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Data + AI Summit: Real-Time Search and Recommendation at Scale Using Embeddings and Hopsworks

Data + AI Summit: Real-Time Search and Recommendation at Scale Using Embeddings and Hopsworks
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Hybrid
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June 30, 2022
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10:00 am
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10:40 am
PDT

Join us at Data + AI Summit!

In this talk, we will introduce an open-source, scalable retrieval and ranking serving architecture based on open-source technology: Hopsworks Feature Store, OpenSearch, and KServe. We will describe how to build and operate personalized search and recommendation systems using a retrieval model based on a two tower embedding model, and a ranking model gradient boosted trees. We will also show how you can train your embeddings and build your embeddings store index using Hopsworks and Apache Spark.

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