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Amazon introduced a new approach to document-level access control in RAG systems via Amazon Quick and Amazon Bedrock Knowledge Bases, verifying user permissions directly from authoritative sources at query time instead of pre-copying them.

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Amazon Quick and Bedrock Rethink Access Control for Enterprise RAG

What's new?

FAQ

What is document-level access control in RAG?

It ensures each user only sees documents they are authorized to access when querying an AI assistant, rather than exposing all indexed content.

How does Amazon's approach differ from traditional indexing?

Instead of copying permissions into a vector database, the system verifies permissions directly from the source at query time, keeping them current.

Is this suitable for Middle East enterprises?

Yes, especially organizations integrating multiple sources like SharePoint and Google Drive while needing compliance with local data protection rules.

Is this a new product announcement?

No, it is a technical explanation of the access control approach within Amazon Quick and Bedrock Knowledge Bases, not a standalone product launch.

Source: AWS Machine Learning

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