vania-janet/multiturn-rag-retrieval-data huggingface dataset:
[External link icon](https://cloud.ibm.com/docs-content/v1/content/icons/launch-glyph.svg)](https://github.com/IBM/smart-email-support)
* [View the Demo ![External link icon](https://cloud.ibm.com/docs-content/v1/content/icons/launch-glyph.svg)](https://www.youtube.com/watch?v=AT477px19gQ)







 Query a knowledge base for documents 

Use Watson NLU, Python NLTK, and IBM Watson Studio to query a knowledge base and get answers to questions related to a domain-specific document



* [Learn more ![External link icon](https://cloud.ibm.com/docs-content/v1/content/icons/launch-glyph.svg)](https://developer.ibm.com/patterns/algorithm-that-gives-you-answer-to-any-particular-question-based-on-mining-documents/)
* [Get the Code ![External link icon](https://cloud.ibm.com/docs-content/v1/content/icons/launch-glyph.svg)](https://github.com/IBM/query-knowledge-base-with-domain-specific-documents/)
* [View the Demo ![External link icon](https://cloud.ibm.com/docs-content/v1/content/icons/launch-glyph.svg)](https://www.youtube.com/watch?v=qMUDB7k8x3I)







 Build a knowledge graph from documents 

Use IBM Cloud, Watson services, Watson Studio, and open source technologies to derive insights from unstructured text content generated in various business domains



* [Learn more !
28 January 2021 



 New resources New data sources Enhancements 

 <br><br> * [ibm_dl_provider_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/service_key)<br><br><br> <br><br> * [ibm_dl_provider_gateways](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_provider_gateways)<br> * [ibm_dl_provider_ports](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_provider_ports)<br><br><br> <br><br> * Support for pod_subnet and service-subnet arguments for [ibm_container_cluster resource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/dl_provider_portsargument-reference)<br> * Support vpc_name
* [Security Bulletin: IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in TensorFlow](https://www.ibm.com/support/pages/node/6564605)
* [Security Bulletin: IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in XStream](https://www.ibm.com/support/pages/node/6564607)
* [Security Bulletin: IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in Go](https://www.ibm.com/support/pages/node/6564609)



Features that are not available in this release
: The following features are generally available from managed IBM Cloud deployments at the time of this release, but not from installed deployments:



* Home page updates
* Answer finding
* Manage data page
* Advanced document view for search results







 30 March 2020 

A new document classifier API is available
: Use the new document classifier to programmatically get, add, update, or delete a document classifier. The following notes apply to this release:



* The enrichments property of the Document Classifier object is documented as being optional. However, the property is required currently.
* The field property in the federated_classification object is documented as a string. However, it is currently an array.



For more information about the new API, see the [API reference documentation](https://cloud.ibm.com/apidocs/discovery-datalistdocumentclassifiers). For more information about adding a document classifier by using the product user interface, see [Using the Content Mining application](https://cloud.ibm.com/docs/discovery-data?topic=discovery-data-cm-doc-classifier).

The document classifier endpoints are not supported in the SDKs currently.





 4.0.6 release, 1 March 2022 

IBM Watson® Discovery Cartridge for IBM Cloud Pak® for Data 4.0.6 is available.

Multitenancy is now supported
: An administrator can now create up to 10 instances of the Discovery service per deployment, which means that more teams can work on discrete Discovery projects at the same time.
(https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_instanceargument-reference)<br> * Routing table and IP version argument for [ibm_is_subnet](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/subnetargument-reference)<br> * Import for [floating IP resources](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_floating_ipargument-reference)<br> * Import for [Ike policy resources](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_ike_policyargument-reference)<br> * Import for [images resources](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/pi_imageargument-reference)<br> * Import for [volume resources](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/pi_volume)<br> * Archive rule,expire rule,force delete for [COS bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucket)<br> * Support profile argument for [is_lb
ibm_container_cluster](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_clusterargument-reference), [ibm_container_vpc_cluster](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_vpc_clusterargument-reference) resources, and [ibm_is_instance data source](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_instanceargument-reference) data source<br> * Support auto_delete_volume argument for [vpc generation 2](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_instanceargument-reference)<br> * Support session_stickiness attribute to enable HTTP_COOKIE for [ibm_lbass](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lbaasattributes-reference) resource<br> * Example update for [ibm_certificate_manager_order](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/certificate_manager_order), [ibm_certificate_manager_import](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/certificate_manager_import), [ibm_resource_instance](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/service_instance), and [ibm_resource_key](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/service_key) resource<br> * Latest [version change log](https://github.com/IBM-Cloud/terraform-provider-ibm/releases/tag/v1.21.0)<br><br><br> 







