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What Git repository will be used? Github, Gitlab, Bitbucket, Azure DevOps etc.
Will an external MongoDB (for the Model Manager) and PostgreSQL/MSSQL (for the MLC-Manager) will be used? Mongo URI and PostgreSQL/MSSQL connection strings needed. Standalone versions of these that are PVC-backed are provided as well.
Will an external S3-compatible bucket storage will be used? AWS S3, Azure Blob Storage, Google Cloud Storage? MinIO is provided as a standalone option in the case where none of the cloud options are available.
Kubernetes: Openshift? Azure Kubernetes Services, AWS Elastic Kubernetes Service, Google Kubernetes Engine? Locally on Docker Desktop with Kubernetes for testing purposes? An SME aligned to configure/install/upgrade via Helm?
Image Registry: Intake process for importing images and making them available? Choice of registry: Artifactory, GAR, ECR, Quay, ACR, Dockerhub etc.
Particularities about security? Stored credentials, vaults, Kerberos, secrets management, secrets pipelines, authentication methods needed. Details needed for all external technologies utilized to bring secrets into Kubernetes.
Integrations: Ticketing (Jira, ServiceNow), Pipelines (Jenkins, Gitlab CI, Azure DevOps), Data Sources required for monitoring and models.
Networking and connectivity in place between cluster and all required technologies. Egresses, Ingresses must be defined as necessary.
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