Overview

This is a bootstrapping repo for AI Factory. This repo performs the following tasks:

1. Downloads secrets from Azure Key vault
2. Creates a new Azure DevOps project
3. Creates a service connection for connecting to Azure via a service principal
4. Creates a service connection for connecting to Github via Personal Access Token
5. Creates the following 3 github repos:
   • Project-< ProjectName >-Code Repo for Machine Learning Code
   • Project-< ProjectName >-Controller for MLOps pipelines
   • Project-< ProjectName >-IAC for Infrastructure as Code
6. Creates the following 3 pipelines in the Azure DevOps project created above:
   • Infrastructure as Code pipeline
   • Training pipeline
   • Scoring pipeline

Instructions for the setup of this repo can be found on the getting started page