 28 January 2021 



 New resources New data sources Enhancements
<br><br> * [ibm_cm_catalog](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cm_catalog)<br> * [ibm_cm_object](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cm_object)<br> * [ibm_cm_offering](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cm_offering)<br> * [ibm_cm_offering_instance](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cm_offering_instance)<br> * [ibm_cm_version](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cm_version)<br><br><br> <br><br> * [ibm_cm_catalog](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_catalog)<br> * [ibm_cm_object](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_object)<br> * [ibm_cm_offering](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_offering)<br> * [ibm_cm_offering_instance](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_offering_instance)<br> * [ibm_cm_preset](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_preset)<br> * [ibm_cm_version](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cm_version)<br><br><br>
13 January 2021 



 New resources New data sources Enhancements 

 <br><br> * [ibm_container_api_key_reset](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_api_key_Reset)<br> * [ibm_cr_namespace](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cr_namespace)<br> * [ibm_iam_service_api_key](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/iam_service_api_key)<br><br><br> <br><br> * [ibm_cr_namespaces](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cr_namespaces)<br><br><br> <br><br> * Support api_key_id, api_key_owner_name, and api_key
lb](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb)<br> * [ibm_lb_service](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_service)<br> * [ibm_lb_service_group](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_service_group)<br> * [ibm_lb_vpx](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_vpx)<br> * [ibm_lb_vpx_ha](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_vpx_ha)<br> * [ibm_lb_vpx_service](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_vpx_service)<br> * [ibm_lb_vpx_vip](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lb_vpx_vip)<br> * [ibm_lbaas](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/lbaas)<br> * [
17 February 2021 



 New resources New data sources Enhancements 

 <br><br> * NA<br><br><br> <br><br> * [ibm_pi_catalog_images](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/pi_catalog_images)<br> * [ibm_is_volume_profile](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_volume_profile)<br> * [ibm_is_volume_profiles](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_volume_profiles)<br><br><br> <br><br> * Support lunid argument for [ibm_storage_block](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/storage_blockargument-reference) resource<br> * Support auto_delete_volume argument for [ibm_is_instance](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_instanceargument-reference) resource<br> * Support wait_till argument for [ibm_container_cluster](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_clusterargument-reference) resource<br> * Support patch_version argument for [
04 March 2021 



 New resources New data sources Enhancements 

 <br><br> * NA<br><br><br> <br><br> * NA<br><br><br> <br><br> * Support sort argument for [ibm_iam_user_policy](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/iam_user_policyargument-reference) and [ibm_iam_service_policy](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/iam_user_policyargument-reference) data sources<br> * Support default_routing_table attribute for [ibm_is_vpc](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_vpcattribute-reference) data source and [ibm_is_vpc](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_vpcattribute-reference) resources.<br> * Support logging argument for [ibm_is_lb](
ibm_is_subnet](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_subnetargument-reference), [ibm_is_network_acl](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_network_aclargument-reference)resource and [ibm_is_subnet](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_subnetargument-reference) data source<br> * Support iam_id argument for [iam_service_id](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/iam_service_idargument-reference) resource<br> * Added checksum attribute for [ibm_is_image](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_imageattribute-reference), [ibm_is_images](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_imagesattribute-reference) data sources and for [ibm_is_image](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_image) resource<br> * Latest [version change log](https://github.com/IBM-Cloud/terraform-provider-ibm/releases/tag/v1.21.2)<br><br><br> 







