Hopsworks provides a JDBC connector to enable MongoDB tables to be an external feature group in Hopsworks. MongoDB tables can also be a source for feature pipelines, with features stored in Hopsworks’ Online/Offline stores. MongoDB tables can also be sinks for predictions or logs produced by inference pipelines.
You can extend MongoDB with real-time feature serving capability with Hopsworks. You can also centrally manage features stored in MongoDB on Hopsworks, enabling them to be joined with features from other data sources. You can easily use MongoDB tables as data sources for feature pipelines.