vania-janet/multiturn-rag-retrieval-data huggingface dataset:
* Offers administrators, DevOps teams, and developers full stack telemetry with advanced features to monitor and troubleshoot, define alters, and design custom dashboards.



* How does IBM Cloud Monitoring pricing work?

IBM Cloud Monitoring offers different pricing plans.



* Light plan
* Graduated Tier plan



For more information about plans and pricing, see [IBM Cloud Monitoring pricing](https://cloud.ibm.com/docs/monitoring?topic=monitoring-pricing_plans).
* How do I install IBM Cloud Monitoring?

You can install and configure an IBM Cloud Monitoring agent for any of the following environments:



* Kubernetes, GKE, and OpenShift
* Docker containers or for non-containerized services
* Mesos, Marathon, and DCOS
* Linux installations



In addition to the previously listed environments, you can see all of the IBM Cloud services that are IBM Cloud Monitoring-enabled [here](https://cloud.ibm.com/docs/monitoring?topic=monitoring-cloud_services).

For information about installing IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).
* How do I get started with IBM Cloud Monitoring?

For information about provisioning, configuring your agent, managing data, and alerting, see IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).
* What if I used custom images with Advanced Monitoring by Nimsoft?

To simplify this transition, IBM Cloud automatically removed the "Advanced Monitoring" attribute from all of your custom images to prevent provisioning failures after 8 May 2020 when Advanced Monitoring by Nimsoft is no longer available. By removing this attribute, you can continue to use custom images without interruption. If you want to continue with resource monitoring, you need to manually install IBM Cloud Monitoring after a new resource is provisioned.
* How do I get help if I have issues with this transition?
In addition to the previously listed environments, you can see all of the IBM Cloud services that are IBM Cloud Monitoring-enabled [here](https://cloud.ibm.com/docs/monitoring?topic=monitoring-cloud_services).

For information about installing IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).





 How do I get started with IBM Cloud Monitoring? 

For information about provisioning, configuring your agent, managing data, and alerting, see IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).





 What if I used custom images with Advanced Monitoring by Nimsoft? 

To simplify this transition, IBM Cloud automatically removed the "Advanced Monitoring" attribute from all of your custom images to prevent provisioning failures after 8 May 2020 when Advanced Monitoring by Nimsoft is no longer available. By removing this attribute, you can continue to use custom images without interruption. If you want to continue with resource monitoring, you need to manually install IBM Cloud Monitoring after a new resource is provisioned.





 How do I get help if I have issues with this transition? 

If you need help transitioning to IBM Cloud Monitoring, you can contact your CSM or see [Getting support](https://cloud.ibm.com/unifiedsupport/supportcenter) to open a support ticket.





 What are the important dates that are associated with Advanced Monitoring by Nimsoft EOS? 



* End of Marketing (EOM): 8 May 2020 After this date, Advanced Monitoring by Nimsoft is no longer available for purchase.
* End of Service (EOS): 8 July 2020 After this date, Advanced Monitoring by Nimsoft is no longer supported and usage is withdrawn by IBM Cloud.







 What happens if I can't make the transition on time? 

Advanced Monitoring by Nimsoft is available for purchase until 8 May 2020. After this date, IBM Cloud Monitoring supports all new monitoring purchases.
You can install and configure an IBM Cloud Monitoring agent for any of the following environments:



* Kubernetes, GKE, and OpenShift
* Docker containers or for non-containerized services
* Mesos, Marathon, and DCOS
* Linux installations



In addition to the previously listed environments, you can see all of the IBM Cloud services that are IBM Cloud Monitoring-enabled [here](https://cloud.ibm.com/docs/monitoring?topic=monitoring-cloud_services).

For information about installing IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).
* How do I get started with IBM Cloud Monitoring?

For information about provisioning, configuring your agent, managing data, and alerting, see IBM Cloud Monitoring, see [Getting started tutorial](https://cloud.ibm.com/docs/monitoring?topic=monitoring-getting-started).
* What if I am using custom images with Advanced Monitoring by Nimsoft?

