# Start from the TGI base image
FROM [Your TGI Base Image] as base

# Install JupyterLab
# Note: Ensure Python is installed in the base image. If not, you will need to install it.
RUN pip install jupyterlab

# Copy any necessary files (if needed)
# COPY your-files /your-destination

# AWS Sagemaker compatible image
# Assuming this part remains the same from your original Dockerfile
FROM base as sagemaker

COPY sagemaker-entrypoint.sh entrypoint.sh
RUN chmod +x entrypoint.sh

ENTRYPOINT ["./entrypoint.sh"]

# Final image
FROM base

# Add JupyterLab entrypoint
# Note: You can customize the command to suit your needs
ENTRYPOINT ["jupyter", "lab", "--ip=0.0.0.0", "--allow-root", "--NotebookApp.token='' --port 7860"]

# Optional: Set CMD to launch TGI or any other command
CMD ["text-generation-launcher", "--json-output"]