{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7e3b513e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "What is the hometown of the reigning men's U.S. Open champion?\n",
      "Are follow up questions needed here:\u001b[102m Yes.\n",
      "Follow up: Who is the reigning men's U.S. Open champion?\u001b[0m\n",
      "Intermediate answer: \u001b[106mCarlos Alcaraz\u001b[0m.\u001b[102m\n",
      "Follow up: Where is Carlos Alcaraz from?\u001b[0m\n",
      "Intermediate answer: \u001b[106mEl Palmar, Murcia, Spain\u001b[0m.\u001b[102m\n",
      "So the final answer is: El Palmar, Murcia, Spain\u001b[0m"
     ]
    },
    {
     "data": {
      "text/plain": [
       "\"What is the hometown of the reigning men's U.S. Open champion?\\nAre follow up questions needed here: Yes.\\nFollow up: Who is the reigning men's U.S. Open champion?\\nIntermediate answer: Carlos Alcaraz.\\nFollow up: Where is Carlos Alcaraz from?\\nIntermediate answer: El Palmar, Murcia, Spain.\\nSo the final answer is: El Palmar, Murcia, Spain\""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from langchain import SelfAskWithSearchChain, OpenAI, SerpAPIChain\n",
    "\n",
    "llm = OpenAI(temperature=0)\n",
    "search = SerpAPIChain()\n",
    "\n",
    "self_ask_with_search = SelfAskWithSearchChain(llm=llm, search_chain=search)\n",
    "\n",
    "self_ask_with_search.run(\"What is the hometown of the reigning men's U.S. Open champion?\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6195fc82",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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    "name": "ipython",
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   "file_extension": ".py",
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