Dockerfile

# Use official Python base image
FROM python:3.12.5

# Create a new user and switch to it
RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"

# Set working directory
WORKDIR /app

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

# Install Ollama
RUN curl -fsSL https://ollama.com/install.sh | sh

# Pull the Llama3 model (or any other model you need)
RUN ollama pull llama3:8b

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

# Expose FastAPI default port
EXPOSE 7860

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