Dockerfile

FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHONDONTWRITEBYTECODE=1
ENV PYTHONUNBUFFERED=1

# Install Python and dependencies
RUN apt-get update && apt-get install -y \
    python3 python3-pip ffmpeg curl git wget sudo \
    && rm -rf /var/lib/apt/lists/*

# Create a non-root user
RUN useradd -ms /bin/bash ollama
USER ollama
WORKDIR /home/ollama

# Set up Python
RUN ln -s /usr/bin/python3 /usr/bin/python
RUN pip install --upgrade pip

# Install Ollama (under user home, not root)
RUN curl -fsSL https://ollama.com/install.sh | sh

# Set up app directory under user space
WORKDIR /home/ollama/app
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY . .

# Download Hugging Face interface file
RUN wget -O src/custome_interface.py https://huggingface.co/Jzuluaga/accent-id-commonaccent_xlsr-en-english/resolve/main/custom_interface.py

# Expose port for Streamlit
EXPOSE 8501

# Start Ollama and the app
CMD bash -c "ollama serve & sleep 5 && ollama pull gemma3 && streamlit run streamlit_app.py --server.port=8501 --server.address=0.0.0.0"