[FEATURE] Support Version Decoupling in Machine Learning Dashboards Plugin

[ZilongX]

Is your feature request related to a problem?

OpenSearch plugins currently tightly couple their versions with the underlying OpenSearch/OpenSearch Dashboards version. This tight coupling can lead to challenges in maintaining and upgrading plugins independently. To enable supporting of the decoupling of the plugin versions from the OpenSearch versions will allow for more flexibility in managing and updating plugins.

More details is available at RFC Plugins Version Decoupling - opensearch-project/OpenSearch-Dashboards#5877

What solution would you like?

Support version decoupling in the machine learning dashboards plugin, where end users would be able to consume the latest version of machine learning dashboards plugin with a range of supported OS versions instead of just one version

What alternatives have you considered?

More as detailed in Plugins Version Decoupling

Do you have any additional context?

More as detailed in Plugins Version Decoupling

[dblock]

Catch All Triage - 1 2 3 4 5 6

[wanglam]

Added in this PR #338 , can be closed after 2.16 released.

[wanglam]

Closed since 2.16 has been released and this features has already been rollout.