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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import asyncio\n",
    "from langchain_unstructured import UnstructuredLoader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "page_url = [\"https://thehexatech.com\", \"https://thehexatech.com/about/index.html\", \"https://thehexatech.com/quote/index.html\"] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "async def get_data():\n",
    "    docs = []\n",
    "    for url in page_url:\n",
    "        loader = UnstructuredLoader(web_url=url)\n",
    "        async for doc in loader.alazy_load():\n",
    "            docs.append(doc)\n",
    "    return docs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    dataset = await get_data()\n",
    "except RuntimeError:\n",
    "    print(\"This environment may not support 'await' outside of an async context.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "category_depth\n",
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      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "link_texts\n",
      "link_urls\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "link_texts\n",
      "link_urls\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "link_texts\n",
      "link_urls\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "category_depth\n",
      "link_texts\n",
      "link_urls\n",
      "languages\n",
      "filetype\n",
      "url\n",
      "category\n",
      "element_id\n",
      "languages\n",
      "filetype\n",
      "parent_id\n",
      "url\n",
      "category\n",
      "element_id\n"
     ]
    }
   ],
   "source": [
    "for data in dataset:\n",
    "    # print(f\"{data.page_content} \\n {data.link_texts if data.link_texts else \"\"} -------- {data.link_urls if data.link_urls else \"\"} \")\n",
    "    for mt in data.metadata:\n",
    "        print(mt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'a9be7f1e667e1a81d4fec6bd42699600'}, page_content='Hexa Core Services For Your Business.'),\n",
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       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '572a046c5cc30997de111b1b10785237'}, page_content='Viridiv'),\n",
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       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '3831b9a9f6395c6e2ea6878650243a46'}, page_content='CodeLens'),\n",
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       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '77ddcd23639bec902ea3619f141696db'}, page_content='Healscure'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'a8321dedec3fe8899162f1b272783251'}, page_content='CodeLens'),\n",
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       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'dc4cbd6254cb64898decd517056100b3', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '464461078fbed9c7787522bcb270409d'}, page_content='Unlock the full potential of your business with The Hexatech, your all-in-one partner for A-Z business solutions. From stunning designs to powerful development, strategic marketing, seamless deployment, and expert SEO—we’re here to turn your vision into reality.'),\n",
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       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'b25451e0a7dc77c405a8156e32f9200a', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '13eec4f02e0fd3d7824e7cc8c26f7a0f'}, page_content=\"We create high-performance, responsive websites that are not only visually stunning but also optimized for functionality. Whether it's a corporate site or an e-commerce platform, we bring your online presence to life.\"),\n",
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       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'ef0b6aa953694b1cb1caf329c0263b5c', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'c93d8d94014b39c79538e77764d06774'}, page_content='Unlock the future with AI and machine learning solutions that help you automate processes, analyze data, and make smarter decisions. From predictive analytics to personalized customer experiences, we’ll help you stay ahead of the curve.'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a813a122ea83dfb365f3f8424aba978c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '0991c56dd134d345ff8d6e16ffd7f768'}, page_content='Deployment & Maintenance'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '0991c56dd134d345ff8d6e16ffd7f768', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'df7477130921e1d1a646e57784e30878'}, page_content='Leave the technicalities to us! We offer seamless deployment services, ensuring your web and software solutions are launched efficiently with ongoing maintenance to keep everything running smoothly.'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a813a122ea83dfb365f3f8424aba978c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '9f8b94bb45907e6adca40628ce5d6852'}, page_content='Design Services'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '9f8b94bb45907e6adca40628ce5d6852', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '7881ffb9d25e9f4121467278c8a06dc6'}, page_content='First impressions matter! Our design team crafts intuitive, eye-catching designs that resonate with your brand’s identity. From branding to UI/UX design, we make sure your product looks as good as it performs.'