What security features does Gemini's Vertex AI platform provide for enterprise RAG implementations with private documents?

Question

Accepted Answer

## Overview

Gemini's Vertex AI platform provides a multi-layered security framework for enterprise RAG implementations.

## Key Features

Vertex AI offers Vertex AI Search and the Vertex AI RAG Engine as managed options for implementing RAG.

## Technical Specifications

Security controls include VPC-SC, CMEK, and IAM. Model Armor helps protect against prompt injection attacks.

## How It Works

Beyond core controls, Vertex AI offers Model Armor and Access Transparency (AXT).

## Use Cases

## Limitations and Requirements

The Vertex AI RAG Engine currently does not support Data Residency (DRZ).

## Comparison to Alternatives

## Summary

In conclusion, Vertex AI provides a comprehensive and secure environment for enterprise RAG with private documents.

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