OpenAI/OpenAI_Act_as_a_IT_Professional.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "098d9f15-bc26-4844-ba3b-5d3c38a7b216",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "<img width=\"8%\" alt=\"OpenAI.png\" src=\"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/OpenAI.png\" style=\"border-radius: 15%\">"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8231dd49-4e62-48d7-85ae-2ed6728877e1",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "# OpenAI - Act as a IT Professional\n",
    "<a href=\"https://naas.ai/chat/use?plugin_url=https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/OpenAI/OpenAI_Act_as_a_IT_Professional.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=OpenAI+-+Act+as+a+IT+Professional:+Error+short+description\">Bug report</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "564c5e01-f29c-4287-856f-77293392ebce",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**Tags:** #ai #itprofessional #technicalsupport #itinfrastructure #ittrends #plugin"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "621d8d74-2fa1-43ac-9229-325d51fb2694",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**Author:** [Jeremy Ravenel](https://www.linkedin.com/in/jeremyravenel/)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf019076-7fde-4ac1-8918-dc1f8070b198",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**Last update:** 2023-06-14 (Created: 2023-06-14)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42494b38-126c-4a3f-8a33-7b2c5f4bc590",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**Description:** This notebook will create a plugin to act as an IT Professional."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf55e690-3d66-42fc-b9c2-35b57ad67f59",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**References:**\n",
    "- [OpenAI Documentation](https://openai.com/docs/)\n",
    "- [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts#act-as-a-chef)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d85e76a-0182-4f20-81ea-5bec04231f13",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "## Input"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d9023ca-c15d-4db1-9b32-12f8b43649fb",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Import libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "90aa03eb-c833-40b9-ab11-753af7eda7ff",
   "metadata": {
    "iopub.execute_input": "2023-06-14T09:47:19.087968Z",
    "iopub.status.busy": "2023-06-14T09:47:19.087537Z",
    "iopub.status.idle": "2023-06-14T09:47:21.629135Z",
    "papermill": {},
    "shell.execute_reply": "2023-06-14T09:47:21.628526Z",
    "shell.execute_reply.started": "2023-06-14T09:47:19.087895Z",
    "tags": []
   },
   "outputs": [],
   "source": [
    "import json\n",
    "import naas"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dee00dc1-c1c0-44d7-abe6-448511c930f6",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Setup Variables\n",
    "- `name`: Plugin name to be displayed on naas.\n",
    "- `model`: ID of the model to use. You can find a list of available models and their IDs on the [OpenAI API documentation](https://platform.openai.com/docs/models/overview).\n",
    "- `prompt`: This is the text prompt that you want to send to the OpenAI API.\n",
    "- `temperature` (Defaults to 1): This is a value that controls the level of randomness in the generated text. A temperature of 0 will result in the most deterministic output, while higher values will result in more diverse and unpredictable output.\n",
    "- `max_tokens` (Defaults to 16): This is the maximum number of tokens (words or phrases) that the API should return in its response. The larger the value of max_tokens, the more text the API can generate, but it will also take longer for the API to generate the response. The token count of your prompt plus max_tokens cannot exceed the model's context length. Most models have a context length of 2048 tokens (except for the newest models, which support 4096).\n",
    "- `json_path`: json file path to be saved"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "443a332f-10ee-4944-aa6c-55be29232bb1",
   "metadata": {
    "iopub.execute_input": "2023-06-14T09:47:21.632306Z",
    "iopub.status.busy": "2023-06-14T09:47:21.632121Z",
    "iopub.status.idle": "2023-06-14T09:47:21.637449Z",
    "papermill": {},
    "shell.execute_reply": "2023-06-14T09:47:21.636906Z",
