Release 12.3.0

[luv-bansal]

[12.3.0] - PyPI - 2026-03-04

Added

• Added clarifai model deploy command and clarifai model init simplification with multi-cloud GPU discovery, zero-prompt deployment flow, and simplified config.yaml (#960)
• Added developer and tool to valid message roles for LLM interactions (#970)
• Added support for pipeline upload without step_directories when templateRefs have versions (#961)

Fixed

• Fixed List Artifacts command to use correct latest-version-id and visibility (#968)
• Fixed dataset download bug (#945)
• Fixed user input override bypass when a PostScript version exists (#969)

[github-actions]

Package	Line Rate	Health
clarifai	45%	❌
clarifai.cli	62%	➖
clarifai.cli.templates	67%	➖
clarifai.cli.templates.toolkits	100%	✔
clarifai.client	65%	➖
clarifai.client.auth	67%	➖
clarifai.constants	100%	✔
clarifai.datasets	100%	✔
clarifai.datasets.export	69%	➖
clarifai.datasets.upload	75%	➖
clarifai.datasets.upload.loaders	37%	❌
clarifai.models	100%	✔
clarifai.rag	0%	❌
clarifai.runners	52%	➖
clarifai.runners.models	60%	➖
clarifai.runners.pipeline_steps	39%	❌
clarifai.runners.pipelines	72%	➖
clarifai.runners.utils	62%	➖
clarifai.runners.utils.data_types	72%	➖
clarifai.schema	100%	✔
clarifai.urls	58%	➖
clarifai.utils	65%	➖
clarifai.utils.evaluation	16%	❌
clarifai.workflows	95%	✔
Summary	60% (11190 / 18500)	➖

Minimum allowed line rate is 50%