To simplify this transition, IBM Cloud will automatically remove the "Advanced Monitoring" attribute from all of your custom images to prevent provisioning failures after 8 May 2020 when Advanced Monitoring by Nimsoft is no longer available. By removing this attribute, you can continue to use custom images without interruption. If you want to continue with resource monitoring, you need to manually install IBM Cloud Monitoring after a new resource is provisioned.
* How do I get help if I have issues with this transition?

If you need help transitioning to IBM Cloud Monitoring, you can contact your CSM or see [Getting support](https://cloud.ibm.com/unifiedsupport/supportcenter) to open a support ticket.
* What are the important dates that are associated with Advanced Monitoring by Nimsoft EOS?



* End of Marketing (EOM): 8 May 2020 After this date, Advanced Monitoring by Nimsoft is no longer available for purchase.
* End of Service (EOS): 8 July 2020 After this date, Advanced Monitoring by Nimsoft is no longer supported and usage is withdrawn by IBM Cloud.
/orders/_design/query/_view/by_last_edit?startkey="2022-01-13T00:00:00"

This technique produces a time-ordered set of results with no repeated values in a performant and repeatable fashion. The consumer of this data does not need to manage the data idempotently, making for a simpler development process.





The IBM Cloudant changes feed is good for the following tasks:



* Powering IBM Cloudant replication, optionally with a selector to filter some changes.
* Clients consuming the changes feed in batches but dealing with each change idempotently while not being concerned with sort order and expecting to see some changes more than one time.



The IBM Cloudant changes feed is not good for the following components:



* A message queue. For more information, see [IBM Messages for RabbitMQ](https://www.ibm.com/cloud/messages-for-rabbitmq) for managing queues.
* A message broker. For more information, see [IBM Event Streams](https://www.ibm.com/cloud/event-streams) for handling scalable, time-ordered streams of events.
* A real-time publish and subscribe system. For more information, see [IBM Databases for Redis](https://www.ibm.com/uk-en/cloud/databases-for-redis) for handling publish and subscribe topics.
* A transaction log. Some databases store each change in a transaction log, but the distributed and eventually consistent nature of IBM Cloudant means that no definitive time-ordered transaction log exists.
* A querying mechanism. For more information, see [MapReduce Views](https://cloud.ibm.com/docs/Cloudant?topic=Cloudant-creating-views-mapreduce) for creating views of your data that is ordered by a key of your choice.





* How do I consume the changes feed?

Given a single database orders, I can ask the database for a list of changes, in this case, limiting the result set to five changes with ?limit=5:

GET /orders/_changes?limit=5
{
"results": [
{
While Code Engine does not include an object called a “trigger”, it does support subscribing to event producers, including cron jobs (alarms), Object storage, and Event Streams (Kafka) data. For more information, see [Getting started with subscriptions](https://cloud.ibm.com/docs/codeengine?topic=codeengine-subscribing-events).





 Can my function be accessed through a public URL? 

A Code Engine Function includes a public URL, that is provided for you when you create it.





 How can I secure my functions? 

While your code can be secured in a Git repository or container registry, because your function URL is public, authorization to invoke your function must be implemented by the Function code itself.





 Can I include dynamic elements? 

You can include dynamic elements that are supported by Code Engine. For example, if you are using a Cloudant database and invoke Cloud Functions actions based on data changes, then you cannot migrate as Code Engine does not support subscribing to a Cloudant database. You can, however, subscribe to IBM Cloud Object Storage.





 Can I use sequences to chain my functions together? 

Code Engine does not include support for sequences. However, because any Function can be invoked by calling its web URL, you can chain your Functions together with a series of REST calls. This logic must be added directly to your Function code.





 Can I use whisk.system actions? 

If you are using Cloud Functions that are based on whisk.system actions, you can export your whisk.system action with the [ibmcloud fn action get](https://cloud.ibm.com/docs/openwhisk?topic=cloud-functions-cli-plugin-functions-clicli_action_get) command and including the --save option. The output contains the source code and references to required libraries. Then, [create a Code Engine Function](https://cloud.ibm.com/docs/codeengine?topic=codeengine-fun-create-local), based on the exported source artifacts.
FAQs for the IBM Cloud CLI 

FAQs for the IBM Cloud® Command Line Interface include questions about CLI versioning, updates, and working with apps. To find all FAQs for IBM Cloud, see the [FAQ library](https://cloud.ibm.com/docs/faqs).



