✨✍️Nobelize

AI-powered writing evaluation and refinement service — “Nobelize.”

• “Nobel (Nobel Prize in Literature) + Realize (to bring into reality)”
• A writing enhancement system built using AI models and a Docker/Kubernetes-based cloud infrastructure.

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Project Structure

Nobelize_cloud/
├── main.py                  # FastAPI server entry point
├── utils.py                 # FAISS and OpenAI utility functions
├── embeddings/              # Stored FAISS index
│   └── faiss_index3.index
├── data/                    # PDF storage directory
│   └── example.pdf          # Sample test PDF
├── requirements.txt         # Package dependencies
├── .env                     # Environment variables (OpenAI API Key)
└── .gitignore               # Files to ignore (e.g., .env)

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1. Python Virtual Environment

1. Create a virtual environment:

   python -m venv venv

2. Activate the virtual environment:

   Windows (CMD):

   venv\Scripts\activate

   Windows (PowerShell):

   .\venv\Scripts\activate

   Linux / macOS:

   source venv/bin/activate

3. Deactivate:

   deactivate

2. Install Dependencies

pip install -r requirements.txt

3. Run the Server

.\venv\Scripts\activate
uvicorn main:app --reload

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2024 Cloud System Team Project