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# Retrieval augmented generation (RAG) for watsonx on IBM Cloud
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# Cloud-native AI
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The following [deployable architecture](https://cloud.ibm.com/docs/secure-enterprise?topic=secure-enterprise-understand-module-da#what-is-da) automates the deployment of a sample gen AI Pattern on IBM Cloud, including all underlying IBM Cloud and WatsonX infrastructure. This architecture implements the best practices for watsonx gen AI Pattern deployment on IBM Cloud, as described in the [reference architecture](https://cloud.ibm.com/docs/pattern-genai-rag?topic=pattern-genai-rag-genai-pattern).
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To edit the member configuration, select **Edit** from the Options icon  in the member configuration row.
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### Removing configurations from the stack
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You can remove a member configuration from the stack that other configurations don't depend on.
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You can remove the following configurations in this architecture:
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- Security and Control Center
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- Sample RAG App Configuration
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To remove a member configuration, select **Remove from Stack** from the Options icon  in the member configuration row.
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### Managing input and output variables
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You can add or remove input and output variables at the stack level by following these steps:
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1. Select a member configuration.
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1. From the deployed details window, you can promote any of the configuration inputs or outputs.
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### Selective provisioning of observability resources
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You can selectively provision observability resources such as Activity Tracker routes and targets, and Cloud Monitoring instances by following these steps:
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1. In the IBM Cloud console, click the **Navigation menu** icon  > **Projects**.
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1. Click the project with the stacked deployable architecture that you want to update.
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1. Click the **Configurations** tab.
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1.**Navigate to the Configurations**: Access the "Essential Security - Logging Monitoring Activity Tracker" configuration by clicking on it.
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1.**Edit Member Configuration**: On the top right side click on 3 dots, then select Edit option to access the member configuration page.
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1.**Locate Optional Variables**: Under the Optional tab, you’ll find the specific variable settings.
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1. From the deployed details window, you can enable or disable the provisioning of specific observability resources. For example:
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-**IBM Cloud Logs instance** (`cloud_logs_provision`): Set this to provision or skip provisioning an IBM Cloud Logs instance.
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-**IBM Cloud Monitoring instance** (`cloud_monitoring_provision`): Set this to provision or skip provisioning an IBM cloud monitoring instance.
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-**Event routing from Activity Tracker to Object Storage** (`enable_at_event_routing_to_cos_bucket`): Set this to enable or disable event routing from Activity Tracker to the Object Storage bucket.
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-**Event routing from Activity Tracker to Cloud Logs** (`enable_at_event_routing_to_cloud_logs`): Set this to enable or disable event routing from Activity Tracker to Cloud Logs.
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1. After making the necessary changes, click Save, validate the settings, and deploy to apply the updated configuration.
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### Sharing modified stacks through a private IBM Cloud catalog
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After you modify your deployable architecture in projects, you can share it with others through a private IBM Cloud catalog. To share your deployable architecture, follow the steps in [Sharing your deployable architecture to your enterprise](https://cloud.ibm.com/docs/secure-enterprise?topic=secure-enterprise-share-custom).
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You can use the code of this sample automation as a guide to customize the sample app to meet your requirements. The code is available at [https://github.com/terraform-ibm-modules/terraform-ibm-rag-sample-da](https://github.com/terraform-ibm-modules/terraform-ibm-rag-sample-da).
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To use your own app, remove the `Workload - Sample RAG App Configuration` member configuration from the stack. This member configuration is specific to the default sample app.
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To use your own app, remove the `Workload - Sample RAG Application` member configuration from the stack. This member configuration is specific to the default sample app.
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## Undeploying the stack and infrastructure
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- Code Engine Project
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- Delete the code engine project created for the sample application.
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- Container Registry Namespace
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- Delete the container registry namespace created by the CI tookchain.
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- Delete the container registry namespace created by the CI toolchain.
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