kubeflow / website

Kubeflow's public website
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Tutorial / Example - Fine grained search of the Kubeflow youtube channel content #3409

Open jbottum opened 1 year ago

jbottum commented 1 year ago

The Kubeflow Community could use a current end-to-end example. Current examples: https://www.kubeflow.org/docs/started/kubeflow-examples/

We might be able to create an example that the Community members could use to find (short - 20 second) answers from Community discussions. For example, the Community holds Working Group meetings, which are recorded. If these meetings were saved on a Youtube channel, then we could create a fine grained search option that would find and serve answers to questions submitted to in a web form. Some search example might be: "multi-user pipelines", "unified training operator", or "upgrading Kubeflow".

An example of this solution is explained in this post: https://betterprogramming.pub/fixing-youtube-search-with-openais-whisper-90bb569073cf . It uses OpenAI's Whisper for transcoding and S-BERT for Question/Answer, with streamline or gradio for the webapp.

I am looking for interested parties to help develop this example. Related ideas - If we could get the example functional, we might be able to use it at conferences as a Kubeflow tutorial / workshop i.e. AI at KubeCon EMEA in 2023 and/or as an example for the Kubeflow 1.7 release.

@kubeflow/wg-notebooks-leads @kubeflow/wg-pipeline-leads @kubeflow/wg-training-leads @kubeflow/wg-automl-leads @kubeflow/release-managers

/kind feature /priority p2 /area help wanted

google-oss-prow[bot] commented 1 year ago

@jbottum: The label(s) area/help, area/wanted cannot be applied, because the repository doesn't have them.

In response to [this](https://github.com/kubeflow/website/issues/3409): >The Kubeflow Community could use a current end-to-end example. Current examples: https://www.kubeflow.org/docs/started/kubeflow-examples/ > >We might be able to create an example that the Community members could use to find (short - 20 second) answers from Community discussions. For example, the Community holds Working Group meetings, which are recorded. If these meetings were saved on a Youtube channel, then we could create a fine grained search option that would find and serve answers to questions submitted to in a web form. Some search example might be: "multi-user pipelines", "unified training operator", or "upgrading Kubeflow". > >An example of this solution is explained in this post: https://betterprogramming.pub/fixing-youtube-search-with-openais-whisper-90bb569073cf . It uses OpenAI's Whisper for transcoding and S-BERT for Question/Answer, with streamline or gradio for the webapp. > >I am looking for interested parties to help develop this example. Related ideas - If we could get the example functional, we might be able to use it at conferences as a Kubeflow tutorial / workshop i.e. AI at KubeCon EMEA in 2023 and/or as an example for the Kubeflow 1.7 release. > >@kubeflow/wg-notebooks-leads @kubeflow/wg-pipeline-leads @kubeflow/wg-training-leads @kubeflow/wg-automl-leads @kubeflow/release-managers > >/kind feature >/priority p2 >/area help wanted Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes/test-infra](https://github.com/kubernetes/test-infra/issues/new?title=Prow%20issue:) repository.