GPTChatbot.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/tanishkumar02/oktanaut/blob/main/GPTChatbot.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "id": "a1d00720",
      "metadata": {
        "id": "a1d00720",
        "outputId": "aca41d97-8d1b-4443-bf7e-bd369fa6eb21",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Installing collected packages: urllib3, mypy-extensions, marshmallow, typing-inspect, tiktoken, langsmith, dataclasses-json, langchain, llama-index\n",
            "  Attempting uninstall: urllib3\n",
            "    Found existing installation: urllib3 2.0.4\n",
            "    Uninstalling urllib3-2.0.4:\n",
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            "Successfully installed dataclasses-json-0.5.14 langchain-0.0.275 langsmith-0.0.27 llama-index-0.8.11.post3 marshmallow-3.20.1 mypy-extensions-1.0.0 tiktoken-0.4.0 typing-inspect-0.9.0 urllib3-1.26.16\n"
          ]
        }
      ],
      "source": [
        "!pip install openai==0.28.1\n",
        "!pip install panel\n",
        "!pip install llama-index==0.8.7"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "from google.colab import drive\n",
        "drive.mount('/content/drive')\n",
        "from llama_index import VectorStoreIndex, SimpleDirectoryReader\n",
        "import os\n",
        "import openai\n",
        "import panel as pn\n",
        "\n",
        "openai.api_key = 'Your OpenAI API Key Here'\n",
        "from google.colab import drive\n",
        "!pip install pypdf\n",
        "!pip install mdfreader\n",
        "\n",
        "import os\n",
        "documents = SimpleDirectoryReader('drive/MyDrive/oktanaut').load_data()"
      ],
      "metadata": {
        "id": "Ilnau31Y8LSx",
        "outputId": "8e71e4bb-5246-4353-db1e-618b97f8648a",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "id": "Ilnau31Y8LSx",
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n",
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            "\u001b[?25hInstalling collected packages: pypdf\n",
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            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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            "Building wheels for collected packages: mdfreader\n",
            "  Building wheel for mdfreader (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for mdfreader: filename=mdfreader-4.1-cp310-cp310-linux_x86_64.whl size=683146 sha256=44c847b59a38ded69d91e6ae7350b7f107ffc09d4babc417d0846f6bcadfa8ec\n",
            "  Stored in directory: /root/.cache/pip/wheels/41/84/39/ff72136c08a1273f6af6ae7cff6bc13f35c37fceedada4a5f5\n",
            "Successfully built mdfreader\n",
            "Installing collected packages: mdfreader\n",
            "Successfully installed mdfreader-4.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "id": "a03f026a",
      "metadata": {
        "id": "a03f026a"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "id": "77eac86d",
      "metadata": {
        "id": "77eac86d"
      },
      "outputs": [],
      "source": [
        "def continue_conversation(messages, temperature=0):\n",
        "    response = openai.ChatCompletion.create(\n",
        "        model=\"gpt-3.5-turbo\",\n",
        "        messages=messages,\n",
        "        temperature=temperature,\n",
        "    )\n",
        "    #print(str(response.choices[0].message[\"content\"]))\n",
        "    return response.choices[0].message[\"content\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "id": "51bec475",
      "metadata": {
        "id": "51bec475"
      },
      "outputs": [],
      "source": [
        "def add_prompts_conversation(_):\n",
        "    prompt = client_prompt.value_input\n",
        "    client_prompt.value = ''\n",
        "\n",
        "    context.append({'role':'user', 'content':f\"{prompt}\"})\n",
        "\n",
        "    response = continue_conversation(context)\n",
        "\n",
        "    context.append({'role':'assistant', 'content':f\"{response}\"})\n",
        "\n",
        "    panels.append(\n",
        "        pn.Row('Developer:', pn.pane.Markdown(prompt, width=600)))\n",
        "    panels.append(\n",
        "        pn.Row('Oktanaut:', pn.pane.Markdown(response, width=600)))\n",
        "\n",
        "    return pn.Column(*panels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "id": "922f8d24",
      "metadata": {
        "id": "922f8d24",
        "outputId": "7ca101f9-f99c-4cb9-9655-7b8cb5ac2967",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "(function(root) {\n",
              "  function now() {\n",
              "    return new Date();\n",
              "  }\n",
              "\n",
              "  var force = true;\n",
              "  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
              "  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n",
              "  var reloading = false;\n",
              "  var Bokeh = root.Bokeh;\n",
              "  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
              "\n",
              "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
              "    root._bokeh_timeout = Date.now() + 5000;\n",
              "    root._bokeh_failed_load = false;\n",
              "  }\n",
              "\n",
              "  function run_callbacks() {\n",
              "    try {\n",
              "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
              "        if (callback != null)\n",
              "          callback();\n",
              "      });\n",
              "    } finally {\n",
              "      delete root._bokeh_onload_callbacks;\n",
              "    }\n",
              "    console.debug(\"Bokeh: all callbacks have finished\");\n",
              "  }\n",
              "\n",
              "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
              "    if (css_urls == null) css_urls = [];\n",
              "    if (js_urls == null) js_urls = [];\n",
              "    if (js_modules == null) js_modules = [];\n",
              "    if (js_exports == null) js_exports = {};\n",
              "\n",
              "    root._bokeh_onload_callbacks.push(callback);\n",
              "\n",
              "    if (root._bokeh_is_loading > 0) {\n",
              "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
              "      return null;\n",
              "    }\n",
              "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
              "      run_callbacks();\n",
              "      return null;\n",
              "    }\n",
              "    if (!reloading) {\n",
              "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
              "    }\n",
              "\n",
              "    function on_load() {\n",
              "      root._bokeh_is_loading--;\n",
              "      if (root._bokeh_is_loading === 0) {\n",
              "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
              "        run_callbacks()\n",
              "      }\n",
              "    }\n",
              "    window._bokeh_on_load = on_load\n",
              "\n",
              "    function on_error() {\n",
              "      console.error(\"failed to load \" + url);\n",
              "    }\n",
              "\n",
              "    var skip = [];\n",
              "    if (window.requirejs) {\n",
              "      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n",
              "      require([\"jspanel\"], function(jsPanel) {\n",
              "\twindow.jsPanel = jsPanel\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-modal\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-tooltip\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-hint\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-layout\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-contextmenu\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-dock\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"gridstack\"], function(GridStack) {\n",
