Create and manage machine learning models

This is for:

Developer System Administrator

Coveo Machine Learning (Coveo ML) models are algorithms which leverage data to provide contextually relevant recommendations (see Coveo Machine Learning models).

The Models (platform-ca | platform-eu | platform-au) page of the Coveo Administration Console allows members with the required privileges to manage and review the ML models of a Coveo organization.

To create and manage a model

Each type of Coveo Machine Learning (Coveo ML) model type has its own prerequisites, settings, and creation and management procedures.

Click one of the following models to access the corresponding documentation:

Important

For model information specific to Coveo for Commerce, see Machine learning for Commerce.

"Status" column

On the Models (platform-ca | platform-eu | platform-au) page of the Administration Console, the Status column indicates the current state of your Coveo ML models.

The following table lists the possible model statuses and their definitions:

Status Definition Status icon

Active

The model is active and available.

Active

Build in progress

The model is currently building.

Building

Inactive

The model isn’t ready to be queried, such as when a model was recently created or the organization is offline.
Click See more details for additional information (see Review model information).

Inactive

Limited

Build issues exist that may affect model performance.
Click See more details for additional information (see Review model information).

Limited

Soon to be archived

The model will soon be archived because it hasn’t been queried for an extended period of time.
Click Delete to remove the model.
Learn more about archived models.

Archive pending

Error

An error prevented the model from being built successfully.
If it’s a temporary system error, check back soon. Otherwise, click See more details for additional information (see Review model information).

Error

Archived

The model was archived because it hasn’t been queried for an extended period of time.
Click Delete to remove the model.
Learn more about archived models.

Archived

Required privileges

The following table indicates the privileges required to use elements of the Models page and associated panels (see Manage privileges and Privilege reference).

Action Service - Domain Required access level

View models

Machine Learning - Models
Organization - Organization
Search - Query pipelines

View

Edit models

Organization - Organization
Search - Query pipelines

View

Machine Learning - Models

Edit