langchain/docs/extras/modules/data_connection/retrievers/integrations/databerry.ipynb

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  {
   "cell_type": "markdown",
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   "source": [
    "# Databerry\n",
    "\n",
    ">[Databerry platform](https://docs.databerry.ai/introduction) brings data from anywhere (Datsources: Text, PDF, Word, PowerPpoint, Excel, Notion, Airtable, Google Sheets, etc..) into Datastores (container of multiple Datasources).\n",
    "Then your Datastores can be connected to ChatGPT via Plugins or any other Large Langue Model (LLM) via the `Databerry API`.\n",
    "\n",
    "This notebook shows how to use [Databerry's](https://www.databerry.ai/) retriever.\n",
    "\n",
    "First, you will need to sign up for Databerry, create a datastore, add some data and get your datastore api endpoint url. You need the [API Key](https://docs.databerry.ai/api-reference/authentication)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "944e172b",
   "metadata": {},
   "source": [
    "## Query\n",
    "\n",
    "Now that our index is set up, we can set up a retriever and start querying it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d0e6f506",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from langchain.retrievers import DataberryRetriever"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f381f642",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "retriever = DataberryRetriever(\n",
    "    datastore_url=\"https://clg1xg2h80000l708dymr0fxc.databerry.ai/query\",\n",
    "    # api_key=\"DATABERRY_API_KEY\", # optional if datastore is public\n",
    "    # top_k=10 # optional\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "20ae1a74",
   "metadata": {},
   "outputs": [
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       "[Document(page_content='✨ Made with DaftpageOpen main menuPricingTemplatesLoginSearchHelpGetting StartedFeaturesAffiliate ProgramGetting StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!DaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord', metadata={'source': 'https:/daftpage.com/help/getting-started', 'score': 0.8697265}),\n",
       " Document(page_content=\"✨ Made with DaftpageOpen main menuPricingTemplatesLoginSearchHelpGetting StartedFeaturesAffiliate ProgramHelp CenterWelcome to Daftpage’s help center—the one-stop shop for learning everything about building websites with Daftpage.Daftpage is the simplest way to create websites for all purposes in seconds. Without knowing how to code, and for free!Get StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!Start here✨ Create your first site🧱 Add blocks🚀 PublishGuides🔖 Add a custom domainFeatures🔥 Drops🎨 Drawings👻 Ghost mode💀 Skeleton modeCant find the answer you're looking for?mail us at support@daftpage.comJoin the awesome Daftpage community on: 👾 DiscordDaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord\", metadata={'source': 'https:/daftpage.com/help', 'score': 0.86570895}),\n",
       " Document(page_content=\" is the simplest way to create websites for all purposes in seconds. Without knowing how to code, and for free!Get StartedDaftpage is a new type of website builder that works like a doc.It makes website building easy, fun and offers tons of powerful features for free. Just type / in your page to get started!Start here✨ Create your first site🧱 Add blocks🚀 PublishGuides🔖 Add a custom domainFeatures🔥 Drops🎨 Drawings👻 Ghost mode💀 Skeleton modeCant find the answer you're looking for?mail us at support@daftpage.comJoin the awesome Daftpage community on: 👾 DiscordDaftpageCopyright © 2022 Daftpage, Inc.All rights reserved.ProductPricingTemplatesHelp & SupportHelp CenterGetting startedBlogCompanyAboutRoadmapTwitterAffiliate Program👾 Discord\", metadata={'source': 'https:/daftpage.com/help', 'score': 0.8645384})]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "retriever.get_relevant_documents(\"What is Daftpage?\")"
   ]
  }
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