104 lines
2.5 KiB
Plaintext
104 lines
2.5 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "d7a6bb51",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# import library\n",
|
|
"from openai import OpenAI\n",
|
|
"import os\n",
|
|
"from dotenv import load_dotenv\n",
|
|
"\n",
|
|
"# Load your API key from an .env file\n",
|
|
"load_dotenv(override=True)\n",
|
|
"api_key = os.getenv('OPENAI_API_KEY')\n",
|
|
"openai = OpenAI()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "7ac4cdf9",
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "plaintext"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Step 1: Create your prompts\n",
|
|
"system_prompt = \"you are a helpful assistant that suggests an appropriate short subject line for an email based on its contents.\"\n",
|
|
"\n",
|
|
"user_prompt = \"\"\"\n",
|
|
"Hi John,\n",
|
|
"I hope this email finds you well. I wanted to follow up on our meeting last week regarding the quarterly budget proposal.\n",
|
|
"After reviewing the numbers with my team, we've identified some areas where we can reduce costs by approximately 15% without impacting our core operations. This would involve consolidating some vendor contracts and optimizing our software licensing.\n",
|
|
"Could we schedule a meeting next week to discuss these findings in detail? I'm available Tuesday through Thursday afternoon.\n",
|
|
"Looking forward to hearing from you.\n",
|
|
"\n",
|
|
"Best regards,\n",
|
|
"Sarah\n",
|
|
"\"\"\""
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "a77ca09e",
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "plaintext"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Step 2: Make the messages list\n",
|
|
"messages = [\n",
|
|
" {\"role\": \"system\", \"content\": system_prompt},\n",
|
|
" {\"role\": \"user\", \"content\": user_prompt}\n",
|
|
"]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "8404f0fe",
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "plaintext"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Step 3: Call OpenAI\n",
|
|
"response = openai.chat.completions.create(model=\"gpt-4o-mini\", messages=messages)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "7a4875f7",
|
|
"metadata": {
|
|
"vscode": {
|
|
"languageId": "plaintext"
|
|
}
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Step 4: Print the result\n",
|
|
"print(response.choices[0].message.content)"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"language_info": {
|
|
"name": "python"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|