 Do I have to use the latest version of the IBM Cloud CLI? 

Yes, you must use the latest version. You can check which version you are using by running the following command:

ibmcloud -v





 How do I update the CLI? 

Run the following command to update to the latest version of the CLI:

ibmcloud update





 How can I be notified about new CLI releases? 

When you run an IBM Cloud CLI command, you're notified if a new version is available. You can also subscribe to the [IBM Cloud CLI releases repository](https://github.com/IBM-Cloud/ibm-cloud-cli-release/releases/) to stay up to date on the latest releases.





 How do I install the IBM Cloud CLI along with developer plug-ins and tools? 

To install the latest IBM Cloud CLI and recommended plug-ins and tools for developing applications for IBM Cloud, follow the steps in [Getting started with the IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-getting-started) and [Extending IBM Cloud CLI with plug-ins](https://cloud.ibm.com/docs/cli?topic=cli-plug-ins).

To install only the stand-alone IBM Cloud CLI without any plug-ins or tools, see [Installing the stand-alone IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-install-ibmcloud-cli).





 How do I download a plug-in? 

Use the ibmcloud plugin download PLUGIN_NAME command to download a plug-in.
* How can I be notified about new CLI releases?

When you run an IBM Cloud CLI command, you're notified if a new version is available. You can also subscribe to the [IBM Cloud CLI releases repository](https://github.com/IBM-Cloud/ibm-cloud-cli-release/releases/) to stay up to date on the latest releases.
* How do I install the IBM Cloud CLI along with developer plug-ins and tools?

To install the latest IBM Cloud CLI and recommended plug-ins and tools for developing applications for IBM Cloud, follow the steps in [Getting started with the IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-getting-started) and [Extending IBM Cloud CLI with plug-ins](https://cloud.ibm.com/docs/cli?topic=cli-plug-ins).

To install only the stand-alone IBM Cloud CLI without any plug-ins or tools, see [Installing the stand-alone IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-install-ibmcloud-cli).
* How do I download a plug-in?

Use the ibmcloud plugin download PLUGIN_NAME command to download a plug-in. For more information, see [ibmcloud plugin download](https://cloud.ibm.com/docs/cli?topic=cli-ibmcloud_commands_settingsibmcloud_plugin_download).

Example: ibmcloud plugin download container-service -v 0.1.425
* How do I install a plug-in locally?

Use the ibmcloud plugin install LOCAL_FILE_NAME command to install a plug-in binary on your local computer. For example:

ibmcloud plugin install ./code-engine-darwin-amd64-1.23.2

Installing plugin './code-engine-darwin-amd64-1.23.2'...
OK
Functions can be packaged in three different ways.



* as a single file
* as multiple files (with a folder structure and dependent modules)
* as a container image









 How can I get started with Functions? 

To deploy a simple Code Engine application with a hello-world sample image, see [Running IBM Code Engine Functions](https://cloud.ibm.com/docs/codeengine?topic=codeengine-fun-tutorial) tutorial.

To dive deeper into working with Functions, see [Working with Functions in Code Engine](https://cloud.ibm.com/docs/codeengine?topic=codeengine-fun-work).
* [Scaling](https://cloud.ibm.com/docs/codeengine?topic=codeengine-ceapplicationsceapp-scaling)
* [Security](https://cloud.ibm.com/docs/codeengine?topic=codeengine-ceapplicationsceapp-security)
* [Triggering applications with events](https://cloud.ibm.com/docs/codeengine?topic=codeengine-ceapplicationsceapp-eventing)
* [Visibility](https://cloud.ibm.com/docs/codeengine?topic=codeengine-ceapplicationsceapp-visibility)



* [How can I get started with applications?](https://cloud.ibm.com/docs/codeengine?topic=codeengine-ceapplicationsceapp-getstart)



[Batch job workloads](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobscebatchjobs)



* [What are batch job workloads?](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobsbatchjob-workloads)



* [What is the lifecycle of a batch job?](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobsbatchjob-lifecycle)



* [How do jobs compare to apps and functions?](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobsbatchjob-compare)
* [What are the key features of working with Code Engine batch jobs?](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobsbatchjob-features)



* [Isolation](https://cloud.ibm.com/docs/codeengine?topic=codeengine-cebatchjobsbatchjob-isolation)
To install the latest IBM Cloud CLI and recommended plug-ins and tools for developing applications for IBM Cloud, follow the steps in [Getting started with the IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-getting-started) and [Extending IBM Cloud CLI with plug-ins](https://cloud.ibm.com/docs/cli?topic=cli-plug-ins).