              "\twindow.GridStack = GridStack\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"notyf\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      root._bokeh_is_loading = css_urls.length + 9;\n",
              "    } else {\n",
              "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
              "    }\n",
              "\n",
              "    var existing_stylesheets = []\n",
              "    var links = document.getElementsByTagName('link')\n",
              "    for (var i = 0; i < links.length; i++) {\n",
              "      var link = links[i]\n",
              "      if (link.href != null) {\n",
              "\texisting_stylesheets.push(link.href)\n",
              "      }\n",
              "    }\n",
              "    for (var i = 0; i < css_urls.length; i++) {\n",
              "      var url = css_urls[i];\n",
              "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
              "\ton_load()\n",
              "\tcontinue;\n",
              "      }\n",
              "      const element = document.createElement(\"link\");\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.rel = \"stylesheet\";\n",
              "      element.type = \"text/css\";\n",
              "      element.href = url;\n",
              "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
              "      document.body.appendChild(element);\n",
              "    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    var existing_scripts = []\n",
              "    var scripts = document.getElementsByTagName('script')\n",
              "    for (var i = 0; i < scripts.length; i++) {\n",
              "      var script = scripts[i]\n",
              "      if (script.src != null) {\n",
              "\texisting_scripts.push(script.src)\n",
              "      }\n",
              "    }\n",
              "    for (var i = 0; i < js_urls.length; i++) {\n",
              "      var url = js_urls[i];\n",
              "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.src = url;\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    for (var i = 0; i < js_modules.length; i++) {\n",
              "      var url = js_modules[i];\n",
              "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.src = url;\n",
              "      element.type = \"module\";\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    for (const name in js_exports) {\n",
              "      var url = js_exports[name];\n",
              "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.type = \"module\";\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      element.textContent = `\n",
              "      import ${name} from \"${url}\"\n",
              "      window.${name} = ${name}\n",
              "      window._bokeh_on_load()\n",
              "      `\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    if (!js_urls.length && !js_modules.length) {\n",
              "      on_load()\n",
              "    }\n",
              "  };\n",
              "\n",
              "  function inject_raw_css(css) {\n",
              "    const element = document.createElement(\"style\");\n",
              "    element.appendChild(document.createTextNode(css));\n",
              "    document.body.appendChild(element);\n",
              "  }\n",
              "\n",
              "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.1/dist/panel.min.js\"];\n",
              "  var js_modules = [];\n",
              "  var js_exports = {};\n",
              "  var css_urls = [];\n",
              "  var inline_js = [    function(Bokeh) {\n",
              "      Bokeh.set_log_level(\"info\");\n",
              "    },\n",
              "function(Bokeh) {} // ensure no trailing comma for IE\n",
              "  ];\n",
              "\n",
              "  function run_inline_js() {\n",
              "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
              "      for (var i = 0; i < inline_js.length; i++) {\n",
              "        inline_js[i].call(root, root.Bokeh);\n",
              "      }\n",
              "      // Cache old bokeh versions\n",
              "      if (Bokeh != undefined && !reloading) {\n",
              "\tvar NewBokeh = root.Bokeh;\n",
              "\tif (Bokeh.versions === undefined) {\n",
              "\t  Bokeh.versions = new Map();\n",
              "\t}\n",
              "\tif (NewBokeh.version !== Bokeh.version) {\n",
              "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
              "\t}\n",
              "\troot.Bokeh = Bokeh;\n",
              "      }} else if (Date.now() < root._bokeh_timeout) {\n",
              "      setTimeout(run_inline_js, 100);\n",
              "    } else if (!root._bokeh_failed_load) {\n",
              "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
              "      root._bokeh_failed_load = true;\n",
              "    }\n",
              "    root._bokeh_is_initializing = false\n",
              "  }\n",
              "\n",
              "  function load_or_wait() {\n",
              "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
              "    // versions of Bokeh and its dependencies at the same time.\n",
              "    // In recent versions we use the root._bokeh_is_initializing flag\n",
              "    // to determine whether there is an ongoing attempt to initialize\n",
              "    // bokeh, however for backward compatibility we also try to ensure\n",
              "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
              "    // before older versions are fully initialized.\n",
              "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
              "      root._bokeh_is_initializing = false;\n",
              "      root._bokeh_onload_callbacks = undefined;\n",
              "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
              "      load_or_wait();\n",
              "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
              "      setTimeout(load_or_wait, 100);\n",
              "    } else {\n",
              "      Bokeh = root.Bokeh;\n",
              "      bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
              "      root._bokeh_is_initializing = true\n",
              "      root._bokeh_onload_callbacks = []\n",
              "      if (!reloading && (!bokeh_loaded || is_dev)) {\n",
              "\troot.Bokeh = undefined;\n",
              "      }\n",
              "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
              "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
              "\trun_inline_js();\n",
              "      });\n",
              "    }\n",
              "  }\n",
              "  // Give older versions of the autoload script a head-start to ensure\n",
              "  // they initialize before we start loading newer version.\n",
              "  setTimeout(load_or_wait, 100)\n",
              "}(window));"
            ],
            "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n      require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n      })\n      require([\"jspanel-modal\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-tooltip\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-hint\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-layout\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-dock\"], function() {\n\ton_load()\n      })\n      require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n      })\n      require([\"notyf\"], function() {\n\ton_load()\n      })\n      root._bokeh_is_loading = css_urls.length + 9;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.1/dist/panel.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      Bokeh = root.Bokeh;\n      bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
