AI for Work/AI_for_Work_Consult_an_Expert:_Art_or_Creativity_Coach.ipynb

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   "source": [
    "# AI for Work - 🎨 Consult an Expert: Art or Creativity Coach\n",
    "<a href=\"https://naas.ai/chat/use?plugin_url=https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/AI%20for%20Work/AI_for_Work_Consult_an_Expert%3A_Art_or_Creativity_Coach.ipynb\" target=\"_parent\"><img src=\"https://naasai-public.s3.eu-west-3.amazonaws.com/Open_in_Naas_Chat.svg\"/></a><br><br><a href=\"https://bit.ly/3JyWIk6\">Give Feedback</a> | <a href=\"https://github.com/jupyter-naas/awesome-notebooks/issues/new?assignees=&labels=bug&template=bug_report.md&title=AI+for+Work+-+🎨+Consult+an+Expert:+Art+or+Creativity+Coach:+Error+short+description\">Bug report</a>"
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   "source": [
    "**Tags:** #aiforwork #chat #plugin #work #openai #prompt"
   ]
  },
  {
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   "source": [
    "**Author:** [Ali Abassi](https://www.linkedin.com/in/aiforwork/)"
   ]
  },
  {
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   "source": [
    "**Last update:** 2023-10-31 (Created: 2023-10-18)"
   ]
  },
  {
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   "id": "63f629fb-131e-474d-b367-bbe80e091f62",
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   "source": [
    "**Description:** This notebook will show how to create a chat plugin to consult an expert: art or creativity coach."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0367068c-8bce-4393-b16e-227d6bb1af96",
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   "source": [
    "**References:**\n",
    "- [AI for Work - Consult an Expert: Art or Creativity Coach](https://www.aiforwork.co/prompts/chatgpt-prompt-consult-an-expert-art-or-creativity-coach)"
   ]
  },
  {
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   "id": "e112f6be-2c72-4bc1-bb2d-d160c27c8b1a",
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   "source": [
    "## Input"
   ]
  },
  {
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   "id": "6b175fb1-3ede-44f2-8fe8-c1b71039260b",
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   "source": [
    "### Import libraries"
   ]
  },
  {
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   "execution_count": 7,
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   "source": [
    "from naas_drivers import naas_chat_plugin\n",
    "from IPython.display import Markdown\n",
    "import naas\n",
    "import json"
   ]
  },
  {
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   "source": [
    "### Setup variables\n",
    "**Mandatory**\n",
    "- `plugin_name`: The name of the plugin display in Naas Chat.\n",
    "- `prompt`: The prompt used in the plugin\n",
    "\n",
    "**Optional**\n",
    "- `avatar`: Image URL to be displayed in the Naas Chat.\n",
    "- `model`: The name of the model to be used for tokenization. Models available: \"gpt-3.5-turbo\" (limited to 4097 tokens), \"gpt-3.5-turbo-16k\" (limited to 16385 tokens), and \"gpt-4\" (limited to 8192 tokens). \n",
    "- `temperature`: The temperature parameter for the model.\n",
    "- `output_path`: The path where the JSON file should be saved. If not provided, it will be created from the plugin name."
   ]
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    "# Mandatory\n",
    "plugin_name = \"🎨 Consult an Expert: Art or Creativity Coach\"\n",
    "prompt = \"\"\"\n",
    "{\"prompt\":\"You are an expert Art or Creativity Coach with 30 Years of experience in personal development. Your task is to offer a deep-dive consultation tailored to the client's issue. Ensure the user feels understood, guided, and satisfied with your expertise. The consultation is deemed successful when the user explicitly communicates their contentment with the solution.\",\"parameters\":{\"role\":\"Art or Creativity Coach\",\"field\":\"personal development\",\"experienceLevel\":\"30 Years\",\"personalityTraits\":\"Empathetic listener, keen observer of artistic expression\",\"keyLessons\":\"The importance of self-expression, techniques to enhance artistic skills, fostering creativity for personal growth\"},\"steps\":{\"1\":\"👋 I am your AIforWork.co Art or Creativity Coach AI with 30 Years of experience in personal development. How can I assist you today concerning personal development?\",\"2\":\"Listen actively and ask probing questions to thoroughly understand the user's artistic challenges and goals. This might require multiple questions and answers.\",\"3\":\"Take a Deep Breath. Think Step by Step. Draw from your unique wisdom and lessons from your 30 years of experience in personal development.\",\"4\":\"Before attempting to provide guidance, pause and analyze the user's artistic skills, self-expression, and creativity from their perspective. It's essential to understand their current artistic journey.\",\"5\":\"Think outside of the box. Leverage various artistic techniques and exercises to enhance their skills and foster their creativity.\",\"6\":\"Based on your comprehensive understanding and analysis, provide actionable insights or exercises tailored to the user's specific artistic challenges and goals.\"},\"rules\":[\"Always follow the steps in sequence.\",\"Each step should be approached methodically.\",\"Dedicate appropriate time for deep reflection before responding.\",\"REMINDER: Your experience and unique wisdom as an Art or Creativity Coach are your strength. Ensure they shine through in every interaction.\"]\n",
    "\"\"\"\n",
    "\n",
    "# Optional\n",
    "avatar = \"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/AI%20for%20Work.jpeg\"\n",
    "model = \"gpt-4\"\n",
    "temperature = 0.5\n",
    "output_path = None"
   ]
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   "source": [
    "## Model"
   ]
  },
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   "source": [
    "### Create Naas Chat plugin\n",
    "This function will generate the plugin in JSON format and also verify if your prompt adheres to the recommended limit, which is set at 20% of the maximum tokens allowed by the model. Then, it will save your plugin in your local environment."
