Dockerfile

# Base image
FROM python:3.10

# Install system dependencies
RUN apt-get update && apt-get install -y \
    git \
    git-lfs \
    ffmpeg \
    libsm6 \
    libxext6 \
    cmake \
    rsync \
    libgl1-mesa-glx && \
    rm -rf /var/lib/apt/lists/* && \
    git lfs install

# Set the working directory
WORKDIR /home/user/app

# Install Python dependencies
RUN pip install --no-cache-dir pip==22.3.1 && \
    pip install --no-cache-dir \
    datasets \
    "huggingface-hub>=0.19" \
    "hf-transfer>=0.1.4" \
    "protobuf<4" \
    "click<8.1" \
    "pydantic~=1.0"

# Clone and install CorrectLy manually
RUN git clone https://github.com/rounakdatta/CorrectLy.git /home/user/CorrectLy && \
    pip install -r /home/user/CorrectLy/requirements.txt

# Copy the project requirements file and install other dependencies
COPY requirements.txt /tmp/requirements.txt
RUN pip install --no-cache-dir -r /tmp/requirements.txt

# Set the user to run the application
USER 1000

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