Why do I get 'Production Environment is currently unavailable for QuickML service' when I open QuickML in the Production environment?

This is expected. Catalyst QuickML no longer has separate Development and Production environments, so it can’t be enabled in Production and nothing needs to be deployed. You build pipelines, publish endpoints and use LLM Serving, RAG and the Knowledge Base from your project’s Development environment, and your application running in Production calls those same endpoints.

1. In the Catalyst console, switch your project to the Development environment and open QuickML.

2. Publish your model as an endpoint, or set up your LLM Serving or RAG endpoint.

3. Copy the endpoint URL, the required headers and the OAuth scope from the endpoint’s details.

4. Call the endpoint from your Production function or application, using an OAuth token that has that scope.

Note: QuickML datasets, pipelines and endpoints don’t appear in Settings → Environments → Deployments, because they aren’t moved between environments.

Refer to the QuickML Pipeline Endpoints help page and the LLM Serving help page for more information.