{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Multion Toolkit\n",
    "\n",
    "This notebook walks you through connecting LangChain to the MultiOn Client in your browser\n",
    "\n",
    "To use this toolkit, you will need to add MultiOn Extension to your browser as explained in the [MultiOn for Chrome](https://multion.notion.site/Download-MultiOn-ddddcfe719f94ab182107ca2612c07a5)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip install --upgrade multion > /dev/null"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## MultiOn Setup\n",
    "\n",
    "Login to establish connection with your extension."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Authorize connection to your Browser extention\n",
    "import multion \n",
    "multion.login()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Use Multion Toolkit within an Agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from langchain.agents.agent_toolkits import create_multion_agent\n",
    "from langchain.tools.multion.tool import MultionClientTool\n",
    "from langchain.agents.agent_types import AgentType\n",
    "from langchain.chat_models import ChatOpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "\n",
    "agent_executor = create_multion_agent(\n",
    "    llm=ChatOpenAI(temperature=0),\n",
    "    tool=MultionClientTool(),\n",
    "    agent_type=AgentType.OPENAI_FUNCTIONS,\n",
    "    verbose=True\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "agent.run(\"show me the weather today\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "agent.run(\n",
    "    \"Tweet about Elon Musk\"\n",
    ")"
   ]
  }
 ],
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