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          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n          var messages = comm.messages[Symbol.asyncIterator]();\n          function processIteratorResult(result) {\n            var message = result.value;\n            console.log(message)\n            var content = {data: message.data, comm_id};\n            var buffers = []\n            for (var buffer of message.buffers || []) {\n              buffers.push(new DataView(buffer))\n            }\n            var metadata = message.metadata || {};\n            var msg = {content, buffers, metadata}\n            msg_handler(msg);\n            return messages.next().then(processIteratorResult);\n          }\n          return messages.next().then(processIteratorResult);\n        })\n      }\n    }\n\n    JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n      if (comm_id in window.PyViz.comms) {\n        return window.PyViz.comms[comm_id];\n      } else if (window.comm_manager || 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scripts.forEach( function (oldScript) {\n      var newScript = document.createElement(\"script\");\n      var attrs = [];\n      var nodemap = oldScript.attributes;\n      for (var j in nodemap) {\n        if (nodemap.hasOwnProperty(j)) {\n          attrs.push(nodemap[j])\n        }\n      }\n      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n      oldScript.parentNode.replaceChild(newScript, oldScript);\n    });\n    if (JS_MIME_TYPE in output.data) {\n      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n    }\n    output_area._hv_plot_id = id;\n    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n      window.PyViz.plot_index[id] = Bokeh.index[id];\n    } else {\n      window.PyViz.plot_index[id] = null;\n    }\n  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n    var bk_div = document.createElement(\"div\");\n    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n    var script_attrs = bk_div.children[0].attributes;\n    for (var i = 0; i < script_attrs.length; i++) {\n      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n    }\n    // store reference to server id on output_area\n    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n  }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n  var id = handle.cell.output_area._hv_plot_id;\n  var server_id = handle.cell.output_area._bokeh_server_id;\n  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n  if (server_id !== null) {\n    comm.send({event_type: 'server_delete', 'id': server_id});\n    return;\n  } else if (comm !== null) {\n    comm.send({event_type: 'delete', 'id': id});\n  }\n  delete PyViz.plot_index[id];\n  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n    var doc = window.Bokeh.index[id].model.document\n    doc.clear();\n    const i = window.Bokeh.documents.indexOf(doc);\n    if (i > -1) {\n      window.Bokeh.documents.splice(i, 1);\n    }\n  }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n  delete PyViz.comms[\"hv-extension-comm\"];\n  window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n  handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n  function append_mime(data, metadata, element) {\n    // create a DOM node to render to\n    var toinsert = this.create_output_subarea(\n    metadata,\n    CLASS_NAME,\n    EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n",
            "application/javascript": [
              "\n",
              "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n",
              "  window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n",
              "}\n",
              "\n",
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              "    function JupyterCommManager() {\n",
              "    }\n",
              "\n",
              "    JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n",
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              "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
              "        comm_manager.register_target(comm_id, function(comm) {\n",
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              "        });\n",
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              "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
              "        google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n",
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              "        }\n",
              "      } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n",
              "        var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n",
              "        comm.open();\n",
              "        if (msg_handler) {\n",
              "          comm.onMsg = msg_handler;\n",
              "        }\n",
              "      } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n",
              "        var comm_promise = google.colab.kernel.comms.open(comm_id)\n",
              "        comm_promise.then((comm) => {\n",
              "          window.PyViz.comms[comm_id] = comm;\n",
              "          if (msg_handler) {\n",
              "            var messages = comm.messages[Symbol.asyncIterator]();\n",
              "            function processIteratorResult(result) {\n",
              "              var message = result.value;\n",
              "              var content = {data: message.data};\n",
              "              var metadata = message.metadata || {comm_id};\n",
              "              var msg = {content, metadata}\n",
              "              msg_handler(msg);\n",
              "              return messages.next().then(processIteratorResult);\n",
              "            }\n",
              "            return messages.next().then(processIteratorResult);\n",
              "          }\n",
              "        }) \n",
              "        var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n",
              "          return comm_promise.then((comm) => {\n",
              "            comm.send(data, metadata, buffers, disposeOnDone);\n",
              "          });\n",
              "        };\n",
              "        var comm = {\n",
              "          send: sendClosure\n",
              "        };\n",
              "      }\n",
              "      window.PyViz.comms[comm_id] = comm;\n",
              "      return comm;\n",
              "    }\n",
              "    window.PyViz.comm_manager = new JupyterCommManager();\n",
              "    \n",
              "\n",
              "\n",
              "var JS_MIME_TYPE = 'application/javascript';\n",
              "var HTML_MIME_TYPE = 'text/html';\n",
              "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
              "var CLASS_NAME = 'output';\n",
              "\n",
              "/**\n",
              " * Render data to the DOM node\n",
              " */\n",
              "function render(props, node) {\n",
              "  var div = document.createElement(\"div\");\n",
              "  var script = document.createElement(\"script\");\n",
              "  node.appendChild(div);\n",
              "  node.appendChild(script);\n",
              "}\n",
              "\n",
              "/**\n",
              " * Handle when a new output is added\n",
              " */\n",
              "function handle_add_output(event, handle) {\n",
              "  var output_area = handle.output_area;\n",
              "  var output = handle.output;\n",
              "  if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
              "    return\n",
              "  }\n",
              "  var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
              "  var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
              "  if (id !== undefined) {\n",
              "    var nchildren = toinsert.length;\n",
              "    var html_node = toinsert[nchildren-1].children[0];\n",
              "    html_node.innerHTML = output.data[HTML_MIME_TYPE];\n",
              "    var scripts = [];\n",
              "    var nodelist = html_node.querySelectorAll(\"script\");\n",
