nutriguide

🍏 NutriGuide API

🔗 Nutrition guide API documentation link

🔗 Docker Hub image and user guide

NutriGuide is a lightweight nutrition and health assistant powered by LLMs.
It provides personalized food recommendations based on a user’s health status and nutrition values of products.
The project is built with FastAPI and can be deployed using Docker.

---

✨ Features

• Set health profile (dietary conditions, goals, etc.)
• Register food products with nutrition values
• Query the assistant for personalized nutrition guidance
• REST API powered by FastAPI (/docs for Swagger UI)
• Containerized deployment with Docker

---

📂 Code Structure

nutriguide/
├── utils.py       # JSONL helpers + LLM class (Groq API wrapper)
├── main.py        # FastAPI app with endpoints
├── Dockerfile     # Container configuration
├── requirements.txt
└── README.md

---

🚀 Usage Notes

1. Uses Groq API with meta-llama/llama-4-scout-17b-16e-instruct model
2. Conversation history is maintained in-session
3. Designed for concise nutrition suggestions only

---

📈 Future Prospects

---

🤝 Contributing

Contributions are welcome! Please fork the repository and submit a pull request for any enhancements or bug fixes. For more details and updates, visit the GitHub Repository.

This site is open source. Improve this page.