Artificial intelligenceIntermediate
AI Data Deletion: Follow the Document Beyond the Vector Database
Build a deletion map for RAG systems covering source files, chunks, embeddings, caches, conversations, backups and later re-ingestion.
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RAG security.
Apply access controls and data-lifecycle policies to retrieval-augmented systems.
Artificial intelligenceDeep Dive
RAG Authorization: Keep One Customer’s Data Out of Another’s Answer
Design and test document-level authorization for multi-tenant RAG systems, including retrieval filters, permission changes, caches and source citations.