awesome-notebooks/OpenAI/OpenAI_Write_a_social_media_post.ipynb

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    "<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%\">"
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   "source": [
    "# OpenAI - Write a social media post\n",
    "<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+-+Write+a+social+media+post:+Error+short+description\">Bug report</a>"
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   "source": [
    "**Tags:** #openai #socialmedia #post #prompt #tone #platform"
   ]
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   "source": [
    "**Author:** [Florent Ravenel](https://www.linkedin.com/in/florent-ravenel/)"
   ]
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   "source": [
    "**Last update:** 2023-04-12 (Created: 2023-02-24)"
   ]
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   "source": [
    "**Description:** This notebook will create a prompt to write a social media post and be able to set the topic, the tone and the platform."
   ]
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   "source": [
    "**References:**\n",
    "- [OpenAI](https://openai.com/)\n",
    "- [Social Media Post](https://en.wikipedia.org/wiki/Social_media_post)"
   ]
  },
  {
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   "source": [
    "## Input"
   ]
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   "source": [
    "### Import libraries"
   ]
  },
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   "source": [
    "try:\n",
    "    import openai\n",
    "except:\n",
    "    !pip install openai --user\n",
    "    import openai\n",
    "import naas"
   ]
  },
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   "source": [
    "### Setup Variables\n",
    "- `api_key`: OpenAI API key, to obtain an OpenAI API key, please refer to the [OpenAI Documentation](https://openai.com/docs/).\n",
    "- `topic`: the topic of the blog post\n",
    "- `tone`: the tone of the blog post\n",
    "- `platform`: social media platform to publish your post on\n",
    "\n",
    "\n",
    "<u>About \"tone\"</u>\n",
    "\n",
    "Here are some different tones you can use for a blog post:\n",
    "- Formal: Use proper language, professional terms, and formal sentence structures. This tone is best used for academic or business-related blog posts.\n",
    "- Informative: Stick to facts and provide helpful information. Avoid adding your opinion and present the content in a straightforward and objective manner.\n",
    "- Conversational: Write as if you're talking to a friend. Use casual language, contractions, and personal anecdotes. This tone is best suited for lifestyle or personal blogs.\n",
    "- Inspirational: Write in a way that motivates and encourages readers. Use positive language, inspiring stories, and uplifting messages.\n",
    "- Humorous: Add some humor and make readers laugh. Use witty remarks, funny anecdotes, and sarcastic comments to engage readers.\n",
    "- Persuasive: Try to persuade readers to take action or change their mind about a topic. Use strong arguments, statistics, and emotional appeals to convince readers.\n",
    "- Opinionated: Share your personal opinion on a topic. Use strong language, personal experiences, and bold statements to express your views.\n",
    "- Educational: Teach readers something new. Use step-by-step instructions, infographics, and helpful tips to educate readers on a topic.\n",
    "- Critical: Analyze a topic critically and provide a detailed analysis. Use logic, reasoning, and evidence to support your arguments.\n",
    "- Empathetic: Write in a way that connects with readers on an emotional level. Use empathy, compassion, and understanding to create a sense of community and support.\n",
    "\n",
    "<u>About \"social media platforms\"</u>\n",
    "\n",
    "Here's a list of social media platforms where you can write articles:\n",
    "- LinkedIn: LinkedIn is a professional social media platform where you can publish articles on industry-related topics. It's a great place to establish yourself as a thought leader and connect with other professionals in your field.\n",
    "- Facebook Notes: Facebook Notes is a feature on Facebook that allows users to write long-form posts and publish them to their profile or page. It's a great way to share personal stories or thoughts with your friends and followers.\n",
    "- Twitter Threads: Twitter Threads are a series of connected tweets that can be used to share longer thoughts or stories. It's a great way to break up longer articles into bite-sized pieces and share them with your Twitter followers.\n",
    "- Instagram Stories: Instagram Stories are a feature on Instagram that allows users to share short videos or images that disappear after 24 hours. It can be a great way to share personal stories or behind-the-scenes glimpses into your life or business.\n",
    "- Reddit: Reddit is a social news aggregation and discussion platform where users can post articles, stories, and links to other websites. It's a great platform for niche communities and can be a good place to share your writing with like-minded individuals."
   ]
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   "source": [
    "# Inputs\n",
    "api_key = naas.secret.get(name=\"OPENAI_API_KEY\") or \"ENTER_YOUR_OPENAI_API_KEY\"\n",
    "topic = \"The benefits of meditation\"\n",
    "tone = \"Provocative\"\n",
    "platform = \"Twitter\"\n",
    "prompt = f\"Write a {tone.lower()} social media post about '{topic}' for {platform}.\"\n",
    "\n",
    "# Outputs\n",
    "file_path = f\"Social_Media_Post_{topic.replace(' ', '_')}_{tone}_on_{platform}_characters.txt\""
   ]
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   "id": "e256e42f-c499-4b36-a0a5-cddb017c31c0",
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   "source": [
    "## Model"
   ]
  },
  {
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   "metadata": {
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   },
   "source": [
    "### Send requests to OpenAI API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "804ec893-6bb3-4ef7-9316-fe62dcc89e5e",
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   "source": [
    "openai.api_key = api_key\n",
    "response = openai.Completion.create(\n",
    "    engine=\"text-davinci-003\",\n",
    "    prompt=prompt,\n",
    "    max_tokens=2084,\n",
    "    temperature=0.7,\n",
    "    top_p=0.9\n",
    ")"
   ]
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   "source": [
    "### Get text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "aab37c9a-f7e3-472b-9962-51498e4c8bd8",
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   "outputs": [],
   "source": [
    "text = response['choices'][0]['text']\n",
    "print(text)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0d09764b-4788-4e5c-b355-5bcb7aec2e91",
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   "source": [
    "## Output"
   ]
  },
  {
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   "metadata": {
    "papermill": {},
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   },
   "source": [
    "### Save text to txt file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c7ed5e66-d833-4823-808f-2cff3982e6a8",
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   "outputs": [],
   "source": [
    "text_file = open(file_path, \"w\")\n",
    "text_file.write(text)\n",
    "text_file.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "545114af-6a0d-4045-bf02-f8717cb4a94f",
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   "source": [
    " "
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