Union AI Demo Workflows

Demo Scripts: https://docs.google.com/document/d/1mXDpGbHVdK-OgVUre56uCfzdwxaXP6Ioka_Zb8qqDeI/edit?tab=t.0

Setup Env

Install uv, then create the virtual environment:

uv venv --python 3.12
uv pip install -r requirements.txt

Running the demo

Train a model

union run --max-parallelism 3 --remote unified_wfs.py unified_demo_wf --inputs-file inputs.yaml

Activate model training schedule and deployment pipeline:

union register unified_register_wfs.py

This will:

• Schedule the HPO workflow.
• Activate the triggers for swapping out prod vs. dev models.