poetry install --all-extras # Install all dependencies
poetry run poe jupyter # Open notebook server to update the local specification
poetry run poe register # Update the specification used by the frontend appThe last command requires an Opvious API token stored as OPVIOUS_TOKEN
environment variable.
Before using a model in production, we recommend adding unit-tests for the model. If the model will be updated regularly, we also highly encourage automating the registration command above. A common pattern is to run a CI workflow on pushes to the main branch which runs all tests and registers the model (only) if all tests succeed.