Merge pull request #2400 from jupyter-naas/2399-qdrant-connect-to-client

feat: Qdrant - Connect to client
jupyter-naas · Nov 22, 2023 · b75fa65 · b75fa65
2 parents 264fc27 + 10b35a5
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diff --git a/.github/assets/logos/Qdrant.jpeg b/.github/assets/logos/Qdrant.jpeg
diff --git a/.github/assets/logos/Worldometer.jpg b/.github/assets/logos/Worldometer.jpg
diff --git a/Qdrant/Qdrant_Connect_to_cloud.ipynb b/Qdrant/Qdrant_Connect_to_cloud.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "f27ab203-2993-4ff2-8934-800db3ce9ed5",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "<img width=\"10%\" alt=\"Naas\" src=\"https://landen.imgix.net/jtci2pxwjczr/assets/5ice39g4.png?w=160\"/>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6917dad4-d28c-4375-b28f-b1c44f0a9d8f",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "# Qdrant - Connect to cloud"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e45809ab-2124-4175-a9e6-3bb96e70d45b",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "**Tags:** #qdrant #connect #cloud #api #credentials #authentication #snippet"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "635b9f7f-56aa-41be-a200-9cc250459b1f",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "**Author:** [Florent Ravenel](https://www.linkedin.com/in/florent-ravenel/)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "18558e1b-f098-49ec-9de3-4ee9602df6f9",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "**Last update:** 2023-11-22 (Created: 2023-11-22)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1a195260-4370-4e3c-8cf8-f9d01a42ab62",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "**Description:** This notebook will show how to connect to Qdrant cloud."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "88a3b288-ea82-4c30-9971-c336164cf1f2",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "**References:**\n",
+    "- [Qdrant Documentation](https://qdrant.tech/documentation/)\n",
+    "- [Qdrant API](https://qdrant.github.io/qdrant/redoc/index.html)\n",
+    "- [Get your Qdrant Cluster URL and API Key](https://cloud.qdrant.io/accounts)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1a3ad3d5-a113-44db-b4e0-bfc885a6f2c9",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "## Input"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "709b99a2-bcca-49b4-b4da-8dac55e926d5",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "### Import libraries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "550d3dad-a09a-46f7-89cf-18998cc74208",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import naas\n",
+    "try:\n",
+    "    from qdrant_client import QdrantClient\n",
+    "except:\n",
+    "    !pip install qdrant-client --user\n",
+    "    from qdrant_client import QdrantClient"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "315fb5b5-f33a-46a7-9d8e-0836c2fbe678",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "### Setup variables\n",
+    "[Get your Qdrant Cluster URL and API Key](https://cloud.qdrant.io/accounts)\n",
+    "- `url`: Qdrant cluster URL\n",
+    "- `api_key`: Qdrant API key"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "305be68f-6026-43fb-8335-3b2df51a2001",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "url = naas.secret.get(\"QDRANT_CLUSER_URL\")\n",
+    "api_key = naas.secret.get(\"QDRANT_API_KEY\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "28b9cf85-0c1f-428a-9008-cadc65ce21c1",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "## Model"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "37ffd794-a50f-4e6e-b5a7-45e8e2ac63ab",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "### Connect to Qdrant cloud"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "01f2e58f-08ba-49ff-96aa-a25e30ca1c05",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "qdrant_client = QdrantClient(\n",
+    "    url=url, \n",
+    "    api_key=api_key,\n",
+    ")\n",
+    "qdrant_client"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3f4d742f-88e7-45b5-a291-c649014030cc",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "## Output"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "5065f5a5-9112-416d-a56d-5eab22db1e91",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "source": [
+    "### Display result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e87aaf74-7f7f-4793-93f4-fe18666c5392",
+   "metadata": {
+    "papermill": {},
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "qdrant_client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "56aad6a8-deec-4be3-882c-73e3e7b89ed2",
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+   "outputs": [],
+   "source": []
+  }
+ ],
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+    "version": 3
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+   "mimetype": "text/x-python",
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+   "pygments_lexer": "ipython3",
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+  "widgets": {
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+}