 04 March 2021 



 New resources New data sources Enhancements
16 March 2021 



 New resources New data sources Enhancements 

 <br><br> * NA<br><br><br> <br><br> * NA<br><br><br> <br><br> * Support logging argument description for [ibm_is_lb](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_lbargument-reference)<br> * Support accept_proxy_protocol argument for [ibm_is_lb_listener](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_lb_listenerargument-reference)<br> * Added resources timeouts and depreciated wait_time_minutes argument for [ibm_compute_vm_instance](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/compute_vm_instanceargument-reference)<br> * Support tags argument for [
(https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/en_subscription_sms)<br> * [ibm_en_subscription_webhook](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/en_subscription_webhook)<br> * [ibm_en_subscriptions](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/en_subscriptions)<br> * [ibm_en_topic](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/en_topic)<br> * [ibm_en_topics](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/en_topics)<br> * [ibm_en_webhook_destination](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/en_webhook_destination)<br><br><br> 







 Event Streams 



 Resources Data sources 

 <br><br> * [ibm_event_streams_schema](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/event_streams_schema)<br> * [ibm_event_streams_topic](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/event_streams_topic)<br><br><br> <br><br> * [ibm_event_streams_schema](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/event_streams_schema)<br> * [ibm_event_streams_topic](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/event_streams_topic)<br><br><br>
> * [ibm_cis_page_rules](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cis_page_rules)<br> * [ibm_cis_dns_record](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cis_dns_records)<br> * [ibm_is_virtual_endpoint_gateways](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_virtual_endpoint_gateways)<br> * [ibm_is_virtual_endpoint_gateway_ips](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_virtual_endpoint_gateway_ips)<br> * [ibm_is_virtual_endpoint_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_virtual_endpoint_gateway)<br><br><br> <br><br> * Status attribute for [ibm_container_alb_cert resource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_virtual_endpoint_gatewayattribute-reference)<br> * Persistence and namespace attribute for [ibm_container_alb_cert resource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_alb_certattribute-reference)<br> * Labels argument for [ibm_container_cluster resource](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/container_clusterargument-reference)<br><br><br> 







 14 December 2020 



 New resources New data sources Enhancements
Object Storage 



 Resources Data sources 

 <br><br> * [ibm_cos_bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucket)<br> * [ibm_cos_bucket_object](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucket_object)<br> * [ibm_cos_replication](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_replication)<br><br><br> <br><br> * [ibm_cos_bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cos_bucket)<br> * [ibm_cos_bucket_object](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cos_bucket_object)<br><br><br> 







 Power Systems 



 Resources Data sources
|__1.0.1 New 7b7e590f-259b-437b-b1f4-39e8615ed837.aff4cecb-4c9b-41ba-ae3d-71f4217dc0bc







 ibmcloud catalog offering search 

Run the following command to get details about the products in your private catalogs. This command provides a filter by private catalog, product, and version.

ibmcloud catalog offering search [--catalog CATALOG] [--offering OFFERING_NAME] [--version VERSION] [--output FORMAT]



 Command options 

--catalog CATALOG (optional)
: The catalog name or ID.

--offering OFFERING (optional)
: The product name or ID.

--version VERSION (optional)
: The version name or ID.

--output FORMAT (optional)
: Specifies output format. The default is terminal compatible and the only supported alternative is JSON, for example, --output json.





 Example 

List all of the products that are in the dev-catalog catalog.

ibmcloud catalog offering list --catalog dev-catalog





 Output 

The command returns the following output:

Name Current State Version Locator
dev-catalog
|__dev-offering
| |__Kubernetes
| |__1.0.0 Validated b636d651-8489-4425-bd6a-f30af1603577.17ac792e-a603-4f1a-a1b6-48e90a46940c
|__dev-offering-2.0
| |__Kubernetes
| |__1.0.0 Published to account b636d651-8489-4425-bd6a-f30af1603577.decdb0e1-46d2-401a-b482-80f9d6855f98







 ibmcloud catalog offering get 

Run the following command to get details about a specific product in the catalog.
](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_operating_system)<br> * [ibm_is_operating_systems](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_operating_systems)<br> * [ibm_is_placement_group](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_placement_group)<br> * [ibm_is_placement_groups](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_placement_groups)<br> * [ibm_is_public_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_public_gateway)<br> * [ibm_is_public_gateways](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_public_gateways)<br> * [ibm_is_region](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_region)<br> * [ibm_is
https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/kp_key)<br><br><br> <br><br> * [ibm_kms_instance_policies](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_instance_policies)<br> * [ibm_kms_key](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_key)<br> * [ibm_kms_key_policies](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_key_policies)<br> * [ibm_kms_keys](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_keys)<br> * [ibm_kms_key_rings](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kms_keys_rings)<br> * [ibm_kp_key](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/kp_key)<br><br><br> 







