Definition
In the context of RAG pipelines, CCPA represents the technical requirement to implement 'Right to Erasure' and 'Right to Know' protocols for PII within vector databases, necessitating granular metadata tagging and programmatic record deletion. It forces a trade-off between retrieval accuracy (noise introduced by PII masking) and operational latency (overhead of real-time PII scanning).
Refers to the programmatic enforcement of data deletion and PII scrubbing in vector indices rather than general cybersecurity insurance.
"A surgical laser used to remove specific individual grains of sand from a glass sculpture without shattering the entire piece."
- PII Redaction(Prerequisite)
- Metadata Filtering(Component)
- Vector Deletion(Component)
- GDPR(Related Framework)
Conceptual Overview
In the context of RAG pipelines, CCPA represents the technical requirement to implement 'Right to Erasure' and 'Right to Know' protocols for PII within vector databases, necessitating granular metadata tagging and programmatic record deletion. It forces a trade-off between retrieval accuracy (noise introduced by PII masking) and operational latency (overhead of real-time PII scanning).
Disambiguation
Refers to the programmatic enforcement of data deletion and PII scrubbing in vector indices rather than general cybersecurity insurance.
Visual Analog
A surgical laser used to remove specific individual grains of sand from a glass sculpture without shattering the entire piece.