End to End Nutritionist Gen AI App

• In this project I have built an app that calculates the total calories from a food image provided and tell whether it's good to eat the food or not.

NOTICE!!

• Due to Deprecation of Gemini 1.0 Pro Vision from Google AI for Developers I've changed the model to gemini-1.5-flash. And at the moment this model can't analyse images.But, you can have a look at the implementation code.

DEMO

• You can try the project live here

Libraries Used

• streamlit
• google-generativeai
• python-dotenv
• langchain
• PyPDF2
• chromadb
• pdf2image
• faiss-cpu
• langchain_google_genai

Installation

1. Prerequisites
   • Git
   • Command line familiarity
2. Clone the Repository: git clone https://github.com/NebeyouMusie/End-to-End-Nutritionist-Gen-AI-App.git
3. Create and Activate Virtual Environment (Recommended)
   • python -m venv venv
   • source venv/bin/activate for Mac and venv/bin/activate for Windows
4. Navigate to the projects directory cd ./End-to-End-Nutritionist-Gen-AI-App using your terminal
5. Install Libraries: pip install -r requirements.txt
6. run streamlit run app/app.py
7. open the link displayed in the terminal on your preferred browser

Collaboration

• Collaborations are welcomed ❤️

Acknowledgments

• I would like to thank Krish Naik

Contact

• LinkedIn: Nebeyou Musie
• Gmail: [email protected]
• Telegram: Nebeyou Musie