To install only the stand-alone IBM Cloud CLI without any plug-ins or tools, see [Installing the stand-alone IBM Cloud CLI](https://cloud.ibm.com/docs/cli?topic=cli-install-ibmcloud-cli).





 How do I download a plug-in? 

Use the ibmcloud plugin download PLUGIN_NAME command to download a plug-in. For more information, see [ibmcloud plugin download](https://cloud.ibm.com/docs/cli?topic=cli-ibmcloud_commands_settingsibmcloud_plugin_download).

Example: ibmcloud plugin download container-service -v 0.1.425





 How do I install a plug-in locally? 

Use the ibmcloud plugin install LOCAL_FILE_NAME command to install a plug-in binary on your local computer. For example:

ibmcloud plugin install ./code-engine-darwin-amd64-1.23.2

Installing plugin './code-engine-darwin-amd64-1.23.2'...
OK
Plug-in 'code-engine 1.23.2' was successfully installed into /Users/username/.bluemix/plugins/code-engine. Use 'ibmcloud plugin show code-engine' to show its details.
$





 How do I install a plug-in from a URL? 

Use the ibmcloud plugin install URL command to install a plug-in directly from a URL. For example:

ibmcloud plugin install http://example.com/downloads/my-plugin
If you're looking to manage IBM Cloud secrets through the full Vault native experience, you can use the stand-alone IBM Cloud plug-ins for Vault. These open source plug-ins can be used independently from each other so that you can manage IBM Cloud secrets through your on-premises Vault server.



* To set up authentication between Vault and your IBM Cloud account, you can use the [IBM Cloud Auth Method plug-in for Vault](https://github.com/ibm-cloud-security/vault-plugin-auth-ibmcloud).
* To dynamically create API keys for IBM Cloud service IDs, you can use the [IBM Cloud Secrets Backend plug-in for Vault](https://github.com/ibm-cloud-security/vault-plugin-secrets-ibmcloud).



* I'm not familiar with Vault. Can I still use Secrets Manager?

Yes. To use Secrets Manager, you don't need to install Vault or the IBM Cloud plug-ins for Vault. You can try Secrets Manager for free, without needing an extensive background on how to use Vault. To get started, [choose the type of secret](https://cloud.ibm.com/docs/secrets-manager?topic=secrets-manager-what-is-secret) that you want to create. Then, you can integrate with the standard [Secrets Manager APIs](https://cloud.ibm.com/apidocs/secrets-manager/secrets-manager-v2) so that you can access the secret programmatically.
* Where can I find information about compliance certifications for Secrets Manager?

To view a complete list of certifications for Secrets Manager, see section 5.4 of the [Secrets Manager software product compatibility report](https://www.ibm.com/software/reports/compatibility/clarity-reports/report/html/softwareReqsForProduct?deliverableId=FDDE7600BDD511EA92B4FC8223E18670).



Security and Compliance Center



* How do I start monitoring a rule?

Security and Compliance Center supports two types of rules - predefined and custom.
For more information on how to get started, see the [OpenSRS Reseller Quickstart Guide](https://help.opensrs.com/hc/en-us/articles/115005518768-Reseller-Quickstart-Guide).



 Specific FAQs (for 100-499 domains) 



 Can I opt out of being migrated to OpenSRS? 

Yes, you can choose to be migrated to Tucows’ retail domain platform, Hover. You must contact [IBM Cloud Support](https://cloud.ibm.com/unifiedsupport/supportcenter) before 1 October 2021.





 Are all my brand settings carried over from the ResellOne reseller account? 

Yes, all your branding settings, along with any customized messaging content, are carried over to your new account at OpenSRS.





 Can I migrate to OpenSRS before the End of Service date? 