              "    for (var i in nodelist) {\n",
              "      if (nodelist.hasOwnProperty(i)) {\n",
              "        scripts.push(nodelist[i])\n",
              "      }\n",
              "    }\n",
              "\n",
              "    scripts.forEach( function (oldScript) {\n",
              "      var newScript = document.createElement(\"script\");\n",
              "      var attrs = [];\n",
              "      var nodemap = oldScript.attributes;\n",
              "      for (var j in nodemap) {\n",
              "        if (nodemap.hasOwnProperty(j)) {\n",
              "          attrs.push(nodemap[j])\n",
              "        }\n",
              "      }\n",
              "      attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n",
              "      newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n",
              "      oldScript.parentNode.replaceChild(newScript, oldScript);\n",
              "    });\n",
              "    if (JS_MIME_TYPE in output.data) {\n",
              "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
              "    }\n",
              "    output_area._hv_plot_id = id;\n",
              "    if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n",
              "      window.PyViz.plot_index[id] = Bokeh.index[id];\n",
              "    } else {\n",
              "      window.PyViz.plot_index[id] = null;\n",
              "    }\n",
              "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
              "    var bk_div = document.createElement(\"div\");\n",
              "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
              "    var script_attrs = bk_div.children[0].attributes;\n",
              "    for (var i = 0; i < script_attrs.length; i++) {\n",
              "      toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
              "    }\n",
              "    // store reference to server id on output_area\n",
              "    output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
              "  }\n",
              "}\n",
              "\n",
              "/**\n",
              " * Handle when an output is cleared or removed\n",
              " */\n",
              "function handle_clear_output(event, handle) {\n",
              "  var id = handle.cell.output_area._hv_plot_id;\n",
              "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
              "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
              "  var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n",
              "  if (server_id !== null) {\n",
              "    comm.send({event_type: 'server_delete', 'id': server_id});\n",
              "    return;\n",
              "  } else if (comm !== null) {\n",
              "    comm.send({event_type: 'delete', 'id': id});\n",
              "  }\n",
              "  delete PyViz.plot_index[id];\n",
              "  if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n",
              "    var doc = window.Bokeh.index[id].model.document\n",
              "    doc.clear();\n",
              "    const i = window.Bokeh.documents.indexOf(doc);\n",
              "    if (i > -1) {\n",
              "      window.Bokeh.documents.splice(i, 1);\n",
              "    }\n",
              "  }\n",
              "}\n",
              "\n",
              "/**\n",
              " * Handle kernel restart event\n",
              " */\n",
              "function handle_kernel_cleanup(event, handle) {\n",
              "  delete PyViz.comms[\"hv-extension-comm\"];\n",
              "  window.PyViz.plot_index = {}\n",
              "}\n",
              "\n",
              "/**\n",
              " * Handle update_display_data messages\n",
              " */\n",
              "function handle_update_output(event, handle) {\n",
              "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
              "  handle_add_output(event, handle)\n",
              "}\n",
              "\n",
              "function register_renderer(events, OutputArea) {\n",
              "  function append_mime(data, metadata, element) {\n",
              "    // create a DOM node to render to\n",
              "    var toinsert = this.create_output_subarea(\n",
              "    metadata,\n",
              "    CLASS_NAME,\n",
              "    EXEC_MIME_TYPE\n",
              "    );\n",
              "    this.keyboard_manager.register_events(toinsert);\n",
              "    // Render to node\n",
              "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
              "    render(props, toinsert[0]);\n",
              "    element.append(toinsert);\n",
              "    return toinsert\n",
              "  }\n",
              "\n",
              "  events.on('output_added.OutputArea', handle_add_output);\n",
              "  events.on('output_updated.OutputArea', handle_update_output);\n",
              "  events.on('clear_output.CodeCell', handle_clear_output);\n",
              "  events.on('delete.Cell', handle_clear_output);\n",
              "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
              "\n",
              "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
              "    safe: true,\n",
              "    index: 0\n",
              "  });\n",
              "}\n",
              "\n",
              "if (window.Jupyter !== undefined) {\n",
              "  try {\n",
              "    var events = require('base/js/events');\n",
              "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
              "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
              "      register_renderer(events, OutputArea);\n",
              "    }\n",
              "  } catch(err) {\n",
              "  }\n",
              "}\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<style>*[data-root-id],\n",
              "*[data-root-id] > * {\n",
              "  box-sizing: border-box;\n",
              "  font-family: var(--jp-ui-font-family);\n",
              "  font-size: var(--jp-ui-font-size1);\n",
              "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
              "}\n",
              "\n",
              "/* Override VSCode background color */\n",
              ".cell-output-ipywidget-background:has(\n",
              "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
              "  ),\n",
              ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n",
              "  background-color: transparent !important;\n",
              "}\n",
              "</style>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<div id='af6b5627-fc64-4b33-9d93-222bacb540a3'>\n",
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              "</div>\n",
              "<script type=\"application/javascript\">(function(root) {\n",
              "  var docs_json = {\"dbb83a78-6cb1-4063-9a1a-3fffc4378cc1\":{\"version\":\"3.2.2\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"af6b5627-fc64-4b33-9d93-222bacb540a3\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"91680f5f-33b2-4fb2-8a9c-39e3d4d61350\",\"attributes\":{\"plot_id\":\"af6b5627-fc64-4b33-9d93-222bacb540a3\",\"comm_id\":\"73c6596493974e0baa397bc6283e82af\",\"client_comm_id\":\"a3d82e6161344eb0bd08b4874c0d3edd\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n",
              "  var render_items = [{\"docid\":\"dbb83a78-6cb1-4063-9a1a-3fffc4378cc1\",\"roots\":{\"af6b5627-fc64-4b33-9d93-222bacb540a3\":\"bbeb8a74-effe-407e-b41b-fe7ee08f8104\"},\"root_ids\":[\"af6b5627-fc64-4b33-9d93-222bacb540a3\"]}];\n",
              "  var docs = Object.values(docs_json)\n",
              "  if (!docs) {\n",
              "    return\n",
              "  }\n",
              "  const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
              "  const is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1\n",
              "  function embed_document(root) {\n",
              "    var Bokeh = get_bokeh(root)\n",
              "    Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
