Get Started With Coveo Machine Learning in Sitecore
Get Started With Coveo Machine Learning in Sitecore
One of the many advantages of using a Pro or Enterprise Cloud edition of Coveo for Sitecore is the possibility to use Coveo Machine Learning (Coveo ML). Coveo ML is a powerful service that continuously analyzes search behavior patterns in Coveo Usage Analytics (Coveo UA) collected data to determine the most relevant items related to a given query. Coveo ML can also provide proactive recommendations to your users, which you can place either on a search page or anywhere on your website where recommendations may be useful.
Enabling Coveo Machine Learning in your Coveo organization
To take advantage of a Coveo ML feature in Coveo for Sitecore, you must begin by creating a machine learning model. Each Coveo ML feature has its specific model type (see Creating a model).
Using Coveo Machine Learning in Coveo for Sitecore Hive
After creating a model in your Coveo organization, Coveo for Sitecore Hive rendering configurations may be required to enable the feature in your Sitecore instance.
Automatic Relevance Tuning (ART)
ART is applied in a Coveo-powered search interface to reorder results based on their popularity. See Using Automatic Relevance Tuning in Coveo for Sitecore for more details on how to configure Coveo for Sitecore Hive to use your ART model.
Query Suggestions (QS)
QS provides a type-ahead experience to users typing in a Coveo Search Box. The suggested content is based on successful queries performed by past users. See Coveo Machine Learning Based Suggestions for Coveo for Sitecore Hive configuration details.
Content Recommendations (CR)
Use CR to recommend articles, products, and other related content to your users. The recommendations are provided by the ML model based on past users’ behavior. See Getting Recommendations for step-by-step instructions on how to enable CR in Coveo for Sitecore Hive.