Definition
The regulatory framework governing the lifecycle of personal data within RAG pipelines, specifically mandating PII detection/redaction during ingestion, verifiable 'Right to Erasure' in non-deterministic vector stores, and strict data residency controls for LLM inference providers.
In AI, this refers to 'unlearning' data from vector embeddings rather than just deleting database rows.
"A multi-stage water filtration system that strips out hazardous minerals (PII) before the water enters a communal reservoir (Vector DB)."
- PII Redaction(Component)
- Right to Erasure(Compliance Prerequisite)
- Data Residency(Architectural Constraint)
- Vector Database(Storage Context)
Conceptual Overview
The regulatory framework governing the lifecycle of personal data within RAG pipelines, specifically mandating PII detection/redaction during ingestion, verifiable 'Right to Erasure' in non-deterministic vector stores, and strict data residency controls for LLM inference providers.
Disambiguation
In AI, this refers to 'unlearning' data from vector embeddings rather than just deleting database rows.
Visual Analog
A multi-stage water filtration system that strips out hazardous minerals (PII) before the water enters a communal reservoir (Vector DB).