Yes, you can migrate to OpenSRS before the End of Service date. However, we recommend waiting for your account to be automatically migrated, as all your customizations are copied over. Allow us to do the heavy lifting for you.





 What happens if I don’t respond to any of the emails? 

Your reseller account automatically moves to the Tucows’ OpenSRS reseller platform if you don't respond to the emails. A password reset email is triggered, which remains active for 24 hours.





 If I choose to migrate to OpenSRS, when can I access my account in the new Tucows’ OpenSRS Reseller account? 

Accounts are provisioned in October 2021 at OpenSRS. You will be able to access your accounts using your IBM username with _srs at the end (for example, username_srs). You can use the Forgot Password link if you need to reset your password.

If you reset your password, the same email address is used from your previous account.





 How do I connect to OpenSRS’ API? 

You can find information about OpenSRS’ API in the [OpenSRS API guide](https://domains.opensrs.guide/docs/overview), located in the Connection Information section.







 Specific FAQs (for 500 domains or more)
Open your [Resource list](https://cloud.ibm.com/resources).
3. Under Databases, locate your Watson Query instance and click the service name. This list includes all instances that were created under a resource group or that were migrated into a resource group.
4. Click Service credentials > New credentials > Add to generate your Watson Query Manager credentials.
5. Expand View credentials, which displays your service connectivity information including your credentials (username and password).
6. The Manager credentials can be used to connect to both Watson Query and the web console.



* Now that I generated credentials, how do I access my Watson Query instance?

You can access your Watson Query instance by using a dedicated Data virtualization workspace in IBM Cloud Pak for Data as a Service or the [Watson Query Rest APIs](https://%7BDomainName%7D/apidocs/data-virtualization-on-cloud).



IBM watsonx.data



* What is watsonx.data?

watsonx.data is an open, hybrid, and governed fit-for-purpose data store optimized to scale all data, analytics and AI workloads to get greater value from your analytics ecosystem.
* What can I do with watsonx.data?

You can connect to data in multiple locations and get started in minutes with built-in governance, security and automation. You can leverage multiple query engines to run analytics and AI workloads, reducing your data warehouse costs by up to 50%.
* What are the key features of watsonx.data?

Key features of watsonx.data are:



* The architecture fully separates compute, metadata, and storage to provide ultimate flexibility.
* Fit for purpose query engines designed to handle modern data formats that are highly elastic and scalable.
* Data sharing between watsonx.data, Db2® Warehouse on Cloud, and Netezza or any other data management solution through common Iceberg table format support, connectors, and a shareable metadata store.



* How can I create a watsonx.data service instance?
This tutorial how to use IBM Cloud to enable users who have IBM Cloud accounts and gives instructions for users to access the environment.

Qiskit Runtime



* 15 minutes
* 2022-07-26



[Considerations for using Qiskit Runtime in an organization](https://cloud.ibm.com/docs/quantum-computing?topic=quantum-computing-considerations-org)Considerations for using Qiskit Runtime in an organization

You should understand the following considerations when setting up your environment.

Qiskit Runtime



* 10 minutes
* 2022-07-26



[Get started with the Estimator primitive](https://cloud.ibm.com/docs/quantum-computing?topic=quantum-computing-example-estimator)Get started with the Estimator primitive

Use the examples in this topic to learn how to set up and use the Estimator primitive program.

Qiskit Runtime



* 10 minutes
* 2022-10-14



[Get started with the Sampler primitive](https://cloud.ibm.com/docs/quantum-computing?topic=quantum-computing-example-sampler)Get started with the Sampler primitive

Use the examples in this topic to learn how to set up and use the Sampler primitive program.

Qiskit Runtime



* 10 minutes
* 2022-10-14



[Getting started](https://cloud.ibm.com/docs/quantum-computing?topic=quantum-computing-get-started)Getting started

This tutorial walks you through the steps to set up a Qiskit Runtime service instance, log in to your service instance, and run your first job on a quantum computer.

Qiskit Runtime



* 25 minutes
* 2022-10-13



[Plan Qiskit Runtime for an organization](https://cloud.ibm.com/docs/quantum-computing?topic=quantum-computing-quickstart-org)Plan Qiskit Runtime for an organization

In an organization where individuals might work on several projects, Qiskit Runtime governance can seem complex.