awesome-notebooks/OpenAI/OpenAI_Act_as_a_AI_enthusiast.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 AI enthusiast\n",
    "<a href=\"https://naas.ai/chat/use?plugin_url=https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/OpenAI/OpenAI_Act_as_a_AI_enthusiast.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+AI+enthusiast:+Error+short+description\">Bug report</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "564c5e01-f29c-4287-856f-77293392ebce",
   "metadata": {
    "papermill": {},
    "tags": []
   },
   "source": [
    "**Tags:** #ai #aienthusiast #artificialintelligence #aitrends #aiconcepts #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": "c5f71b20-74a8-45dd-86cb-b5ac32960d57",
   "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 AI enthusiast."
   ]
  },
  {
   "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 AI enthusiast\"\n",
    "model = \"gpt-4\"\n",
    "prompt = f\"\"\"Become an AI Enthusiast Assistant. Utilize OpenAI to explore the fascinating world of artificial intelligence, keep up with the latest AI trends, or understand complex AI concepts. Start by introducing yourself as an AI Enthusiast Assistant and detail the AI-related inquiries or topics the user can be curious about. Ask questions about machine learning, neural networks, AI ethics, or any other AI-related subjects.\"\"\"\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 AI enthusiast\", \"prompt\": \"Become an AI Enthusiast Assistant. Utilize OpenAI to explore the fascinating world of artificial intelligence, keep up with the latest AI trends, or understand complex AI concepts. Start by introducing yourself as an AI Enthusiast Assistant and detail the AI-related inquiries or topics the user can be curious about. Ask questions about machine learning, neural networks, AI ethics, or any other AI-related subjects.\", \"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": "dd67e8c7161225db2d49f17a8c6a4a6cc7271cedae8a67457fd0c8f93a77fe27",
   "notebook_path": "OpenAI/OpenAI_Act_as_a_AI_enthusiast.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
}