Open Source Project: FoodE Meal Planner Algorithm

meal_generator.py

Overview

meal_generator.py is a Python script designed for generating personalized meal suggestions. It uses OpenAI's GPT-4 for intelligent meal planning, interfaces with MongoDB for data management, and sends notifications to Microsoft Teams.

Key Features

• Environment Variable Loading: Safely loads credentials and URLs from a .env file.
• MongoDB Integration: Utilizes MongoDB for storing user data, meal suggestions, and logs.
• OpenAI API: Leverages the capabilities of GPT-4 for generating creative and personalized meal suggestions.
• Custom Logging: Implements a custom logger that stores logs in MongoDB.
• Teams Notifications: Sends formatted meal suggestions to a specified Microsoft Teams channel.

Configuration

• Ensure MongoDB and OpenAI API keys are set in the .env file.
• Define health, diet, and caution labels to filter meal suggestions based on user preferences.

Usage

1. Set environment variables in .env.
2. Run python meal_generator.py.
3. Meal suggestions are generated and stored in MongoDB, and notifications are sent to Microsoft Teams.

Dependencies

• Python 3.x
• pymongo
• openai
• requests
• python-dotenv
• json
• logging
• datetime

Contribution

Contributions are welcome. Please fork the repository and submit pull requests with any enhancements.