Dockerfile

# Use an official Python image with CUDA support if using GPU
FROM nvidia/cuda:12.1.1-devel-ubuntu22.04

# Set working directory
WORKDIR /app

# Install dependencies
RUN apt-get update && apt-get install -y \
    python3-pip \
    && rm -rf /var/lib/apt/lists/*

ENV TRANSFORMERS_CACHE=/app/cache
RUN mkdir -p /app/cache && chmod -R 777 /app/cache

# Copy the required files
COPY requirements.txt requirements.txt
COPY app.py app.py

# Install Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Expose port for FastAPI
EXPOSE 7860

# Run the application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]