              "    for (const render_item of render_items) {\n",
              "      for (const root_id of render_item.root_ids) {\n",
              "\tconst id_el = document.getElementById(root_id)\n",
              "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
              "\t  const root_el = id_el.children[0]\n",
              "\t  root_el.id = root_el.id + '-rendered'\n",
              "\t}\n",
              "      }\n",
              "    }\n",
              "  }\n",
              "  function get_bokeh(root) {\n",
              "    if (root.Bokeh === undefined) {\n",
              "      return null\n",
              "    } else if (root.Bokeh.version !== py_version && !is_dev) {\n",
              "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
              "\treturn null\n",
              "      }\n",
              "      return root.Bokeh.versions.get(py_version);\n",
              "    } else if (root.Bokeh.version === py_version) {\n",
              "      return root.Bokeh\n",
              "    }\n",
              "    return null\n",
              "  }\n",
              "  function is_loaded(root) {\n",
              "    var Bokeh = get_bokeh(root)\n",
              "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
              "  }\n",
              "  if (is_loaded(root)) {\n",
              "    embed_document(root);\n",
              "  } else {\n",
              "    var attempts = 0;\n",
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              "        clearInterval(timer);\n",
              "        embed_document(root);\n",
              "      } else if (document.readyState == \"complete\") {\n",
              "        attempts++;\n",
              "        if (attempts > 200) {\n",
              "          clearInterval(timer);\n",
              "\t  var Bokeh = get_bokeh(root)\n",
              "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
              "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
              "\t  } else {\n",
              "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
              "\t    embed_document(root)\n",
              "\t  }\n",
              "        }\n",
              "      }\n",
              "    }, 25, root)\n",
              "  }\n",
              "})(window);</script>"
            ],
            "application/vnd.holoviews_exec.v0+json": ""
          },
          "metadata": {
            "application/vnd.holoviews_exec.v0+json": {
              "id": "af6b5627-fc64-4b33-9d93-222bacb540a3"
            }
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        },
        {
          "output_type": "display_data",
          "data": {
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              "(function(root) {\n",
              "  function now() {\n",
              "    return new Date();\n",
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              "\n",
              "  var force = true;\n",
              "  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n",
              "  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n",
              "  var reloading = false;\n",
              "  var Bokeh = root.Bokeh;\n",
              "  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
              "\n",
              "  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n",
              "    root._bokeh_timeout = Date.now() + 5000;\n",
              "    root._bokeh_failed_load = false;\n",
              "  }\n",
              "\n",
              "  function run_callbacks() {\n",
              "    try {\n",
              "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
              "        if (callback != null)\n",
              "          callback();\n",
              "      });\n",
              "    } finally {\n",
              "      delete root._bokeh_onload_callbacks;\n",
              "    }\n",
              "    console.debug(\"Bokeh: all callbacks have finished\");\n",
              "  }\n",
              "\n",
              "  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n",
              "    if (css_urls == null) css_urls = [];\n",
              "    if (js_urls == null) js_urls = [];\n",
              "    if (js_modules == null) js_modules = [];\n",
              "    if (js_exports == null) js_exports = {};\n",
              "\n",
              "    root._bokeh_onload_callbacks.push(callback);\n",
              "\n",
              "    if (root._bokeh_is_loading > 0) {\n",
              "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
              "      return null;\n",
              "    }\n",
              "    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n",
              "      run_callbacks();\n",
              "      return null;\n",
              "    }\n",
              "    if (!reloading) {\n",
              "      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
              "    }\n",
              "\n",
              "    function on_load() {\n",
              "      root._bokeh_is_loading--;\n",
              "      if (root._bokeh_is_loading === 0) {\n",
              "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
              "        run_callbacks()\n",
              "      }\n",
              "    }\n",
              "    window._bokeh_on_load = on_load\n",
              "\n",
              "    function on_error() {\n",
              "      console.error(\"failed to load \" + url);\n",
              "    }\n",
              "\n",
              "    var skip = [];\n",
              "    if (window.requirejs) {\n",
              "      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n",
              "      require([\"jspanel\"], function(jsPanel) {\n",
              "\twindow.jsPanel = jsPanel\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-modal\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-tooltip\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-hint\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-layout\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-contextmenu\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"jspanel-dock\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"gridstack\"], function(GridStack) {\n",
              "\twindow.GridStack = GridStack\n",
              "\ton_load()\n",
              "      })\n",
              "      require([\"notyf\"], function() {\n",
              "\ton_load()\n",
              "      })\n",
              "      root._bokeh_is_loading = css_urls.length + 9;\n",
              "    } else {\n",
              "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
              "    }\n",
              "\n",
              "    var existing_stylesheets = []\n",
              "    var links = document.getElementsByTagName('link')\n",
              "    for (var i = 0; i < links.length; i++) {\n",
              "      var link = links[i]\n",
              "      if (link.href != null) {\n",
              "\texisting_stylesheets.push(link.href)\n",
              "      }\n",
              "    }\n",
              "    for (var i = 0; i < css_urls.length; i++) {\n",
              "      var url = css_urls[i];\n",
              "      if (existing_stylesheets.indexOf(url) !== -1) {\n",
              "\ton_load()\n",
              "\tcontinue;\n",
              "      }\n",
              "      const element = document.createElement(\"link\");\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.rel = \"stylesheet\";\n",
              "      element.type = \"text/css\";\n",
              "      element.href = url;\n",
              "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
              "      document.body.appendChild(element);\n",
              "    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n",
              "      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n",
              "      for (var i = 0; i < urls.length; i++) {\n",
