GitLab / GitLab and Google Cloud

Learn more about GitLab's AI features:

- Code Suggestions
- Suggest merge request summary changes
- Generate suggested tests in merge requests

#AI #DevSecOps

Walk with us as we train, deploy, and test a predictive model using GitLab's robust CI/CD pipeline and Google's powerful machine learning platform, Vertex AI.

You'll see firsthand how seamlessly these tools work together in a modern data science workflow. We also share valuable insights into deploying and testing the model via a REST API endpoint, making it an ideal watch for developers and business users alike. This demo showcases a practical use case of advanced AI technology in the banking sector.

Find more valuable content on GitLab, Vertex AI, and other AI technologies on our channel.

Project repository: https://gitlab.com/gitlab-com/alliances/google/sandbox-projects/demos/vertex-ai

Contents:
1:11 - Steps overview
2:00 - Creating the workload ID pool and provider
6:22 - Creating a service account
10:18 - Creating a blank GitLab project
11:18 - Writing a script to generate a GCP access token
14:14 - Setting CI/CD variables to point to a GCP account
16:57 - Configuring a pipeline to get credentials

Docs:
GitLab OIDC for GCP: https://docs.gitlab.com/ee/ci/cloud_services/google_cloud
GCP Workload Identity Pool and Provider: https://cloud.google.com/iam/docs/workload-identity-federation-with-other-clouds#create_the_workload_identity_pool_and_provider

Regnard Raquedan, Partner Solutions Architect at GitLab, demos how to secure your Google Cloud Run app with Auto DevOps.

Learn more about GitLab on Google Cloud: https://about.gitlab.com/partners/technology-partners/google-cloud-platform/

⛅🌱 https://hello.cloudseed.app
Twitter: https://twitter.com/OpenCloudSeed
Discord: https://discord.com/channels/778180511088640070/1036634937438253137

Cloud Seed is an open-source program lead by GitLab Incubation Engineering in collaboration with Google Cloud.

Deploying web application (and related workloads) from GitLab to major cloud providers should be trivial.

Cloud Seed makes it ridiculously simple and intuitive to consume appropriate Google Cloud services within GitLab.

Partner Solutions Architect Regnard Raquedan shows how you can use GitLab's Auto DevOps with Google Kubernetes Engine (GKE).

Connecting the GitLab Agent with GKE: https://youtu.be/8SeuvDZsPLo

Originally produced for KubeCon NA 2022. Learn the steps to connect the GitLab agent with GKE with Regnard Raquedan, Partner Solutions Architect at GitLab.