{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Google Scholar\n",
    "\n",
    "This notebook goes through how to use Google Scholar Tool"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: google-search-results in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (2.4.2)\n",
      "Requirement already satisfied: requests in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (from google-search-results) (2.31.0)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (from requests->google-search-results) (3.3.0)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (from requests->google-search-results) (3.4)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (from requests->google-search-results) (1.26.17)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/mohtashimkhan/mambaforge/envs/langchain/lib/python3.9/site-packages (from requests->google-search-results) (2023.5.7)\n"
     ]
    }
   ],
   "source": [
    "!pip install google-search-results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "from langchain.tools.google_scholar import GoogleScholarQueryRun\n",
    "from langchain.utilities.google_scholar import GoogleScholarAPIWrapper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Title: Large language models (LLM) and ChatGPT: what will the impact on nuclear medicine be?\\nAuthors: IL Alberts,K Shi\\nSummary: IL Alberts, L Mercolli, T Pyka, G Prenosil, K Shi… - European journal of …, 2023 - Springer\\nTotal-Citations: 28\\n\\nTitle: Dynamic Planning with a LLM\\nAuthors: G Dagan,F Keller,A Lascarides\\nSummary: G Dagan, F Keller, A Lascarides - arXiv preprint arXiv:2308.06391, 2023 - arxiv.org\\nTotal-Citations: 3\\n\\nTitle: Openagi: When llm meets domain experts\\nAuthors: Y Ge,W Hua,J Ji,J Tan,S Xu,Y Zhang\\nSummary: Y Ge, W Hua, J Ji, J Tan, S Xu, Y Zhang - arXiv preprint arXiv:2304.04370, 2023 - arxiv.org\\nTotal-Citations: 19\\n\\nTitle: Llm-planner: Few-shot grounded planning for embodied agents with large language models\\nAuthors: CH Song\\nSummary: CH Song, J Wu, C Washington… - Proceedings of the …, 2023 - openaccess.thecvf.com\\nTotal-Citations: 28\\n\\nTitle: The science of detecting llm-generated texts\\nAuthors: R Tang,YN Chuang,X Hu\\nSummary: R Tang, YN Chuang, X Hu - arXiv preprint arXiv:2303.07205, 2023 - arxiv.org\\nTotal-Citations: 23\\n\\nTitle: X-llm: Bootstrapping advanced large language models by treating multi-modalities as foreign languages\\nAuthors: F Chen,M Han,J Shi\\nSummary: F Chen, M Han, H Zhao, Q Zhang, J Shi, S Xu… - arXiv preprint arXiv …, 2023 - arxiv.org\\nTotal-Citations: 12\\n\\nTitle: 3d-llm: Injecting the 3d world into large language models\\nAuthors: Y Hong,H Zhen,P Chen,S Zheng,Y Du\\nSummary: Y Hong, H Zhen, P Chen, S Zheng, Y Du… - arXiv preprint arXiv …, 2023 - arxiv.org\\nTotal-Citations: 4\\n\\nTitle: The internal state of an llm knows when its lying\\nAuthors: A Azaria,T Mitchell\\nSummary: A Azaria, T Mitchell - arXiv preprint arXiv:2304.13734, 2023 - arxiv.org\\nTotal-Citations: 18\\n\\nTitle: LLM-Pruner: On the Structural Pruning of Large Language Models\\nAuthors: X Ma,G Fang,X Wang\\nSummary: X Ma, G Fang, X Wang - arXiv preprint arXiv:2305.11627, 2023 - arxiv.org\\nTotal-Citations: 15\\n\\nTitle: Large language models are few-shot testers: Exploring llm-based general bug reproduction\\nAuthors: S Kang,J Yoon,S Yoo\\nSummary: S Kang, J Yoon, S Yoo - 2023 IEEE/ACM 45th International …, 2023 - ieeexplore.ieee.org\\nTotal-Citations: 17'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.environ[\"SERP_API_KEY\"] = \"\"\n",
    "tool = GoogleScholarQueryRun(api_wrapper=GoogleScholarAPIWrapper())\n",
    "tool.run(\"LLM Models\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3.9.16 ('langchain')",
   "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": "3.9.16"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "15e58ce194949b77a891bd4339ce3d86a9bd138e905926019517993f97db9e6c"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
