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Sample applications for Google Kubernetes Engine (GKE)

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[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com) This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [cloud.google.com/go](https://togithub.com/googleapis/google-cloud-go) | `v0.72.0` -> `v0.115.0` | [![age](https://developer.mend.io/api/mc/badges/age/go/cloud.google.com%2fgo/v0.115.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)...

lang: go
dependencies

Code and yaml manifests for the guide

## Description This PR.... ## Tasks * [ ] The [contributing guide](https://github.com/GoogleCloudPlatform/kubernetes-engine-samples/blob/main/.github/CONTRIBUTING.md) has been read and followed. * [ ] The samples added / modified have been fully tested. *...

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | Update | Pending | |---|---|---|---|---|---|---|---| | [cryptography](https://redirect.github.com/pyca/cryptography) ([changelog](https://cryptography.io/en/latest/changelog/)) | `==43.0.1` ->...

lang: python
dependencies

This PR contains the following updates: | Package | Type | Update | Change | Pending | |---|---|---|---|---| | nvidia/cuda | final | patch | `12.6.1-runtime-ubuntu22.04` -> `12.6.2-runtime-ubuntu22.04` | |...

dependencies

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | Werkzeug ([changelog](https://werkzeug.palletsprojects.com/changes/)) | `==3.0.4` -> `==3.0.6` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/Werkzeug/3.0.6?slim=true)](https://docs.renovatebot.com/merge-confidence/) |...

lang: python
type:security

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.4 to 3.0.6. Release notes Sourced from werkzeug's releases. 3.0.6 This is the Werkzeug 3.0.6 security fix release, which fixes security issues but does not otherwise change...

dependencies
python

## Description This PR.... ## Tasks * [ ] The [contributing guide](https://github.com/GoogleCloudPlatform/kubernetes-engine-samples/blob/main/.github/CONTRIBUTING.md) has been read and followed. * [ ] The samples added / modified have been fully tested. *...

# Description This PR adds a simple inference script to be used for a Ray multi-host TPU example serving Meta-Llama-3-70B. Similar to the other scripts in the /llm/ folder, `serve_tpu.py`...