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Status](https://travis-ci.org/PreferredAI/cerebro.svg)](https://travis-ci.org/PreferredAI/cerebro)\n[![Coverage Status](https://coveralls.io/repos/github/PreferredAI/cerebro/badge.svg?branch=master)](https://coveralls.io/github/PreferredAI/cerebro?branch=master)\n[![Javadoc](https://www.javadoc.io/badge/ai.preferred/cerebro.svg)](https://www.javadoc.io/doc/ai.preferred/cerebro)\n\n## Overview\nOur goal is to create a closed-loop engine for recommendations with blazingly fast retrieval of objects.\n\n#### Efficient Retrieval of Objects (Demo: [https://cerebro.preferred.ai/demo/](https://cerebro.preferred.ai/demo/))\n   - Personalized Recommendation\n   - Keyword Search\n   - Related Objects Search\n   \n![](efficient_retrieval.png)\n\u003cp align=\"center\"\u003e\u003ci\u003eCerebro supports various efficient similarity search\u003c/i\u003e\u003c/p\u003e\n\n#### Closed-loop Recommendation Engine\n   - Tracking and recording users' feedbacks\n   - Scheduling preference learning models for users' recommendations. \n   \n![](closed_loop.png)\n\u003cp align=\"center\"\u003e\u003ci\u003eCerebro supports closed-loop recommendation\u003c/i\u003e\u003c/p\u003e\n\n## Getting started\n\n### Add a dependency\nIf you already have a project then just add Cerebro as a dependency to your pom.xml:\n```xml\n\u003cdependency\u003e\n    \u003c!-- Cerebro: Your personalized retrieval engine @ https://cerebro.preferred.ai/ --\u003e\n    \u003cgroupId\u003eai.preferred\u003c/groupId\u003e\n  \t\u003cartifactId\u003ecerebro\u003c/artifactId\u003e\n  \t\u003cversion\u003e1.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n \n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpreferredai%2Fcerebro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpreferredai%2Fcerebro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpreferredai%2Fcerebro/lists"}