@@ -221,11 +221,11 @@ client to initiate a new data loading query or know if the current invocation
221221wasn't initiated earlier by another client. Only Refresh Key freshness
222222guarantees are provided in this case.
223223
224- For situations like real-time analytics or responding to live user changes to
225- underlying data, the ` refresh_key ` query cache can prevent fresh data from
226- showing up immediately. For these situations, the cache can effectively be
227- disabled by setting the [ ` refresh_key.every ` ] [ ref-schema-ref-cube-refresh-key ]
228- parameter to something very low, like ` 1 second ` .
224+ The ` refresh_key ` parameter can be used to control cache validity.
225+ For closer-to-real-time use cases, [ ` refresh_key.every ` ] [ ref-schema-ref-cube-refresh-key ]
226+ can be set to a low value, such as ` 1 minute ` , which is the lowest recommended option.
227+
228+ For truly real-time use cases, consider using [ streaming pre-aggregations ] [ ref-streaming-preaggs ] .
229229
230230## Inspecting Queries
231231
@@ -297,6 +297,7 @@ cache types.
297297[ ref-schema-ref-cube-refresh-key] :
298298 /reference/data-model/cube#refresh_key
299299[ ref-schema-ref-preaggs ] : /reference/data-model/pre-aggregations
300+ [ ref-streaming-preaggs ] : /product/caching/lambda-pre-aggregations#batch-and-streaming-data
300301[ ref-query-history ] : /product/workspace/query-history#inspecting-api-queries
301302[ ref-perf-insights ] : /product/workspace/performance#cache-type
302303[ ref-indexes ] : /product/caching/using-pre-aggregations#using-indexes
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