              "        skip.push(urls[i])\n",
              "      }\n",
              "    }    var existing_scripts = []\n",
              "    var scripts = document.getElementsByTagName('script')\n",
              "    for (var i = 0; i < scripts.length; i++) {\n",
              "      var script = scripts[i]\n",
              "      if (script.src != null) {\n",
              "\texisting_scripts.push(script.src)\n",
              "      }\n",
              "    }\n",
              "    for (var i = 0; i < js_urls.length; i++) {\n",
              "      var url = js_urls[i];\n",
              "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.src = url;\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    for (var i = 0; i < js_modules.length; i++) {\n",
              "      var url = js_modules[i];\n",
              "      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onload = on_load;\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.src = url;\n",
              "      element.type = \"module\";\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    for (const name in js_exports) {\n",
              "      var url = js_exports[name];\n",
              "      if (skip.indexOf(url) >= 0 || root[name] != null) {\n",
              "\tif (!window.requirejs) {\n",
              "\t  on_load();\n",
              "\t}\n",
              "\tcontinue;\n",
              "      }\n",
              "      var element = document.createElement('script');\n",
              "      element.onerror = on_error;\n",
              "      element.async = false;\n",
              "      element.type = \"module\";\n",
              "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
              "      element.textContent = `\n",
              "      import ${name} from \"${url}\"\n",
              "      window.${name} = ${name}\n",
              "      window._bokeh_on_load()\n",
              "      `\n",
              "      document.head.appendChild(element);\n",
              "    }\n",
              "    if (!js_urls.length && !js_modules.length) {\n",
              "      on_load()\n",
              "    }\n",
              "  };\n",
              "\n",
              "  function inject_raw_css(css) {\n",
              "    const element = document.createElement(\"style\");\n",
              "    element.appendChild(document.createTextNode(css));\n",
              "    document.body.appendChild(element);\n",
              "  }\n",
              "\n",
              "  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.1/dist/panel.min.js\"];\n",
              "  var js_modules = [];\n",
              "  var js_exports = {};\n",
              "  var css_urls = [];\n",
              "  var inline_js = [    function(Bokeh) {\n",
              "      Bokeh.set_log_level(\"info\");\n",
              "    },\n",
              "function(Bokeh) {} // ensure no trailing comma for IE\n",
              "  ];\n",
              "\n",
              "  function run_inline_js() {\n",
              "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
              "      for (var i = 0; i < inline_js.length; i++) {\n",
              "        inline_js[i].call(root, root.Bokeh);\n",
              "      }\n",
              "      // Cache old bokeh versions\n",
              "      if (Bokeh != undefined && !reloading) {\n",
              "\tvar NewBokeh = root.Bokeh;\n",
              "\tif (Bokeh.versions === undefined) {\n",
              "\t  Bokeh.versions = new Map();\n",
              "\t}\n",
              "\tif (NewBokeh.version !== Bokeh.version) {\n",
              "\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n",
              "\t}\n",
              "\troot.Bokeh = Bokeh;\n",
              "      }} else if (Date.now() < root._bokeh_timeout) {\n",
              "      setTimeout(run_inline_js, 100);\n",
              "    } else if (!root._bokeh_failed_load) {\n",
              "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
              "      root._bokeh_failed_load = true;\n",
              "    }\n",
              "    root._bokeh_is_initializing = false\n",
              "  }\n",
              "\n",
              "  function load_or_wait() {\n",
              "    // Implement a backoff loop that tries to ensure we do not load multiple\n",
              "    // versions of Bokeh and its dependencies at the same time.\n",
              "    // In recent versions we use the root._bokeh_is_initializing flag\n",
              "    // to determine whether there is an ongoing attempt to initialize\n",
              "    // bokeh, however for backward compatibility we also try to ensure\n",
              "    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n",
              "    // before older versions are fully initialized.\n",
              "    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n",
              "      root._bokeh_is_initializing = false;\n",
              "      root._bokeh_onload_callbacks = undefined;\n",
              "      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n",
              "      load_or_wait();\n",
              "    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n",
              "      setTimeout(load_or_wait, 100);\n",
              "    } else {\n",
              "      Bokeh = root.Bokeh;\n",
              "      bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n",
              "      root._bokeh_is_initializing = true\n",
              "      root._bokeh_onload_callbacks = []\n",
              "      if (!reloading && (!bokeh_loaded || is_dev)) {\n",
              "\troot.Bokeh = undefined;\n",
              "      }\n",
              "      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n",
              "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
              "\trun_inline_js();\n",
              "      });\n",
              "    }\n",
              "  }\n",
              "  // Give older versions of the autoload script a head-start to ensure\n",
              "  // they initialize before we start loading newer version.\n",
              "  setTimeout(load_or_wait, 100)\n",
              "}(window));"
            ],
            "application/vnd.holoviews_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n  var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n  var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n  var reloading = false;\n  var Bokeh = root.Bokeh;\n  var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks;\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n    if (js_modules == null) js_modules = [];\n    if (js_exports == null) js_exports = {};\n\n    root._bokeh_onload_callbacks.push(callback);\n\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n      run_callbacks();\n      return null;\n    }\n    if (!reloading) {\n      console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    }\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n    window._bokeh_on_load = on_load\n\n    function on_error() {\n      console.error(\"failed to load \" + url);\n    }\n\n    var skip = [];\n    if (window.requirejs) {\n      window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n      require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n      })\n      require([\"jspanel-modal\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-tooltip\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-hint\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-layout\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n      })\n      require([\"jspanel-dock\"], function() {\n\ton_load()\n      })\n      require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n      })\n      require([\"notyf\"], function() {\n\ton_load()\n      })\n      root._bokeh_is_loading = css_urls.length + 9;\n    } else {\n      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n    }\n\n    var existing_stylesheets = []\n    var