{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
      "\u001b[32;1m\u001b[1;3m Yes.\n",
      "Follow up: 谁是最著名的导演？\u001b[0m\n",
      "Intermediate answer: \u001b[36;1m\u001b[1;3mTOP1： 史蒂文·斯皮尔伯格于1946年12月18日生于美国俄亥俄州的辛辛那提市，犹太人血统，电影导演、bai编剧和电影制作人。 代表作品：《辛德勒的名单》、《拯救大兵瑞恩》、《侏罗纪公园》、《林肯》等。 代表作：《蝴蝶梦》、《惊魂记》、《西北偏北》等。\u001b[0m\n",
      "\u001b[32;1m\u001b[1;3m\n",
      "Follow up: 是男的还是女的？\u001b[0m\n",
      "Intermediate answer: \u001b[36;1m\u001b[1;3mEnglish translation of 是男的还是女的- Translations, examples and discussions from LingQ.\u001b[0m\n",
      "\u001b[32;1m\u001b[1;3mIs it a man or a woman?\n",
      "\n",
      "So the final answer is: 男\u001b[0m\n",
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'男'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from langchain import OpenAI, SerpAPIWrapper\n",
    "from langchain.agents import initialize_agent, Tool\n",
    "from langchain.agents import AgentType\n",
    "\n",
    "llm = OpenAI(temperature=0)\n",
    "search = SerpAPIWrapper()\n",
    "tools = [\n",
    "    Tool(\n",
    "        name=\"Intermediate Answer\",\n",
    "        func=search.run,\n",
    "        description=\"useful for when you need to ask with search\"\n",
    "    )\n",
    "]\n",
    "\n",
    "self_ask_with_search = initialize_agent(tools, llm, agent=AgentType.SELF_ASK_WITH_SEARCH, verbose=True)\n",
    "self_ask_with_search.run(\"最著名导演是男的还是女的？\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.10"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}