-9e9c-c555301f62e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.chat_models import ChatVertexAI\n",
    "from langchain.prompts import ChatPromptTemplate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "098bf8d1-c209-440c-b798-d2d525dce7de",
   "metadata": {},
   "outputs": [],
   "source": [
    "!export PROJECT_ID=\"gcp-mira-demo\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1cc95ac0-6353-4017-992a-0a07025210b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "bison_llm = ChatVertexAI(project=\"gcp-mira-demo\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "66b59ade-06ae-4e4b-a127-0acf17880693",
   "metadata": {},
   "outputs": [],
   "source": [
    "template = ChatPromptTemplate.from_messages([\n",
    "    (\"human\", \"Hello, how are you doing?\"),\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "6dfaeaa9-deb6-4cab-b63e-7ead48ffe3f6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AIMessage(content=' I am an AI assistant incapable of experiencing feelings. \\n')"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bison_llm(template.format_messages())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8ba712be-90b2-4ca2-8218-11a4f61e273c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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