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Google Cloud Next demo 2024-04-11 at 22:30

Building Secure GenAI Applications

Event: Google Cloud Next '24

Speakers

Averi Kitsch

Software Engineer · Google

Topics

GenAI LLM Cloud Computing Cyber Security GCP RAG

Description

Retrieval Augmented Generation (RAG) is a powerful technique to provide real time, domain-specific context to the LLM to improve accuracy of responses. RAG doesn't require the addition of sensitive data to the model, but still requires application developers to address security and privacy of user and company data. In this session, you will learn about security implications of RAG workloads and how to architect your applications to handle user identity and to control data access.

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