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+ ## [[ 11.6.5]] ( https://github.com/Clarifai/clarifai-python/releases/tag/11.6.5 ) - [ PyPI] ( https://pypi.org/project/clarifai/11.6.5/ ) - 2025-07-23
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+ - Add CLI config context support to BaseClient authentication [ (#704 )] (https://github.com/Clarifai/clarifai-python/pull/704 )
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+ - live logging functionality for model runner [ (#711 )] (https://github.com/Clarifai/clarifai-python/pull/711 )
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+ - Unify Context Management Under a Single config Command [ (#709 )] (https://github.com/Clarifai/clarifai-python/pull/709 )
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+ - Add func to return both stub and channel [ (#713 )] (https://github.com/Clarifai/clarifai-python/pull/713 )
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+ - Added local-runner requirements validation step [ (#712 )] (https://github.com/Clarifai/clarifai-python/pull/712 )
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+ - Improve URL Download error handling [ (#710 )] (https://github.com/Clarifai/clarifai-python/pull/710 )
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+ - Added Playground URL to Local-Runner Logs [ (#708 )] (https://github.com/Clarifai/clarifai-python/pull/708 )
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+ - Unit tests for toolkits [ (#639 )] (https://github.com/Clarifai/clarifai-python/pull/639 )
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+ - Improve Local-Runner CLI Logging [ (#706 )] (https://github.com/Clarifai/clarifai-python/pull/706 )
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+ - Improve client script formatting (black linter formatting) [ (#705 )] (https://github.com/Clarifai/clarifai-python/pull/705 )
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+ - Add github folder download support and toolkit option in model init [ (#699 )] (https://github.com/Clarifai/clarifai-python/pull/699 )
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+ - Improve Handling for PAT and USER_ID [ (#702 )] (https://github.com/Clarifai/clarifai-python/pull/702 )
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## [[ 11.6.4]] ( https://github.com/Clarifai/clarifai-python/releases/tag/11.6.4 ) - [ PyPI] ( https://pypi.org/project/clarifai/11.6.4/ ) - 2025-07-11
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- __version__ = "11.6.4 "
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+ __version__ = "11.6.5 "
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- clarifai-grpc >= 11.6.1
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+ clarifai-grpc >= 11.6.4
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clarifai-protocol >= 0.0.25
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numpy >= 1.22.0
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tqdm >= 4.65.0
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