VERSION 11.10.0

[srikanthbachala20]

[11.10.0] - PyPI - 2025-11-11

Changed

• Refactored the Dockerfile.template used for building Clarifai model runner images by introducing of a multi-stage build that separates model asset downloading from final image creation, resulting in a cleaner and more efficient build process (#839)
• Fixed an issue by ensuring the model proto with secrets is loaded once during server initialization and is available for all predict requests (#837)
• Added comprehensive support for the OpenAI responses API (both streaming and non-streaming) to the dummy model implementation, improved token usage accounting for both chat.completions and responses endpoints, and introduces thorough tests for the new functionality (#836)
• Added a validation mechanism to the model loading process in Model class, improving reliability during model initialization (#835)
• Improved how package names and versions are parsed from requirement lines, specifically adding support for dependencies specified with the @ symbol and ensuring consistent whitespace handling (#834)
• Centralized and streamlined the logic for reading environment variables and passing them to the ClarifaiAuthHelper, making the codebase more maintainable and flexible (#833)
• Added visual-keypointer to concepts-required model types list (#824)
• Improved the robustness of the clarifai model local-runner command by ensuring that model configuration is loaded and validated earlier in the process, and by adding stricter checks for model type consistency (#823)
• Optimized model runner performance by loading the model proto once at initialization instead of expecting it with every predict request from the API (#822)
• Improved the clarifai pipeline init command by updating the Argo workflow template generation to include input arguments and remove unnecessary metadata fields (#819)
• Added comprehensive environment validation to provide immediate feedback when users attempt to run model tests on unsupported environments, helping them understand limitations and avoid confusion when tests fail (#658)

[github-actions]

Package	Line Rate	Health
clarifai	45%	❌
clarifai.cli	44%	❌
clarifai.cli.templates	33%	❌
clarifai.client	67%	➖
clarifai.client.auth	67%	➖
clarifai.constants	100%	✔
clarifai.datasets	100%	✔
clarifai.datasets.export	80%	✔
clarifai.datasets.upload	75%	➖
clarifai.datasets.upload.loaders	37%	❌
clarifai.models	100%	✔
clarifai.modules	0%	❌
clarifai.rag	72%	➖
clarifai.runners	53%	➖
clarifai.runners.models	61%	➖
clarifai.runners.pipeline_steps	41%	❌
clarifai.runners.pipelines	70%	➖
clarifai.runners.utils	63%	➖
clarifai.runners.utils.data_types	72%	➖
clarifai.schema	100%	✔
clarifai.urls	60%	➖
clarifai.utils	60%	➖
clarifai.utils.evaluation	67%	➖
clarifai.workflows	95%	✔
Summary	62% (8375 / 13494)	➖

Minimum allowed line rate is 50%

[mogith-pn]

LGTM.