What are the technical requirements?

You need Terraform 1.0+, the gcloud CLI authenticated to a Google Cloud project, and the Vertex AI API enabled.

Can I use this for RAG (Retrieval-Augmented Generation)?

Absolutely. It includes specific templates for setting up Vertex AI Vector Search indices, configuring dimensions, and distance measure types.

Does this skill handle infrastructure security?

Yes, it implements production guardrails including KMS encryption, IAM least-privilege roles, and operational validation steps.

What Vertex AI components can this skill provision?

It can provision Gemini endpoints, Model Garden resources, Vector Search indices, ML pipelines, and supporting infrastructure like GCS buckets and KMS keys.

Vertex AI Terraform Expert

Name: Vertex AI Terraform Expert
Author: jeremylongshore

byjeremylongshore

•

884

클라우드 인프라

Automates the deployment of enterprise-grade Vertex AI infrastructure and Google Cloud machine learning services using Terraform.

소개

The Vertex AI Terraform Expert skill streamlines the process of building and managing complex AI infrastructure on Google Cloud Platform. It enables developers to programmatically provision Gemini endpoints, Vector Search indices, and ML pipelines while enforcing production-grade standards such as KMS encryption, IAM least-privilege, and auto-scaling. By providing automated assistance for infrastructure-as-code tasks, this skill helps MLOps teams transition from experimental notebooks to secure, scalable, and repeatable production environments.

주요 기능

Automated Gemini and Model Garden deployment patterns
Enterprise security with KMS encryption and IAM integration
GCP-aligned Infrastructure as Code (IaC) templates
Vector Search index and metadata configuration for RAG
Production-ready auto-scaling and monitoring setup
884 GitHub stars

사용 사례

Configuring Vector Search indices for advanced RAG-based AI architectures
Building secure, encrypted machine learning pipelines for enterprise data processing
Deploying scalable Gemini endpoints for high-traffic production applications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills vertex-infra-expert

For use in Claude.ai and ChatGPT

Download Skill

GitHub

소개