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a813a122ea83dfb365f3f8424aba978c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '478986103f66efcb7df645b940f29e7f'}, page_content='Database Management'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '478986103f66efcb7df645b940f29e7f', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '9bd9a46865c444f28f4b5a915c3644db'}, page_content='Your data is your most valuable asset. We offer comprehensive database solutions, from design and setup to optimization and management, ensuring secure, scalable, and efficient data handling.'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a813a122ea83dfb365f3f8424aba978c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'ef57a5666f7e4af366fb092a663f9608'}, page_content='Custom Software'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'ef57a5666f7e4af366fb092a663f9608', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'bce6bffd80584db9a2b56f80abd81e3a'}, page_content='From concept to execution, we build tailored software solutions that address your unique business needs. Whether it’s enterprise software or mobile apps, we deliver solutions that drive efficiency and growth.'),\n",
       " Document(metadata={'category_depth': 1, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a8321dedec3fe8899162f1b272783251', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '938668ef3561d6b1360299c2d6d5a807'}, page_content='About Us'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '938668ef3561d6b1360299c2d6d5a807', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '70d631dd6329e150544527dc9c6c9c35'}, page_content='At The Hexatech, we’re more than just a service provider—we’re your strategic partner in building and scaling your business. With a passion for innovation and a commitment to excellence, we deliver A-Z business solutions that empower companies to thrive in the digital age. Founded with the mission to simplify complex processes and accelerate growth, we specialize in everything from web development and AI to design, deployment, and custom software. Whether you’re a startup launching an MVP or an established business looking to redefine your product, we tailor our solutions to meet your unique needs. Our team of expert developers, designers, and strategists work closely with you to bring your vision to life. At The Hexatech, we believe in a hands-on approach, diving deep into customer development and market analysis to ensure that every solution we deliver is not only functional but also impactful. We’re here to help you Design, Develop, Dominate—because your success is our success.'),\n",
       " Document(metadata={'category_depth': 1, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'a8321dedec3fe8899162f1b272783251', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'bcf2561eb44dc7c53d51afd41165301a'}, page_content='Testimonials'),\n",
       " Document(metadata={'category_depth': 3, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'bcf2561eb44dc7c53d51afd41165301a', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '86f5f12762496f3571c7892e3ba135a9'}, page_content='\"I can\\'t say enough about the quality of work I have received. I highly recommend The Hexatech for anyone looking for an exceptional web development company.\"'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'bcf2561eb44dc7c53d51afd41165301a', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'daccc2be3cbbbae5fa1d1cea8b44bd53'}, page_content='Raj Shaw'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '022e783cb1b79b0a4f0f93bb04e41f2b'}, page_content='moodmeter'),\n",
       " Document(metadata={'category_depth': 3, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '022e783cb1b79b0a4f0f93bb04e41f2b', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '94e02c7aea78a3648a772f0cf4f2320b'}, page_content='\"The Hexatech has been a game changer for my business. Their team is incredibly skilled and responsive, and their work has been exceptional. I highly recommend The Hexatech for any web development & AI needs.\"'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '022e783cb1b79b0a4f0f93bb04e41f2b', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '187b2131a84bd4710fafc95df4827972'}, page_content='Rishi Pipaliya'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '643eab2a84465c21396eba4da3754638'}, page_content='Rose & Fern'),\n",
       " Document(metadata={'category_depth': 3, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '643eab2a84465c21396eba4da3754638', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '94a56bfb26ec626221542aca30b92e31'}, page_content='\"The Hexatech team has been incredibly professional and responsive. They have been able to meet our needs and exceed our expectations.\"'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '643eab2a84465c21396eba4da3754638', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '4c4c51cb803d93f20260a5d37f405ebb'}, page_content='Jeet Ghosh'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '019af31e2271b35e3f6304bef67a2325'}, page_content='LumaticAI'),\n",
