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Cerebro

Your preferred open source personalized recommendation retrieval engine.

Maven Central Build Status Coverage Status Javadoc

Overview

Our goal is to create a closed-loop engine for recommendations with blazingly fast retrieval of objects.

Efficient Retrieval of Objects (Demo: https://cerebro.preferred.ai/demo/)

  • Personalized Recommendation
  • Keyword Search
  • Related Objects Search

Cerebro supports various efficient similarity search

Closed-loop Recommendation Engine

  • Tracking and recording users' feedbacks
  • Scheduling preference learning models for users' recommendations.

Cerebro supports closed-loop recommendation

Getting started

Add a dependency

If you already have a project then just add Cerebro as a dependency to your pom.xml:

<dependency>
    <!-- Cerebro: Your personalized retrieval engine @ https://cerebro.preferred.ai/ -->
    <groupId>ai.preferred</groupId>
  	<artifactId>cerebro</artifactId>
  	<version>1.0</version>
</dependency>