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System DesignMedium· RAG· Data Governance· Federation
A director wants to merge four departmental RAG systems...
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See plansA full merge is not an option if it violates legal requirements. The correct approach is to maintain separate indices for departments with strict data residency or access rules, then implement a federated query-time router. This allows the system to hit only the relevant subsets of data per request, satisfying legal requirements while still achieving some of the projected cost savings.