We use the concept of a feature store. We need the engine, and we use Feast as our feature store framework to build our feature store. We use the DuckDB engine as a data engine, which helps us move data from the offline feature store to the online feature store. The online feature store is part of the feature store where we serve our features to the operational environment. We have some daily processes, for example, where we update features in operational environments every hour. For this update, we use DuckDB to load data from Parquet to Redis.
Embedded Database Software is a specialized category of database management systems designed for integration within other applications. Unlike traditional database systems, which operate as standalone servers or services that applications connect to over a network, embedded databases run as part of the application itself.
We use the concept of a feature store. We need the engine, and we use Feast as our feature store framework to build our feature store. We use the DuckDB engine as a data engine, which helps us move data from the offline feature store to the online feature store. The online feature store is part of the feature store where we serve our features to the operational environment. We have some daily processes, for example, where we update features in operational environments every hour. For this update, we use DuckDB to load data from Parquet to Redis.