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One database for user-user (follows), user-item (likes), and item-item (related items) interactions — precomputed at write time, served as simple lookups

Counter caches for Rails computed from any block, such as conditional counts or sums, kept up to date by callbacks on any number of models and stored in a column, a shared counters table or your cache store. Recounts run after commit, so concurrent saves can't leave a stale value.

The module is an index search development accelerator that allows developers to declare computed search fields on an index that can capture and store targeted field values of items within a scope as well as the field values of items based on specific templates that are part of its presentation.