Added my contributions to community-contributions.

Add notebook for summarizing email content and generating short subject lines
This commit is contained in:
mansoorceksport
2025-10-20 12:07:19 +07:00
parent 57a14bb397
commit 81f3650b9e

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{
"cells": [
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-10-20T05:05:46.954114Z",
"start_time": "2025-10-20T05:05:46.950176Z"
}
},
"cell_type": "code",
"source": [
"import os\n",
"from dotenv import load_dotenv\n",
"from openai import OpenAI"
],
"id": "993f30e559b1715e",
"outputs": [],
"execution_count": 9
},
{
"metadata": {
"ExecuteTime": {
"end_time": "2025-10-20T05:05:48.567377Z",
"start_time": "2025-10-20T05:05:48.562083Z"
}
},
"cell_type": "code",
"source": [
"load_dotenv(override=True)\n",
"api_key = os.getenv('OPENAI_API_KEY')\n",
"\n",
"# Check the key\n",
"\n",
"if not api_key:\n",
" print(\"No API key was found - please head over to the troubleshooting notebook in this folder to identify & fix!\")\n",
"elif not api_key.startswith(\"sk-proj-\"):\n",
" print(\"An API key was found, but it doesn't start sk-proj-; please check you're using the right key - see troubleshooting notebook\")\n",
"elif api_key.strip() != api_key:\n",
" print(\"An API key was found, but it looks like it might have space or tab characters at the start or end - please remove them - see troubleshooting notebook\")\n",
"else:\n",
" print(\"API key found and looks good so far!\")"
],
"id": "25f968a445988d63",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"API key found and looks good so far!\n"
]
}
],
"execution_count": 10
},
{
"metadata": {
"collapsed": true,
"ExecuteTime": {
"end_time": "2025-10-20T05:06:30.515611Z",
"start_time": "2025-10-20T05:06:28.389634Z"
}
},
"cell_type": "code",
"source": [
"openai = OpenAI()\n",
"\n",
"# Step 1: Create your prompts\n",
"\n",
"system_prompt = \"summarize the contents of the email and suggest a short subject line for the email\"\n",
"user_prompt = \"\"\"\n",
" Summarize the contents of the email and suggest a short subject line for the email.\n",
" Dear Alice,\n",
" I'm writing to you to tell you that I'm very happy to meet you.\n",
" I hope you're doing well.\n",
" I'm going to tell you a story.\n",
"\n",
" The story is about a boy who is a young boy. The skin color of the boy is green and he makes a lot of noise.\n",
" He is very clever and has a lot of friends.\n",
" He is very smart and has a lot of money.\n",
" He is very clever and has a lot of friends.\n",
" He is very smart and has a lot of money.\n",
"\n",
" The story ends here.\n",
"\n",
" Regards,\n",
" Bob\n",
"\"\"\"\n",
"\n",
"# Step 2: Make the messages list\n",
"\n",
"messages = [\n",
" {\"role\": \"system\", \"content\": system_prompt},\n",
" {\"role\": \"user\", \"content\": user_prompt}\n",
"] # fill this in\n",
"\n",
"# Step 3: Call OpenAI\n",
"response = openai.chat.completions.create(model=\"gpt-4.1-mini\", messages=messages)\n",
"\n",
"# Step 4: print the result\n",
"print(response.choices[0].message.content)\n"
],
"id": "b98e0b22e9087445",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summary: Bob writes to Alice expressing happiness about meeting her and shares a brief story about a clever, green-skinned boy who is noisy, smart, wealthy, and popular.\n",
"\n",
"Suggested subject line: \"Happy to Meet You & A Short Story\"\n"
]
}
],
"execution_count": 12
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}