Updated BentoML installation documentation and example

[ssheng]

Description of your changes:

• Updated the BentoML installation and deployment documentation to include both deployment options, using BentoRequest and Bento CRDs.
• Updated the BentoML example to align with the example provided from the BentoML GitHub page.
• Updated Kubeflow manifest README to include installation instructions for BentoML components.

Checklist:

• Unit tests pass:
  Make sure you have installed kustomize == 3.2.1
  1. make generate-changed-only
  2. make test

[google-cla]

Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

View this failed invocation of the CLA check for more information.

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[juliusvonkohout]

@ssheng you need to sign the CLA

[juliusvonkohout]

@kimwnasptd should the images be here in the Kubeflow/manifests repository or is the bento repository enough?

[ssheng]

Plese sign CLA

Done. cla/google check is now passing. Please review again.

[ssheng]

@juliusvonkohout Is there anything pending on our side? Please let us know.

[juliusvonkohout]

/approve

[juliusvonkohout]

@juliusvonkohout Is there anything pending on our side? Please let us know.

Sadly we have for @kimwnasptd to run the workflows and approve. I am not yet maintainer of the manifests repository.

[jbottum]

/lgtm

[jbottum]

one note - when I view the file, I see 1.7.0-rc versions of components. should those be 1.7.0, and not RC versions?

[ssheng]

one note - when I view the file, I see 1.7.0-rc versions of components. should those be 1.7.0, and not RC versions?

@jbottum I'm happy to update it to 1.7.0. I put 1.7.0-rc because I saw other components were also referencing 1.7.0-rc. I assume they will be updated together in a separate PR later.

[DomFleischmann]

one note - when I view the file, I see 1.7.0-rc versions of components. should those be 1.7.0, and not RC versions?

@jbottum I'm happy to update it to 1.7.0. I put 1.7.0-rc because I saw other components were also referencing 1.7.0-rc. I assume they will be updated together in a separate PR later.

Yes please update them to 1.7.0

[DomFleischmann]

/lgtm

[jbottum]

/lgtm

[jbottum]

/approve

[juliusvonkohout]

@ssheng after #2432 i can approve

[annajung]

cc @kimwnasptd looks like github actions are not running and require approval from a maintainer, could you help trigger the workflow?

[google-oss-prow]

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: jbottum, juliusvonkohout, ssheng, yubozhao

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

• contrib/bentoml/OWNERS [yubozhao]

Approvers can indicate their approval by writing /approve in a comment
Approvers can cancel approval by writing /approve cancel in a comment

[annajung]

I didn't realize that you were not part of the Kubeflow org. Since non members can't be added to the OWNERS file, I suggest removing yourself for now and follow the process to join the Kubeflow org. We can get you added as an owner after you have joined the org.

once the OWNERS file is fixed and the workflow passes, it looks good to me.

Thanks for all your work in updating the bentoML docs for the community.

[ssheng]

I didn't realize that you were not part of the Kubeflow org. Since non members can't be added to the OWNERS file, I suggest removing yourself for now and follow the process to join the Kubeflow org. We can get you added as an owner after you have joined the org.

once the OWNERS file is fixed and the workflow passes, it looks good to me.

Thanks for all your work in updating the bentoML docs for the community.

Thanks for your review, Anna. Just removed myself from the OWNERS file. I will follow the process and join the Kubefow org.

[yubozhao]

/lgtm