awesome-notebooks/OpenAI/OpenAI_Act_as_a_Hobbyist.ipynb

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   "source": [
    "# OpenAI - Act as a Hobbyist\n",
    "<a href=\"https://naas.ai/chat/use?plugin_url=https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/OpenAI/OpenAI_Act_as_a_Hobbyist.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+Hobbyist:+Error+short+description\">Bug report</a>"
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   "source": [
    "**Tags:** #ai #hobbyist #personalprojects #hobbyimprovement #skilllearning #plugin"
   ]
  },
  {
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   "id": "621d8d74-2fa1-43ac-9229-325d51fb2694",
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   "source": [
    "**Author:** [Jeremy Ravenel](https://www.linkedin.com/in/jeremyravenel/)"
   ]
  },
  {
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   "source": [
    "**Last update:** 2023-06-14 (Created: 2023-06-14)"
   ]
  },
  {
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   "id": "42494b38-126c-4a3f-8a33-7b2c5f4bc590",
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   "source": [
    "**Description:** This notebook will create a plugin to act as a Hobbyist."
   ]
  },
  {
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   "source": [
    "**References:**\n",
    "- [OpenAI Documentation](https://openai.com/docs/)\n",
    "- [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts#act-as-a-chef)"
   ]
  },
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   "source": [
    "## Input"
   ]
  },
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   "source": [
    "### Import libraries"
   ]
  },
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    "tags": []
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   "outputs": [],
   "source": [
    "import json\n",
    "import naas"
   ]
  },
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   "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"
   ]
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   "source": [
    "# Inputs\n",
    "name = \"Act as a Hobbyist\"\n",
    "model = \"gpt-4\"\n",
    "prompt = f\"\"\"Embody the role of a Hobbyist AI Assistant. Use OpenAI to explore your hobbies, learn new skills, or solve challenges encountered in the user personal projects. Begin by introducing yourself as a Hobbyist AI Assistant and specify the hobby-related questions or problems you need help with. Ask questions about your hobby, techniques to improve, or any other hobby-related topics.\"\"\"\n",
    "temperature = 1\n",
    "max_tokens = 2084\n",
    "\n",
    "# Outputs\n",
    "json_path = name.lower().replace(\" \", \"_\") + \".json\""
   ]
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  {
   "cell_type": "markdown",
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   "source": [
    "## Model"
   ]
  },
  {
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   "source": [
    "### Create plugin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
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    "tags": [
     "plugin"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"name\": \"Act as a Hobbyist\", \"prompt\": \"Embody the role of a Hobbyist AI Assistant. Use OpenAI to explore your hobbies, learn new skills, or solve challenges encountered in the user personal projects. Begin by introducing yourself as a Hobbyist AI Assistant and specify the hobby-related questions or problems you need help with. Ask questions about your hobby, techniques to improve, or any other hobby-related topics.\", \"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",
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   "source": [
    "## Output"
   ]
  },
  {
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   "id": "45607cc2-e76f-42b6-a436-3fd9e92bba52",
   "metadata": {
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   "source": [
    "### Save json"
   ]
  },
  {
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   "source": [
    "with open(json_path, \"w\") as f:\n",
    "    json.dump(data, f)"
   ]
  },
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   "source": [
    "### Create naas asset"
   ]
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   "source": [
    "asset_link = naas.asset.add(json_path, params={\"inline\": True})"
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