agent-platform-rag-engine-management

What problem does it solve?

This Skill eliminates the tedious manual work of managing Google Agent Platform RAG Engine resources, retrieving relevant contexts from knowledge corpora, and building RAG-powered AI responses, saving developers and ML engineers hours of repetitive SDK configuration and API call setup.

Core Features & Use Cases

• Corpus & File Management: List, inspect, and discover RAG Engine corpora and their associated files to organize and audit your AI knowledge base.
• Grounded Context Retrieval: Pull relevant, verified contexts from your RAG corpora to answer user queries with accurate, cited information.
• Safe Grounded Content Generation: Build RAG-backed AI responses using retrieved contexts and Google's GenAI models, with built-in safety guardrails that require user confirmation for compute-consuming generation tasks.
• Use Case: If your team maintains a knowledge base of internal company policies and technical documentation in RAG corpora, use this Skill to quickly retrieve relevant sections and generate accurate, cited responses to employee or user questions.

Quick Start

Use the agent-platform-rag-engine-management skill to list all available RAG corpora in your Google Cloud project and retrieve the top 3 relevant contexts for the query "What is the company's remote work policy?"