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+# CI Workflows
+
+This repository contains several CI workflows designed for deployment in a self-hosted runner. Below is a description of each workflow and its purpose.
+
+## Workflows
+
+### `ci-build.yml` 
+**Trigger:** Automatically on every pull request
+
+- Builds the `depa-training-encfs`, `depa-training`, and other containers required for the COVID scenario.
+- Runs containers locally to perform preprocessing, save the model, and train the model.
+
+### `ci.yml`
+**Trigger:** Manually
+
+- Prepares data and model for deployment.
+- Creates Azure Storage and Key Vault if they do not already exist.
+- Imports data and model encryption keys with key release policies.
+- Encrypts the data and model.
+- Uploads the encrypted data and model to Azure Storage.
+- Deploys CCR on Azure Container Instances (ACI) and trains the model.
+
+### `ci-local.yml`
+**Trigger:** Manually
+
+- Pulls containers from Azure Container Registry (ACR).
+- Runs containers locally to perform preprocessing, save the model, and train the model.
+
+### `release.yml`
+**Trigger:** Manually
+
+- Builds the `depa-training-encfs`, `depa-training`, contract service container, and other containers required for the COVID scenario.
+- Pushes the built containers to ACR.
+
+### `contract-service.yml`
+**Trigger:** Manually
+
+- Builds the contract service container.
+- Deploys the contract service.
+
+## Steps to Deploy Self-Hosted Runner
+
+1. **Set up Recommended OIDC Authentication:**
+   - Follow the [official guide](https://learn.microsoft.com/en-us/azure/app-service/deploy-github-actions?tabs=openid%2Cpython%2Caspnetcore#set-up-a-github-actions-workflow-manually) to authenticate GitHub Actions with Azure services using the OIDC approach.
+
+2. **Assign Necessary Permissions:**
+   - For the service principal created during the above step (or an external one), assign the following permissions:
+     - Contributor
+     - Custom role with `Microsoft.Authorization/GetRoleAssignment` and `Microsoft.Authorization/CreateRoleAssignment`
+
+3. **Create a New Self-Hosted Runner:**
+   - Navigate to `Settings` > `Actions` > `Runners` in your GitHub repository.
+   - Create a "New self-hosted Runner".
+
+4. **Set Up the Azure VM:**
+   - Create an Azure VM with at least 16GB RAM, 4 CPUs, and 128GB SSD.
+   - Follow the instructions provided in the self-hosted runner setup to configure the action runner on your Azure VM.
+
+---
+
+By following these instructions, you can set up and utilize the CI workflows in your self-hosted runner to automate and manage the deployment processes for your projects.
+