Dockerfile

FROM python:3.10-slim

WORKDIR /app

COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

# Pre-download the model to save time during startup
RUN python -c "from transformers import AutoTokenizer, AutoModel; AutoTokenizer.from_pretrained('l3cube-pune/hing-roberta'); AutoModel.from_pretrained('l3cube-pune/hing-roberta')"

COPY . .

# Create a non-root user and switch to it, a requirement for Hugging Face Spaces
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]