[Docs][Serve] Video analyses example for inferance#59859
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abrarsheikh merged 24 commits intomasterfrom Jan 14, 2026
Merged
[Docs][Serve] Video analyses example for inferance#59859abrarsheikh merged 24 commits intomasterfrom
abrarsheikh merged 24 commits intomasterfrom
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Signed-off-by: abrar <abrar@anyscale.com>
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This pull request introduces an excellent and comprehensive example for a video analysis pipeline using Ray Serve. The documentation, notebook, and supporting CI/release test configurations are well-structured. I've identified a few issues that should be addressed:
- There's a critical issue in the
release_tests.yamlconfiguration where an incorrectworking_dirwill cause the release test to fail. - A high-severity race condition exists in the S3 client initialization within the
VideoAnalyzerdeployment, which could lead to multiple clients being created under concurrent requests. - The documentation and notebook reference several image assets that are missing from the pull request, which will result in broken images.
- I've also included a few medium-severity suggestions to improve code clarity and organization in the CI helper scripts.
Additionally, there are a couple of typos in the pull request title: "analyses" should be "analysis" and "inferance" should be "inference".
doc/source/serve/tutorials/video-analysis/content/video_analysis_pipeline.ipynb
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Signed-off-by: abrar <abrar@anyscale.com>
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| print(inspect.getsource(VideoEncoder.func_or_class)) | ||
| ``` | ||
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| @serve.deployment( |
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was this readme re-generated?
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yes, i think i generated it.
doc/source/serve/tutorials/video-analysis/content/video_analysis_pipeline.ipynb
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Signed-off-by: abrar <abrar@anyscale.com>
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akshay-anyscale
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Jan 8, 2026
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akshay-anyscale
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rushikeshadhav
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Jan 14, 2026
added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus). https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html --------- Signed-off-by: abrar <abrar@anyscale.com>
jeffery4011
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Jan 20, 2026
added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus). https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html --------- Signed-off-by: abrar <abrar@anyscale.com> Signed-off-by: jeffery4011 <jefferyshen1015@gmail.com>
ryanaoleary
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Feb 3, 2026
added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus). https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html --------- Signed-off-by: abrar <abrar@anyscale.com>
peterxcli
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Feb 25, 2026
added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus). https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html --------- Signed-off-by: abrar <abrar@anyscale.com> Signed-off-by: peterxcli <peterxcli@gmail.com>
peterxcli
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Feb 25, 2026
added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus). https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html --------- Signed-off-by: abrar <abrar@anyscale.com> Signed-off-by: peterxcli <peterxcli@gmail.com>
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added a notebook that demonstrates serve application that takes a reference to video as input and returns scene changes, tags and video description (from the corpus).
https://anyscale-ray--59859.com.readthedocs.build/en/59859/serve/tutorials/video-analysis/README.html