Machine learning

The ML Commons plugin provides machine learning (ML) features in Lucenia.

Integrating ML models

For ML-model-powered search, you can use a pretrained model provided by Lucenia, upload your own model to the Lucenia cluster, or connect to a foundation model hosted on an external platform. In Lucenia version 2.9 and later, you can integrate local and external models simultaneously within a single cluster.

For more information, see Integrating ML models.

Managing ML models in Lucenia Dashboards

Administrators of ML clusters can use Lucenia Dashboards to review and manage the status of ML models running inside a cluster. For more information, see Managing ML models in Lucenia Dashboards.

Support for algorithms

ML Commons supports various algorithms to help train ML models and make predictions or test data-driven predictions without a model. For more information, see Supported algorithms.

ML Commons API

ML Commons provides its own set of REST APIs. For more information, see ML Commons API.