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Stream<RawEvent> -> Stream<EnrichedEvent>
Enrich high-throughput stream events with contextual metadata retrieved via low-latency point lookups from a partitioned in-memory key-value store.
Problem it solves
Real-time stream events often lack the historical or contextual details required for instant automation or ML inference.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.