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VERSION 11.6.5 (#716)
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CHANGELOG.md

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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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clarifai/__init__.py

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__version__ = "11.6.4"
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__version__ = "11.6.5"

requirements.txt

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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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