       " Document(metadata={'category_depth': 1, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '019af31e2271b35e3f6304bef67a2325', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '5a8cbcc5d057a3c31215b56f56eebe80'}, page_content='How We Work'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '5a8cbcc5d057a3c31215b56f56eebe80', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'b6b7d000c4c0b142c45e691491e2be66'}, page_content='01'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '2df4608e232cfde989b8d2c73a921d5e'}, page_content='Click on quote'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '2df4608e232cfde989b8d2c73a921d5e', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'a20a3cdb6b78e4c93999a1d977b832a2'}, page_content='02'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '033563c87be9c8b842fef65fa51eb87c'}, page_content='Submit the quote form'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '033563c87be9c8b842fef65fa51eb87c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'bcb091bdbae90710a3cfc43fecc32854'}, page_content='03'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'bcb091bdbae90710a3cfc43fecc32854', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'f570c1fa7f254209fc40301203fc352d'}, page_content='We get in touch through meet'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '033563c87be9c8b842fef65fa51eb87c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '76b8fe7da31a1c90ca3f7822d11ef24c'}, page_content='04'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '76b8fe7da31a1c90ca3f7822d11ef24c', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'fc6d45688159d48648384deb3602224e'}, page_content='Deal is finalized'),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '033563c87be9c8b842fef65fa51eb87c', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'cb85bb1a427444c57f23259910a63271'}, page_content='05'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'cb85bb1a427444c57f23259910a63271', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': 'b3dfc81aee234a242f679415f694e71e'}, page_content='Project is delivered after payment'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'de7e4a85336d0f00a0c0af354115d06d'}, page_content='Click Here'),\n",
       " Document(metadata={'category_depth': 1, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'de7e4a85336d0f00a0c0af354115d06d', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'f2542a84aa4bdfba53ecb1b944cd1087'}, page_content=\"Have a project in mind? Let's Talk\"),\n",
       " Document(metadata={'category_depth': 2, 'languages': ['eng'], 'filetype': 'text/html', 'parent_id': 'f2542a84aa4bdfba53ecb1b944cd1087', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'f8caf8ca5810b78c46d4bc3c2b0fd8f9'}, page_content='Our Location'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '6f24b27afe3e5f383363f470d3738f24'}, page_content='Om Shayona Arcade, Gota, Ahmedabad, Gujarat, India, 382481'),\n",
       " Document(metadata={'category_depth': 0, 'link_texts': ['Home', 'About', 'Services', 'Testimonials', 'Quote'], 'link_urls': ['#page1', '/about/index.html', '#page1Box2', '#testimonials', '/quote/index.html'], 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': 'c88f8facd545bb6e8a062d13982f2ebe'}, page_content='Home About Services Testimonials Quote'),\n",
       " Document(metadata={'category_depth': 0, 'link_texts': ['LinkedIn', 'Instagram', 'Email', 'Phone'], 'link_urls': ['https://www.linkedin.com/company/the-hexatech/about/', 'https://www.instagram.com/thehexatech/', '/cdn-cgi/l/email-protection#5024383538352831243533387e3f3636393339313c10373d31393c7e333f3d', 'tel:+91 9749525157'], 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com', 'category': 'Title', 'element_id': '4334e83dc625417d783e2a7a75ee8540'}, page_content='LinkedIn Instagram Email Phone'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '4334e83dc625417d783e2a7a75ee8540', 'url': 'https://thehexatech.com', 'category': 'NarrativeText', 'element_id': '8cbd7e7952b30d4ed3472272e6e0e5a5'}, page_content='© 2024, The Hexatech. All Rights Reserved.'),\n",
       " Document(metadata={'category_depth': 0, 'languages': ['eng'], 'filetype': 'text/html', 'url': 'https://thehexatech.com/about/index.html', 'category': 'Title', 'element_id': '9d0357eb48545a3eb0190751f5ac58f6'}, page_content='Our Company'),\n",
       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '9d0357eb48545a3eb0190751f5ac58f6', 'url': 'https://thehexatech.com/about/index.html', 'category': 'NarrativeText', 'element_id': '2fb42adc7b5e984d33d83cc5f9533737'}, page_content='At The Hexatech, we believe that every great business starts with a bold idea. We specialize in providing end-to-end business solutions that help entrepreneurs and businesses bring their visions to life. From designing unique digital experiences, to developing state-of-the-art software, to implementing cutting-edge AI and machine learning systems — we do it all.'),\n",
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       " Document(metadata={'languages': ['eng'], 'filetype': 'text/html', 'parent_id': '9d0357eb48545a3eb0190751f5ac58f6', 'url': 'https://thehexatech.com/about/index.html', 'category': 'NarrativeText', 'element_id': '0a688be6002688e1bd236b83c6685328'}, page_content='The Hexatech is your trusted partner for turning digital challenges into opportunities, combining creativity, technology, and business acumen to help you stay ahead of the competition. With our tailored solutions, we aim to transform your business and ensure it thrives in today’s fast-evolving digital world.'),\n",
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