links = document.getElementsByTagName('link')\n    for (var i = 0; i < links.length; i++) {\n      var link = links[i]\n      if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n      }\n    }\n    for (var i = 0; i < css_urls.length; i++) {\n      var url = css_urls[i];\n      if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n      }\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }    if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.1/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n      var urls = ['https://cdn.holoviz.org/panel/1.2.1/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n      for (var i = 0; i < urls.length; i++) {\n        skip.push(urls[i])\n      }\n    }    var existing_scripts = []\n    var scripts = document.getElementsByTagName('script')\n    for (var i = 0; i < scripts.length; i++) {\n      var script = scripts[i]\n      if (script.src != null) {\n\texisting_scripts.push(script.src)\n      }\n    }\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (var i = 0; i < js_modules.length; i++) {\n      var url = js_modules[i];\n      if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error;\n      element.async = false;\n      element.src = url;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n    for (const name in js_exports) {\n      var url = js_exports[name];\n      if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t  on_load();\n\t}\n\tcontinue;\n      }\n      var element = document.createElement('script');\n      element.onerror = on_error;\n      element.async = false;\n      element.type = \"module\";\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      element.textContent = `\n      import ${name} from \"${url}\"\n      window.${name} = ${name}\n      window._bokeh_on_load()\n      `\n      document.head.appendChild(element);\n    }\n    if (!js_urls.length && !js_modules.length) {\n      on_load()\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.1/dist/panel.min.js\"];\n  var js_modules = [];\n  var js_exports = {};\n  var css_urls = [];\n  var inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n  ];\n\n  function run_inline_js() {\n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }\n      // Cache old bokeh versions\n      if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t  Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t  Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    }\n    root._bokeh_is_initializing = false\n  }\n\n  function load_or_wait() {\n    // Implement a backoff loop that tries to ensure we do not load multiple\n    // versions of Bokeh and its dependencies at the same time.\n    // In recent versions we use the root._bokeh_is_initializing flag\n    // to determine whether there is an ongoing attempt to initialize\n    // bokeh, however for backward compatibility we also try to ensure\n    // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n    // before older versions are fully initialized.\n    if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n      root._bokeh_is_initializing = false;\n      root._bokeh_onload_callbacks = undefined;\n      console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n      load_or_wait();\n    } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n      setTimeout(load_or_wait, 100);\n    } else {\n      Bokeh = root.Bokeh;\n      bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n      root._bokeh_is_initializing = true\n      root._bokeh_onload_callbacks = []\n      if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n      }\n      load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n      });\n    }\n  }\n  // Give older versions of the autoload script a head-start to ensure\n  // they initialize before we start loading newer version.\n  setTimeout(load_or_wait, 100)\n}(window));"
          },
          "metadata": {}
        },
        {
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              "        var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n",
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              "var HTML_MIME_TYPE = 'text/html';\n",
              "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n",
              "var CLASS_NAME = 'output';\n",
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              "  var div = document.createElement(\"div\");\n",
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              "    });\n",
              "    if (JS_MIME_TYPE in output.data) {\n",
              "      toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n",
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              "    }\n",
              "  } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
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              "    bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
              "    var script_attrs = bk_div.children[0].attributes;\n",
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              "  var id = handle.cell.output_area._hv_plot_id;\n",
              "  var server_id = handle.cell.output_area._bokeh_server_id;\n",
              "  if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n",
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              "    var doc = window.Bokeh.index[id].model.document\n",
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              "\n",
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              " */\n",
              "function handle_kernel_cleanup(event, handle) {\n",
              "  delete PyViz.comms[\"hv-extension-comm\"];\n",
              "  window.PyViz.plot_index = {}\n",
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              "\n",
              "/**\n",
              " * Handle update_display_data messages\n",
              " */\n",
              "function handle_update_output(event, handle) {\n",
              "  handle_clear_output(event, {cell: {output_area: handle.output_area}})\n",
              "  handle_add_output(event, handle)\n",
              "}\n",
              "\n",
              "function register_renderer(events, OutputArea) {\n",
              "  function append_mime(data, metadata, element) {\n",
              "    // create a DOM node to render to\n",
              "    var toinsert = this.create_output_subarea(\n",
              "    metadata,\n",
              "    CLASS_NAME,\n",
              "    EXEC_MIME_TYPE\n",
              "    );\n",
              "    this.keyboard_manager.register_events(toinsert);\n",
              "    // Render to node\n",
              "    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
              "    render(props, toinsert[0]);\n",
              "    element.append(toinsert);\n",
              "    return toinsert\n",
              "  }\n",
              "\n",
              "  events.on('output_added.OutputArea', handle_add_output);\n",
              "  events.on('output_updated.OutputArea', handle_update_output);\n",
              "  events.on('clear_output.CodeCell', handle_clear_output);\n",
              "  events.on('delete.Cell', handle_clear_output);\n",
              "  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n",
              "\n",
              "  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
              "    safe: true,\n",
              "    index: 0\n",
              "  });\n",
              "}\n",
              "\n",
              "if (window.Jupyter !== undefined) {\n",
              "  try {\n",
              "    var events = require('base/js/events');\n",
              "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
              "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
              "      register_renderer(events, OutputArea);\n",
              "    }\n",
              "  } catch(err) {\n",
              "  }\n",
              "}\n"
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          },
          "metadata": {}
        },
