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{ |
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"cells": [ |
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{ |
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"cell_type": "markdown", |
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"id": "44aba2a0-c6eb-4fc1-a5cc-0a8f8679dbb8", |
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"metadata": {}, |
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"source": [ |
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"## Michelin-star cook..." |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"id": "d4d58124-5e9a-4f5a-9e0a-ff74f43896a8", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"# imports\n", |
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"\n", |
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"import os\n", |
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"import requests\n", |
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"from dotenv import load_dotenv\n", |
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"from bs4 import BeautifulSoup\n", |
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"from IPython.display import Markdown, display\n", |
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"from openai import OpenAI\n", |
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"\n", |
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"# Load environment variables in a file called .env\n", |
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"\n", |
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"load_dotenv(override=True)\n", |
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"api_key = os.getenv('OPENAI_API_KEY')\n", |
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"\n", |
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"openai = OpenAI()" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"id": "67dc3099-2ccc-4ee8-8ff2-0dbbe4ae2fcb", |
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"metadata": {}, |
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"outputs": [], |
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"source": [ |
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"system_prompt = \"You are a professional chef in a Michelin-star restaurant. You will help me cook restaurant-style dishes using the ingredients I have left in my refrigerator.\\\n", |
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"You will provide detailed instructions with precise times and measurements in grams and include calorie information for raw ingredients, not cooked ones.\\\n", |
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"Add the caloric information at the end. Your responses should be formatted in Markdown.\"\n", |
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"\n", |
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"user_prompt = \"\"\"\n", |
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"Help me with a recipe using the ingredients I have left in the refrigerator. I have spinach, eggs, pasta, rice, chicken, beef, carrots, potatoes, butter, milk, cheese, tomatoes, red peppers, and all spices in the pantry.\\n\\n\n", |
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"\"\"\"\n", |
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"\n", |
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"messages = [\n", |
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" {\"role\": \"system\", \"content\": system_prompt},\n", |
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" {\"role\": \"user\", \"content\": user_prompt},\n", |
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"]\n", |
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" \n", |
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"response = openai.chat.completions.create(\n", |
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" model = \"gpt-4o-mini\",\n", |
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" messages = messages\n", |
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" )\n", |
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"\n", |
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"# Step 4: print the result in markdown format\n", |
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"pretty_response = Markdown(response.choices[0].message.content)\n", |
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"display(pretty_response)" |
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] |
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} |
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], |
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"metadata": { |
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"kernelspec": { |
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"display_name": "Python 3 (ipykernel)", |
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"language": "python", |
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"name": "python3" |
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}, |
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"language_info": { |
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"codemirror_mode": { |
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"name": "ipython", |
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"version": 3 |
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}, |
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"file_extension": ".py", |
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"mimetype": "text/x-python", |
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"name": "python", |
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"nbconvert_exporter": "python", |
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"pygments_lexer": "ipython3", |
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"version": "3.11.11" |
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} |
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}, |
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"nbformat": 4, |
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"nbformat_minor": 5 |
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} |
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