FROM python:3.10 as base

# Set model
ENV MODEL=matrixportal/Llama-3.1-8B-Instruct-GGUF
ENV QUANT=q4_0
ENV CHAT_TEMPLATE=llama-3

# Set the working directory
WORKDIR /app

# Install Python requirements
COPY ./requirements.txt /app/
RUN pip install --no-cache-dir --upgrade -r requirements.txt

# Download model
RUN MODEL_NAME_FILE=$(echo ${MODEL#*/} | sed 's/-GGUF$//') && \
    wget https://huggingface.co/matrixportal/Llama-3.1-8B-Instruct-GGUF/resolve/main/llama-3.1-8b-instruct-q4_0.gguf -O model.gguf
    
# Copy the rest of your application
COPY . .

# Command to run the application
CMD ["python", "app.py"]