Enterprise AI Security
Access Control in RAG & Vector DBs: Preventing Cross-Tenant Data Leaks
Implement metadata filtering, role-based access control (RBAC), and document-level ACLs to ensure users only retrieve authorized embeddings.
3 min
Pre-Filter Security Constraints
Always enforce tenant ID and role filters (`filter: { tenant_id: user.tenant_id }`) directly at the database query level to prevent accidental cross-tenant vector leakage.