Machine learning for Amazon OpenSearch Service - Amazon OpenSearch Service

Machine learning for Amazon OpenSearch Service

ML Commons is an OpenSearch plugin that provides a set of common machine learning (ML) algorithms through transport and REST API calls. Those calls choose the right nodes and resources for each ML request and monitors ML tasks to ensure uptime. This allows you to leverage existing open-source ML algorithms and reduce the effort required to develop new ML features. For more about the plugin, see Machine learning in the OpenSearch documentation. This chapter covers how to use the plugin with Amazon OpenSearch Service.

Unsupported ML Commons settings

Amazon OpenSearch Service doesn't support use of the following ML Commons settings:

  • plugins.ml_commons.allow_registering_model_via_url

  • plugins.ml_commons.allow_registering_model_via_local_file

For more information on ML Commons settings, see ML Commons cluster settings.