Search GitHub Starred repo by LlamaIndex (GPT Index)

search-github-starred-repo-by-gpt.ipynb

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   "cell_type": "code",
   "execution_count": null,
   "id": "fb0b45cc-4268-4492-9004-34852ecdf651",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "!pip install llama-index==0.6.7\n",
    "!pip install html2text==2020.1.16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d4387cd5-20f5-4fa8-ac8d-73c83dc2d4b6",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import json\n",
    "import urllib.request\n",
    "\n",
    "from llama_index import download_loader\n",
    "\n",
    "urlData = \"https://api.github.com/users/octocat/starred\"\n",
    "webURL = urllib.request.urlopen(urlData)\n",
    "data = webURL.read()\n",
    "encoding = webURL.info().get_content_charset('utf-8')\n",
    "jsonData = json.loads(data.decode(encoding))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2673a85e-d996-45c3-8cd8-b7a59ce54f41",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from llama_index import GPTVectorStoreIndex, SimpleWebPageReader\n",
    "\n",
    "import os\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"your-openai-api-key-xxx\"\n",
    "\n",
    "starred_github_urls = []\n",
    "\n",
    "for obj in jsonData:\n",
    "    starred_github_urls.append(obj['html_url'])\n",
    "\n",
    "documents = SimpleWebPageReader().load_data(starred_github_urls)\n",
    "index = GPTVectorStoreIndex.from_documents(documents)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bf650857-115f-4461-b2f4-8714d28712c8",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "query_engine = index.as_query_engine()\n",
    "response = query_engine.query(\"Tell me a GitHub repogitory url that created by octocat\")\n",
    "print(response)"
   ]
  }
 ],
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