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          "data": {
            "text/html": [
              "<style>*[data-root-id],\n",
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              "  font-size: var(--jp-ui-font-size1);\n",
              "  color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
              "}\n",
              "\n",
              "/* Override VSCode background color */\n",
              ".cell-output-ipywidget-background:has(\n",
              "    > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n",
              "  ),\n",
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              "  background-color: transparent !important;\n",
              "}\n",
              "</style>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {},
          "metadata": {}
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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How can I assist you today with Okta and OAuth developer documentation?&lt;/p&gt;\\n\"}}]}}]}}]}}]]},\"code\":\"\\n    if ('event:button_click'.startsWith('event:')) {\\n      var value = true\\n    } else {\\n      var value = source['event:button_click'];\\n      value = value;\\n    }\\n    if (typeof value !== 'boolean' || source.labels !== ['Loading']) {\\n      value = true\\n    }\\n    var css_classes = target.css_classes.slice()\\n    var loading_css = ['pn-loading', 'pn-arc']\\n    if (value) {\\n      for (var css of loading_css) {\\n        if (!(css in css_classes)) {\\n          css_classes.push(css)\\n        }\\n      }\\n    } else {\\n     for (var css of loading_css) {\\n        var index = css_classes.indexOf(css)\\n        if (index > -1) {\\n          css_classes.splice(index, 1)\\n        }\\n      }\\n    }\\n    target['css_classes'] = css_classes\\n    \"}}]]]},\"subscribed_events\":{\"type\":\"set\",\"entries\":[\"button_click\"]},\"css_classes\":[\"solid\"],\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n  background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n  background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"b7ce84bf-5101-4196-b3e1-1ec965b69008\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"3608019f-d0cd-4732-9e64-824e1b0300c7\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.2.1/dist/css/button.css\"}},{\"id\":\"94025ecf-b337-4f21-9b77-07703301ef55\"},{\"id\":\"e35b8bfa-0bb1-465b-ad47-1b42c956e6c4\"}],\"margin\":[5,10],\"align\":\"start\",\"label\":\"Chat with Oktanaut!\"}}]}},{\"id\":\"23b38f8a-5e4c-4cbe-b008-b40c7b9bed88\"}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"3c558179-a70b-4ebe-ae83-08989fa60f93\",\"attributes\":{\"plot_id\":\"fc6ae44f-82c6-42ef-9979-11342dfc3686\",\"comm_id\":\"f990b1215c54438095053792e839a0ec\",\"client_comm_id\":\"99ea59a6c2ad4e6e8345903ba1a261fe\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n",
              "  var render_items = [{\"docid\":\"d426103f-4356-40e2-8e95-b4423f615d94\",\"roots\":{\"fc6ae44f-82c6-42ef-9979-11342dfc3686\":\"c405bc19-3c06-487d-8a53-f2639094a114\"},\"root_ids\":[\"fc6ae44f-82c6-42ef-9979-11342dfc3686\"]}];\n",
              "  var docs = Object.values(docs_json)\n",
              "  if (!docs) {\n",
              "    return\n",
              "  }\n",
              "  const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
              "  const is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1\n",
              "  function embed_document(root) {\n",
              "    var Bokeh = get_bokeh(root)\n",
              "    Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
              "    for (const render_item of render_items) {\n",
              "      for (const root_id of render_item.root_ids) {\n",
              "\tconst id_el = document.getElementById(root_id)\n",
              "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
              "\t  const root_el = id_el.children[0]\n",
              "\t  root_el.id = root_el.id + '-rendered'\n",
              "\t}\n",
              "      }\n",
              "    }\n",
              "  }\n",
              "  function get_bokeh(root) {\n",
              "    if (root.Bokeh === undefined) {\n",
              "      return null\n",
              "    } else if (root.Bokeh.version !== py_version && !is_dev) {\n",
              "      if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
              "\treturn null\n",
              "      }\n",
              "      return root.Bokeh.versions.get(py_version);\n",
              "    } else if (root.Bokeh.version === py_version) {\n",
              "      return root.Bokeh\n",
              "    }\n",
              "    return null\n",
              "  }\n",
              "  function is_loaded(root) {\n",
              "    var Bokeh = get_bokeh(root)\n",
              "    return (Bokeh != null && Bokeh.Panel !== undefined)\n",
              "  }\n",
              "  if (is_loaded(root)) {\n",
              "    embed_document(root);\n",
              "  } else {\n",
              "    var attempts = 0;\n",
              "    var timer = setInterval(function(root) {\n",
              "      if (is_loaded(root)) {\n",
              "        clearInterval(timer);\n",
              "        embed_document(root);\n",
              "      } else if (document.readyState == \"complete\") {\n",
              "        attempts++;\n",
              "        if (attempts > 200) {\n",
              "          clearInterval(timer);\n",
              "\t  var Bokeh = get_bokeh(root)\n",
              "\t  if (Bokeh == null || Bokeh.Panel == null) {\n",
              "            console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
              "\t  } else {\n",
              "\t    console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
              "\t    embed_document(root)\n",
              "\t  }\n",
              "        }\n",
              "      }\n",
              "    }, 25, root)\n",
              "  }\n",
              "})(window);</script>"
            ],
            "application/vnd.holoviews_exec.v0+json": "",
            "text/plain": [
              "Column\n",
              "    [0] TextInput(placeholder='Enter your questions h...)\n",
              "    [1] Row\n",
              "        [0] Button(name='Chat with Oktanaut!')\n",
              "    [2] ParamFunction(function, _pane=Column, defer_load=False, loading_indicator=True)"
            ]
          },
          "metadata": {
            "application/vnd.holoviews_exec.v0+json": {
              "id": "fc6ae44f-82c6-42ef-9979-11342dfc3686"
            }
          },
          "execution_count": 8
        }
      ],
      "source": [
        "\n",
        "context = [ {'role':'system', 'content':\"\"\"'I am Oktanaut, a helpful chatbot meant to answer your questions about Okta and OAuth developer documentation. I answer questions from Okta developer documentation. How may I help you? (Say \"thank you\" to end the session) \\n'\"\"\"} ]\n",
        "\n",
        "pn.extension()\n",
        "\n",
        "panels = []\n",
        "\n",
        "client_prompt = pn.widgets.TextInput(value=\"Hi\", placeholder='Enter your questions here…')\n",
        "button_conversation = pn.widgets.Button(name=\"Chat with Oktanaut!\")\n",
        "\n",
        "interactive_conversation = pn.bind(add_prompts_conversation, button_conversation)\n",
        "\n",
        "dashboard = pn.Column(\n",
        "    client_prompt,\n",
        "    pn.Row(button_conversation),\n",
        "    pn.panel(interactive_conversation, loading_indicator=True),\n",
        ")\n",
        "\n",
        "dashboard"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "id": "88db4691",
      "metadata": {
        "id": "88db4691"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3 (ipykernel)",
      "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": "3.8.13"
    },
    "colab": {
      "provenance": [],
      "include_colab_link": true
    }
  },
  "nbformat": 4,
  "nbformat_minor": 5
}