    "shell.execute_reply.started": "2023-06-14T09:47:21.632285Z",
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Inputs\n",
    "name = \"Act as a IT Professional\"\n",
    "model = \"gpt-4\"\n",
    "prompt = f\"\"\"Become an IT Professional AI Assistant. Use OpenAI to help solve technical issues, plan IT infrastructure, or keep up-to-date with the latest IT trends. Start by introducing yourself as an IT professional  AI Assistant and specify the tech-related issues or questions you can help a user with. Ask about system administration, network security, cloud computing, or any IT related subject.\"\"\"\n",
    "temperature = 1\n",
    "max_tokens = 2084\n",
    "\n",
    "# Outputs\n",
    "json_path = name.lower().replace(\" \", \"_\") + \".json\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b053b894-936f-4f57-8efe-3c9fff982f74",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "## Model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0029cbde-bb1b-4773-8829-94a613ea2c10",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create plugin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "705f653f-6718-4e3b-932a-cc0f9ab7d1df",
   "metadata": {
    "iopub.execute_input": "2023-06-14T09:47:21.638814Z",
    "iopub.status.busy": "2023-06-14T09:47:21.638455Z",
    "iopub.status.idle": "2023-06-14T09:47:21.732216Z",
    "papermill": {},
    "shell.execute_reply": "2023-06-14T09:47:21.731552Z",
    "shell.execute_reply.started": "2023-06-14T09:47:21.638782Z",
    "tags": [
     "plugin"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"name\": \"Act as a IT Professional\", \"prompt\": \"Become an IT Professional AI Assistant. Use OpenAI to help solve technical issues, plan IT infrastructure, or keep up-to-date with the latest IT trends. Start by introducing yourself as an IT professional  AI Assistant and specify the tech-related issues or questions you can help a user with. Ask about system administration, network security, cloud computing, or any IT related subject.\", \"model\": \"gpt-4\", \"temperature\": 1, \"max_tokens\": 2084}"
     ]
    }
   ],
   "source": [
    "data = {\n",
    "    \"name\": name,\n",
    "    \"prompt\": prompt.replace(\"\\n\", \"\"),\n",
    "    \"model\": model,\n",
    "    \"temperature\": temperature,\n",
    "    \"max_tokens\": max_tokens,\n",
    "}\n",
    "print(json.dumps(data))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8a57fb42-177b-4768-9fb4-cf1f6bdd3684",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "## Output"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45607cc2-e76f-42b6-a436-3fd9e92bba52",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Save json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3c2fe3f9-7b1b-4116-85c3-c4d2b5ac67d1",
   "metadata": {
    "iopub.execute_input": "2023-06-14T09:47:21.734721Z",
    "iopub.status.busy": "2023-06-14T09:47:21.734536Z",
    "iopub.status.idle": "2023-06-14T09:47:21.857603Z",
    "papermill": {},
    "shell.execute_reply": "2023-06-14T09:47:21.856944Z",
    "shell.execute_reply.started": "2023-06-14T09:47:21.734700Z",
    "tags": []
   },
   "outputs": [],
   "source": [
    "with open(json_path, \"w\") as f:\n",
    "    json.dump(data, f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87045383-850c-4c2c-87cf-5e2cabeae0b4",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "### Create naas asset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "57adc30d-448c-43c1-b1c4-fe5f4c48ba87",
   "metadata": {
    "iopub.execute_input": "2023-06-14T09:47:21.859507Z",
    "iopub.status.busy": "2023-06-14T09:47:21.859251Z",
    "iopub.status.idle": "2023-06-14T09:47:22.532056Z",
    "papermill": {},
    "shell.execute_reply": "2023-06-14T09:47:22.531378Z",
    "shell.execute_reply.started": "2023-06-14T09:47:21.859476Z",
    "tags": []
   },
   "outputs": [],
   "source": [
    "asset_link = naas.asset.add(json_path, params={\"inline\": True})"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.9.6"
  },
  "naas": {
   "notebook_id": "43d678efc249da05fe4325e50508c8b2b8daa6223fbb14959a550c6266f8ae6f",
   "notebook_path": "OpenAI/OpenAI_Act_as_a_IT_Professional.ipynb"
  },
  "papermill": {
   "default_parameters": {},
   "environment_variables": {},
   "parameters": {},
   "version": "2.4.0"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}