 Kubernetes Service 



 Resources Data sources
(https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/satellite_locationattributes-reference) data source<br> * Support ca-tor region in [ibm_cos_bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucketargument-reference) resource.<br> * Support private_address attributes for [ibm_is_vpn_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_vpn_gatewayattribute-reference) resource and [ibm_is_vpn_gateway](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/is_vpn_gatewaysattribute-reference) data source<br> * Support for retention policy argument in [ibm_cos_bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cos_bucketargument-reference) bucket and attribute in [ibm_cos_bucket](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/data-sources/cos_bucketattribute-reference) bucket<br> * Latest [version1.23.2 change log](https://registry.terraform.io/providers/IBM-Cloud/ibm/1.23.2) and [version1.23.1 change log](https://registry.terraform.io/providers/IBM-Cloud/ibm/1.23.1)<br><br><br> 







 4 April 2021 



 New resources New data sources Enhancements
https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_lbargument-reference)<br> * Updated boot_volume attributes for [ibm_is_instance_template](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_instance_templateattribute-reference) resources<br> * Support auto_delete_volume argument for [vpc generation 2](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_instanceargument-reference)<br> * Support resource_group_id argument for force new resource for [ibm_cis](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/cisargument-reference) and [ibm_database](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/databaseargument-reference) resources<br> * Example update and support code_path argument for [ibm_function_action](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/databaseargument-reference) resources<br> * Latest [version change log](https://github.com/IBM-Cloud/terraform-provider-ibm/releases/tag/v1.21.1)<br><br><br> 







 17 February 2021 



 New resources New data sources Enhancements
1 April 2021 



 New resources New data sources Enhancements 

 <br><br> * [ibm_is_dedicated_host](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_dedicated_host)<br> * [ibm_is_dedicated_host_group](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_dedicated_host_group)<br> * [ibm_is_subnet_reserved_ip](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/is_subnet_reserved_ip)<br> * [ibm_kms_key_alias](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/kms_key_alias)<br> * [ibm_kms_key_rings](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/kms_key_rings)<br> * [ibm_ob_logging](https://registry.terraform.io/providers/IBM-Cloud/ibm/latest/docs/resources/ob_logging)<br> * [ibm
<br> <br>Resources <br><br><br><br> * random_id<br> * kubernetes_role_binding<br> * helm_release<br><br><br> [View code snippet](https://github.com/IBM-Cloud/terraform-provider-ibm/tree/master/examples/ibm-logdna-cluster-integration) 







 Transit Gateway templates 



 Name Description and resources Code 

 ibm-transit-gateway Create a transit gateways, list available connections, and locations for the gateways. <br> <br>Resources <br><br><br><br> * ibm_tg_gateway<br> * ibm_tg_connection<br> * ibm_is_vpc<br><br><br> [View code snippet](https://github.com/IBM-Cloud/terraform-provider-ibm/tree/master/examples/ibm-transit-gateway) 







 Cloud Databases templates 



 Name Description and resources Code 

 ibm-database Create a classic virtual server instance and an IBM Cloud database for PostgreSQL instance, and set up connectivity between the instances. <br> <br>Resources <br><br><br><br> * ibm_compute_vm_instance<br> * ibm_resource_group<br> * ibm_database<br><br><br> [View code snippet](https://github.com/IBM-Cloud/terraform-provider-ibm/tree/master/examples/ibm-database) 







 DNS templates 



 Name Description and resources Code 

 ibm-private-dns Create an IBM Cloud VPC and an IBM Cloud DNS Services instance, and add the VPC as a permitted network to the DNS service instance. Then, you create different types of DNS records.