Dockerfile

FROM python:3.9

# Install ollama tool
RUN apt-get update && apt-get install -y \
        curl \
    && curl -fsSL https://ollama.com/install.sh | sh \
    && apt-get clean

# Create user
RUN useradd -m -u 1000 user

# Set the working directory
WORKDIR /app

# Install dependencies
COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt

# Copy the rest of the application code
COPY --chown=user . /app

# Pull the model
RUN python -c "import subprocess; subprocess.run(['ollama', 'pull', 'mohamedo/bignova'], check=True)"

# Expose port for FastAPI
EXPOSE 8000

# Start FastAPI app
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]