As more businesses adopt Retrieval Augmented Generation (RAG) models to enhance their AI systems, managing access control becomes crucial. The live demo by Alex Olivier illustrated how Cerbos PDP can implement authorization in RAG architectures. Key challenges include unauthorized data exposure and the need for dynamic data access. Cerbos provides context-aware authorization decisions, safeguarding sensitive data and ensuring compliance.

2m read timeFrom cerbos.dev
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Table of contents
Understanding RAG and its componentsSecurity challenges in RAG architecturesWhy access control matters + demo highlightsConclusion

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