Ai System Design
Ai System Design
Medium
Secure Multi-Tenant RAG for Enterprise Wiki
Design a centralized RAG-based assistant for a global conglomerate that has 50+ business units. Each unit has its own proprietary documents and strict permissioning structures (LDAP/AD). A user from Unit A should never see information retrieved from Unit B's documents, even if they share the same LLM endpoint. How do you design the ingestion and retrieval layers to guarantee security while maintaining high retrieval performance?
Key concepts
ragvector databaseaccess controlmetadata filtering
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