FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04 AS llama_builder

ARG DEBIAN_FRONTEND=noninteractive

RUN apt-get update && apt-get install --no-install-recommends -y \
  build-essential \
  python3-pip \
  && apt-get clean && rm -rf /var/lib/apt/lists/*

RUN python -m venv /opt/venv
ENV PATH=/opt/venv/bin:$PATH \
    NVIDIA_VISIBLE_DEVICES=all \
    NVIDIA_DRIVER_CAPABILITIES=compute,utility

RUN CMAKE_ARGS="-DLLAMA_CUDA=on" pip3 install --no-cache-dir llama-cpp-python

FROM nvcr.io/nvidia/pytorch:23.10-py3 AS dep_builder

RUN apt-get update && apt-get install --no-install-recommends -y \
  python3-pip \
  && apt-get clean && rm -rf /var/lib/apt/lists/*

RUN python -m venv /opt/venv
ENV PATH=/opt/venv/bin:$PATH \
    NVIDIA_VISIBLE_DEVICES=all \
    NVIDIA_DRIVER_CAPABILITIES=compute,utility
    
RUN pip3 install --no-cache-dir fastembed-gpu

FROM bitnami/minideb:bookworm

RUN apt-get update && apt-get install --no-install-recommends -y \
  curl \
  build-essential \
  ffmpeg \
  libsm6 \
  libxext6 \
  python3.10 \
  python3-pip \
  python3-dev \
  ninja-build \
  tesseract-ocr \
  poppler-utils \
  git \
  && apt-get clean && rm -rf /var/lib/apt/lists/*

RUN python -m venv /opt/venv

COPY --from=llama_builder /opt/venv /opt/venv
COPY --from=dep_builder /opt/venv /opt/venv

WORKDIR /app

ENV HOME=/home/user \
	PATH=/opt/venv/bin:$PATH \
    PYTHONPATH=$HOME/app \
	PYTHONUNBUFFERED=1 \
    NVIDIA_VISIBLE_DEVICES=all \
    NVIDIA_DRIVER_CAPABILITIES=compute,utility \
	SYSTEM=spaces \
    HF_HOME=/data/.huggingface 

COPY ./requirements.txt /app/requirements.txt
RUN pip3 install --no-cache-dir --upgrade -r /app/requirements.txt

RUN useradd -m -u 1000 user
USER user

WORKDIR $HOME/app

COPY --chown=user . $HOME/app

EXPOSE 8501
CMD streamlit run app.py \
    --server.headless true \
    --server.enableCORS false \
    --server.enableXsrfProtection false \
    --server.fileWatcherType watchdog \
    --theme.backgroundColor "#EEE3D3" \
    --theme.secondaryBackgroundColor "#CCC8C2" \
    --theme.primaryColor "#EF792D" \
    --theme.textColor "#7D6654"