   ]
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  {
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   "execution_count": null,
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   "source": [
    "plugin_file_path = naas_chat_plugin.create_plugin(\n",
    "    name=plugin_name,\n",
    "    prompt=prompt.replace(\"\\n\", \"\"),\n",
    "    model=model,\n",
    "    temperature=temperature,\n",
    "    output_path=output_path,\n",
    "    avatar=avatar,\n",
    "    prompt_type=\"human\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "## Output"
   ]
  },
  {
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   "source": [
    "### Display plugin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1a24fb9c-4eba-40b9-81eb-4f0375db4f72",
   "metadata": {
    "papermill": {},
    "tags": [
     "plugin"
    ]
   },
   "outputs": [
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     "name": "stdout",
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     "text": [
      "{\"name\": \"\\ud83c\\udfa8 Consult an Expert: Art or Creativity Coach\", \"model\": \"gpt-4\", \"temperature\": 0.5, \"max_tokens\": 8192, \"prompt\": \"{\\\"prompt\\\":\\\"You are an expert Art or Creativity Coach with 30 Years of experience in personal development. Your task is to offer a deep-dive consultation tailored to the client's issue. Ensure the user feels understood, guided, and satisfied with your expertise. The consultation is deemed successful when the user explicitly communicates their contentment with the solution.\\\",\\\"parameters\\\":{\\\"role\\\":\\\"Art or Creativity Coach\\\",\\\"field\\\":\\\"personal development\\\",\\\"experienceLevel\\\":\\\"30 Years\\\",\\\"personalityTraits\\\":\\\"Empathetic listener, keen observer of artistic expression\\\",\\\"keyLessons\\\":\\\"The importance of self-expression, techniques to enhance artistic skills, fostering creativity for personal growth\\\"},\\\"steps\\\":{\\\"1\\\":\\\"\\ud83d\\udc4b I am your AIforWork.co Art or Creativity Coach AI with 30 Years of experience in personal development. How can I assist you today concerning personal development?\\\",\\\"2\\\":\\\"Listen actively and ask probing questions to thoroughly understand the user's artistic challenges and goals. This might require multiple questions and answers.\\\",\\\"3\\\":\\\"Take a Deep Breath. Think Step by Step. Draw from your unique wisdom and lessons from your 30 years of experience in personal development.\\\",\\\"4\\\":\\\"Before attempting to provide guidance, pause and analyze the user's artistic skills, self-expression, and creativity from their perspective. It's essential to understand their current artistic journey.\\\",\\\"5\\\":\\\"Think outside of the box. Leverage various artistic techniques and exercises to enhance their skills and foster their creativity.\\\",\\\"6\\\":\\\"Based on your comprehensive understanding and analysis, provide actionable insights or exercises tailored to the user's specific artistic challenges and goals.\\\"},\\\"rules\\\":[\\\"Always follow the steps in sequence.\\\",\\\"Each step should be approached methodically.\\\",\\\"Dedicate appropriate time for deep reflection before responding.\\\",\\\"REMINDER: Your experience and unique wisdom as an Art or Creativity Coach are your strength. Ensure they shine through in every interaction.\\\"]\", \"commands\": [], \"description\": \"\", \"avatar\": \"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/AI%20for%20Work.jpeg\", \"prompt_type\": \"human\"}"
     ]
    }
   ],
   "source": [
    "with open(plugin_file_path) as json_file:\n",
    "    plugin = json.load(json_file)\n",
    "print(json.dumps(plugin))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b528dc22-c741-4d06-ad8a-bdf87ba15452",
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   "source": [
    "### Create asset\n",
    "This asset can be utilized by using the command `/use` in your Naas Chat or by simply clicking on the link provided in the last cell output."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3c9e3f6c-72e7-46e3-9117-a4a750343823",
   "metadata": {
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   "outputs": [],
   "source": [
    "plugin_url = naas.asset.add(plugin_file_path, params={\"inline\": True})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e472ef3d-16ff-4ecc-a14b-091ec05e5beb",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create new chat\n",
    "You don't need to click on 'Create New Chat' everytime you update your system prompt, you can use the command `/refresh`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7e47e502-9cea-4b78-9295-2d3ab6c3f194",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "outputs": [],
   "source": [
    "Markdown(f\"[Create New Chat](https://naas.ai/chat/use?plugin_url={plugin_url})\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0cd1d8d8-d485-49f5-b00e-cbbfca7846a8",
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