The Generative AI workload introduces the data guardrails feature, powered by BlueXP classification. The data guardrails feature identifies and masks Personal Identifiable Information (PII) helping you maintain compliance and strengthen security for your sensitive organizational data.

Create a knowledge base

Learn about BlueXP classification

You can now protect your Generative AI workloads data by taking a point-in-time copy of a knowledge base. This enables you to protect your data against accidental loss or test changes to the settings of the knowledge base. You can restore the previous version of the knowledge base volume at any time.

Take a snapshot of a knowledge base volume

Restore a snapshot of a knowledge base volume

You can now pause scheduled data source scans. By default, Generative AI workloads scans each data source daily to ingest new data into each knowledge base. If you don't want the latest changes to be ingested (during testing or while restoring a snapshot, for example) you can pause the scheduled scans and resume them at any time.

Manage knowledge bases

When selecting a knowledge base volume, you can now choose a data protection volume that is part of a NetApp SnapMirror replication relationship. This enables you to store knowledge bases on volumes that are already protected by SnapMirror replication.

Identify the data sources to integrate in your knowledge base

Generative AI workloads now supports multi-sentence chunking and overlap-based chunking for data sources.

Generative AI workloads now creates a dedicated Amazon FSx for NetApp ONTAP volume for each new knowledge base, enabling individual snapshot policies for each knowledge base and improved protection against failures and data poisoning.

Generative AI workloads is now integrated with Amazon CloudWatch Logs, enabling you to monitor Generative AI workloads log files.

The NetApp Workload Factory GenAI sample application enables you to test authentication and retrieval from your published NetApp Workload Factory knowledge base by interacting directly with it in a web-based chatbot application.

The initial release includes the capability to develop a knowledge base that is customized by embedding your organization's data. The knowledge base can be accessed by a chatbot application for your users. This capability ensures accurate and relevant responses to organization-specific questions, enhancing the satisfaction and productivity for all of your users.