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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.